warning: commands will be executed using /bin/sh
job 5732 at Thu Oct  2 09:54:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140806/YutaMouse23-140806/YutaMouse23-140806
ElecNo	2
MinClusters	20
MaxClusters	21
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 2057901 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 685967 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 36220 members 
Mstep: Class 3 contains 36122 members 
Mstep: Class 4 contains 35898 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 36140 members 
Mstep: Class 7 contains 35813 members 
Mstep: Class 8 contains 36328 members 
Mstep: Class 9 contains 35915 members 
Mstep: Class 10 contains 36256 members 
Mstep: Class 11 contains 36110 members 
Mstep: Class 12 contains 35785 members 
Mstep: Class 13 contains 36075 members 
Mstep: Class 14 contains 36434 members 
Mstep: Class 15 contains 36343 members 
Mstep: Class 16 contains 36209 members 
Mstep: Class 17 contains 36156 members 
Mstep: Class 18 contains 36102 members 
Mstep: Class 19 contains 35878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 396.772461 but Gain 3332.769531
Score: -104787088.000000 Penalty: 59989.843750
Iteration 0F: 19 clusters Score -1.047871e+08 nChanged 649929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3532 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2751 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 36032 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 3969 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 589409 members 
Mstep: Class 19 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1844.188477 but Gain 3332.769531
Score: -111862584.000000 Penalty: 56657.074219
Iteration 1F: 18 clusters Score -1.118626e+08 nChanged 158464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1814 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 5659 members 
Mstep: Class 5 contains 29943 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 96777 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 16706 members 
Mstep: Class 14 contains 1557 members 
Mstep: Class 16 contains 14321 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 480486 members 
Mstep: Class 19 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2663.148193 but Gain 3332.769531
Score: -113382424.000000 Penalty: 53324.304688
Iteration 2F: 17 clusters Score -1.133824e+08 nChanged 168322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1309 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 5 contains 50224 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 138028 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 23829 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 16 contains 45189 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 370641 members 
Mstep: Class 19 contains 21409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114241272.000000 Penalty: 53324.304688
Iteration 3F: 17 clusters Score -1.142413e+08 nChanged 154938
Entering Unmasked Mstep 
Mstep: Class 0 contains 896 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 5 contains 78726 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 125458 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 28366 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 16 contains 91242 members 
Mstep: Class 17 contains 14656 members 
Mstep: Class 18 contains 283060 members 
Mstep: Class 19 contains 21821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992008.000000 Penalty: 53324.304688
Iteration 4F: 17 clusters Score -1.14992e+08 nChanged 138758
Entering Unmasked Mstep 
Mstep: Class 0 contains 741 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 6296 members 
Mstep: Class 5 contains 81830 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 119514 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 1141 members 
Mstep: Class 13 contains 30188 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 16 contains 134681 members 
Mstep: Class 17 contains 34544 members 
Mstep: Class 18 contains 207761 members 
Mstep: Class 19 contains 18277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115496176.000000 Penalty: 53324.304688
Iteration 5F: 17 clusters Score -1.154962e+08 nChanged 88695
Entering Unmasked Mstep 
Mstep: Class 0 contains 675 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 5 contains 73000 members 
Mstep: Class 6 contains 19413 members 
Mstep: Class 7 contains 14958 members 
Mstep: Class 8 contains 8552 members 
Mstep: Class 9 contains 119651 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 30549 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 16 contains 143944 members 
Mstep: Class 17 contains 43377 members 
Mstep: Class 18 contains 180746 members 
Mstep: Class 19 contains 19176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115646024.000000 Penalty: 53324.304688
Iteration 6F: 17 clusters Score -1.15646e+08 nChanged 61117
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 2 contains 30333 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 5 contains 75327 members 
Mstep: Class 6 contains 19577 members 
Mstep: Class 7 contains 20314 members 
Mstep: Class 8 contains 12834 members 
Mstep: Class 9 contains 118235 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 30439 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 16 contains 141470 members 
Mstep: Class 17 contains 44122 members 
Mstep: Class 18 contains 162437 members 
Mstep: Class 19 contains 20577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115780688.000000 Penalty: 53324.304688
Iteration 7F: 17 clusters Score -1.157807e+08 nChanged 55152
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 2 contains 38441 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 5 contains 79705 members 
Mstep: Class 6 contains 20265 members 
Mstep: Class 7 contains 23197 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 114848 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 16 contains 145268 members 
Mstep: Class 17 contains 44990 members 
Mstep: Class 18 contains 140259 members 
Mstep: Class 19 contains 23140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115906024.000000 Penalty: 53324.304688
Iteration 8F: 17 clusters Score -1.15906e+08 nChanged 47188
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 2 contains 46958 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 5 contains 83172 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 24526 members 
Mstep: Class 8 contains 19283 members 
Mstep: Class 9 contains 108365 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 26006 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 16 contains 146115 members 
Mstep: Class 17 contains 45866 members 
Mstep: Class 18 contains 125623 members 
Mstep: Class 19 contains 27558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116011368.000000 Penalty: 53324.304688
Iteration 9F: 17 clusters Score -1.160114e+08 nChanged 46391
Entering Unmasked Mstep 
Mstep: Class 0 contains 614 members 
Mstep: Class 2 contains 55763 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 5 contains 86316 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 25189 members 
Mstep: Class 8 contains 21566 members 
Mstep: Class 9 contains 99609 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 1335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 22686 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 16 contains 142360 members 
Mstep: Class 17 contains 46147 members 
Mstep: Class 18 contains 116207 members 
Mstep: Class 19 contains 34731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093904.000000 Penalty: 53324.304688
Iteration 10F: 17 clusters Score -1.160939e+08 nChanged 43074
Entering Unmasked Mstep 
Mstep: Class 0 contains 603 members 
Mstep: Class 2 contains 64608 members 
Mstep: Class 3 contains 5712 members 
Mstep: Class 5 contains 87511 members 
Mstep: Class 6 contains 27710 members 
Mstep: Class 7 contains 25565 members 
Mstep: Class 8 contains 23032 members 
Mstep: Class 9 contains 90286 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 978 members 
Mstep: Class 13 contains 20891 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 16 contains 141259 members 
Mstep: Class 17 contains 46100 members 
Mstep: Class 18 contains 102241 members 
Mstep: Class 19 contains 45935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116191040.000000 Penalty: 53324.304688
Iteration 11F: 17 clusters Score -1.16191e+08 nChanged 37636
Entering Unmasked Mstep 
Mstep: Class 0 contains 598 members 
Mstep: Class 2 contains 71467 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 5 contains 85061 members 
Mstep: Class 6 contains 29048 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 8 contains 24144 members 
Mstep: Class 9 contains 82418 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 20266 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 16 contains 138776 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 92455 members 
Mstep: Class 19 contains 59437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116267824.000000 Penalty: 53324.304688
Iteration 12F: 17 clusters Score -1.162678e+08 nChanged 31763
Entering Unmasked Mstep 
Mstep: Class 0 contains 593 members 
Mstep: Class 2 contains 77457 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 5 contains 81516 members 
Mstep: Class 6 contains 29345 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 24890 members 
Mstep: Class 9 contains 76168 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 20083 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 16 contains 136287 members 
Mstep: Class 17 contains 45968 members 
Mstep: Class 18 contains 85345 members 
Mstep: Class 19 contains 71668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116334240.000000 Penalty: 53324.304688
Iteration 13Q: 17 clusters Score -1.163342e+08 nChanged 28417
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 82512 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 5 contains 77249 members 
Mstep: Class 6 contains 29360 members 
Mstep: Class 7 contains 26509 members 
Mstep: Class 8 contains 25198 members 
Mstep: Class 9 contains 70823 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 1276 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 16 contains 132139 members 
Mstep: Class 17 contains 45968 members 
Mstep: Class 18 contains 81997 members 
Mstep: Class 19 contains 83187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116377368.000000 Penalty: 53324.304688
Iteration 14Q: 17 clusters Score -1.163774e+08 nChanged 22600
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 85406 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 5 contains 74496 members 
Mstep: Class 6 contains 29299 members 
Mstep: Class 7 contains 26720 members 
Mstep: Class 8 contains 25290 members 
Mstep: Class 9 contains 67899 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 16 contains 129570 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 80326 members 
Mstep: Class 19 contains 89850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116390480.000000 Penalty: 53324.304688
Iteration 15Q: 17 clusters Score -1.163905e+08 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 86538 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 5 contains 73567 members 
Mstep: Class 6 contains 29205 members 
Mstep: Class 7 contains 26953 members 
Mstep: Class 8 contains 25531 members 
Mstep: Class 9 contains 66439 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 20160 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 16 contains 128539 members 
Mstep: Class 17 contains 46012 members 
Mstep: Class 18 contains 79170 members 
Mstep: Class 19 contains 92749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116395248.000000 Penalty: 53324.304688
Iteration 16Q: 17 clusters Score -1.163952e+08 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 86710 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 5 contains 73691 members 
Mstep: Class 6 contains 29116 members 
Mstep: Class 7 contains 27121 members 
Mstep: Class 8 contains 26061 members 
Mstep: Class 9 contains 65489 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 20233 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 16 contains 127362 members 
Mstep: Class 17 contains 46040 members 
Mstep: Class 18 contains 78441 members 
Mstep: Class 19 contains 94556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116406224.000000 Penalty: 53324.304688
Iteration 17Q: 17 clusters Score -1.164062e+08 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 86147 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 5 contains 75001 members 
Mstep: Class 6 contains 29057 members 
Mstep: Class 7 contains 27221 members 
Mstep: Class 8 contains 27033 members 
Mstep: Class 9 contains 64785 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 16 contains 125655 members 
Mstep: Class 17 contains 46062 members 
Mstep: Class 18 contains 77590 members 
Mstep: Class 19 contains 95948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116443952.000000 Penalty: 53324.304688
Iteration 18Q: 17 clusters Score -1.16444e+08 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 84931 members 
Mstep: Class 3 contains 6179 members 
Mstep: Class 5 contains 75349 members 
Mstep: Class 6 contains 29034 members 
Mstep: Class 7 contains 27282 members 
Mstep: Class 8 contains 28187 members 
Mstep: Class 9 contains 64100 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 20333 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 16 contains 120706 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 81163 members 
Mstep: Class 19 contains 97602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116500200.000000 Penalty: 53324.304688
Iteration 19Q: 17 clusters Score -1.165002e+08 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 2 contains 83178 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 5 contains 73232 members 
Mstep: Class 6 contains 29063 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 28520 members 
Mstep: Class 9 contains 63478 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 20382 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 16 contains 113216 members 
Mstep: Class 17 contains 46061 members 
Mstep: Class 18 contains 90609 members 
Mstep: Class 19 contains 99595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116510768.000000 Penalty: 53324.304688
Iteration 20F: 17 clusters Score -1.165108e+08 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 2 contains 79664 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 5 contains 71029 members 
Mstep: Class 6 contains 29099 members 
Mstep: Class 7 contains 27500 members 
Mstep: Class 8 contains 28496 members 
Mstep: Class 9 contains 62964 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 20383 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 16 contains 114076 members 
Mstep: Class 17 contains 46038 members 
Mstep: Class 18 contains 93973 members 
Mstep: Class 19 contains 101484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116511816.000000 Penalty: 53324.304688
Iteration 21Q: 17 clusters Score -1.165118e+08 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 76752 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 5 contains 68932 members 
Mstep: Class 6 contains 29141 members 
Mstep: Class 7 contains 27621 members 
Mstep: Class 8 contains 28420 members 
Mstep: Class 9 contains 62566 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 20347 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 16 contains 115378 members 
Mstep: Class 17 contains 46011 members 
Mstep: Class 18 contains 96303 members 
Mstep: Class 19 contains 103205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116507504.000000 Penalty: 53324.304688
Iteration 22Q: 17 clusters Score -1.165075e+08 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 74432 members 
Mstep: Class 3 contains 6229 members 
Mstep: Class 5 contains 66720 members 
Mstep: Class 6 contains 29173 members 
Mstep: Class 7 contains 27733 members 
Mstep: Class 8 contains 28283 members 
Mstep: Class 9 contains 62280 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 20288 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 16 contains 116144 members 
Mstep: Class 17 contains 46000 members 
Mstep: Class 18 contains 98608 members 
Mstep: Class 19 contains 104995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116501608.000000 Penalty: 53324.304688
Iteration 23Q: 17 clusters Score -1.165016e+08 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 72525 members 
Mstep: Class 3 contains 6238 members 
Mstep: Class 5 contains 64245 members 
Mstep: Class 6 contains 29206 members 
Mstep: Class 7 contains 27856 members 
Mstep: Class 8 contains 28115 members 
Mstep: Class 9 contains 62068 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 20226 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 16 contains 116682 members 
Mstep: Class 17 contains 45993 members 
Mstep: Class 18 contains 100789 members 
Mstep: Class 19 contains 106948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116491992.000000 Penalty: 53324.304688
Iteration 24Q: 17 clusters Score -1.16492e+08 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 70832 members 
Mstep: Class 3 contains 6242 members 
Mstep: Class 5 contains 61330 members 
Mstep: Class 6 contains 29227 members 
Mstep: Class 7 contains 27982 members 
Mstep: Class 8 contains 27968 members 
Mstep: Class 9 contains 61899 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 20190 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 16 contains 117512 members 
Mstep: Class 17 contains 45989 members 
Mstep: Class 18 contains 102452 members 
Mstep: Class 19 contains 109272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116486528.000000 Penalty: 53324.304688
Iteration 25Q: 17 clusters Score -1.164865e+08 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 69054 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 5 contains 58917 members 
Mstep: Class 6 contains 29246 members 
Mstep: Class 7 contains 28181 members 
Mstep: Class 8 contains 27907 members 
Mstep: Class 9 contains 61815 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 20145 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 16 contains 118437 members 
Mstep: Class 17 contains 45988 members 
Mstep: Class 18 contains 103746 members 
Mstep: Class 19 contains 111224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116480664.000000 Penalty: 53324.304688
Iteration 26Q: 17 clusters Score -1.164807e+08 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 67435 members 
Mstep: Class 3 contains 6235 members 
Mstep: Class 5 contains 56568 members 
Mstep: Class 6 contains 29262 members 
Mstep: Class 7 contains 28348 members 
Mstep: Class 8 contains 27888 members 
Mstep: Class 9 contains 61763 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 16 contains 119254 members 
Mstep: Class 17 contains 45980 members 
Mstep: Class 18 contains 104961 members 
Mstep: Class 19 contains 113102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116474320.000000 Penalty: 53324.304688
Iteration 27Q: 17 clusters Score -1.164743e+08 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 65811 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 5 contains 54265 members 
Mstep: Class 6 contains 29275 members 
Mstep: Class 7 contains 28519 members 
Mstep: Class 8 contains 27913 members 
Mstep: Class 9 contains 61755 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 20062 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 16 contains 120156 members 
Mstep: Class 17 contains 45978 members 
Mstep: Class 18 contains 105988 members 
Mstep: Class 19 contains 114939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116467544.000000 Penalty: 53324.304688
Iteration 28Q: 17 clusters Score -1.164675e+08 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 64210 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 5 contains 52004 members 
Mstep: Class 6 contains 29284 members 
Mstep: Class 7 contains 28674 members 
Mstep: Class 8 contains 28000 members 
Mstep: Class 9 contains 61795 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 896 members 
Mstep: Class 13 contains 20035 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 16 contains 121018 members 
Mstep: Class 17 contains 45975 members 
Mstep: Class 18 contains 106868 members 
Mstep: Class 19 contains 116789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116461808.000000 Penalty: 53324.304688
Iteration 29Q: 17 clusters Score -1.164618e+08 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 62819 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 5 contains 49663 members 
Mstep: Class 6 contains 29302 members 
Mstep: Class 7 contains 28826 members 
Mstep: Class 8 contains 28060 members 
Mstep: Class 9 contains 61859 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 895 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 16 contains 121664 members 
Mstep: Class 17 contains 45969 members 
Mstep: Class 18 contains 107740 members 
Mstep: Class 19 contains 118739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116458032.000000 Penalty: 53324.304688
Iteration 30Q: 17 clusters Score -1.16458e+08 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 61760 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 5 contains 47423 members 
Mstep: Class 6 contains 29323 members 
Mstep: Class 7 contains 28969 members 
Mstep: Class 8 contains 28124 members 
Mstep: Class 9 contains 61930 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 19973 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 16 contains 122239 members 
Mstep: Class 17 contains 45954 members 
Mstep: Class 18 contains 108444 members 
Mstep: Class 19 contains 120497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116455440.000000 Penalty: 53324.304688
Iteration 31Q: 17 clusters Score -1.164554e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 61137 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 5 contains 45253 members 
Mstep: Class 6 contains 29322 members 
Mstep: Class 7 contains 29104 members 
Mstep: Class 8 contains 28195 members 
Mstep: Class 9 contains 62035 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 19923 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 16 contains 122676 members 
Mstep: Class 17 contains 45948 members 
Mstep: Class 18 contains 109053 members 
Mstep: Class 19 contains 121980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116454616.000000 Penalty: 53324.304688
Iteration 32Q: 17 clusters Score -1.164546e+08 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 60808 members 
Mstep: Class 3 contains 6303 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 29228 members 
Mstep: Class 8 contains 28260 members 
Mstep: Class 9 contains 62150 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 19871 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 16 contains 123041 members 
Mstep: Class 17 contains 45934 members 
Mstep: Class 18 contains 109535 members 
Mstep: Class 19 contains 123290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116454944.000000 Penalty: 53324.304688
Iteration 33Q: 17 clusters Score -1.164549e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 60711 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 5 contains 41466 members 
Mstep: Class 6 contains 29330 members 
Mstep: Class 7 contains 29332 members 
Mstep: Class 8 contains 28296 members 
Mstep: Class 9 contains 62228 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 19812 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 16 contains 123227 members 
Mstep: Class 17 contains 45921 members 
Mstep: Class 18 contains 110006 members 
Mstep: Class 19 contains 124273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116455352.000000 Penalty: 53324.304688
Iteration 34Q: 17 clusters Score -1.164554e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 60761 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 5 contains 40043 members 
Mstep: Class 6 contains 29342 members 
Mstep: Class 7 contains 29421 members 
Mstep: Class 8 contains 28367 members 
Mstep: Class 9 contains 62295 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 19756 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 16 contains 123423 members 
Mstep: Class 17 contains 45910 members 
Mstep: Class 18 contains 110382 members 
Mstep: Class 19 contains 124893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116456056.000000 Penalty: 53324.304688
Iteration 35Q: 17 clusters Score -1.164561e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 60819 members 
Mstep: Class 3 contains 6337 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 29363 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 62368 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 19697 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 16 contains 123688 members 
Mstep: Class 17 contains 45900 members 
Mstep: Class 18 contains 110626 members 
Mstep: Class 19 contains 125277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116457472.000000 Penalty: 53324.304688
Iteration 36Q: 17 clusters Score -1.164575e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 61051 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 5 contains 37917 members 
Mstep: Class 6 contains 29380 members 
Mstep: Class 7 contains 29522 members 
Mstep: Class 8 contains 28534 members 
Mstep: Class 9 contains 62412 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 19659 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 16 contains 123823 members 
Mstep: Class 17 contains 45891 members 
Mstep: Class 18 contains 110908 members 
Mstep: Class 19 contains 125478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116458352.000000 Penalty: 53324.304688
Iteration 37Q: 17 clusters Score -1.164584e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 61324 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 5 contains 37099 members 
Mstep: Class 6 contains 29411 members 
Mstep: Class 7 contains 29514 members 
Mstep: Class 8 contains 28623 members 
Mstep: Class 9 contains 62432 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 16 contains 123936 members 
Mstep: Class 17 contains 45871 members 
Mstep: Class 18 contains 111164 members 
Mstep: Class 19 contains 125551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116458688.000000 Penalty: 53324.304688
Iteration 38Q: 17 clusters Score -1.164587e+08 nChanged 2574
Entering ConstructFrom: 
Score: -116458688.000000 Penalty: 53324.304688
Entering ConstructFrom: 
Trying to split cluster 2 (61633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Entering Unmasked Estep 
Score: -10158847.000000 Penalty: 2735.180176
	Iteration 0F: 2 clusters Score -1.015885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -10119997.000000 Penalty: 5470.360352
	Iteration 0F: 3 clusters Score -1.012e+07 nChanged 28906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -10141989.000000 Penalty: 5470.360352
	Iteration 1F: 3 clusters Score -1.014199e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -10148634.000000 Penalty: 5470.360352
	Iteration 2F: 3 clusters Score -1.014863e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -10154740.000000 Penalty: 5470.360352
	Iteration 3F: 3 clusters Score -1.015474e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -10159926.000000 Penalty: 5470.360352
	Iteration 4F: 3 clusters Score -1.015993e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -10164508.000000 Penalty: 5470.360352
	Iteration 5F: 3 clusters Score -1.016451e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -10168007.000000 Penalty: 5470.360352
	Iteration 6F: 3 clusters Score -1.016801e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -10170872.000000 Penalty: 5470.360352
	Iteration 7Q: 3 clusters Score -1.017087e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -10174005.000000 Penalty: 5470.360352
	Iteration 8Q: 3 clusters Score -1.0174e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -10176932.000000 Penalty: 5470.360352
	Iteration 9Q: 3 clusters Score -1.017693e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -10178764.000000 Penalty: 5470.360352
	Iteration 10Q: 3 clusters Score -1.017876e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10180223.000000 Penalty: 5470.360352
	Iteration 11Q: 3 clusters Score -1.018022e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -10182719.000000 Penalty: 5470.360352
	Iteration 12Q: 3 clusters Score -1.018272e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10185127.000000 Penalty: 5470.360352
	Iteration 13Q: 3 clusters Score -1.018513e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -10186251.000000 Penalty: 5470.360352
	Iteration 14Q: 3 clusters Score -1.018625e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -10187014.000000 Penalty: 5470.360352
	Iteration 15Q: 3 clusters Score -1.018701e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -10187734.000000 Penalty: 5470.360352
	Iteration 16Q: 3 clusters Score -1.018773e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -10188532.000000 Penalty: 5470.360352
	Iteration 17Q: 3 clusters Score -1.018853e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -10189366.000000 Penalty: 5470.360352
	Iteration 18Q: 3 clusters Score -1.018937e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -10189986.000000 Penalty: 5470.360352
	Iteration 19Q: 3 clusters Score -1.018999e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -10190532.000000 Penalty: 5470.360352
	Iteration 20F: 3 clusters Score -1.019053e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -10190848.000000 Penalty: 5470.360352
	Iteration 21Q: 3 clusters Score -1.019085e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -10191040.000000 Penalty: 5470.360352
	Iteration 22Q: 3 clusters Score -1.019104e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -10191189.000000 Penalty: 5470.360352
	Iteration 23Q: 3 clusters Score -1.019119e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -10191258.000000 Penalty: 5470.360352
	Iteration 24Q: 3 clusters Score -1.019126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -10191321.000000 Penalty: 5470.360352
	Iteration 25Q: 3 clusters Score -1.019132e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -10191376.000000 Penalty: 5470.360352
	Iteration 26Q: 3 clusters Score -1.019138e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -10191417.000000 Penalty: 5470.360352
	Iteration 27Q: 3 clusters Score -1.019142e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -10191439.000000 Penalty: 5470.360352
	Iteration 28Q: 3 clusters Score -1.019144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -10191481.000000 Penalty: 5470.360352
	Iteration 29Q: 3 clusters Score -1.019148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -10191423.000000 Penalty: 5470.360352
	Iteration 30Q: 3 clusters Score -1.019142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -10191487.000000 Penalty: 5470.360352
	Iteration 31Q: 3 clusters Score -1.019149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -10191487.000000 Penalty: 5470.360352
	Iteration 32Q: 3 clusters Score -1.019149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -10191479.000000 Penalty: 5470.360352
	Iteration 33Q: 3 clusters Score -1.019148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -10191493.000000 Penalty: 5470.360352
	Iteration 34Q: 3 clusters Score -1.019149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -10191476.000000 Penalty: 5470.360352
	Iteration 35Q: 3 clusters Score -1.019148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -10191488.000000 Penalty: 5470.360352
	Iteration 36Q: 3 clusters Score -1.019149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -10191485.000000 Penalty: 5470.360352
	Iteration 37Q: 3 clusters Score -1.019148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10191489.000000 Penalty: 5470.360352
	Iteration 38Q: 3 clusters Score -1.019149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -10191496.000000 Penalty: 5470.360352
	Iteration 39Q: 3 clusters Score -1.01915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -10191498.000000 Penalty: 5470.360352
	Iteration 40F: 3 clusters Score -1.01915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -10191486.000000 Penalty: 5470.360352
	Iteration 41Q: 3 clusters Score -1.019149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -10191482.000000 Penalty: 5470.360352
	Iteration 42Q: 3 clusters Score -1.019148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -10191490.000000 Penalty: 5470.360352
	Iteration 43Q: 3 clusters Score -1.019149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -10191484.000000 Penalty: 5470.360352
	Iteration 44Q: 3 clusters Score -1.019148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -10191476.000000 Penalty: 5470.360352
	Iteration 45Q: 3 clusters Score -1.019148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -10191476.000000 Penalty: 5470.360352
	Iteration 46F: 3 clusters Score -1.019148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 6366 members 
Mstep: Class 5 contains 36416 members 
Mstep: Class 6 contains 29436 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 28720 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Entering Unmasked Estep 
Score: -116490752.000000 Penalty: 56657.074219
Splitting cluster 2 changes total score from -116458688.000000 to -116490752.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -1010395.812500 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -1010396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1005294.375000 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -1005294 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1009201.187500 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -1009201 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1012080.500000 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -1012080 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1014714.437500 Penalty: 4344.328125
	Iteration 3F: 3 clusters Score -1014714 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1015693.562500 Penalty: 4344.328125
	Iteration 4F: 3 clusters Score -1015694 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1015929.250000 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -1015929 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1016026.125000 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -1016026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1016090.750000 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -1016091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1016132.750000 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -1016133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1016158.687500 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -1016159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1016171.937500 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -1016172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1016190.437500 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -1016190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1016197.375000 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -1016197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1016206.687500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -1016207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1016208.437500 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -1016208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1016209.312500 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -1016209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1016215.500000 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -1016216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1016214.750000 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -1016215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1016216.312500 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -1016216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1016215.375000 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -1016215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1016220.500000 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -1016220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1016224.687500 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -1016225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1016231.750000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -1016232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1016243.500000 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -1016244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1016254.625000 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -1016255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1016257.875000 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -1016258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1016259.437500 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -1016259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1016264.000000 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -1016264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1016272.000000 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -1016272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1016274.437500 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -1016274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1016274.750000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -1016275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1016285.125000 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -1016285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016288.375000 Penalty: 4344.328125
	Iteration 32Q: 3 clusters Score -1016288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016286.937500 Penalty: 4344.328125
	Iteration 33Q: 3 clusters Score -1016287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016284.875000 Penalty: 4344.328125
	Iteration 34Q: 3 clusters Score -1016285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016286.187500 Penalty: 4344.328125
	Iteration 35Q: 3 clusters Score -1016286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1016286.187500 Penalty: 4344.328125
	Iteration 36F: 3 clusters Score -1016286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 36416 members 
Mstep: Class 6 contains 29436 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 28720 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Entering Unmasked Estep 
Score: -116495616.000000 Penalty: 59989.843750
Splitting cluster 3 changes total score from -116458688.000000 to -116495616.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (36416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Entering Unmasked Estep 
Score: -6328667.500000 Penalty: 2604.685303
	Iteration 0F: 2 clusters Score -6328668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -6304794.500000 Penalty: 5209.370605
	Iteration 0F: 3 clusters Score -6304794 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -6314941.000000 Penalty: 5209.370605
	Iteration 1F: 3 clusters Score -6314941 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6318053.000000 Penalty: 5209.370605
	Iteration 2F: 3 clusters Score -6318053 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6325096.500000 Penalty: 5209.370605
	Iteration 3F: 3 clusters Score -6325096 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6342787.000000 Penalty: 5209.370605
	Iteration 4F: 3 clusters Score -6342787 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -6367030.000000 Penalty: 5209.370605
	Iteration 5F: 3 clusters Score -6367030 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -6370980.500000 Penalty: 5209.370605
	Iteration 6F: 3 clusters Score -6370980 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -6371418.500000 Penalty: 5209.370605
	Iteration 7Q: 3 clusters Score -6371418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -6371591.000000 Penalty: 5209.370605
	Iteration 8Q: 3 clusters Score -6371591 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6371637.500000 Penalty: 5209.370605
	Iteration 9Q: 3 clusters Score -6371638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -6371648.500000 Penalty: 5209.370605
	Iteration 10Q: 3 clusters Score -6371648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6371640.000000 Penalty: 5209.370605
	Iteration 11Q: 3 clusters Score -6371640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6371626.500000 Penalty: 5209.370605
	Iteration 12Q: 3 clusters Score -6371626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -6371635.000000 Penalty: 5209.370605
	Iteration 13Q: 3 clusters Score -6371635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6371635.500000 Penalty: 5209.370605
	Iteration 14Q: 3 clusters Score -6371636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -6371632.500000 Penalty: 5209.370605
	Iteration 15Q: 3 clusters Score -6371632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6371652.000000 Penalty: 5209.370605
	Iteration 16Q: 3 clusters Score -6371652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6371644.000000 Penalty: 5209.370605
	Iteration 17Q: 3 clusters Score -6371644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6371644.000000 Penalty: 5209.370605
	Iteration 18F: 3 clusters Score -6371644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 29436 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 28720 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Entering Unmasked Estep 
Score: -116536728.000000 Penalty: 63322.613281
Splitting cluster 5 changes total score from -116458688.000000 to -116536728.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (29436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Entering Unmasked Estep 
Score: -4968849.000000 Penalty: 2551.913330
	Iteration 0F: 2 clusters Score -4968849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4949307.000000 Penalty: 5103.826660
	Iteration 0F: 3 clusters Score -4949307 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4970047.000000 Penalty: 5103.826660
	Iteration 1F: 3 clusters Score -4970047 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4979800.000000 Penalty: 5103.826660
	Iteration 2F: 3 clusters Score -4979800 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4981662.000000 Penalty: 5103.826660
	Iteration 3F: 3 clusters Score -4981662 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4982068.000000 Penalty: 5103.826660
	Iteration 4Q: 3 clusters Score -4982068 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4982204.000000 Penalty: 5103.826660
	Iteration 5Q: 3 clusters Score -4982204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4982289.500000 Penalty: 5103.826660
	Iteration 6Q: 3 clusters Score -4982290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4982405.500000 Penalty: 5103.826660
	Iteration 7Q: 3 clusters Score -4982406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4982479.500000 Penalty: 5103.826660
	Iteration 8Q: 3 clusters Score -4982480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4982550.000000 Penalty: 5103.826660
	Iteration 9Q: 3 clusters Score -4982550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4982587.000000 Penalty: 5103.826660
	Iteration 10Q: 3 clusters Score -4982587 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4982628.000000 Penalty: 5103.826660
	Iteration 11Q: 3 clusters Score -4982628 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4982667.000000 Penalty: 5103.826660
	Iteration 12Q: 3 clusters Score -4982667 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4982683.500000 Penalty: 5103.826660
	Iteration 13Q: 3 clusters Score -4982684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4982727.500000 Penalty: 5103.826660
	Iteration 14Q: 3 clusters Score -4982728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4982742.000000 Penalty: 5103.826660
	Iteration 15Q: 3 clusters Score -4982742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4982737.500000 Penalty: 5103.826660
	Iteration 16Q: 3 clusters Score -4982738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4982753.000000 Penalty: 5103.826660
	Iteration 17Q: 3 clusters Score -4982753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4982763.500000 Penalty: 5103.826660
	Iteration 18Q: 3 clusters Score -4982764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4982759.000000 Penalty: 5103.826660
	Iteration 19Q: 3 clusters Score -4982759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4982766.000000 Penalty: 5103.826660
	Iteration 20F: 3 clusters Score -4982766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4982774.500000 Penalty: 5103.826660
	Iteration 21Q: 3 clusters Score -4982774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4982776.000000 Penalty: 5103.826660
	Iteration 22Q: 3 clusters Score -4982776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4982766.500000 Penalty: 5103.826660
	Iteration 23Q: 3 clusters Score -4982766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -4982774.500000 Penalty: 5103.826660
	Iteration 24Q: 3 clusters Score -4982774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4982767.500000 Penalty: 5103.826660
	Iteration 25Q: 3 clusters Score -4982768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4982771.500000 Penalty: 5103.826660
	Iteration 26Q: 3 clusters Score -4982772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4982767.000000 Penalty: 5103.826660
	Iteration 27Q: 3 clusters Score -4982767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4982770.000000 Penalty: 5103.826660
	Iteration 28Q: 3 clusters Score -4982770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4982772.000000 Penalty: 5103.826660
	Iteration 29Q: 3 clusters Score -4982772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4982777.000000 Penalty: 5103.826660
	Iteration 30Q: 3 clusters Score -4982777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4982776.500000 Penalty: 5103.826660
	Iteration 31Q: 3 clusters Score -4982776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4982776.500000 Penalty: 5103.826660
	Iteration 32F: 3 clusters Score -4982776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 28720 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Entering Unmasked Estep 
Score: -116550688.000000 Penalty: 66655.382812
Splitting cluster 6 changes total score from -116458688.000000 to -116550688.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (29512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Entering Unmasked Estep 
Score: -5067150.500000 Penalty: 2552.552979
	Iteration 0F: 2 clusters Score -5067150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5046928.500000 Penalty: 5105.105957
	Iteration 0F: 3 clusters Score -5046928 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5055888.000000 Penalty: 5105.105957
	Iteration 1F: 3 clusters Score -5055888 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -5060781.000000 Penalty: 5105.105957
	Iteration 2F: 3 clusters Score -5060781 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5067695.500000 Penalty: 5105.105957
	Iteration 3F: 3 clusters Score -5067696 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5071959.000000 Penalty: 5105.105957
	Iteration 4F: 3 clusters Score -5071959 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5073745.500000 Penalty: 5105.105957
	Iteration 5F: 3 clusters Score -5073746 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5074737.500000 Penalty: 5105.105957
	Iteration 6Q: 3 clusters Score -5074738 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -5075378.500000 Penalty: 5105.105957
	Iteration 7Q: 3 clusters Score -5075378 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5075758.000000 Penalty: 5105.105957
	Iteration 8Q: 3 clusters Score -5075758 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5075916.500000 Penalty: 5105.105957
	Iteration 9Q: 3 clusters Score -5075916 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5075999.000000 Penalty: 5105.105957
	Iteration 10Q: 3 clusters Score -5075999 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5076085.500000 Penalty: 5105.105957
	Iteration 11Q: 3 clusters Score -5076086 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5076135.500000 Penalty: 5105.105957
	Iteration 12Q: 3 clusters Score -5076136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -5076149.000000 Penalty: 5105.105957
	Iteration 13Q: 3 clusters Score -5076149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5076155.500000 Penalty: 5105.105957
	Iteration 14Q: 3 clusters Score -5076156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5076175.000000 Penalty: 5105.105957
	Iteration 15Q: 3 clusters Score -5076175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5076187.500000 Penalty: 5105.105957
	Iteration 16Q: 3 clusters Score -5076188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5076205.000000 Penalty: 5105.105957
	Iteration 17Q: 3 clusters Score -5076205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5076208.000000 Penalty: 5105.105957
	Iteration 18Q: 3 clusters Score -5076208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -5076213.500000 Penalty: 5105.105957
	Iteration 19Q: 3 clusters Score -5076214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5076200.000000 Penalty: 5105.105957
	Iteration 20F: 3 clusters Score -5076200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5076209.000000 Penalty: 5105.105957
	Iteration 21Q: 3 clusters Score -5076209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5076221.000000 Penalty: 5105.105957
	Iteration 22Q: 3 clusters Score -5076221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -5076217.000000 Penalty: 5105.105957
	Iteration 23Q: 3 clusters Score -5076217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5076216.000000 Penalty: 5105.105957
	Iteration 24Q: 3 clusters Score -5076216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5076220.000000 Penalty: 5105.105957
	Iteration 25Q: 3 clusters Score -5076220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -5076221.500000 Penalty: 5105.105957
	Iteration 26Q: 3 clusters Score -5076222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5076224.000000 Penalty: 5105.105957
	Iteration 27Q: 3 clusters Score -5076224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5076217.500000 Penalty: 5105.105957
	Iteration 28Q: 3 clusters Score -5076218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -5076215.000000 Penalty: 5105.105957
	Iteration 29Q: 3 clusters Score -5076215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5076220.000000 Penalty: 5105.105957
	Iteration 30Q: 3 clusters Score -5076220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5076218.500000 Penalty: 5105.105957
	Iteration 31Q: 3 clusters Score -5076218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5076213.500000 Penalty: 5105.105957
	Iteration 32Q: 3 clusters Score -5076214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5076217.000000 Penalty: 5105.105957
	Iteration 33Q: 3 clusters Score -5076217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5076219.000000 Penalty: 5105.105957
	Iteration 34Q: 3 clusters Score -5076219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5076219.000000 Penalty: 5105.105957
	Iteration 35F: 3 clusters Score -5076219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 28720 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Entering Unmasked Estep 
Score: -116558696.000000 Penalty: 69988.148438
Splitting cluster 7 changes total score from -116458688.000000 to -116558696.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (28720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Entering Unmasked Estep 
Score: -4536754.500000 Penalty: 2545.806641
	Iteration 0F: 2 clusters Score -4536754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4517787.500000 Penalty: 5091.613281
	Iteration 0F: 3 clusters Score -4517788 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4544137.500000 Penalty: 5091.613281
	Iteration 1F: 3 clusters Score -4544138 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4559107.500000 Penalty: 5091.613281
	Iteration 2F: 3 clusters Score -4559108 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4561847.500000 Penalty: 5091.613281
	Iteration 3F: 3 clusters Score -4561848 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4562554.000000 Penalty: 5091.613281
	Iteration 4Q: 3 clusters Score -4562554 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4562856.500000 Penalty: 5091.613281
	Iteration 5Q: 3 clusters Score -4562856 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4563044.000000 Penalty: 5091.613281
	Iteration 6Q: 3 clusters Score -4563044 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -4563183.000000 Penalty: 5091.613281
	Iteration 7Q: 3 clusters Score -4563183 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4563298.500000 Penalty: 5091.613281
	Iteration 8Q: 3 clusters Score -4563298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4563358.500000 Penalty: 5091.613281
	Iteration 9Q: 3 clusters Score -4563358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4563399.000000 Penalty: 5091.613281
	Iteration 10Q: 3 clusters Score -4563399 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4563428.000000 Penalty: 5091.613281
	Iteration 11Q: 3 clusters Score -4563428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4563475.500000 Penalty: 5091.613281
	Iteration 12Q: 3 clusters Score -4563476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4563509.000000 Penalty: 5091.613281
	Iteration 13Q: 3 clusters Score -4563509 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4563550.500000 Penalty: 5091.613281
	Iteration 14Q: 3 clusters Score -4563550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4563579.500000 Penalty: 5091.613281
	Iteration 15Q: 3 clusters Score -4563580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -4563621.000000 Penalty: 5091.613281
	Iteration 16Q: 3 clusters Score -4563621 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4563695.000000 Penalty: 5091.613281
	Iteration 17Q: 3 clusters Score -4563695 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4563803.500000 Penalty: 5091.613281
	Iteration 18Q: 3 clusters Score -4563804 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4563902.500000 Penalty: 5091.613281
	Iteration 19Q: 3 clusters Score -4563902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4564112.500000 Penalty: 5091.613281
	Iteration 20F: 3 clusters Score -4564112 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4564305.500000 Penalty: 5091.613281
	Iteration 21Q: 3 clusters Score -4564306 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4564546.500000 Penalty: 5091.613281
	Iteration 22Q: 3 clusters Score -4564546 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4564752.000000 Penalty: 5091.613281
	Iteration 23Q: 3 clusters Score -4564752 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4564892.500000 Penalty: 5091.613281
	Iteration 24Q: 3 clusters Score -4564892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4564975.500000 Penalty: 5091.613281
	Iteration 25Q: 3 clusters Score -4564976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4565047.000000 Penalty: 5091.613281
	Iteration 26Q: 3 clusters Score -4565047 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4565078.500000 Penalty: 5091.613281
	Iteration 27Q: 3 clusters Score -4565078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4565129.500000 Penalty: 5091.613281
	Iteration 28Q: 3 clusters Score -4565130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4565155.000000 Penalty: 5091.613281
	Iteration 29Q: 3 clusters Score -4565155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4565159.500000 Penalty: 5091.613281
	Iteration 30Q: 3 clusters Score -4565160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4565181.500000 Penalty: 5091.613281
	Iteration 31Q: 3 clusters Score -4565182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4565204.500000 Penalty: 5091.613281
	Iteration 32Q: 3 clusters Score -4565204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4565197.500000 Penalty: 5091.613281
	Iteration 33Q: 3 clusters Score -4565198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4565211.000000 Penalty: 5091.613281
	Iteration 34Q: 3 clusters Score -4565211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4565211.000000 Penalty: 5091.613281
	Iteration 35Q: 3 clusters Score -4565211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4565217.500000 Penalty: 5091.613281
	Iteration 36Q: 3 clusters Score -4565218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4565215.500000 Penalty: 5091.613281
	Iteration 37Q: 3 clusters Score -4565216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4565230.000000 Penalty: 5091.613281
	Iteration 38Q: 3 clusters Score -4565230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4565253.000000 Penalty: 5091.613281
	Iteration 39Q: 3 clusters Score -4565253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4565239.500000 Penalty: 5091.613281
	Iteration 40F: 3 clusters Score -4565240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4565246.000000 Penalty: 5091.613281
	Iteration 41Q: 3 clusters Score -4565246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4565255.000000 Penalty: 5091.613281
	Iteration 42Q: 3 clusters Score -4565255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4565254.000000 Penalty: 5091.613281
	Iteration 43Q: 3 clusters Score -4565254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4565251.500000 Penalty: 5091.613281
	Iteration 44Q: 3 clusters Score -4565252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4565262.000000 Penalty: 5091.613281
	Iteration 45Q: 3 clusters Score -4565262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4565260.000000 Penalty: 5091.613281
	Iteration 46Q: 3 clusters Score -4565260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4565272.500000 Penalty: 5091.613281
	Iteration 47Q: 3 clusters Score -4565272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4565285.500000 Penalty: 5091.613281
	Iteration 48Q: 3 clusters Score -4565286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4565292.500000 Penalty: 5091.613281
	Iteration 49Q: 3 clusters Score -4565292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4565299.500000 Penalty: 5091.613281
	Iteration 50Q: 3 clusters Score -4565300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4565303.000000 Penalty: 5091.613281
	Iteration 51Q: 3 clusters Score -4565303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4565316.000000 Penalty: 5091.613281
	Iteration 52Q: 3 clusters Score -4565316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4565330.000000 Penalty: 5091.613281
	Iteration 53Q: 3 clusters Score -4565330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4565334.000000 Penalty: 5091.613281
	Iteration 54Q: 3 clusters Score -4565334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4565324.000000 Penalty: 5091.613281
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18665 members 
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Mstep: Class 2 contains 10039 members 
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Mstep: Class 2 contains 10005 members 
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Mstep: Class 1 contains 18786 members 
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	Iteration 59Q: 3 clusters Score -4565584 nChanged 305
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Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 9757 members 
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Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 9559 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13700 members 
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	Iteration 120F: 3 clusters Score -4569612 nChanged 18
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	Iteration 123Q: 3 clusters Score -4569620 nChanged 19
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	Iteration 124Q: 3 clusters Score -4569624 nChanged 22
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	Iteration 128Q: 3 clusters Score -4569632 nChanged 33
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	Iteration 139Q: 3 clusters Score -4569638 nChanged 11
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	Iteration 140F: 3 clusters Score -4569642 nChanged 9
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	Iteration 141Q: 3 clusters Score -4569626 nChanged 12
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	Iteration 142Q: 3 clusters Score -4569628 nChanged 19
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	Iteration 149Q: 3 clusters Score -4569689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4569681.500000 Penalty: 5091.613281
	Iteration 150Q: 3 clusters Score -4569682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4569674.000000 Penalty: 5091.613281
	Iteration 151Q: 3 clusters Score -4569674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4569673.000000 Penalty: 5091.613281
	Iteration 152Q: 3 clusters Score -4569673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4569671.500000 Penalty: 5091.613281
	Iteration 153Q: 3 clusters Score -4569672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4569669.500000 Penalty: 5091.613281
	Iteration 154Q: 3 clusters Score -4569670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4569677.500000 Penalty: 5091.613281
	Iteration 155Q: 3 clusters Score -4569678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4569687.500000 Penalty: 5091.613281
	Iteration 156Q: 3 clusters Score -4569688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4569685.500000 Penalty: 5091.613281
	Iteration 157Q: 3 clusters Score -4569686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4569682.000000 Penalty: 5091.613281
	Iteration 158Q: 3 clusters Score -4569682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4569686.000000 Penalty: 5091.613281
	Iteration 159Q: 3 clusters Score -4569686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4569692.500000 Penalty: 5091.613281
	Iteration 160F: 3 clusters Score -4569692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4569698.500000 Penalty: 5091.613281
	Iteration 161Q: 3 clusters Score -4569698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4569692.500000 Penalty: 5091.613281
	Iteration 162Q: 3 clusters Score -4569692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4569686.000000 Penalty: 5091.613281
	Iteration 163Q: 3 clusters Score -4569686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4569683.000000 Penalty: 5091.613281
	Iteration 164Q: 3 clusters Score -4569683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4569696.500000 Penalty: 5091.613281
	Iteration 165Q: 3 clusters Score -4569696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4569697.500000 Penalty: 5091.613281
	Iteration 166Q: 3 clusters Score -4569698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4569699.500000 Penalty: 5091.613281
	Iteration 167Q: 3 clusters Score -4569700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4569697.500000 Penalty: 5091.613281
	Iteration 168Q: 3 clusters Score -4569698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4569688.500000 Penalty: 5091.613281
	Iteration 169Q: 3 clusters Score -4569688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4569690.000000 Penalty: 5091.613281
	Iteration 170Q: 3 clusters Score -4569690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4569696.000000 Penalty: 5091.613281
	Iteration 171Q: 3 clusters Score -4569696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4569696.500000 Penalty: 5091.613281
	Iteration 172Q: 3 clusters Score -4569696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4569695.500000 Penalty: 5091.613281
	Iteration 173Q: 3 clusters Score -4569696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4569688.500000 Penalty: 5091.613281
	Iteration 174Q: 3 clusters Score -4569688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4569686.500000 Penalty: 5091.613281
	Iteration 175Q: 3 clusters Score -4569686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4569683.500000 Penalty: 5091.613281
	Iteration 176Q: 3 clusters Score -4569684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4569683.000000 Penalty: 5091.613281
	Iteration 177Q: 3 clusters Score -4569683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4569687.000000 Penalty: 5091.613281
	Iteration 178Q: 3 clusters Score -4569687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4569690.500000 Penalty: 5091.613281
	Iteration 179Q: 3 clusters Score -4569690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4569687.500000 Penalty: 5091.613281
	Iteration 180F: 3 clusters Score -4569688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4569689.500000 Penalty: 5091.613281
	Iteration 181Q: 3 clusters Score -4569690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4569688.500000 Penalty: 5091.613281
	Iteration 182Q: 3 clusters Score -4569688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4569687.500000 Penalty: 5091.613281
	Iteration 183Q: 3 clusters Score -4569688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4569690.500000 Penalty: 5091.613281
	Iteration 184Q: 3 clusters Score -4569690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4569690.500000 Penalty: 5091.613281
	Iteration 185F: 3 clusters Score -4569690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 62428 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Entering Unmasked Estep 
Score: -116592616.000000 Penalty: 73320.921875
Splitting cluster 8 changes total score from -116458688.000000 to -116592616.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (62428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Entering Unmasked Estep 
Score: -10908685.000000 Penalty: 2738.358643
	Iteration 0F: 2 clusters Score -1.090868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -10883465.000000 Penalty: 5476.717285
	Iteration 0F: 3 clusters Score -1.088346e+07 nChanged 29172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -10901551.000000 Penalty: 5476.717285
	Iteration 1F: 3 clusters Score -1.090155e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -10908530.000000 Penalty: 5476.717285
	Iteration 2F: 3 clusters Score -1.090853e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -10925159.000000 Penalty: 5476.717285
	Iteration 3F: 3 clusters Score -1.092516e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -10944959.000000 Penalty: 5476.717285
	Iteration 4F: 3 clusters Score -1.094496e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -10955187.000000 Penalty: 5476.717285
	Iteration 5F: 3 clusters Score -1.095519e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -10957390.000000 Penalty: 5476.717285
	Iteration 6Q: 3 clusters Score -1.095739e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -10958250.000000 Penalty: 5476.717285
	Iteration 7Q: 3 clusters Score -1.095825e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -10958739.000000 Penalty: 5476.717285
	Iteration 8Q: 3 clusters Score -1.095874e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -10959023.000000 Penalty: 5476.717285
	Iteration 9Q: 3 clusters Score -1.095902e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -10959113.000000 Penalty: 5476.717285
	Iteration 10Q: 3 clusters Score -1.095911e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -10959177.000000 Penalty: 5476.717285
	Iteration 11Q: 3 clusters Score -1.095918e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -10959350.000000 Penalty: 5476.717285
	Iteration 12Q: 3 clusters Score -1.095935e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -10959457.000000 Penalty: 5476.717285
	Iteration 13Q: 3 clusters Score -1.095946e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -10959672.000000 Penalty: 5476.717285
	Iteration 14Q: 3 clusters Score -1.095967e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -10959823.000000 Penalty: 5476.717285
	Iteration 15Q: 3 clusters Score -1.095982e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -10960044.000000 Penalty: 5476.717285
	Iteration 16Q: 3 clusters Score -1.096004e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -10960354.000000 Penalty: 5476.717285
	Iteration 17Q: 3 clusters Score -1.096035e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -10960553.000000 Penalty: 5476.717285
	Iteration 18Q: 3 clusters Score -1.096055e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -10960706.000000 Penalty: 5476.717285
	Iteration 19Q: 3 clusters Score -1.096071e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -10960953.000000 Penalty: 5476.717285
	Iteration 20F: 3 clusters Score -1.096095e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -10961067.000000 Penalty: 5476.717285
	Iteration 21Q: 3 clusters Score -1.096107e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -10961153.000000 Penalty: 5476.717285
	Iteration 22Q: 3 clusters Score -1.096115e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -10961206.000000 Penalty: 5476.717285
	Iteration 23Q: 3 clusters Score -1.096121e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -10961304.000000 Penalty: 5476.717285
	Iteration 24Q: 3 clusters Score -1.09613e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -10961407.000000 Penalty: 5476.717285
	Iteration 25Q: 3 clusters Score -1.096141e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -10961412.000000 Penalty: 5476.717285
	Iteration 26Q: 3 clusters Score -1.096141e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -10961399.000000 Penalty: 5476.717285
	Iteration 27Q: 3 clusters Score -1.09614e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -10961437.000000 Penalty: 5476.717285
	Iteration 28Q: 3 clusters Score -1.096144e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -10961407.000000 Penalty: 5476.717285
	Iteration 29Q: 3 clusters Score -1.096141e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -10961380.000000 Penalty: 5476.717285
	Iteration 30Q: 3 clusters Score -1.096138e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -10961454.000000 Penalty: 5476.717285
	Iteration 31Q: 3 clusters Score -1.096145e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -10961463.000000 Penalty: 5476.717285
	Iteration 32Q: 3 clusters Score -1.096146e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -10961464.000000 Penalty: 5476.717285
	Iteration 33Q: 3 clusters Score -1.096146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -10961432.000000 Penalty: 5476.717285
	Iteration 34Q: 3 clusters Score -1.096143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -10961398.000000 Penalty: 5476.717285
	Iteration 35Q: 3 clusters Score -1.09614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -10961407.000000 Penalty: 5476.717285
	Iteration 36Q: 3 clusters Score -1.096141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -10961400.000000 Penalty: 5476.717285
	Iteration 37Q: 3 clusters Score -1.09614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -10961392.000000 Penalty: 5476.717285
	Iteration 38Q: 3 clusters Score -1.096139e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -10961376.000000 Penalty: 5476.717285
	Iteration 39Q: 3 clusters Score -1.096138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -10961357.000000 Penalty: 5476.717285
	Iteration 40F: 3 clusters Score -1.096136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -10961342.000000 Penalty: 5476.717285
	Iteration 41Q: 3 clusters Score -1.096134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -10961331.000000 Penalty: 5476.717285
	Iteration 42Q: 3 clusters Score -1.096133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -10961336.000000 Penalty: 5476.717285
	Iteration 43Q: 3 clusters Score -1.096134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -10961351.000000 Penalty: 5476.717285
	Iteration 44Q: 3 clusters Score -1.096135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -10961349.000000 Penalty: 5476.717285
	Iteration 45Q: 3 clusters Score -1.096135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -10961354.000000 Penalty: 5476.717285
	Iteration 46Q: 3 clusters Score -1.096135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -10961329.000000 Penalty: 5476.717285
	Iteration 47Q: 3 clusters Score -1.096133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -10961325.000000 Penalty: 5476.717285
	Iteration 48Q: 3 clusters Score -1.096132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -10961323.000000 Penalty: 5476.717285
	Iteration 49Q: 3 clusters Score -1.096132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -10961313.000000 Penalty: 5476.717285
	Iteration 50Q: 3 clusters Score -1.096131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -10961307.000000 Penalty: 5476.717285
	Iteration 51Q: 3 clusters Score -1.096131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -10961304.000000 Penalty: 5476.717285
	Iteration 52Q: 3 clusters Score -1.09613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -10961308.000000 Penalty: 5476.717285
	Iteration 53Q: 3 clusters Score -1.096131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -10961308.000000 Penalty: 5476.717285
	Iteration 54F: 3 clusters Score -1.096131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Entering Unmasked Estep 
Score: -116645224.000000 Penalty: 76653.687500
Splitting cluster 9 changes total score from -116458688.000000 to -116645224.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -102439.625000 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -102439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101440.500000 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -101440.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105299.539062 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -105299.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -107829.304688 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -107829.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -109459.750000 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -109459.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110228.835938 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -110228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110497.101562 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -110497.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110693.203125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -110693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110829.312500 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -110829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111030.562500 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -111030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111252.257812 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -111252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111399.843750 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -111399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111532.539062 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -111532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111568.789062 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -111568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111621.085938 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -111621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111653.640625 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -111653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111682.898438 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -111682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111692.500000 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -111692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111703.296875 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -111703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111711.750000 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -111711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111715.125000 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -111715.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111718.992188 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -111719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111736.718750 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -111736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111742.046875 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -111742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111742.046875 Penalty: 3393.441406
	Iteration 23F: 3 clusters Score -111742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Entering Unmasked Estep 
Score: -116652808.000000 Penalty: 79986.460938
Splitting cluster 10 changes total score from -116458688.000000 to -116652808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -188296.156250 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -188296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -186301.593750 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -186301.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187618.468750 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -187618.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -188906.796875 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -188906.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -189533.531250 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -189533.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -189672.234375 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -189672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -189719.046875 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -189719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -189727.937500 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -189727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -189732.984375 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -189733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -189734.796875 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -189734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -189736.125000 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -189736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -189736.125000 Penalty: 3534.140381
	Iteration 10F: 3 clusters Score -189736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Entering Unmasked Estep 
Score: -116652656.000000 Penalty: 83319.226562
Splitting cluster 11 changes total score from -116458688.000000 to -116652656.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -106855.000000 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -106855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105727.578125 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -105727.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -108474.593750 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -108474.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -110603.226562 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -110603.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -111448.929688 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -111448.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -111654.398438 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -111654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -111696.515625 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -111696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -111711.375000 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -111711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -111714.742188 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -111714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -111717.039062 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -111717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -111722.992188 Penalty: 3365.651611
	Iteration 9F: 3 clusters Score -111723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -111756.765625 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -111756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -111788.437500 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -111788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -111797.460938 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -111797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -111797.460938 Penalty: 3365.651611
	Iteration 13F: 3 clusters Score -111797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Entering Unmasked Estep 
Score: -116655920.000000 Penalty: 86652.000000
Splitting cluster 12 changes total score from -116458688.000000 to -116655920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (19614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Entering Unmasked Estep 
Score: -3332945.000000 Penalty: 2451.231689
	Iteration 0F: 2 clusters Score -3332945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3319392.000000 Penalty: 4902.463379
	Iteration 0F: 3 clusters Score -3319392 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3327442.500000 Penalty: 4902.463379
	Iteration 1F: 3 clusters Score -3327442 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3339926.000000 Penalty: 4902.463379
	Iteration 2F: 3 clusters Score -3339926 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3349315.250000 Penalty: 4902.463379
	Iteration 3F: 3 clusters Score -3349315 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3350349.250000 Penalty: 4902.463379
	Iteration 4F: 3 clusters Score -3350349 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3350620.750000 Penalty: 4902.463379
	Iteration 5Q: 3 clusters Score -3350621 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3350777.000000 Penalty: 4902.463379
	Iteration 6Q: 3 clusters Score -3350777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3350886.500000 Penalty: 4902.463379
	Iteration 7Q: 3 clusters Score -3350886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3351013.500000 Penalty: 4902.463379
	Iteration 8Q: 3 clusters Score -3351014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3351140.750000 Penalty: 4902.463379
	Iteration 9Q: 3 clusters Score -3351141 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3351255.500000 Penalty: 4902.463379
	Iteration 10Q: 3 clusters Score -3351256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3351345.750000 Penalty: 4902.463379
	Iteration 11Q: 3 clusters Score -3351346 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3351441.250000 Penalty: 4902.463379
	Iteration 12Q: 3 clusters Score -3351441 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3351540.000000 Penalty: 4902.463379
	Iteration 13Q: 3 clusters Score -3351540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3351598.500000 Penalty: 4902.463379
	Iteration 14Q: 3 clusters Score -3351598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3351670.250000 Penalty: 4902.463379
	Iteration 15Q: 3 clusters Score -3351670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3351742.000000 Penalty: 4902.463379
	Iteration 16Q: 3 clusters Score -3351742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3351811.750000 Penalty: 4902.463379
	Iteration 17Q: 3 clusters Score -3351812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3351881.750000 Penalty: 4902.463379
	Iteration 18Q: 3 clusters Score -3351882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3351960.500000 Penalty: 4902.463379
	Iteration 19Q: 3 clusters Score -3351960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3352049.000000 Penalty: 4902.463379
	Iteration 20F: 3 clusters Score -3352049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3352162.750000 Penalty: 4902.463379
	Iteration 21Q: 3 clusters Score -3352163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3352255.250000 Penalty: 4902.463379
	Iteration 22Q: 3 clusters Score -3352255 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3352357.000000 Penalty: 4902.463379
	Iteration 23Q: 3 clusters Score -3352357 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3352472.000000 Penalty: 4902.463379
	Iteration 24Q: 3 clusters Score -3352472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3352565.500000 Penalty: 4902.463379
	Iteration 25Q: 3 clusters Score -3352566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3352619.250000 Penalty: 4902.463379
	Iteration 26Q: 3 clusters Score -3352619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3352660.750000 Penalty: 4902.463379
	Iteration 27Q: 3 clusters Score -3352661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3352692.250000 Penalty: 4902.463379
	Iteration 28Q: 3 clusters Score -3352692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3352698.750000 Penalty: 4902.463379
	Iteration 29Q: 3 clusters Score -3352699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3352704.250000 Penalty: 4902.463379
	Iteration 30Q: 3 clusters Score -3352704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3352709.250000 Penalty: 4902.463379
	Iteration 31Q: 3 clusters Score -3352709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3352710.000000 Penalty: 4902.463379
	Iteration 32Q: 3 clusters Score -3352710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3352711.500000 Penalty: 4902.463379
	Iteration 33Q: 3 clusters Score -3352712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3352709.250000 Penalty: 4902.463379
	Iteration 34Q: 3 clusters Score -3352709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3352709.250000 Penalty: 4902.463379
	Iteration 35F: 3 clusters Score -3352709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Entering Unmasked Estep 
Score: -116675216.000000 Penalty: 89984.765625
Splitting cluster 13 changes total score from -116458688.000000 to -116675216.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -211486.281250 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -211486.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209430.093750 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -209430.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210405.656250 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -210405.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -211089.578125 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -211089.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211445.281250 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -211445.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -211713.312500 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -211713.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -211915.718750 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -211915.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -212179.531250 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -212179.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212600.968750 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -212601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -212753.140625 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -212753.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212841.156250 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -212841.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -212948.781250 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -212948.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -213008.421875 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -213008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -213038.484375 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -213038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -213054.734375 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -213054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -213076.468750 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -213076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -213087.765625 Penalty: 3593.844971
	Iteration 15Q: 3 clusters Score -213087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -213089.296875 Penalty: 3593.844971
	Iteration 16F: 3 clusters Score -213089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -213106.468750 Penalty: 3593.844971
	Iteration 17Q: 3 clusters Score -213106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -213116.515625 Penalty: 3593.844971
	Iteration 18Q: 3 clusters Score -213116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -213128.171875 Penalty: 3593.844971
	Iteration 19Q: 3 clusters Score -213128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -213130.140625 Penalty: 3593.844971
	Iteration 20F: 3 clusters Score -213130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 124040 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 377 members 
Entering Unmasked Estep 
Score: -116675016.000000 Penalty: 93317.539062
Splitting cluster 14 changes total score from -116458688.000000 to -116675016.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (124040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124040 members 
Entering Unmasked Estep 
Score: -21151872.000000 Penalty: 2908.633057
	Iteration 0F: 2 clusters Score -2.115187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -21136632.000000 Penalty: 5817.266113
	Iteration 0F: 3 clusters Score -2.113663e+07 nChanged 59160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -21171274.000000 Penalty: 5817.266113
	Iteration 1F: 3 clusters Score -2.117127e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -21174944.000000 Penalty: 5817.266113
	Iteration 2F: 3 clusters Score -2.117494e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -21182404.000000 Penalty: 5817.266113
	Iteration 3F: 3 clusters Score -2.11824e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -21195156.000000 Penalty: 5817.266113
	Iteration 4F: 3 clusters Score -2.119516e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -21207014.000000 Penalty: 5817.266113
	Iteration 5F: 3 clusters Score -2.120701e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -21213434.000000 Penalty: 5817.266113
	Iteration 6F: 3 clusters Score -2.121343e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -21216024.000000 Penalty: 5817.266113
	Iteration 7F: 3 clusters Score -2.121602e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -21218002.000000 Penalty: 5817.266113
	Iteration 8Q: 3 clusters Score -2.1218e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -21219462.000000 Penalty: 5817.266113
	Iteration 9Q: 3 clusters Score -2.121946e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -21220528.000000 Penalty: 5817.266113
	Iteration 10Q: 3 clusters Score -2.122053e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -21221388.000000 Penalty: 5817.266113
	Iteration 11Q: 3 clusters Score -2.122139e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -21221886.000000 Penalty: 5817.266113
	Iteration 12Q: 3 clusters Score -2.122189e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -21222290.000000 Penalty: 5817.266113
	Iteration 13Q: 3 clusters Score -2.122229e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -21222680.000000 Penalty: 5817.266113
	Iteration 14Q: 3 clusters Score -2.122268e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -21223166.000000 Penalty: 5817.266113
	Iteration 15Q: 3 clusters Score -2.122317e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -21223480.000000 Penalty: 5817.266113
	Iteration 16Q: 3 clusters Score -2.122348e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -21223688.000000 Penalty: 5817.266113
	Iteration 17Q: 3 clusters Score -2.122369e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -21223922.000000 Penalty: 5817.266113
	Iteration 18Q: 3 clusters Score -2.122392e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -21224190.000000 Penalty: 5817.266113
	Iteration 19Q: 3 clusters Score -2.122419e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -21224450.000000 Penalty: 5817.266113
	Iteration 20F: 3 clusters Score -2.122445e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -21224592.000000 Penalty: 5817.266113
	Iteration 21Q: 3 clusters Score -2.122459e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -21224746.000000 Penalty: 5817.266113
	Iteration 22Q: 3 clusters Score -2.122475e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -21224852.000000 Penalty: 5817.266113
	Iteration 23Q: 3 clusters Score -2.122485e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -21224944.000000 Penalty: 5817.266113
	Iteration 24Q: 3 clusters Score -2.122494e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -21224924.000000 Penalty: 5817.266113
	Iteration 25Q: 3 clusters Score -2.122492e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -21224926.000000 Penalty: 5817.266113
	Iteration 26Q: 3 clusters Score -2.122493e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -21224876.000000 Penalty: 5817.266113
	Iteration 27Q: 3 clusters Score -2.122488e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -21224766.000000 Penalty: 5817.266113
	Iteration 28Q: 3 clusters Score -2.122477e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -21224846.000000 Penalty: 5817.266113
	Iteration 29Q: 3 clusters Score -2.122485e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -21224868.000000 Penalty: 5817.266113
	Iteration 30Q: 3 clusters Score -2.122487e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -21224866.000000 Penalty: 5817.266113
	Iteration 31Q: 3 clusters Score -2.122487e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -21224938.000000 Penalty: 5817.266113
	Iteration 32Q: 3 clusters Score -2.122494e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -21224950.000000 Penalty: 5817.266113
	Iteration 33Q: 3 clusters Score -2.122495e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -21224880.000000 Penalty: 5817.266113
	Iteration 34Q: 3 clusters Score -2.122488e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -21224938.000000 Penalty: 5817.266113
	Iteration 35Q: 3 clusters Score -2.122494e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -21224946.000000 Penalty: 5817.266113
	Iteration 36Q: 3 clusters Score -2.122495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -21224960.000000 Penalty: 5817.266113
	Iteration 37Q: 3 clusters Score -2.122496e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -21224972.000000 Penalty: 5817.266113
	Iteration 38Q: 3 clusters Score -2.122497e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -21224912.000000 Penalty: 5817.266113
	Iteration 39Q: 3 clusters Score -2.122491e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -21224960.000000 Penalty: 5817.266113
	Iteration 40F: 3 clusters Score -2.122496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -21224990.000000 Penalty: 5817.266113
	Iteration 41Q: 3 clusters Score -2.122499e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -21224960.000000 Penalty: 5817.266113
	Iteration 42Q: 3 clusters Score -2.122496e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -21224988.000000 Penalty: 5817.266113
	Iteration 43Q: 3 clusters Score -2.122499e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -21224958.000000 Penalty: 5817.266113
	Iteration 44Q: 3 clusters Score -2.122496e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -21224958.000000 Penalty: 5817.266113
	Iteration 45Q: 3 clusters Score -2.122496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -21224954.000000 Penalty: 5817.266113
	Iteration 46Q: 3 clusters Score -2.122495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -21225000.000000 Penalty: 5817.266113
	Iteration 47Q: 3 clusters Score -2.1225e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -21224960.000000 Penalty: 5817.266113
	Iteration 48Q: 3 clusters Score -2.122496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -21224952.000000 Penalty: 5817.266113
	Iteration 49Q: 3 clusters Score -2.122495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -21224962.000000 Penalty: 5817.266113
	Iteration 50Q: 3 clusters Score -2.122496e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -21224918.000000 Penalty: 5817.266113
	Iteration 51Q: 3 clusters Score -2.122492e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -21224922.000000 Penalty: 5817.266113
	Iteration 52Q: 3 clusters Score -2.122492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -21224946.000000 Penalty: 5817.266113
	Iteration 53Q: 3 clusters Score -2.122495e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -21224974.000000 Penalty: 5817.266113
	Iteration 54Q: 3 clusters Score -2.122497e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -21225046.000000 Penalty: 5817.266113
	Iteration 55Q: 3 clusters Score -2.122505e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -21225152.000000 Penalty: 5817.266113
	Iteration 56Q: 3 clusters Score -2.122515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -21225294.000000 Penalty: 5817.266113
	Iteration 57Q: 3 clusters Score -2.122529e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -21225448.000000 Penalty: 5817.266113
	Iteration 58Q: 3 clusters Score -2.122545e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -21225560.000000 Penalty: 5817.266113
	Iteration 59Q: 3 clusters Score -2.122556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -21225718.000000 Penalty: 5817.266113
	Iteration 60F: 3 clusters Score -2.122572e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -21225876.000000 Penalty: 5817.266113
	Iteration 61Q: 3 clusters Score -2.122588e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -21226068.000000 Penalty: 5817.266113
	Iteration 62Q: 3 clusters Score -2.122607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -21226352.000000 Penalty: 5817.266113
	Iteration 63Q: 3 clusters Score -2.122635e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -21226708.000000 Penalty: 5817.266113
	Iteration 64Q: 3 clusters Score -2.122671e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -21227044.000000 Penalty: 5817.266113
	Iteration 65Q: 3 clusters Score -2.122704e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -21227538.000000 Penalty: 5817.266113
	Iteration 66Q: 3 clusters Score -2.122754e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -21228216.000000 Penalty: 5817.266113
	Iteration 67Q: 3 clusters Score -2.122822e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -21229108.000000 Penalty: 5817.266113
	Iteration 68Q: 3 clusters Score -2.122911e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -21230132.000000 Penalty: 5817.266113
	Iteration 69Q: 3 clusters Score -2.123013e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -21231330.000000 Penalty: 5817.266113
	Iteration 70Q: 3 clusters Score -2.123133e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -21232738.000000 Penalty: 5817.266113
	Iteration 71Q: 3 clusters Score -2.123274e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -21234136.000000 Penalty: 5817.266113
	Iteration 72Q: 3 clusters Score -2.123414e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -21235522.000000 Penalty: 5817.266113
	Iteration 73Q: 3 clusters Score -2.123552e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -21236264.000000 Penalty: 5817.266113
	Iteration 74Q: 3 clusters Score -2.123626e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -21236350.000000 Penalty: 5817.266113
	Iteration 75Q: 3 clusters Score -2.123635e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -21235850.000000 Penalty: 5817.266113
	Iteration 76Q: 3 clusters Score -2.123585e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -21234940.000000 Penalty: 5817.266113
	Iteration 77Q: 3 clusters Score -2.123494e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -21233766.000000 Penalty: 5817.266113
	Iteration 78Q: 3 clusters Score -2.123377e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -21232476.000000 Penalty: 5817.266113
	Iteration 79Q: 3 clusters Score -2.123248e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -21231622.000000 Penalty: 5817.266113
	Iteration 80F: 3 clusters Score -2.123162e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -21230794.000000 Penalty: 5817.266113
	Iteration 81Q: 3 clusters Score -2.123079e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -21230200.000000 Penalty: 5817.266113
	Iteration 82Q: 3 clusters Score -2.12302e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -21229864.000000 Penalty: 5817.266113
	Iteration 83Q: 3 clusters Score -2.122986e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -21229594.000000 Penalty: 5817.266113
	Iteration 84Q: 3 clusters Score -2.122959e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -21229252.000000 Penalty: 5817.266113
	Iteration 85Q: 3 clusters Score -2.122925e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -21229052.000000 Penalty: 5817.266113
	Iteration 86Q: 3 clusters Score -2.122905e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -21228910.000000 Penalty: 5817.266113
	Iteration 87Q: 3 clusters Score -2.122891e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -21228794.000000 Penalty: 5817.266113
	Iteration 88Q: 3 clusters Score -2.122879e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -21228668.000000 Penalty: 5817.266113
	Iteration 89Q: 3 clusters Score -2.122867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -21228610.000000 Penalty: 5817.266113
	Iteration 90Q: 3 clusters Score -2.122861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -21228534.000000 Penalty: 5817.266113
	Iteration 91Q: 3 clusters Score -2.122853e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -21228442.000000 Penalty: 5817.266113
	Iteration 92Q: 3 clusters Score -2.122844e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -21228404.000000 Penalty: 5817.266113
	Iteration 93Q: 3 clusters Score -2.12284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -21228388.000000 Penalty: 5817.266113
	Iteration 94Q: 3 clusters Score -2.122839e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -21228336.000000 Penalty: 5817.266113
	Iteration 95Q: 3 clusters Score -2.122834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -21228332.000000 Penalty: 5817.266113
	Iteration 96Q: 3 clusters Score -2.122833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -21228298.000000 Penalty: 5817.266113
	Iteration 97Q: 3 clusters Score -2.12283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -21228302.000000 Penalty: 5817.266113
	Iteration 98Q: 3 clusters Score -2.12283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -21228254.000000 Penalty: 5817.266113
	Iteration 99Q: 3 clusters Score -2.122825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -21228254.000000 Penalty: 5817.266113
	Iteration 100F: 3 clusters Score -2.122825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -21228230.000000 Penalty: 5817.266113
	Iteration 101Q: 3 clusters Score -2.122823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -21228232.000000 Penalty: 5817.266113
	Iteration 102Q: 3 clusters Score -2.122823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -21228208.000000 Penalty: 5817.266113
	Iteration 103Q: 3 clusters Score -2.122821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -21228180.000000 Penalty: 5817.266113
	Iteration 104Q: 3 clusters Score -2.122818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -21228204.000000 Penalty: 5817.266113
	Iteration 105Q: 3 clusters Score -2.12282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -21228180.000000 Penalty: 5817.266113
	Iteration 106Q: 3 clusters Score -2.122818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -21228166.000000 Penalty: 5817.266113
	Iteration 107Q: 3 clusters Score -2.122817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -21228140.000000 Penalty: 5817.266113
	Iteration 108Q: 3 clusters Score -2.122814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -21228150.000000 Penalty: 5817.266113
	Iteration 109Q: 3 clusters Score -2.122815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -21228128.000000 Penalty: 5817.266113
	Iteration 110Q: 3 clusters Score -2.122813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -21228112.000000 Penalty: 5817.266113
	Iteration 111Q: 3 clusters Score -2.122811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -21228096.000000 Penalty: 5817.266113
	Iteration 112Q: 3 clusters Score -2.12281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -21228036.000000 Penalty: 5817.266113
	Iteration 113Q: 3 clusters Score -2.122804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -21228014.000000 Penalty: 5817.266113
	Iteration 114Q: 3 clusters Score -2.122801e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -21228034.000000 Penalty: 5817.266113
	Iteration 115Q: 3 clusters Score -2.122803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -21228042.000000 Penalty: 5817.266113
	Iteration 116Q: 3 clusters Score -2.122804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -21228042.000000 Penalty: 5817.266113
	Iteration 117Q: 3 clusters Score -2.122804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -21228032.000000 Penalty: 5817.266113
	Iteration 118Q: 3 clusters Score -2.122803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -21228054.000000 Penalty: 5817.266113
	Iteration 119Q: 3 clusters Score -2.122805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -21228014.000000 Penalty: 5817.266113
	Iteration 120F: 3 clusters Score -2.122801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -21227980.000000 Penalty: 5817.266113
	Iteration 121Q: 3 clusters Score -2.122798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -21228008.000000 Penalty: 5817.266113
	Iteration 122Q: 3 clusters Score -2.122801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -21227994.000000 Penalty: 5817.266113
	Iteration 123Q: 3 clusters Score -2.122799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -21227974.000000 Penalty: 5817.266113
	Iteration 124Q: 3 clusters Score -2.122797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -21227978.000000 Penalty: 5817.266113
	Iteration 125Q: 3 clusters Score -2.122798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -21227962.000000 Penalty: 5817.266113
	Iteration 126Q: 3 clusters Score -2.122796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -21227894.000000 Penalty: 5817.266113
	Iteration 127Q: 3 clusters Score -2.122789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -21227872.000000 Penalty: 5817.266113
	Iteration 128Q: 3 clusters Score -2.122787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -21227862.000000 Penalty: 5817.266113
	Iteration 129Q: 3 clusters Score -2.122786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -21227884.000000 Penalty: 5817.266113
	Iteration 130Q: 3 clusters Score -2.122788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -21227834.000000 Penalty: 5817.266113
	Iteration 131Q: 3 clusters Score -2.122783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -21227854.000000 Penalty: 5817.266113
	Iteration 132Q: 3 clusters Score -2.122785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -21227842.000000 Penalty: 5817.266113
	Iteration 133Q: 3 clusters Score -2.122784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -21227820.000000 Penalty: 5817.266113
	Iteration 134Q: 3 clusters Score -2.122782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -21227816.000000 Penalty: 5817.266113
	Iteration 135Q: 3 clusters Score -2.122782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -21227726.000000 Penalty: 5817.266113
	Iteration 136Q: 3 clusters Score -2.122773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -21227742.000000 Penalty: 5817.266113
	Iteration 137Q: 3 clusters Score -2.122774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -21227760.000000 Penalty: 5817.266113
	Iteration 138Q: 3 clusters Score -2.122776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -21227738.000000 Penalty: 5817.266113
	Iteration 139Q: 3 clusters Score -2.122774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -21227706.000000 Penalty: 5817.266113
	Iteration 140F: 3 clusters Score -2.122771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -21227702.000000 Penalty: 5817.266113
	Iteration 141Q: 3 clusters Score -2.12277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -21227732.000000 Penalty: 5817.266113
	Iteration 142Q: 3 clusters Score -2.122773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -21227738.000000 Penalty: 5817.266113
	Iteration 143Q: 3 clusters Score -2.122774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -21227738.000000 Penalty: 5817.266113
	Iteration 144Q: 3 clusters Score -2.122774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -21227744.000000 Penalty: 5817.266113
	Iteration 145Q: 3 clusters Score -2.122774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -21227736.000000 Penalty: 5817.266113
	Iteration 146Q: 3 clusters Score -2.122774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -21227702.000000 Penalty: 5817.266113
	Iteration 147Q: 3 clusters Score -2.12277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -21227724.000000 Penalty: 5817.266113
	Iteration 148Q: 3 clusters Score -2.122772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -21227728.000000 Penalty: 5817.266113
	Iteration 149Q: 3 clusters Score -2.122773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -21227720.000000 Penalty: 5817.266113
	Iteration 150Q: 3 clusters Score -2.122772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -21227718.000000 Penalty: 5817.266113
	Iteration 151Q: 3 clusters Score -2.122772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -21227730.000000 Penalty: 5817.266113
	Iteration 152Q: 3 clusters Score -2.122773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -21227728.000000 Penalty: 5817.266113
	Iteration 153Q: 3 clusters Score -2.122773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -21227714.000000 Penalty: 5817.266113
	Iteration 154Q: 3 clusters Score -2.122771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -21227686.000000 Penalty: 5817.266113
	Iteration 155Q: 3 clusters Score -2.122769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -21227696.000000 Penalty: 5817.266113
	Iteration 156Q: 3 clusters Score -2.12277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -21227696.000000 Penalty: 5817.266113
	Iteration 157F: 3 clusters Score -2.12277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 45854 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 83535 members 
Entering Unmasked Estep 
Score: -116753296.000000 Penalty: 96650.304688
Splitting cluster 16 changes total score from -116458688.000000 to -116753296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (45854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Entering Unmasked Estep 
Score: -8031136.000000 Penalty: 2661.837891
	Iteration 0F: 2 clusters Score -8031136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8004192.000000 Penalty: 5323.675781
	Iteration 0F: 3 clusters Score -8004192 nChanged 21199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -8020530.500000 Penalty: 5323.675781
	Iteration 1F: 3 clusters Score -8020530 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -8031089.500000 Penalty: 5323.675781
	Iteration 2F: 3 clusters Score -8031090 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -8039476.000000 Penalty: 5323.675781
	Iteration 3F: 3 clusters Score -8039476 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -8042100.500000 Penalty: 5323.675781
	Iteration 4F: 3 clusters Score -8042100 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -8042761.500000 Penalty: 5323.675781
	Iteration 5Q: 3 clusters Score -8042762 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -8043043.500000 Penalty: 5323.675781
	Iteration 6Q: 3 clusters Score -8043044 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -8043202.000000 Penalty: 5323.675781
	Iteration 7Q: 3 clusters Score -8043202 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -8043254.500000 Penalty: 5323.675781
	Iteration 8Q: 3 clusters Score -8043254 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -8043314.000000 Penalty: 5323.675781
	Iteration 9Q: 3 clusters Score -8043314 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -8043335.000000 Penalty: 5323.675781
	Iteration 10Q: 3 clusters Score -8043335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -8043353.000000 Penalty: 5323.675781
	Iteration 11Q: 3 clusters Score -8043353 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -8043394.000000 Penalty: 5323.675781
	Iteration 12Q: 3 clusters Score -8043394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8043452.500000 Penalty: 5323.675781
	Iteration 13Q: 3 clusters Score -8043452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -8043451.000000 Penalty: 5323.675781
	Iteration 14Q: 3 clusters Score -8043451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -8043460.500000 Penalty: 5323.675781
	Iteration 15Q: 3 clusters Score -8043460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -8043475.000000 Penalty: 5323.675781
	Iteration 16Q: 3 clusters Score -8043475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -8043464.000000 Penalty: 5323.675781
	Iteration 17Q: 3 clusters Score -8043464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -8043466.500000 Penalty: 5323.675781
	Iteration 18Q: 3 clusters Score -8043466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -8043496.500000 Penalty: 5323.675781
	Iteration 19Q: 3 clusters Score -8043496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -8043501.000000 Penalty: 5323.675781
	Iteration 20F: 3 clusters Score -8043501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -8043491.500000 Penalty: 5323.675781
	Iteration 21Q: 3 clusters Score -8043492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -8043484.500000 Penalty: 5323.675781
	Iteration 22Q: 3 clusters Score -8043484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -8043493.500000 Penalty: 5323.675781
	Iteration 23Q: 3 clusters Score -8043494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8043483.500000 Penalty: 5323.675781
	Iteration 24Q: 3 clusters Score -8043484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -8043497.000000 Penalty: 5323.675781
	Iteration 25Q: 3 clusters Score -8043497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8043498.500000 Penalty: 5323.675781
	Iteration 26Q: 3 clusters Score -8043498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -8043496.500000 Penalty: 5323.675781
	Iteration 27Q: 3 clusters Score -8043496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -8043501.000000 Penalty: 5323.675781
	Iteration 28Q: 3 clusters Score -8043501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -8043503.000000 Penalty: 5323.675781
	Iteration 29Q: 3 clusters Score -8043503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -8043506.000000 Penalty: 5323.675781
	Iteration 30Q: 3 clusters Score -8043506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -8043501.500000 Penalty: 5323.675781
	Iteration 31Q: 3 clusters Score -8043502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8043507.500000 Penalty: 5323.675781
	Iteration 32Q: 3 clusters Score -8043508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -8043505.500000 Penalty: 5323.675781
	Iteration 33Q: 3 clusters Score -8043506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -8043504.500000 Penalty: 5323.675781
	Iteration 34Q: 3 clusters Score -8043504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -8043501.000000 Penalty: 5323.675781
	Iteration 35Q: 3 clusters Score -8043501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -8043495.500000 Penalty: 5323.675781
	Iteration 36Q: 3 clusters Score -8043496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -8043495.000000 Penalty: 5323.675781
	Iteration 37Q: 3 clusters Score -8043495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -8043497.000000 Penalty: 5323.675781
	Iteration 38Q: 3 clusters Score -8043497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -8043493.000000 Penalty: 5323.675781
	Iteration 39Q: 3 clusters Score -8043493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -8043492.500000 Penalty: 5323.675781
	Iteration 40F: 3 clusters Score -8043492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8043484.000000 Penalty: 5323.675781
	Iteration 41Q: 3 clusters Score -8043484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -8043483.000000 Penalty: 5323.675781
	Iteration 42Q: 3 clusters Score -8043483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -8043482.000000 Penalty: 5323.675781
	Iteration 43Q: 3 clusters Score -8043482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -8043478.500000 Penalty: 5323.675781
	Iteration 44Q: 3 clusters Score -8043478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8043478.000000 Penalty: 5323.675781
	Iteration 45Q: 3 clusters Score -8043478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -8043476.500000 Penalty: 5323.675781
	Iteration 46Q: 3 clusters Score -8043476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8043483.000000 Penalty: 5323.675781
	Iteration 47Q: 3 clusters Score -8043483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -8043478.500000 Penalty: 5323.675781
	Iteration 48Q: 3 clusters Score -8043478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -8043479.000000 Penalty: 5323.675781
	Iteration 49Q: 3 clusters Score -8043479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -8043471.500000 Penalty: 5323.675781
	Iteration 50Q: 3 clusters Score -8043472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -8043481.500000 Penalty: 5323.675781
	Iteration 51Q: 3 clusters Score -8043482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -8043477.000000 Penalty: 5323.675781
	Iteration 52Q: 3 clusters Score -8043477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -8043475.500000 Penalty: 5323.675781
	Iteration 53Q: 3 clusters Score -8043476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -8043482.000000 Penalty: 5323.675781
	Iteration 54Q: 3 clusters Score -8043482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -8043471.000000 Penalty: 5323.675781
	Iteration 55Q: 3 clusters Score -8043471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8043465.500000 Penalty: 5323.675781
	Iteration 56Q: 3 clusters Score -8043466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -8043478.500000 Penalty: 5323.675781
	Iteration 57Q: 3 clusters Score -8043478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -8043478.500000 Penalty: 5323.675781
	Iteration 58Q: 3 clusters Score -8043478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -8043480.000000 Penalty: 5323.675781
	Iteration 59Q: 3 clusters Score -8043480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -8043477.500000 Penalty: 5323.675781
	Iteration 60F: 3 clusters Score -8043478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8043472.000000 Penalty: 5323.675781
	Iteration 61Q: 3 clusters Score -8043472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -8043465.000000 Penalty: 5323.675781
	Iteration 62Q: 3 clusters Score -8043465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -8043470.000000 Penalty: 5323.675781
	Iteration 63Q: 3 clusters Score -8043470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -8043463.000000 Penalty: 5323.675781
	Iteration 64Q: 3 clusters Score -8043463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8043468.000000 Penalty: 5323.675781
	Iteration 65Q: 3 clusters Score -8043468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -8043460.000000 Penalty: 5323.675781
	Iteration 66Q: 3 clusters Score -8043460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8043461.500000 Penalty: 5323.675781
	Iteration 67Q: 3 clusters Score -8043462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8043457.500000 Penalty: 5323.675781
	Iteration 68Q: 3 clusters Score -8043458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -8043466.000000 Penalty: 5323.675781
	Iteration 69Q: 3 clusters Score -8043466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8043462.000000 Penalty: 5323.675781
	Iteration 70Q: 3 clusters Score -8043462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -8043464.000000 Penalty: 5323.675781
	Iteration 71Q: 3 clusters Score -8043464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -8043458.000000 Penalty: 5323.675781
	Iteration 72Q: 3 clusters Score -8043458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -8043460.000000 Penalty: 5323.675781
	Iteration 73Q: 3 clusters Score -8043460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -8043462.500000 Penalty: 5323.675781
	Iteration 74Q: 3 clusters Score -8043462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -8043465.000000 Penalty: 5323.675781
	Iteration 75Q: 3 clusters Score -8043465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8043448.500000 Penalty: 5323.675781
	Iteration 76Q: 3 clusters Score -8043448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -8043457.500000 Penalty: 5323.675781
	Iteration 77Q: 3 clusters Score -8043458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8043462.000000 Penalty: 5323.675781
	Iteration 78Q: 3 clusters Score -8043462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -8043448.500000 Penalty: 5323.675781
	Iteration 79Q: 3 clusters Score -8043448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -8043455.000000 Penalty: 5323.675781
	Iteration 80F: 3 clusters Score -8043455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -8043446.000000 Penalty: 5323.675781
	Iteration 81Q: 3 clusters Score -8043446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -8043464.000000 Penalty: 5323.675781
	Iteration 82Q: 3 clusters Score -8043464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -8043458.500000 Penalty: 5323.675781
	Iteration 83Q: 3 clusters Score -8043458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -8043457.500000 Penalty: 5323.675781
	Iteration 84Q: 3 clusters Score -8043458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -8043457.500000 Penalty: 5323.675781
	Iteration 85F: 3 clusters Score -8043458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 18 contains 111418 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 83535 members 
Mstep: Class 30 contains 17823 members 
Entering Unmasked Estep 
Score: -116765704.000000 Penalty: 99983.078125
Splitting cluster 17 changes total score from -116458688.000000 to -116765704.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (111418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Entering Unmasked Estep 
Score: -19975006.000000 Penalty: 2882.019043
	Iteration 0F: 2 clusters Score -1.997501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -19983002.000000 Penalty: 5764.038086
	Iteration 0F: 3 clusters Score -1.9983e+07 nChanged 52967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -20013048.000000 Penalty: 5764.038086
	Iteration 1F: 3 clusters Score -2.001305e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -20013710.000000 Penalty: 5764.038086
	Iteration 2F: 3 clusters Score -2.001371e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -20014528.000000 Penalty: 5764.038086
	Iteration 3Q: 3 clusters Score -2.001453e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -20015200.000000 Penalty: 5764.038086
	Iteration 4Q: 3 clusters Score -2.00152e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -20016344.000000 Penalty: 5764.038086
	Iteration 5Q: 3 clusters Score -2.001634e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -20018410.000000 Penalty: 5764.038086
	Iteration 6Q: 3 clusters Score -2.001841e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -20021514.000000 Penalty: 5764.038086
	Iteration 7F: 3 clusters Score -2.002151e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -20025580.000000 Penalty: 5764.038086
	Iteration 8F: 3 clusters Score -2.002558e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -20029694.000000 Penalty: 5764.038086
	Iteration 9F: 3 clusters Score -2.002969e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -20032016.000000 Penalty: 5764.038086
	Iteration 10F: 3 clusters Score -2.003202e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -20032470.000000 Penalty: 5764.038086
	Iteration 11Q: 3 clusters Score -2.003247e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -20032552.000000 Penalty: 5764.038086
	Iteration 12Q: 3 clusters Score -2.003255e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -20032684.000000 Penalty: 5764.038086
	Iteration 13Q: 3 clusters Score -2.003268e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -20032906.000000 Penalty: 5764.038086
	Iteration 14Q: 3 clusters Score -2.003291e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -20032884.000000 Penalty: 5764.038086
	Iteration 15Q: 3 clusters Score -2.003288e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -20032936.000000 Penalty: 5764.038086
	Iteration 16Q: 3 clusters Score -2.003294e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -20033076.000000 Penalty: 5764.038086
	Iteration 17Q: 3 clusters Score -2.003308e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -20033006.000000 Penalty: 5764.038086
	Iteration 18Q: 3 clusters Score -2.003301e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -20032954.000000 Penalty: 5764.038086
	Iteration 19Q: 3 clusters Score -2.003295e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -20032916.000000 Penalty: 5764.038086
	Iteration 20F: 3 clusters Score -2.003292e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -20032880.000000 Penalty: 5764.038086
	Iteration 21Q: 3 clusters Score -2.003288e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -20032798.000000 Penalty: 5764.038086
	Iteration 22Q: 3 clusters Score -2.00328e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -20033092.000000 Penalty: 5764.038086
	Iteration 23Q: 3 clusters Score -2.003309e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -20033242.000000 Penalty: 5764.038086
	Iteration 24Q: 3 clusters Score -2.003324e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -20033298.000000 Penalty: 5764.038086
	Iteration 25Q: 3 clusters Score -2.00333e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -20033260.000000 Penalty: 5764.038086
	Iteration 26Q: 3 clusters Score -2.003326e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -20033292.000000 Penalty: 5764.038086
	Iteration 27Q: 3 clusters Score -2.003329e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -20033340.000000 Penalty: 5764.038086
	Iteration 28Q: 3 clusters Score -2.003334e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -20033522.000000 Penalty: 5764.038086
	Iteration 29Q: 3 clusters Score -2.003352e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -20033628.000000 Penalty: 5764.038086
	Iteration 30Q: 3 clusters Score -2.003363e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -20033758.000000 Penalty: 5764.038086
	Iteration 31Q: 3 clusters Score -2.003376e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -20033830.000000 Penalty: 5764.038086
	Iteration 32Q: 3 clusters Score -2.003383e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -20033846.000000 Penalty: 5764.038086
	Iteration 33Q: 3 clusters Score -2.003385e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -20033914.000000 Penalty: 5764.038086
	Iteration 34Q: 3 clusters Score -2.003391e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -20034010.000000 Penalty: 5764.038086
	Iteration 35Q: 3 clusters Score -2.003401e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -20034032.000000 Penalty: 5764.038086
	Iteration 36Q: 3 clusters Score -2.003403e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -20033982.000000 Penalty: 5764.038086
	Iteration 37Q: 3 clusters Score -2.003398e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -20034042.000000 Penalty: 5764.038086
	Iteration 38Q: 3 clusters Score -2.003404e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -20034116.000000 Penalty: 5764.038086
	Iteration 39Q: 3 clusters Score -2.003412e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -20034172.000000 Penalty: 5764.038086
	Iteration 40F: 3 clusters Score -2.003417e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -20034402.000000 Penalty: 5764.038086
	Iteration 41Q: 3 clusters Score -2.00344e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -20034522.000000 Penalty: 5764.038086
	Iteration 42Q: 3 clusters Score -2.003452e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -20034608.000000 Penalty: 5764.038086
	Iteration 43Q: 3 clusters Score -2.003461e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -20034608.000000 Penalty: 5764.038086
	Iteration 44Q: 3 clusters Score -2.003461e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -20034690.000000 Penalty: 5764.038086
	Iteration 45Q: 3 clusters Score -2.003469e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -20034634.000000 Penalty: 5764.038086
	Iteration 46Q: 3 clusters Score -2.003463e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -20034742.000000 Penalty: 5764.038086
	Iteration 47Q: 3 clusters Score -2.003474e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -20034758.000000 Penalty: 5764.038086
	Iteration 48Q: 3 clusters Score -2.003476e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -20034870.000000 Penalty: 5764.038086
	Iteration 49Q: 3 clusters Score -2.003487e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -20034816.000000 Penalty: 5764.038086
	Iteration 50Q: 3 clusters Score -2.003482e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -20034820.000000 Penalty: 5764.038086
	Iteration 51Q: 3 clusters Score -2.003482e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -20034868.000000 Penalty: 5764.038086
	Iteration 52Q: 3 clusters Score -2.003487e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -20034960.000000 Penalty: 5764.038086
	Iteration 53Q: 3 clusters Score -2.003496e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -20034904.000000 Penalty: 5764.038086
	Iteration 54Q: 3 clusters Score -2.00349e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -20034988.000000 Penalty: 5764.038086
	Iteration 55Q: 3 clusters Score -2.003499e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -20035004.000000 Penalty: 5764.038086
	Iteration 56Q: 3 clusters Score -2.0035e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -20035060.000000 Penalty: 5764.038086
	Iteration 57Q: 3 clusters Score -2.003506e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -20035152.000000 Penalty: 5764.038086
	Iteration 58Q: 3 clusters Score -2.003515e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -20035138.000000 Penalty: 5764.038086
	Iteration 59Q: 3 clusters Score -2.003514e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -20035134.000000 Penalty: 5764.038086
	Iteration 60F: 3 clusters Score -2.003513e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -20035202.000000 Penalty: 5764.038086
	Iteration 61Q: 3 clusters Score -2.00352e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -20035216.000000 Penalty: 5764.038086
	Iteration 62Q: 3 clusters Score -2.003522e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -20035226.000000 Penalty: 5764.038086
	Iteration 63Q: 3 clusters Score -2.003523e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -20035276.000000 Penalty: 5764.038086
	Iteration 64Q: 3 clusters Score -2.003528e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -20035362.000000 Penalty: 5764.038086
	Iteration 65Q: 3 clusters Score -2.003536e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -20035366.000000 Penalty: 5764.038086
	Iteration 66Q: 3 clusters Score -2.003537e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -20035292.000000 Penalty: 5764.038086
	Iteration 67Q: 3 clusters Score -2.003529e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -20035294.000000 Penalty: 5764.038086
	Iteration 68Q: 3 clusters Score -2.003529e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -20035296.000000 Penalty: 5764.038086
	Iteration 69Q: 3 clusters Score -2.00353e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -20035308.000000 Penalty: 5764.038086
	Iteration 70Q: 3 clusters Score -2.003531e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -20035374.000000 Penalty: 5764.038086
	Iteration 71Q: 3 clusters Score -2.003537e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -20035380.000000 Penalty: 5764.038086
	Iteration 72Q: 3 clusters Score -2.003538e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -20035432.000000 Penalty: 5764.038086
	Iteration 73Q: 3 clusters Score -2.003543e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -20035530.000000 Penalty: 5764.038086
	Iteration 74Q: 3 clusters Score -2.003553e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -20035516.000000 Penalty: 5764.038086
	Iteration 75Q: 3 clusters Score -2.003552e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -20035522.000000 Penalty: 5764.038086
	Iteration 76Q: 3 clusters Score -2.003552e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -20035556.000000 Penalty: 5764.038086
	Iteration 77Q: 3 clusters Score -2.003556e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -20035512.000000 Penalty: 5764.038086
	Iteration 78Q: 3 clusters Score -2.003551e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -20035524.000000 Penalty: 5764.038086
	Iteration 79Q: 3 clusters Score -2.003552e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -20035582.000000 Penalty: 5764.038086
	Iteration 80F: 3 clusters Score -2.003558e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -20035628.000000 Penalty: 5764.038086
	Iteration 81Q: 3 clusters Score -2.003563e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -20035610.000000 Penalty: 5764.038086
	Iteration 82Q: 3 clusters Score -2.003561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -20035642.000000 Penalty: 5764.038086
	Iteration 83Q: 3 clusters Score -2.003564e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -20035744.000000 Penalty: 5764.038086
	Iteration 84Q: 3 clusters Score -2.003574e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -20035792.000000 Penalty: 5764.038086
	Iteration 85Q: 3 clusters Score -2.003579e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -20035832.000000 Penalty: 5764.038086
	Iteration 86Q: 3 clusters Score -2.003583e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -20035858.000000 Penalty: 5764.038086
	Iteration 87Q: 3 clusters Score -2.003586e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -20035884.000000 Penalty: 5764.038086
	Iteration 88Q: 3 clusters Score -2.003588e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -20035858.000000 Penalty: 5764.038086
	Iteration 89Q: 3 clusters Score -2.003586e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -20035938.000000 Penalty: 5764.038086
	Iteration 90Q: 3 clusters Score -2.003594e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -20035964.000000 Penalty: 5764.038086
	Iteration 91Q: 3 clusters Score -2.003596e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -20035996.000000 Penalty: 5764.038086
	Iteration 92Q: 3 clusters Score -2.0036e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -20035962.000000 Penalty: 5764.038086
	Iteration 93Q: 3 clusters Score -2.003596e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -20035954.000000 Penalty: 5764.038086
	Iteration 94Q: 3 clusters Score -2.003595e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -20036026.000000 Penalty: 5764.038086
	Iteration 95Q: 3 clusters Score -2.003603e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -20035960.000000 Penalty: 5764.038086
	Iteration 96Q: 3 clusters Score -2.003596e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -20036058.000000 Penalty: 5764.038086
	Iteration 97Q: 3 clusters Score -2.003606e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -20036028.000000 Penalty: 5764.038086
	Iteration 98Q: 3 clusters Score -2.003603e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -20036018.000000 Penalty: 5764.038086
	Iteration 99Q: 3 clusters Score -2.003602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -20036050.000000 Penalty: 5764.038086
	Iteration 100F: 3 clusters Score -2.003605e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -20036034.000000 Penalty: 5764.038086
	Iteration 101Q: 3 clusters Score -2.003603e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -20036070.000000 Penalty: 5764.038086
	Iteration 102Q: 3 clusters Score -2.003607e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -20036010.000000 Penalty: 5764.038086
	Iteration 103Q: 3 clusters Score -2.003601e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -20035898.000000 Penalty: 5764.038086
	Iteration 104Q: 3 clusters Score -2.00359e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -20035962.000000 Penalty: 5764.038086
	Iteration 105Q: 3 clusters Score -2.003596e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -20035966.000000 Penalty: 5764.038086
	Iteration 106Q: 3 clusters Score -2.003597e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -20035954.000000 Penalty: 5764.038086
	Iteration 107Q: 3 clusters Score -2.003595e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -20036004.000000 Penalty: 5764.038086
	Iteration 108Q: 3 clusters Score -2.0036e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -20036038.000000 Penalty: 5764.038086
	Iteration 109Q: 3 clusters Score -2.003604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -20036020.000000 Penalty: 5764.038086
	Iteration 110Q: 3 clusters Score -2.003602e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -20036006.000000 Penalty: 5764.038086
	Iteration 111Q: 3 clusters Score -2.003601e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -20036022.000000 Penalty: 5764.038086
	Iteration 112Q: 3 clusters Score -2.003602e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -20035970.000000 Penalty: 5764.038086
	Iteration 113Q: 3 clusters Score -2.003597e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -20035940.000000 Penalty: 5764.038086
	Iteration 114Q: 3 clusters Score -2.003594e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.003592e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -20035942.000000 Penalty: 5764.038086
	Iteration 116Q: 3 clusters Score -2.003594e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -20036044.000000 Penalty: 5764.038086
	Iteration 117Q: 3 clusters Score -2.003604e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -20036102.000000 Penalty: 5764.038086
	Iteration 118Q: 3 clusters Score -2.00361e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -20036078.000000 Penalty: 5764.038086
	Iteration 119Q: 3 clusters Score -2.003608e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -20036096.000000 Penalty: 5764.038086
	Iteration 120F: 3 clusters Score -2.00361e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -20036104.000000 Penalty: 5764.038086
	Iteration 121Q: 3 clusters Score -2.00361e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 122Q: 3 clusters Score -2.003609e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -20036030.000000 Penalty: 5764.038086
	Iteration 123Q: 3 clusters Score -2.003603e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -20036040.000000 Penalty: 5764.038086
	Iteration 124Q: 3 clusters Score -2.003604e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -20036094.000000 Penalty: 5764.038086
	Iteration 125Q: 3 clusters Score -2.003609e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -20036048.000000 Penalty: 5764.038086
	Iteration 126Q: 3 clusters Score -2.003605e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -20036066.000000 Penalty: 5764.038086
	Iteration 127Q: 3 clusters Score -2.003607e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -20036060.000000 Penalty: 5764.038086
	Iteration 128Q: 3 clusters Score -2.003606e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -20036060.000000 Penalty: 5764.038086
	Iteration 129Q: 3 clusters Score -2.003606e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -20036096.000000 Penalty: 5764.038086
	Iteration 130Q: 3 clusters Score -2.00361e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -20036036.000000 Penalty: 5764.038086
	Iteration 131Q: 3 clusters Score -2.003604e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -20036042.000000 Penalty: 5764.038086
	Iteration 132Q: 3 clusters Score -2.003604e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -20036100.000000 Penalty: 5764.038086
	Iteration 133Q: 3 clusters Score -2.00361e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -20036044.000000 Penalty: 5764.038086
	Iteration 134Q: 3 clusters Score -2.003604e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -20036050.000000 Penalty: 5764.038086
	Iteration 135Q: 3 clusters Score -2.003605e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -20036036.000000 Penalty: 5764.038086
	Iteration 136Q: 3 clusters Score -2.003604e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -20036024.000000 Penalty: 5764.038086
	Iteration 137Q: 3 clusters Score -2.003602e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -20036102.000000 Penalty: 5764.038086
	Iteration 138Q: 3 clusters Score -2.00361e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -20036088.000000 Penalty: 5764.038086
	Iteration 139Q: 3 clusters Score -2.003609e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 140F: 3 clusters Score -2.003609e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -20036062.000000 Penalty: 5764.038086
	Iteration 141Q: 3 clusters Score -2.003606e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 142Q: 3 clusters Score -2.003609e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -20036130.000000 Penalty: 5764.038086
	Iteration 143Q: 3 clusters Score -2.003613e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -20036052.000000 Penalty: 5764.038086
	Iteration 144Q: 3 clusters Score -2.003605e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -20036054.000000 Penalty: 5764.038086
	Iteration 145Q: 3 clusters Score -2.003605e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -20036068.000000 Penalty: 5764.038086
	Iteration 146Q: 3 clusters Score -2.003607e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -20036030.000000 Penalty: 5764.038086
	Iteration 147Q: 3 clusters Score -2.003603e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 148Q: 3 clusters Score -2.003609e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -20036128.000000 Penalty: 5764.038086
	Iteration 149Q: 3 clusters Score -2.003613e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -20036106.000000 Penalty: 5764.038086
	Iteration 150Q: 3 clusters Score -2.003611e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -20036066.000000 Penalty: 5764.038086
	Iteration 151Q: 3 clusters Score -2.003607e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -20036102.000000 Penalty: 5764.038086
	Iteration 152Q: 3 clusters Score -2.00361e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -20036052.000000 Penalty: 5764.038086
	Iteration 153Q: 3 clusters Score -2.003605e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -20036040.000000 Penalty: 5764.038086
	Iteration 154Q: 3 clusters Score -2.003604e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -20036072.000000 Penalty: 5764.038086
	Iteration 155Q: 3 clusters Score -2.003607e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -20035982.000000 Penalty: 5764.038086
	Iteration 156Q: 3 clusters Score -2.003598e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -20036040.000000 Penalty: 5764.038086
	Iteration 157Q: 3 clusters Score -2.003604e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -20036082.000000 Penalty: 5764.038086
	Iteration 158Q: 3 clusters Score -2.003608e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -20036122.000000 Penalty: 5764.038086
	Iteration 159Q: 3 clusters Score -2.003612e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -20036112.000000 Penalty: 5764.038086
	Iteration 160F: 3 clusters Score -2.003611e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 161Q: 3 clusters Score -2.00361e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -20036100.000000 Penalty: 5764.038086
	Iteration 162Q: 3 clusters Score -2.00361e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -20036146.000000 Penalty: 5764.038086
	Iteration 163Q: 3 clusters Score -2.003615e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -20036090.000000 Penalty: 5764.038086
	Iteration 164Q: 3 clusters Score -2.003609e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 165Q: 3 clusters Score -2.003609e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -20036174.000000 Penalty: 5764.038086
	Iteration 166Q: 3 clusters Score -2.003617e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -20036182.000000 Penalty: 5764.038086
	Iteration 167Q: 3 clusters Score -2.003618e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -20036206.000000 Penalty: 5764.038086
	Iteration 168Q: 3 clusters Score -2.003621e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -20036216.000000 Penalty: 5764.038086
	Iteration 169Q: 3 clusters Score -2.003622e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -20036172.000000 Penalty: 5764.038086
	Iteration 170Q: 3 clusters Score -2.003617e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -20036208.000000 Penalty: 5764.038086
	Iteration 171Q: 3 clusters Score -2.003621e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -20036236.000000 Penalty: 5764.038086
	Iteration 172Q: 3 clusters Score -2.003624e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -20036180.000000 Penalty: 5764.038086
	Iteration 173Q: 3 clusters Score -2.003618e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -20036146.000000 Penalty: 5764.038086
	Iteration 174Q: 3 clusters Score -2.003615e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 175Q: 3 clusters Score -2.00361e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -20036118.000000 Penalty: 5764.038086
	Iteration 176Q: 3 clusters Score -2.003612e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -20036222.000000 Penalty: 5764.038086
	Iteration 177Q: 3 clusters Score -2.003622e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -20036234.000000 Penalty: 5764.038086
	Iteration 178Q: 3 clusters Score -2.003623e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -20036170.000000 Penalty: 5764.038086
	Iteration 179Q: 3 clusters Score -2.003617e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -20036200.000000 Penalty: 5764.038086
	Iteration 180F: 3 clusters Score -2.00362e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -20036194.000000 Penalty: 5764.038086
	Iteration 181Q: 3 clusters Score -2.003619e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -20036226.000000 Penalty: 5764.038086
	Iteration 182Q: 3 clusters Score -2.003623e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -20036212.000000 Penalty: 5764.038086
	Iteration 183Q: 3 clusters Score -2.003621e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -20036132.000000 Penalty: 5764.038086
	Iteration 184Q: 3 clusters Score -2.003613e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -20036134.000000 Penalty: 5764.038086
	Iteration 185Q: 3 clusters Score -2.003613e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -20036192.000000 Penalty: 5764.038086
	Iteration 186Q: 3 clusters Score -2.003619e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -20036198.000000 Penalty: 5764.038086
	Iteration 187Q: 3 clusters Score -2.00362e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -20036210.000000 Penalty: 5764.038086
	Iteration 188Q: 3 clusters Score -2.003621e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -20036144.000000 Penalty: 5764.038086
	Iteration 189Q: 3 clusters Score -2.003614e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -20036172.000000 Penalty: 5764.038086
	Iteration 190Q: 3 clusters Score -2.003617e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -20036168.000000 Penalty: 5764.038086
	Iteration 191Q: 3 clusters Score -2.003617e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -20036206.000000 Penalty: 5764.038086
	Iteration 192Q: 3 clusters Score -2.003621e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -20036178.000000 Penalty: 5764.038086
	Iteration 193Q: 3 clusters Score -2.003618e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -20036162.000000 Penalty: 5764.038086
	Iteration 194Q: 3 clusters Score -2.003616e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -20036172.000000 Penalty: 5764.038086
	Iteration 195Q: 3 clusters Score -2.003617e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 196Q: 3 clusters Score -2.003616e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -20036202.000000 Penalty: 5764.038086
	Iteration 197Q: 3 clusters Score -2.00362e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -20036180.000000 Penalty: 5764.038086
	Iteration 198Q: 3 clusters Score -2.003618e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -20036182.000000 Penalty: 5764.038086
	Iteration 199Q: 3 clusters Score -2.003618e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -20036124.000000 Penalty: 5764.038086
	Iteration 200F: 3 clusters Score -2.003612e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -20036132.000000 Penalty: 5764.038086
	Iteration 201Q: 3 clusters Score -2.003613e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -20036158.000000 Penalty: 5764.038086
	Iteration 202Q: 3 clusters Score -2.003616e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -20036198.000000 Penalty: 5764.038086
	Iteration 203Q: 3 clusters Score -2.00362e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -20036082.000000 Penalty: 5764.038086
	Iteration 204Q: 3 clusters Score -2.003608e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -20036102.000000 Penalty: 5764.038086
	Iteration 205Q: 3 clusters Score -2.00361e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -20036108.000000 Penalty: 5764.038086
	Iteration 206Q: 3 clusters Score -2.003611e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 207Q: 3 clusters Score -2.003616e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -20036234.000000 Penalty: 5764.038086
	Iteration 208Q: 3 clusters Score -2.003623e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -20036184.000000 Penalty: 5764.038086
	Iteration 209Q: 3 clusters Score -2.003618e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5764.038086
	Iteration 210Q: 3 clusters Score -2.003619e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -20036230.000000 Penalty: 5764.038086
	Iteration 211Q: 3 clusters Score -2.003623e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -20036176.000000 Penalty: 5764.038086
	Iteration 212Q: 3 clusters Score -2.003618e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -20036120.000000 Penalty: 5764.038086
	Iteration 213Q: 3 clusters Score -2.003612e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -20036080.000000 Penalty: 5764.038086
	Iteration 214Q: 3 clusters Score -2.003608e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -20036092.000000 Penalty: 5764.038086
	Iteration 215Q: 3 clusters Score -2.003609e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 216Q: 3 clusters Score -2.00361e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 217Q: 3 clusters Score -2.00361e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 218Q: 3 clusters Score -2.003616e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 219Q: 3 clusters Score -2.003609e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -20036106.000000 Penalty: 5764.038086
	Iteration 220F: 3 clusters Score -2.003611e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -20036164.000000 Penalty: 5764.038086
	Iteration 221Q: 3 clusters Score -2.003616e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -20036118.000000 Penalty: 5764.038086
	Iteration 222Q: 3 clusters Score -2.003612e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 223Q: 3 clusters Score -2.00361e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -20036066.000000 Penalty: 5764.038086
	Iteration 224Q: 3 clusters Score -2.003607e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -20036174.000000 Penalty: 5764.038086
	Iteration 225Q: 3 clusters Score -2.003617e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 226Q: 3 clusters Score -2.003624e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -20036232.000000 Penalty: 5764.038086
	Iteration 227Q: 3 clusters Score -2.003623e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -20036198.000000 Penalty: 5764.038086
	Iteration 228Q: 3 clusters Score -2.00362e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -20036256.000000 Penalty: 5764.038086
	Iteration 229Q: 3 clusters Score -2.003626e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -20036258.000000 Penalty: 5764.038086
	Iteration 230Q: 3 clusters Score -2.003626e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -20036168.000000 Penalty: 5764.038086
	Iteration 231Q: 3 clusters Score -2.003617e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -20036158.000000 Penalty: 5764.038086
	Iteration 232Q: 3 clusters Score -2.003616e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -20036194.000000 Penalty: 5764.038086
	Iteration 233Q: 3 clusters Score -2.003619e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -20036204.000000 Penalty: 5764.038086
	Iteration 234Q: 3 clusters Score -2.00362e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -20036182.000000 Penalty: 5764.038086
	Iteration 235Q: 3 clusters Score -2.003618e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -20036142.000000 Penalty: 5764.038086
	Iteration 236Q: 3 clusters Score -2.003614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -20036140.000000 Penalty: 5764.038086
	Iteration 237Q: 3 clusters Score -2.003614e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -20036188.000000 Penalty: 5764.038086
	Iteration 238Q: 3 clusters Score -2.003619e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -20036180.000000 Penalty: 5764.038086
	Iteration 239Q: 3 clusters Score -2.003618e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -20036142.000000 Penalty: 5764.038086
	Iteration 240F: 3 clusters Score -2.003614e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -20036126.000000 Penalty: 5764.038086
	Iteration 241Q: 3 clusters Score -2.003613e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -20036128.000000 Penalty: 5764.038086
	Iteration 242Q: 3 clusters Score -2.003613e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -20036140.000000 Penalty: 5764.038086
	Iteration 243Q: 3 clusters Score -2.003614e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 244Q: 3 clusters Score -2.00361e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -20036110.000000 Penalty: 5764.038086
	Iteration 245Q: 3 clusters Score -2.003611e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -20036132.000000 Penalty: 5764.038086
	Iteration 246Q: 3 clusters Score -2.003613e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -20036080.000000 Penalty: 5764.038086
	Iteration 247Q: 3 clusters Score -2.003608e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -20036104.000000 Penalty: 5764.038086
	Iteration 248Q: 3 clusters Score -2.00361e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -20036116.000000 Penalty: 5764.038086
	Iteration 249Q: 3 clusters Score -2.003612e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -20036034.000000 Penalty: 5764.038086
	Iteration 250Q: 3 clusters Score -2.003603e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -20036060.000000 Penalty: 5764.038086
	Iteration 251Q: 3 clusters Score -2.003606e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -20036082.000000 Penalty: 5764.038086
	Iteration 252Q: 3 clusters Score -2.003608e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -20036112.000000 Penalty: 5764.038086
	Iteration 253Q: 3 clusters Score -2.003611e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -20036094.000000 Penalty: 5764.038086
	Iteration 254Q: 3 clusters Score -2.003609e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -20036120.000000 Penalty: 5764.038086
	Iteration 255Q: 3 clusters Score -2.003612e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -20036098.000000 Penalty: 5764.038086
	Iteration 256Q: 3 clusters Score -2.00361e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -20036068.000000 Penalty: 5764.038086
	Iteration 257Q: 3 clusters Score -2.003607e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -20036074.000000 Penalty: 5764.038086
	Iteration 258Q: 3 clusters Score -2.003607e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -20035994.000000 Penalty: 5764.038086
	Iteration 259Q: 3 clusters Score -2.003599e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -20035974.000000 Penalty: 5764.038086
	Iteration 260F: 3 clusters Score -2.003597e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -20035970.000000 Penalty: 5764.038086
	Iteration 261Q: 3 clusters Score -2.003597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -20035950.000000 Penalty: 5764.038086
	Iteration 262Q: 3 clusters Score -2.003595e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -20035920.000000 Penalty: 5764.038086
	Iteration 263Q: 3 clusters Score -2.003592e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -20035914.000000 Penalty: 5764.038086
	Iteration 264Q: 3 clusters Score -2.003591e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -20035856.000000 Penalty: 5764.038086
	Iteration 265Q: 3 clusters Score -2.003586e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -20035870.000000 Penalty: 5764.038086
	Iteration 266Q: 3 clusters Score -2.003587e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -20035826.000000 Penalty: 5764.038086
	Iteration 267Q: 3 clusters Score -2.003583e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -20035832.000000 Penalty: 5764.038086
	Iteration 268Q: 3 clusters Score -2.003583e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -20035888.000000 Penalty: 5764.038086
	Iteration 269Q: 3 clusters Score -2.003589e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -20035932.000000 Penalty: 5764.038086
	Iteration 270Q: 3 clusters Score -2.003593e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -20036028.000000 Penalty: 5764.038086
	Iteration 271Q: 3 clusters Score -2.003603e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -20035974.000000 Penalty: 5764.038086
	Iteration 272Q: 3 clusters Score -2.003597e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -20035968.000000 Penalty: 5764.038086
	Iteration 273Q: 3 clusters Score -2.003597e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -20035956.000000 Penalty: 5764.038086
	Iteration 274Q: 3 clusters Score -2.003596e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -20035986.000000 Penalty: 5764.038086
	Iteration 275Q: 3 clusters Score -2.003599e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -20035996.000000 Penalty: 5764.038086
	Iteration 276Q: 3 clusters Score -2.0036e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -20035974.000000 Penalty: 5764.038086
	Iteration 277Q: 3 clusters Score -2.003597e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -20035946.000000 Penalty: 5764.038086
	Iteration 278Q: 3 clusters Score -2.003595e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -20035990.000000 Penalty: 5764.038086
	Iteration 279Q: 3 clusters Score -2.003599e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -20035958.000000 Penalty: 5764.038086
	Iteration 280F: 3 clusters Score -2.003596e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -20035930.000000 Penalty: 5764.038086
	Iteration 281Q: 3 clusters Score -2.003593e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -20035944.000000 Penalty: 5764.038086
	Iteration 282Q: 3 clusters Score -2.003594e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -20035932.000000 Penalty: 5764.038086
	Iteration 283Q: 3 clusters Score -2.003593e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -20035990.000000 Penalty: 5764.038086
	Iteration 284Q: 3 clusters Score -2.003599e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -20035986.000000 Penalty: 5764.038086
	Iteration 285Q: 3 clusters Score -2.003599e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -20035938.000000 Penalty: 5764.038086
	Iteration 286Q: 3 clusters Score -2.003594e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -20036042.000000 Penalty: 5764.038086
	Iteration 287Q: 3 clusters Score -2.003604e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -20036100.000000 Penalty: 5764.038086
	Iteration 288Q: 3 clusters Score -2.00361e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -20036078.000000 Penalty: 5764.038086
	Iteration 289Q: 3 clusters Score -2.003608e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -20036096.000000 Penalty: 5764.038086
	Iteration 290Q: 3 clusters Score -2.00361e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -20036080.000000 Penalty: 5764.038086
	Iteration 291Q: 3 clusters Score -2.003608e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -20036070.000000 Penalty: 5764.038086
	Iteration 292Q: 3 clusters Score -2.003607e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -20036060.000000 Penalty: 5764.038086
	Iteration 293Q: 3 clusters Score -2.003606e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -20036124.000000 Penalty: 5764.038086
	Iteration 294Q: 3 clusters Score -2.003612e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -20036114.000000 Penalty: 5764.038086
	Iteration 295Q: 3 clusters Score -2.003611e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -20036136.000000 Penalty: 5764.038086
	Iteration 296Q: 3 clusters Score -2.003614e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -20036046.000000 Penalty: 5764.038086
	Iteration 297Q: 3 clusters Score -2.003605e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -20036064.000000 Penalty: 5764.038086
	Iteration 298Q: 3 clusters Score -2.003606e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -20036030.000000 Penalty: 5764.038086
	Iteration 299Q: 3 clusters Score -2.003603e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -20036000.000000 Penalty: 5764.038086
	Iteration 300F: 3 clusters Score -2.0036e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -20035976.000000 Penalty: 5764.038086
	Iteration 301Q: 3 clusters Score -2.003598e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -20035958.000000 Penalty: 5764.038086
	Iteration 302Q: 3 clusters Score -2.003596e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -20035910.000000 Penalty: 5764.038086
	Iteration 303Q: 3 clusters Score -2.003591e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -20035972.000000 Penalty: 5764.038086
	Iteration 304Q: 3 clusters Score -2.003597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -20035980.000000 Penalty: 5764.038086
	Iteration 305Q: 3 clusters Score -2.003598e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -20036114.000000 Penalty: 5764.038086
	Iteration 306Q: 3 clusters Score -2.003611e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -20036068.000000 Penalty: 5764.038086
	Iteration 307Q: 3 clusters Score -2.003607e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -20036086.000000 Penalty: 5764.038086
	Iteration 308Q: 3 clusters Score -2.003609e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -20036116.000000 Penalty: 5764.038086
	Iteration 309Q: 3 clusters Score -2.003612e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -20036134.000000 Penalty: 5764.038086
	Iteration 310Q: 3 clusters Score -2.003613e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -20036162.000000 Penalty: 5764.038086
	Iteration 311Q: 3 clusters Score -2.003616e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5764.038086
	Iteration 312Q: 3 clusters Score -2.003619e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -20036180.000000 Penalty: 5764.038086
	Iteration 313Q: 3 clusters Score -2.003618e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -20036178.000000 Penalty: 5764.038086
	Iteration 314Q: 3 clusters Score -2.003618e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 315Q: 3 clusters Score -2.003616e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 316Q: 3 clusters Score -2.003616e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -20036156.000000 Penalty: 5764.038086
	Iteration 317Q: 3 clusters Score -2.003616e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -20036130.000000 Penalty: 5764.038086
	Iteration 318Q: 3 clusters Score -2.003613e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -20036204.000000 Penalty: 5764.038086
	Iteration 319Q: 3 clusters Score -2.00362e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -20036160.000000 Penalty: 5764.038086
	Iteration 320F: 3 clusters Score -2.003616e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -20036138.000000 Penalty: 5764.038086
	Iteration 321Q: 3 clusters Score -2.003614e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -20036146.000000 Penalty: 5764.038086
	Iteration 322Q: 3 clusters Score -2.003615e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -20036144.000000 Penalty: 5764.038086
	Iteration 323Q: 3 clusters Score -2.003614e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -20036104.000000 Penalty: 5764.038086
	Iteration 324Q: 3 clusters Score -2.00361e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -20036170.000000 Penalty: 5764.038086
	Iteration 325Q: 3 clusters Score -2.003617e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -20036104.000000 Penalty: 5764.038086
	Iteration 326Q: 3 clusters Score -2.00361e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -20036126.000000 Penalty: 5764.038086
	Iteration 327Q: 3 clusters Score -2.003613e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -20036192.000000 Penalty: 5764.038086
	Iteration 328Q: 3 clusters Score -2.003619e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -20036232.000000 Penalty: 5764.038086
	Iteration 329Q: 3 clusters Score -2.003623e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -20036244.000000 Penalty: 5764.038086
	Iteration 330Q: 3 clusters Score -2.003624e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -20036236.000000 Penalty: 5764.038086
	Iteration 331Q: 3 clusters Score -2.003624e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 332Q: 3 clusters Score -2.003624e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5764.038086
	Iteration 333Q: 3 clusters Score -2.003627e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -20036242.000000 Penalty: 5764.038086
	Iteration 334Q: 3 clusters Score -2.003624e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -20036254.000000 Penalty: 5764.038086
	Iteration 335Q: 3 clusters Score -2.003625e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -20036236.000000 Penalty: 5764.038086
	Iteration 336Q: 3 clusters Score -2.003624e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -20036222.000000 Penalty: 5764.038086
	Iteration 337Q: 3 clusters Score -2.003622e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -20036214.000000 Penalty: 5764.038086
	Iteration 338Q: 3 clusters Score -2.003621e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 339Q: 3 clusters Score -2.003624e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -20036214.000000 Penalty: 5764.038086
	Iteration 340F: 3 clusters Score -2.003621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -20036220.000000 Penalty: 5764.038086
	Iteration 341Q: 3 clusters Score -2.003622e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -20036248.000000 Penalty: 5764.038086
	Iteration 342Q: 3 clusters Score -2.003625e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -20036248.000000 Penalty: 5764.038086
	Iteration 343Q: 3 clusters Score -2.003625e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 344Q: 3 clusters Score -2.003624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 345Q: 3 clusters Score -2.003624e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -20036280.000000 Penalty: 5764.038086
	Iteration 346Q: 3 clusters Score -2.003628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -20036282.000000 Penalty: 5764.038086
	Iteration 347Q: 3 clusters Score -2.003628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5764.038086
	Iteration 348Q: 3 clusters Score -2.003627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5764.038086
	Iteration 349Q: 3 clusters Score -2.003627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -20036262.000000 Penalty: 5764.038086
	Iteration 350Q: 3 clusters Score -2.003626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 351Q: 3 clusters Score -2.00363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -20036300.000000 Penalty: 5764.038086
	Iteration 352Q: 3 clusters Score -2.00363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -20036310.000000 Penalty: 5764.038086
	Iteration 353Q: 3 clusters Score -2.003631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -20036296.000000 Penalty: 5764.038086
	Iteration 354Q: 3 clusters Score -2.00363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -20036326.000000 Penalty: 5764.038086
	Iteration 355Q: 3 clusters Score -2.003633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -20036314.000000 Penalty: 5764.038086
	Iteration 356Q: 3 clusters Score -2.003631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -20036298.000000 Penalty: 5764.038086
	Iteration 357Q: 3 clusters Score -2.00363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 358Q: 3 clusters Score -2.00363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -20036270.000000 Penalty: 5764.038086
	Iteration 359Q: 3 clusters Score -2.003627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -20036270.000000 Penalty: 5764.038086
	Iteration 360F: 3 clusters Score -2.003627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -20036264.000000 Penalty: 5764.038086
	Iteration 361Q: 3 clusters Score -2.003626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -20036286.000000 Penalty: 5764.038086
	Iteration 362Q: 3 clusters Score -2.003629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -20036278.000000 Penalty: 5764.038086
	Iteration 363Q: 3 clusters Score -2.003628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -20036290.000000 Penalty: 5764.038086
	Iteration 364Q: 3 clusters Score -2.003629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 365Q: 3 clusters Score -2.00363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -20036318.000000 Penalty: 5764.038086
	Iteration 366Q: 3 clusters Score -2.003632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -20036300.000000 Penalty: 5764.038086
	Iteration 367Q: 3 clusters Score -2.00363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 368Q: 3 clusters Score -2.003629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -20036330.000000 Penalty: 5764.038086
	Iteration 369Q: 3 clusters Score -2.003633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -20036314.000000 Penalty: 5764.038086
	Iteration 370Q: 3 clusters Score -2.003631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 371Q: 3 clusters Score -2.003629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -20036312.000000 Penalty: 5764.038086
	Iteration 372Q: 3 clusters Score -2.003631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -20036310.000000 Penalty: 5764.038086
	Iteration 373Q: 3 clusters Score -2.003631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -20036330.000000 Penalty: 5764.038086
	Iteration 374Q: 3 clusters Score -2.003633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -20036328.000000 Penalty: 5764.038086
	Iteration 375Q: 3 clusters Score -2.003633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -20036318.000000 Penalty: 5764.038086
	Iteration 376Q: 3 clusters Score -2.003632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -20036296.000000 Penalty: 5764.038086
	Iteration 377Q: 3 clusters Score -2.00363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -20036302.000000 Penalty: 5764.038086
	Iteration 378Q: 3 clusters Score -2.00363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -20036294.000000 Penalty: 5764.038086
	Iteration 379Q: 3 clusters Score -2.003629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -20036280.000000 Penalty: 5764.038086
	Iteration 380F: 3 clusters Score -2.003628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 381Q: 3 clusters Score -2.003629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 382Q: 3 clusters Score -2.003629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -20036320.000000 Penalty: 5764.038086
	Iteration 383Q: 3 clusters Score -2.003632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -20036318.000000 Penalty: 5764.038086
	Iteration 384Q: 3 clusters Score -2.003632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -20036314.000000 Penalty: 5764.038086
	Iteration 385Q: 3 clusters Score -2.003631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -20036332.000000 Penalty: 5764.038086
	Iteration 386Q: 3 clusters Score -2.003633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -20036296.000000 Penalty: 5764.038086
	Iteration 387Q: 3 clusters Score -2.00363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 388Q: 3 clusters Score -2.00363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -20036300.000000 Penalty: 5764.038086
	Iteration 389Q: 3 clusters Score -2.00363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -20036318.000000 Penalty: 5764.038086
	Iteration 390Q: 3 clusters Score -2.003632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 391Q: 3 clusters Score -2.003629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -20036292.000000 Penalty: 5764.038086
	Iteration 392Q: 3 clusters Score -2.003629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -20036298.000000 Penalty: 5764.038086
	Iteration 393Q: 3 clusters Score -2.00363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -20036286.000000 Penalty: 5764.038086
	Iteration 394Q: 3 clusters Score -2.003629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -20036298.000000 Penalty: 5764.038086
	Iteration 395Q: 3 clusters Score -2.00363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -20036312.000000 Penalty: 5764.038086
	Iteration 396Q: 3 clusters Score -2.003631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -20036330.000000 Penalty: 5764.038086
	Iteration 397Q: 3 clusters Score -2.003633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -20036322.000000 Penalty: 5764.038086
	Iteration 398Q: 3 clusters Score -2.003632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -20036302.000000 Penalty: 5764.038086
	Iteration 399Q: 3 clusters Score -2.00363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -20036280.000000 Penalty: 5764.038086
	Iteration 400F: 3 clusters Score -2.003628e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 401Q: 3 clusters Score -2.00363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -20036262.000000 Penalty: 5764.038086
	Iteration 402Q: 3 clusters Score -2.003626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -20036280.000000 Penalty: 5764.038086
	Iteration 403Q: 3 clusters Score -2.003628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -20036296.000000 Penalty: 5764.038086
	Iteration 404Q: 3 clusters Score -2.00363e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -20036294.000000 Penalty: 5764.038086
	Iteration 405Q: 3 clusters Score -2.003629e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -20036240.000000 Penalty: 5764.038086
	Iteration 406Q: 3 clusters Score -2.003624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -20036198.000000 Penalty: 5764.038086
	Iteration 407Q: 3 clusters Score -2.00362e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -20036208.000000 Penalty: 5764.038086
	Iteration 408Q: 3 clusters Score -2.003621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -20036230.000000 Penalty: 5764.038086
	Iteration 409Q: 3 clusters Score -2.003623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -20036224.000000 Penalty: 5764.038086
	Iteration 410Q: 3 clusters Score -2.003622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5764.038086
	Iteration 411Q: 3 clusters Score -2.003627e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -20036198.000000 Penalty: 5764.038086
	Iteration 412Q: 3 clusters Score -2.00362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -20036204.000000 Penalty: 5764.038086
	Iteration 413Q: 3 clusters Score -2.00362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -20036216.000000 Penalty: 5764.038086
	Iteration 414Q: 3 clusters Score -2.003622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -20036232.000000 Penalty: 5764.038086
	Iteration 415Q: 3 clusters Score -2.003623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -20036222.000000 Penalty: 5764.038086
	Iteration 416Q: 3 clusters Score -2.003622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -20036240.000000 Penalty: 5764.038086
	Iteration 417Q: 3 clusters Score -2.003624e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -20036260.000000 Penalty: 5764.038086
	Iteration 418Q: 3 clusters Score -2.003626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -20036206.000000 Penalty: 5764.038086
	Iteration 419Q: 3 clusters Score -2.003621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5764.038086
	Iteration 420F: 3 clusters Score -2.003619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -20036228.000000 Penalty: 5764.038086
	Iteration 421Q: 3 clusters Score -2.003623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -20036212.000000 Penalty: 5764.038086
	Iteration 422Q: 3 clusters Score -2.003621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5764.038086
	Iteration 423Q: 3 clusters Score -2.003619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -20036192.000000 Penalty: 5764.038086
	Iteration 424Q: 3 clusters Score -2.003619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -20036184.000000 Penalty: 5764.038086
	Iteration 425Q: 3 clusters Score -2.003618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5764.038086
	Iteration 426Q: 3 clusters Score -2.003619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -20036220.000000 Penalty: 5764.038086
	Iteration 427Q: 3 clusters Score -2.003622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -20036220.000000 Penalty: 5764.038086
	Iteration 428Q: 3 clusters Score -2.003622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -20036224.000000 Penalty: 5764.038086
	Iteration 429Q: 3 clusters Score -2.003622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -20036250.000000 Penalty: 5764.038086
	Iteration 430Q: 3 clusters Score -2.003625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -20036232.000000 Penalty: 5764.038086
	Iteration 431Q: 3 clusters Score -2.003623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -20036232.000000 Penalty: 5764.038086
	Iteration 432Q: 3 clusters Score -2.003623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -20036234.000000 Penalty: 5764.038086
	Iteration 433Q: 3 clusters Score -2.003623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -20036242.000000 Penalty: 5764.038086
	Iteration 434Q: 3 clusters Score -2.003624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -20036276.000000 Penalty: 5764.038086
	Iteration 435Q: 3 clusters Score -2.003628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -20036266.000000 Penalty: 5764.038086
	Iteration 436Q: 3 clusters Score -2.003627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -20036254.000000 Penalty: 5764.038086
	Iteration 437Q: 3 clusters Score -2.003625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -20036244.000000 Penalty: 5764.038086
	Iteration 438Q: 3 clusters Score -2.003624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -20036238.000000 Penalty: 5764.038086
	Iteration 439Q: 3 clusters Score -2.003624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -20036236.000000 Penalty: 5764.038086
	Iteration 440F: 3 clusters Score -2.003624e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -20036248.000000 Penalty: 5764.038086
	Iteration 441Q: 3 clusters Score -2.003625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -20036256.000000 Penalty: 5764.038086
	Iteration 442Q: 3 clusters Score -2.003626e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -20036246.000000 Penalty: 5764.038086
	Iteration 443Q: 3 clusters Score -2.003625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -20036262.000000 Penalty: 5764.038086
	Iteration 444Q: 3 clusters Score -2.003626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -20036266.000000 Penalty: 5764.038086
	Iteration 445Q: 3 clusters Score -2.003627e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -20036286.000000 Penalty: 5764.038086
	Iteration 446Q: 3 clusters Score -2.003629e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -20036296.000000 Penalty: 5764.038086
	Iteration 447Q: 3 clusters Score -2.00363e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -20036314.000000 Penalty: 5764.038086
	Iteration 448Q: 3 clusters Score -2.003631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -20036302.000000 Penalty: 5764.038086
	Iteration 449Q: 3 clusters Score -2.00363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -20036306.000000 Penalty: 5764.038086
	Iteration 450Q: 3 clusters Score -2.003631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -20036294.000000 Penalty: 5764.038086
	Iteration 451Q: 3 clusters Score -2.003629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -20036304.000000 Penalty: 5764.038086
	Iteration 452Q: 3 clusters Score -2.00363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -20036262.000000 Penalty: 5764.038086
	Iteration 453Q: 3 clusters Score -2.003626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -20036268.000000 Penalty: 5764.038086
	Iteration 454Q: 3 clusters Score -2.003627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -20036280.000000 Penalty: 5764.038086
	Iteration 455Q: 3 clusters Score -2.003628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -20036274.000000 Penalty: 5764.038086
	Iteration 456Q: 3 clusters Score -2.003627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -20036264.000000 Penalty: 5764.038086
	Iteration 457Q: 3 clusters Score -2.003626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -20036302.000000 Penalty: 5764.038086
	Iteration 458Q: 3 clusters Score -2.00363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -20036312.000000 Penalty: 5764.038086
	Iteration 459Q: 3 clusters Score -2.003631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -20036322.000000 Penalty: 5764.038086
	Iteration 460F: 3 clusters Score -2.003632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -20036334.000000 Penalty: 5764.038086
	Iteration 461Q: 3 clusters Score -2.003633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -20036354.000000 Penalty: 5764.038086
	Iteration 462Q: 3 clusters Score -2.003635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20036348.000000 Penalty: 5764.038086
	Iteration 463Q: 3 clusters Score -2.003635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -20036336.000000 Penalty: 5764.038086
	Iteration 464Q: 3 clusters Score -2.003634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20036348.000000 Penalty: 5764.038086
	Iteration 465Q: 3 clusters Score -2.003635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -20036356.000000 Penalty: 5764.038086
	Iteration 466Q: 3 clusters Score -2.003636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -20036390.000000 Penalty: 5764.038086
	Iteration 467Q: 3 clusters Score -2.003639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -20036374.000000 Penalty: 5764.038086
	Iteration 468Q: 3 clusters Score -2.003637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20036370.000000 Penalty: 5764.038086
	Iteration 469Q: 3 clusters Score -2.003637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -20036350.000000 Penalty: 5764.038086
	Iteration 470Q: 3 clusters Score -2.003635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -20036364.000000 Penalty: 5764.038086
	Iteration 471Q: 3 clusters Score -2.003636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20036394.000000 Penalty: 5764.038086
	Iteration 472Q: 3 clusters Score -2.003639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -20036392.000000 Penalty: 5764.038086
	Iteration 473Q: 3 clusters Score -2.003639e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20036366.000000 Penalty: 5764.038086
	Iteration 474Q: 3 clusters Score -2.003637e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -20036356.000000 Penalty: 5764.038086
	Iteration 475Q: 3 clusters Score -2.003636e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -20036348.000000 Penalty: 5764.038086
	Iteration 476Q: 3 clusters Score -2.003635e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -20036332.000000 Penalty: 5764.038086
	Iteration 477Q: 3 clusters Score -2.003633e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -20036358.000000 Penalty: 5764.038086
	Iteration 478Q: 3 clusters Score -2.003636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -20036336.000000 Penalty: 5764.038086
	Iteration 479Q: 3 clusters Score -2.003634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -20036370.000000 Penalty: 5764.038086
	Iteration 480F: 3 clusters Score -2.003637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -20036360.000000 Penalty: 5764.038086
	Iteration 481Q: 3 clusters Score -2.003636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -20036366.000000 Penalty: 5764.038086
	Iteration 482Q: 3 clusters Score -2.003637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -20036380.000000 Penalty: 5764.038086
	Iteration 483Q: 3 clusters Score -2.003638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -20036370.000000 Penalty: 5764.038086
	Iteration 484Q: 3 clusters Score -2.003637e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -20036368.000000 Penalty: 5764.038086
	Iteration 485Q: 3 clusters Score -2.003637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -20036352.000000 Penalty: 5764.038086
	Iteration 486Q: 3 clusters Score -2.003635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -20036352.000000 Penalty: 5764.038086
	Iteration 487Q: 3 clusters Score -2.003635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -20036322.000000 Penalty: 5764.038086
	Iteration 488Q: 3 clusters Score -2.003632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -20036320.000000 Penalty: 5764.038086
	Iteration 489Q: 3 clusters Score -2.003632e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -20036340.000000 Penalty: 5764.038086
	Iteration 490Q: 3 clusters Score -2.003634e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -20036358.000000 Penalty: 5764.038086
	Iteration 491Q: 3 clusters Score -2.003636e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -20036350.000000 Penalty: 5764.038086
	Iteration 492Q: 3 clusters Score -2.003635e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -20036372.000000 Penalty: 5764.038086
	Iteration 493Q: 3 clusters Score -2.003637e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -20036358.000000 Penalty: 5764.038086
	Iteration 494Q: 3 clusters Score -2.003636e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -20036382.000000 Penalty: 5764.038086
	Iteration 495Q: 3 clusters Score -2.003638e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -20036368.000000 Penalty: 5764.038086
	Iteration 496Q: 3 clusters Score -2.003637e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
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	Iteration 497Q: 3 clusters Score -2.003636e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -20036370.000000 Penalty: 5764.038086
	Iteration 498Q: 3 clusters Score -2.003637e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -20036396.000000 Penalty: 5764.038086
	Iteration 499Q: 3 clusters Score -2.00364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -20036378.000000 Penalty: 5764.038086
	Iteration 500F: 3 clusters Score -2.003638e+07 nChanged 11
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 18 contains 59653 members 
Mstep: Class 19 contains 125483 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 83535 members 
Mstep: Class 30 contains 17823 members 
Mstep: Class 31 contains 51765 members 
Entering Unmasked Estep 
Score: -116826216.000000 Penalty: 103315.843750
Splitting cluster 18 changes total score from -116458688.000000 to -116826216.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (125483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125483 members 
Entering Unmasked Estep 
Score: -21960558.000000 Penalty: 2911.501465
	Iteration 0F: 2 clusters Score -2.196056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -21963966.000000 Penalty: 5823.002930
	Iteration 0F: 3 clusters Score -2.196397e+07 nChanged 59346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -22001074.000000 Penalty: 5823.002930
	Iteration 1F: 3 clusters Score -2.200107e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -22008332.000000 Penalty: 5823.002930
	Iteration 2F: 3 clusters Score -2.200833e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -22015374.000000 Penalty: 5823.002930
	Iteration 3F: 3 clusters Score -2.201537e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -22020266.000000 Penalty: 5823.002930
	Iteration 4F: 3 clusters Score -2.202027e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -22024020.000000 Penalty: 5823.002930
	Iteration 5F: 3 clusters Score -2.202402e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -22027404.000000 Penalty: 5823.002930
	Iteration 6F: 3 clusters Score -2.20274e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -22030276.000000 Penalty: 5823.002930
	Iteration 7F: 3 clusters Score -2.203028e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -22032530.000000 Penalty: 5823.002930
	Iteration 8Q: 3 clusters Score -2.203253e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -22033204.000000 Penalty: 5823.002930
	Iteration 9Q: 3 clusters Score -2.20332e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -22030856.000000 Penalty: 5823.002930
	Iteration 10Q: 3 clusters Score -2.203086e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -22026968.000000 Penalty: 5823.002930
	Iteration 11F: 3 clusters Score -2.202697e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -22034926.000000 Penalty: 5823.002930
	Iteration 12F: 3 clusters Score -2.203493e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -22040754.000000 Penalty: 5823.002930
	Iteration 13F: 3 clusters Score -2.204075e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -22041782.000000 Penalty: 5823.002930
	Iteration 14Q: 3 clusters Score -2.204178e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -22041200.000000 Penalty: 5823.002930
	Iteration 15Q: 3 clusters Score -2.20412e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -22040328.000000 Penalty: 5823.002930
	Iteration 16Q: 3 clusters Score -2.204033e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -22039620.000000 Penalty: 5823.002930
	Iteration 17Q: 3 clusters Score -2.203962e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -22039136.000000 Penalty: 5823.002930
	Iteration 18Q: 3 clusters Score -2.203914e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -22038726.000000 Penalty: 5823.002930
	Iteration 19Q: 3 clusters Score -2.203873e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -22038436.000000 Penalty: 5823.002930
	Iteration 20F: 3 clusters Score -2.203844e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -22038350.000000 Penalty: 5823.002930
	Iteration 21Q: 3 clusters Score -2.203835e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -22038232.000000 Penalty: 5823.002930
	Iteration 22Q: 3 clusters Score -2.203823e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -22038200.000000 Penalty: 5823.002930
	Iteration 23Q: 3 clusters Score -2.20382e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -22038106.000000 Penalty: 5823.002930
	Iteration 24Q: 3 clusters Score -2.203811e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -22038180.000000 Penalty: 5823.002930
	Iteration 25Q: 3 clusters Score -2.203818e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -22038266.000000 Penalty: 5823.002930
	Iteration 26Q: 3 clusters Score -2.203827e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -22038310.000000 Penalty: 5823.002930
	Iteration 27Q: 3 clusters Score -2.203831e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -22038380.000000 Penalty: 5823.002930
	Iteration 28Q: 3 clusters Score -2.203838e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -22038394.000000 Penalty: 5823.002930
	Iteration 29Q: 3 clusters Score -2.203839e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -22038440.000000 Penalty: 5823.002930
	Iteration 30Q: 3 clusters Score -2.203844e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -22038430.000000 Penalty: 5823.002930
	Iteration 31Q: 3 clusters Score -2.203843e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -22038420.000000 Penalty: 5823.002930
	Iteration 32Q: 3 clusters Score -2.203842e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -22038340.000000 Penalty: 5823.002930
	Iteration 33Q: 3 clusters Score -2.203834e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -22038368.000000 Penalty: 5823.002930
	Iteration 34Q: 3 clusters Score -2.203837e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -22038270.000000 Penalty: 5823.002930
	Iteration 35Q: 3 clusters Score -2.203827e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -22038220.000000 Penalty: 5823.002930
	Iteration 36Q: 3 clusters Score -2.203822e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -22038206.000000 Penalty: 5823.002930
	Iteration 37Q: 3 clusters Score -2.203821e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -22038154.000000 Penalty: 5823.002930
	Iteration 38Q: 3 clusters Score -2.203815e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -22038136.000000 Penalty: 5823.002930
	Iteration 39Q: 3 clusters Score -2.203814e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -22038138.000000 Penalty: 5823.002930
	Iteration 40F: 3 clusters Score -2.203814e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -22038108.000000 Penalty: 5823.002930
	Iteration 41Q: 3 clusters Score -2.203811e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -22038062.000000 Penalty: 5823.002930
	Iteration 42Q: 3 clusters Score -2.203806e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -22038012.000000 Penalty: 5823.002930
	Iteration 43Q: 3 clusters Score -2.203801e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -22037966.000000 Penalty: 5823.002930
	Iteration 44Q: 3 clusters Score -2.203797e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -22037912.000000 Penalty: 5823.002930
	Iteration 45Q: 3 clusters Score -2.203791e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -22037862.000000 Penalty: 5823.002930
	Iteration 46Q: 3 clusters Score -2.203786e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -22037842.000000 Penalty: 5823.002930
	Iteration 47Q: 3 clusters Score -2.203784e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -22037768.000000 Penalty: 5823.002930
	Iteration 48Q: 3 clusters Score -2.203777e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -22037808.000000 Penalty: 5823.002930
	Iteration 49Q: 3 clusters Score -2.203781e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -22037790.000000 Penalty: 5823.002930
	Iteration 50Q: 3 clusters Score -2.203779e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -22037796.000000 Penalty: 5823.002930
	Iteration 51Q: 3 clusters Score -2.20378e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -22037816.000000 Penalty: 5823.002930
	Iteration 52Q: 3 clusters Score -2.203782e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -22037846.000000 Penalty: 5823.002930
	Iteration 53Q: 3 clusters Score -2.203785e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -22037826.000000 Penalty: 5823.002930
	Iteration 54Q: 3 clusters Score -2.203783e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -22037854.000000 Penalty: 5823.002930
	Iteration 55Q: 3 clusters Score -2.203785e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -22037876.000000 Penalty: 5823.002930
	Iteration 56Q: 3 clusters Score -2.203788e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -22037862.000000 Penalty: 5823.002930
	Iteration 57Q: 3 clusters Score -2.203786e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -22037842.000000 Penalty: 5823.002930
	Iteration 58Q: 3 clusters Score -2.203784e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -22037952.000000 Penalty: 5823.002930
	Iteration 59Q: 3 clusters Score -2.203795e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -22037936.000000 Penalty: 5823.002930
	Iteration 60F: 3 clusters Score -2.203794e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -22037930.000000 Penalty: 5823.002930
	Iteration 61Q: 3 clusters Score -2.203793e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -22037900.000000 Penalty: 5823.002930
	Iteration 62Q: 3 clusters Score -2.20379e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -22037856.000000 Penalty: 5823.002930
	Iteration 63Q: 3 clusters Score -2.203786e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -22037810.000000 Penalty: 5823.002930
	Iteration 64Q: 3 clusters Score -2.203781e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -22037790.000000 Penalty: 5823.002930
	Iteration 65Q: 3 clusters Score -2.203779e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -22037752.000000 Penalty: 5823.002930
	Iteration 66Q: 3 clusters Score -2.203775e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -22037730.000000 Penalty: 5823.002930
	Iteration 67Q: 3 clusters Score -2.203773e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -22037738.000000 Penalty: 5823.002930
	Iteration 68Q: 3 clusters Score -2.203774e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -22037696.000000 Penalty: 5823.002930
	Iteration 69Q: 3 clusters Score -2.20377e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -22037656.000000 Penalty: 5823.002930
	Iteration 70Q: 3 clusters Score -2.203766e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -22037708.000000 Penalty: 5823.002930
	Iteration 71Q: 3 clusters Score -2.203771e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -22037682.000000 Penalty: 5823.002930
	Iteration 72Q: 3 clusters Score -2.203768e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -22037608.000000 Penalty: 5823.002930
	Iteration 73Q: 3 clusters Score -2.203761e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -22037568.000000 Penalty: 5823.002930
	Iteration 74Q: 3 clusters Score -2.203757e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -22037576.000000 Penalty: 5823.002930
	Iteration 75Q: 3 clusters Score -2.203758e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -22037528.000000 Penalty: 5823.002930
	Iteration 76Q: 3 clusters Score -2.203753e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -22037510.000000 Penalty: 5823.002930
	Iteration 77Q: 3 clusters Score -2.203751e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -22037488.000000 Penalty: 5823.002930
	Iteration 78Q: 3 clusters Score -2.203749e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -22037534.000000 Penalty: 5823.002930
	Iteration 79Q: 3 clusters Score -2.203753e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -22037514.000000 Penalty: 5823.002930
	Iteration 80F: 3 clusters Score -2.203751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -22037502.000000 Penalty: 5823.002930
	Iteration 81Q: 3 clusters Score -2.20375e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -22037564.000000 Penalty: 5823.002930
	Iteration 82Q: 3 clusters Score -2.203756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -22037602.000000 Penalty: 5823.002930
	Iteration 83Q: 3 clusters Score -2.20376e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -22037594.000000 Penalty: 5823.002930
	Iteration 84Q: 3 clusters Score -2.203759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -22037536.000000 Penalty: 5823.002930
	Iteration 85Q: 3 clusters Score -2.203754e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -22037534.000000 Penalty: 5823.002930
	Iteration 86Q: 3 clusters Score -2.203753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -22037570.000000 Penalty: 5823.002930
	Iteration 87Q: 3 clusters Score -2.203757e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -22037582.000000 Penalty: 5823.002930
	Iteration 88Q: 3 clusters Score -2.203758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -22037598.000000 Penalty: 5823.002930
	Iteration 89Q: 3 clusters Score -2.20376e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -22037592.000000 Penalty: 5823.002930
	Iteration 90Q: 3 clusters Score -2.203759e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -22037616.000000 Penalty: 5823.002930
	Iteration 91Q: 3 clusters Score -2.203762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -22037636.000000 Penalty: 5823.002930
	Iteration 92Q: 3 clusters Score -2.203764e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -22037658.000000 Penalty: 5823.002930
	Iteration 93Q: 3 clusters Score -2.203766e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -22037630.000000 Penalty: 5823.002930
	Iteration 94Q: 3 clusters Score -2.203763e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -22037662.000000 Penalty: 5823.002930
	Iteration 95Q: 3 clusters Score -2.203766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -22037688.000000 Penalty: 5823.002930
	Iteration 96Q: 3 clusters Score -2.203769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -22037664.000000 Penalty: 5823.002930
	Iteration 97Q: 3 clusters Score -2.203766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -22037670.000000 Penalty: 5823.002930
	Iteration 98Q: 3 clusters Score -2.203767e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -22037642.000000 Penalty: 5823.002930
	Iteration 99Q: 3 clusters Score -2.203764e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -22037638.000000 Penalty: 5823.002930
	Iteration 100F: 3 clusters Score -2.203764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -22037656.000000 Penalty: 5823.002930
	Iteration 101Q: 3 clusters Score -2.203766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -22037658.000000 Penalty: 5823.002930
	Iteration 102Q: 3 clusters Score -2.203766e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -22037700.000000 Penalty: 5823.002930
	Iteration 103Q: 3 clusters Score -2.20377e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -22037682.000000 Penalty: 5823.002930
	Iteration 104Q: 3 clusters Score -2.203768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -22037684.000000 Penalty: 5823.002930
	Iteration 105Q: 3 clusters Score -2.203768e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -22037722.000000 Penalty: 5823.002930
	Iteration 106Q: 3 clusters Score -2.203772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -22037706.000000 Penalty: 5823.002930
	Iteration 107Q: 3 clusters Score -2.203771e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -22037704.000000 Penalty: 5823.002930
	Iteration 108Q: 3 clusters Score -2.20377e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -22037670.000000 Penalty: 5823.002930
	Iteration 109Q: 3 clusters Score -2.203767e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -22037744.000000 Penalty: 5823.002930
	Iteration 110Q: 3 clusters Score -2.203774e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -22037756.000000 Penalty: 5823.002930
	Iteration 111Q: 3 clusters Score -2.203776e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -22037744.000000 Penalty: 5823.002930
	Iteration 112Q: 3 clusters Score -2.203774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -22037770.000000 Penalty: 5823.002930
	Iteration 113Q: 3 clusters Score -2.203777e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -22037754.000000 Penalty: 5823.002930
	Iteration 114Q: 3 clusters Score -2.203775e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -22037772.000000 Penalty: 5823.002930
	Iteration 115Q: 3 clusters Score -2.203777e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -22037768.000000 Penalty: 5823.002930
	Iteration 116Q: 3 clusters Score -2.203777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -22037800.000000 Penalty: 5823.002930
	Iteration 117Q: 3 clusters Score -2.20378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -22037796.000000 Penalty: 5823.002930
	Iteration 118Q: 3 clusters Score -2.20378e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -22037790.000000 Penalty: 5823.002930
	Iteration 119Q: 3 clusters Score -2.203779e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -22037778.000000 Penalty: 5823.002930
	Iteration 120F: 3 clusters Score -2.203778e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -22037754.000000 Penalty: 5823.002930
	Iteration 121Q: 3 clusters Score -2.203775e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -22037794.000000 Penalty: 5823.002930
	Iteration 122Q: 3 clusters Score -2.203779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -22037758.000000 Penalty: 5823.002930
	Iteration 123Q: 3 clusters Score -2.203776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -22037764.000000 Penalty: 5823.002930
	Iteration 124Q: 3 clusters Score -2.203776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -22037732.000000 Penalty: 5823.002930
	Iteration 125Q: 3 clusters Score -2.203773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -22037752.000000 Penalty: 5823.002930
	Iteration 126Q: 3 clusters Score -2.203775e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -22037722.000000 Penalty: 5823.002930
	Iteration 127Q: 3 clusters Score -2.203772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -22037712.000000 Penalty: 5823.002930
	Iteration 128Q: 3 clusters Score -2.203771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -22037742.000000 Penalty: 5823.002930
	Iteration 129Q: 3 clusters Score -2.203774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -22037676.000000 Penalty: 5823.002930
	Iteration 130Q: 3 clusters Score -2.203768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -22037726.000000 Penalty: 5823.002930
	Iteration 131Q: 3 clusters Score -2.203773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -22037724.000000 Penalty: 5823.002930
	Iteration 132Q: 3 clusters Score -2.203772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -22037692.000000 Penalty: 5823.002930
	Iteration 133Q: 3 clusters Score -2.203769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -22037684.000000 Penalty: 5823.002930
	Iteration 134Q: 3 clusters Score -2.203768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -22037686.000000 Penalty: 5823.002930
	Iteration 135Q: 3 clusters Score -2.203769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -22037662.000000 Penalty: 5823.002930
	Iteration 136Q: 3 clusters Score -2.203766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -22037682.000000 Penalty: 5823.002930
	Iteration 137Q: 3 clusters Score -2.203768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -22037694.000000 Penalty: 5823.002930
	Iteration 138Q: 3 clusters Score -2.203769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -22037696.000000 Penalty: 5823.002930
	Iteration 139Q: 3 clusters Score -2.20377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -22037688.000000 Penalty: 5823.002930
	Iteration 140F: 3 clusters Score -2.203769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -22037720.000000 Penalty: 5823.002930
	Iteration 141Q: 3 clusters Score -2.203772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -22037742.000000 Penalty: 5823.002930
	Iteration 142Q: 3 clusters Score -2.203774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -22037712.000000 Penalty: 5823.002930
	Iteration 143Q: 3 clusters Score -2.203771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -22037728.000000 Penalty: 5823.002930
	Iteration 144Q: 3 clusters Score -2.203773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -22037750.000000 Penalty: 5823.002930
	Iteration 145Q: 3 clusters Score -2.203775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -22037772.000000 Penalty: 5823.002930
	Iteration 146Q: 3 clusters Score -2.203777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -22037766.000000 Penalty: 5823.002930
	Iteration 147Q: 3 clusters Score -2.203777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -22037754.000000 Penalty: 5823.002930
	Iteration 148Q: 3 clusters Score -2.203775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -22037744.000000 Penalty: 5823.002930
	Iteration 149Q: 3 clusters Score -2.203774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -22037762.000000 Penalty: 5823.002930
	Iteration 150Q: 3 clusters Score -2.203776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -22037774.000000 Penalty: 5823.002930
	Iteration 151Q: 3 clusters Score -2.203777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -22037746.000000 Penalty: 5823.002930
	Iteration 152Q: 3 clusters Score -2.203775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -22037734.000000 Penalty: 5823.002930
	Iteration 153Q: 3 clusters Score -2.203773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -22037752.000000 Penalty: 5823.002930
	Iteration 154Q: 3 clusters Score -2.203775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -22037738.000000 Penalty: 5823.002930
	Iteration 155Q: 3 clusters Score -2.203774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -22037734.000000 Penalty: 5823.002930
	Iteration 156Q: 3 clusters Score -2.203773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -22037738.000000 Penalty: 5823.002930
	Iteration 157Q: 3 clusters Score -2.203774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -22037746.000000 Penalty: 5823.002930
	Iteration 158Q: 3 clusters Score -2.203775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -22037736.000000 Penalty: 5823.002930
	Iteration 159Q: 3 clusters Score -2.203774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -22037744.000000 Penalty: 5823.002930
	Iteration 160F: 3 clusters Score -2.203774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -22037734.000000 Penalty: 5823.002930
	Iteration 161Q: 3 clusters Score -2.203773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -22037748.000000 Penalty: 5823.002930
	Iteration 162Q: 3 clusters Score -2.203775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -22037740.000000 Penalty: 5823.002930
	Iteration 163Q: 3 clusters Score -2.203774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -22037728.000000 Penalty: 5823.002930
	Iteration 164Q: 3 clusters Score -2.203773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -22037706.000000 Penalty: 5823.002930
	Iteration 165Q: 3 clusters Score -2.203771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -22037694.000000 Penalty: 5823.002930
	Iteration 166Q: 3 clusters Score -2.203769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -22037696.000000 Penalty: 5823.002930
	Iteration 167Q: 3 clusters Score -2.20377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -22037712.000000 Penalty: 5823.002930
	Iteration 168Q: 3 clusters Score -2.203771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -22037710.000000 Penalty: 5823.002930
	Iteration 169Q: 3 clusters Score -2.203771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -22037706.000000 Penalty: 5823.002930
	Iteration 170Q: 3 clusters Score -2.203771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -22037724.000000 Penalty: 5823.002930
	Iteration 171Q: 3 clusters Score -2.203772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -22037710.000000 Penalty: 5823.002930
	Iteration 172Q: 3 clusters Score -2.203771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -22037710.000000 Penalty: 5823.002930
	Iteration 173F: 3 clusters Score -2.203771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 18 contains 59653 members 
Mstep: Class 19 contains 77426 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 83535 members 
Mstep: Class 30 contains 17823 members 
Mstep: Class 31 contains 51765 members 
Mstep: Class 32 contains 48057 members 
Entering Unmasked Estep 
Score: -116905064.000000 Penalty: 106648.609375
Splitting cluster 19 changes total score from -116458688.000000 to -116905064.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 18 contains 59653 members 
Mstep: Class 19 contains 77426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116943160.000000 Penalty: 106648.609375
Iteration 39Q: 33 clusters Score -1.169432e+08 nChanged 30239
Entering Unmasked Mstep 
Mstep: Class 0 contains 509 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 16752 members 
Mstep: Class 8 contains 12346 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 4824 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 28762 members 
Mstep: Class 16 contains 41368 members 
Mstep: Class 17 contains 28015 members 
Mstep: Class 18 contains 62370 members 
Mstep: Class 19 contains 82352 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 12304 members 
Mstep: Class 22 contains 14307 members 
Mstep: Class 23 contains 21209 members 
Mstep: Class 24 contains 399 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 278 members 
Mstep: Class 27 contains 14673 members 
Mstep: Class 28 contains 342 members 
Mstep: Class 29 contains 82751 members 
Mstep: Class 30 contains 19397 members 
Mstep: Class 31 contains 49771 members 
Mstep: Class 32 contains 47569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116962856.000000 Penalty: 106648.609375
Iteration 40F: 33 clusters Score -1.169629e+08 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 12264 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 5 contains 8796 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 16361 members 
Mstep: Class 8 contains 12150 members 
Mstep: Class 9 contains 41891 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 31733 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 28506 members 
Mstep: Class 18 contains 61812 members 
Mstep: Class 19 contains 78221 members 
Mstep: Class 20 contains 17605 members 
Mstep: Class 21 contains 12257 members 
Mstep: Class 22 contains 13645 members 
Mstep: Class 23 contains 22435 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 331 members 
Mstep: Class 27 contains 14571 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 83613 members 
Mstep: Class 30 contains 19699 members 
Mstep: Class 31 contains 50851 members 
Mstep: Class 32 contains 49308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116974864.000000 Penalty: 106648.609375
Iteration 41Q: 33 clusters Score -1.169749e+08 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 12412 members 
Mstep: Class 7 contains 16195 members 
Mstep: Class 8 contains 12035 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 33264 members 
Mstep: Class 16 contains 40054 members 
Mstep: Class 17 contains 29239 members 
Mstep: Class 18 contains 61951 members 
Mstep: Class 19 contains 76031 members 
Mstep: Class 20 contains 17810 members 
Mstep: Class 21 contains 12226 members 
Mstep: Class 22 contains 13368 members 
Mstep: Class 23 contains 23277 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 336 members 
Mstep: Class 27 contains 14529 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 83281 members 
Mstep: Class 30 contains 19261 members 
Mstep: Class 31 contains 51332 members 
Mstep: Class 32 contains 50035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116980056.000000 Penalty: 106648.609375
Iteration 42Q: 33 clusters Score -1.169801e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 12520 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 8970 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 11894 members 
Mstep: Class 9 contains 41898 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 34238 members 
Mstep: Class 16 contains 39949 members 
Mstep: Class 17 contains 29971 members 
Mstep: Class 18 contains 62068 members 
Mstep: Class 19 contains 74747 members 
Mstep: Class 20 contains 18063 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 13234 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 371 members 
Mstep: Class 26 contains 337 members 
Mstep: Class 27 contains 14501 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 82800 members 
Mstep: Class 30 contains 18714 members 
Mstep: Class 31 contains 51736 members 
Mstep: Class 32 contains 50222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116983848.000000 Penalty: 106648.609375
Iteration 43Q: 33 clusters Score -1.169838e+08 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 12580 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 9025 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 16038 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 41897 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 35013 members 
Mstep: Class 16 contains 39930 members 
Mstep: Class 17 contains 30635 members 
Mstep: Class 18 contains 62083 members 
Mstep: Class 19 contains 73735 members 
Mstep: Class 20 contains 18345 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 22 contains 13106 members 
Mstep: Class 23 contains 24664 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 340 members 
Mstep: Class 27 contains 14490 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 82408 members 
Mstep: Class 30 contains 18175 members 
Mstep: Class 31 contains 52102 members 
Mstep: Class 32 contains 50237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116986760.000000 Penalty: 106648.609375
Iteration 44Q: 33 clusters Score -1.169868e+08 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 12602 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 11865 members 
Mstep: Class 7 contains 16001 members 
Mstep: Class 8 contains 11557 members 
Mstep: Class 9 contains 41883 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 798 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 35677 members 
Mstep: Class 16 contains 39920 members 
Mstep: Class 17 contains 31244 members 
Mstep: Class 18 contains 62062 members 
Mstep: Class 19 contains 73012 members 
Mstep: Class 20 contains 18655 members 
Mstep: Class 21 contains 12319 members 
Mstep: Class 22 contains 13035 members 
Mstep: Class 23 contains 25351 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14473 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 82116 members 
Mstep: Class 30 contains 17668 members 
Mstep: Class 31 contains 52393 members 
Mstep: Class 32 contains 50081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116988264.000000 Penalty: 106648.609375
Iteration 45Q: 33 clusters Score -1.169883e+08 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 9095 members 
Mstep: Class 6 contains 11675 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 11356 members 
Mstep: Class 9 contains 41865 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 36280 members 
Mstep: Class 16 contains 39933 members 
Mstep: Class 17 contains 31746 members 
Mstep: Class 18 contains 62034 members 
Mstep: Class 19 contains 72371 members 
Mstep: Class 20 contains 18951 members 
Mstep: Class 21 contains 12366 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 25997 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14448 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81869 members 
Mstep: Class 30 contains 17255 members 
Mstep: Class 31 contains 52613 members 
Mstep: Class 32 contains 49886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116989896.000000 Penalty: 106648.609375
Iteration 46Q: 33 clusters Score -1.169899e+08 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 12646 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 9121 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 41854 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 36772 members 
Mstep: Class 16 contains 39961 members 
Mstep: Class 17 contains 32223 members 
Mstep: Class 18 contains 61927 members 
Mstep: Class 19 contains 71732 members 
Mstep: Class 20 contains 19278 members 
Mstep: Class 21 contains 12385 members 
Mstep: Class 22 contains 13107 members 
Mstep: Class 23 contains 26633 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14426 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81709 members 
Mstep: Class 30 contains 16866 members 
Mstep: Class 31 contains 52800 members 
Mstep: Class 32 contains 49739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116991592.000000 Penalty: 106648.609375
Iteration 47Q: 33 clusters Score -1.169916e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 12663 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 11148 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 41846 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 37239 members 
Mstep: Class 16 contains 39990 members 
Mstep: Class 17 contains 32637 members 
Mstep: Class 18 contains 61833 members 
Mstep: Class 19 contains 71103 members 
Mstep: Class 20 contains 19593 members 
Mstep: Class 21 contains 12413 members 
Mstep: Class 22 contains 13231 members 
Mstep: Class 23 contains 27207 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14410 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81614 members 
Mstep: Class 30 contains 16505 members 
Mstep: Class 31 contains 52915 members 
Mstep: Class 32 contains 49604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116992856.000000 Penalty: 106648.609375
Iteration 48Q: 33 clusters Score -1.169929e+08 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 10908 members 
Mstep: Class 7 contains 16065 members 
Mstep: Class 8 contains 10764 members 
Mstep: Class 9 contains 41840 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 37641 members 
Mstep: Class 16 contains 40082 members 
Mstep: Class 17 contains 32969 members 
Mstep: Class 18 contains 61751 members 
Mstep: Class 19 contains 70511 members 
Mstep: Class 20 contains 19869 members 
Mstep: Class 21 contains 12433 members 
Mstep: Class 22 contains 13358 members 
Mstep: Class 23 contains 27747 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14390 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81555 members 
Mstep: Class 30 contains 16209 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 49504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116993960.000000 Penalty: 106648.609375
Iteration 49Q: 33 clusters Score -1.16994e+08 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 10660 members 
Mstep: Class 7 contains 16089 members 
Mstep: Class 8 contains 10572 members 
Mstep: Class 9 contains 41836 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 37988 members 
Mstep: Class 16 contains 40159 members 
Mstep: Class 17 contains 33246 members 
Mstep: Class 18 contains 61651 members 
Mstep: Class 19 contains 70008 members 
Mstep: Class 20 contains 20148 members 
Mstep: Class 21 contains 12460 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 28251 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14378 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81517 members 
Mstep: Class 30 contains 15953 members 
Mstep: Class 31 contains 53009 members 
Mstep: Class 32 contains 49409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116994664.000000 Penalty: 106648.609375
Iteration 50Q: 33 clusters Score -1.169947e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 12678 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9172 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 7 contains 16091 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 9 contains 41828 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 38329 members 
Mstep: Class 16 contains 40270 members 
Mstep: Class 17 contains 33488 members 
Mstep: Class 18 contains 61566 members 
Mstep: Class 19 contains 69551 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 21 contains 12488 members 
Mstep: Class 22 contains 13621 members 
Mstep: Class 23 contains 28698 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14366 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81473 members 
Mstep: Class 30 contains 15727 members 
Mstep: Class 31 contains 53034 members 
Mstep: Class 32 contains 49323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116995336.000000 Penalty: 106648.609375
Iteration 51Q: 33 clusters Score -1.169953e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 12673 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 41816 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 38666 members 
Mstep: Class 16 contains 40348 members 
Mstep: Class 17 contains 33689 members 
Mstep: Class 18 contains 61491 members 
Mstep: Class 19 contains 69030 members 
Mstep: Class 20 contains 20640 members 
Mstep: Class 21 contains 12492 members 
Mstep: Class 22 contains 13763 members 
Mstep: Class 23 contains 29171 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14357 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81454 members 
Mstep: Class 30 contains 15539 members 
Mstep: Class 31 contains 53048 members 
Mstep: Class 32 contains 49291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116996096.000000 Penalty: 106648.609375
Iteration 52Q: 33 clusters Score -1.169961e+08 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 12675 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 9182 members 
Mstep: Class 6 contains 10035 members 
Mstep: Class 7 contains 16086 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 41806 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 39023 members 
Mstep: Class 16 contains 40423 members 
Mstep: Class 17 contains 33858 members 
Mstep: Class 18 contains 61391 members 
Mstep: Class 19 contains 68532 members 
Mstep: Class 20 contains 20871 members 
Mstep: Class 21 contains 12503 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 29592 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14345 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81425 members 
Mstep: Class 30 contains 15381 members 
Mstep: Class 31 contains 53080 members 
Mstep: Class 32 contains 49312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116996856.000000 Penalty: 106648.609375
Iteration 53Q: 33 clusters Score -1.169969e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 16081 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 41788 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 39359 members 
Mstep: Class 16 contains 40508 members 
Mstep: Class 17 contains 33992 members 
Mstep: Class 18 contains 61281 members 
Mstep: Class 19 contains 68146 members 
Mstep: Class 20 contains 21101 members 
Mstep: Class 21 contains 12513 members 
Mstep: Class 22 contains 13978 members 
Mstep: Class 23 contains 30026 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14330 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81386 members 
Mstep: Class 30 contains 15250 members 
Mstep: Class 31 contains 53103 members 
Mstep: Class 32 contains 49279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116997648.000000 Penalty: 106648.609375
Iteration 54Q: 33 clusters Score -1.169976e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 16061 members 
Mstep: Class 8 contains 10057 members 
Mstep: Class 9 contains 41772 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 39725 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 17 contains 34109 members 
Mstep: Class 18 contains 61140 members 
Mstep: Class 19 contains 67797 members 
Mstep: Class 20 contains 21308 members 
Mstep: Class 21 contains 12525 members 
Mstep: Class 22 contains 14072 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14318 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81371 members 
Mstep: Class 30 contains 15140 members 
Mstep: Class 31 contains 53116 members 
Mstep: Class 32 contains 49255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116998576.000000 Penalty: 106648.609375
Iteration 55Q: 33 clusters Score -1.169986e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 12688 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 41760 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 40118 members 
Mstep: Class 16 contains 40697 members 
Mstep: Class 17 contains 34192 members 
Mstep: Class 18 contains 60993 members 
Mstep: Class 19 contains 67400 members 
Mstep: Class 20 contains 21506 members 
Mstep: Class 21 contains 12533 members 
Mstep: Class 22 contains 14144 members 
Mstep: Class 23 contains 30904 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14303 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81365 members 
Mstep: Class 30 contains 15061 members 
Mstep: Class 31 contains 53152 members 
Mstep: Class 32 contains 49297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116998880.000000 Penalty: 106648.609375
Iteration 56Q: 33 clusters Score -1.169989e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 12687 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 9319 members 
Mstep: Class 7 contains 16028 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 41746 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 40521 members 
Mstep: Class 16 contains 40809 members 
Mstep: Class 17 contains 34246 members 
Mstep: Class 18 contains 60869 members 
Mstep: Class 19 contains 67000 members 
Mstep: Class 20 contains 21667 members 
Mstep: Class 21 contains 12538 members 
Mstep: Class 22 contains 14215 members 
Mstep: Class 23 contains 31291 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14295 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81332 members 
Mstep: Class 30 contains 15009 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 49383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116999992.000000 Penalty: 106648.609375
Iteration 57Q: 33 clusters Score -1.17e+08 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 15985 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 40950 members 
Mstep: Class 16 contains 40919 members 
Mstep: Class 17 contains 34282 members 
Mstep: Class 18 contains 60737 members 
Mstep: Class 19 contains 66585 members 
Mstep: Class 20 contains 21825 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 14305 members 
Mstep: Class 23 contains 31699 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14293 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81283 members 
Mstep: Class 30 contains 14974 members 
Mstep: Class 31 contains 53199 members 
Mstep: Class 32 contains 49525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117000328.000000 Penalty: 106648.609375
Iteration 58Q: 33 clusters Score -1.170003e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 12676 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 41714 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 41422 members 
Mstep: Class 16 contains 40997 members 
Mstep: Class 17 contains 34319 members 
Mstep: Class 18 contains 60603 members 
Mstep: Class 19 contains 66188 members 
Mstep: Class 20 contains 21947 members 
Mstep: Class 21 contains 12549 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 32096 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14288 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81262 members 
Mstep: Class 30 contains 14940 members 
Mstep: Class 31 contains 53237 members 
Mstep: Class 32 contains 49675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117000840.000000 Penalty: 106648.609375
Iteration 59Q: 33 clusters Score -1.170008e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 12679 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9139 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 15840 members 
Mstep: Class 8 contains 9933 members 
Mstep: Class 9 contains 41706 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 41904 members 
Mstep: Class 16 contains 41110 members 
Mstep: Class 17 contains 34359 members 
Mstep: Class 18 contains 60477 members 
Mstep: Class 19 contains 65819 members 
Mstep: Class 20 contains 22035 members 
Mstep: Class 21 contains 12553 members 
Mstep: Class 22 contains 14463 members 
Mstep: Class 23 contains 32482 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 341 members 
Mstep: Class 27 contains 14278 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81228 members 
Mstep: Class 30 contains 14899 members 
Mstep: Class 31 contains 53251 members 
Mstep: Class 32 contains 49822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117005864.000000 Penalty: 106648.609375
Iteration 60F: 33 clusters Score -1.170059e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 12682 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 15729 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 41702 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 815 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 42420 members 
Mstep: Class 16 contains 41222 members 
Mstep: Class 17 contains 34391 members 
Mstep: Class 18 contains 60304 members 
Mstep: Class 19 contains 65546 members 
Mstep: Class 20 contains 22135 members 
Mstep: Class 21 contains 12567 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 32883 members 
Mstep: Class 24 contains 422 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 14265 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81222 members 
Mstep: Class 30 contains 14874 members 
Mstep: Class 31 contains 53296 members 
Mstep: Class 32 contains 49907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117010512.000000 Penalty: 106648.609375
Iteration 61Q: 33 clusters Score -1.170105e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 12676 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 8896 members 
Mstep: Class 7 contains 15585 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 41648 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 5535 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 42955 members 
Mstep: Class 16 contains 41313 members 
Mstep: Class 17 contains 34410 members 
Mstep: Class 18 contains 60129 members 
Mstep: Class 19 contains 65342 members 
Mstep: Class 20 contains 22408 members 
Mstep: Class 21 contains 12573 members 
Mstep: Class 22 contains 14572 members 
Mstep: Class 23 contains 33250 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 369 members 
Mstep: Class 26 contains 415 members 
Mstep: Class 27 contains 14251 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81149 members 
Mstep: Class 30 contains 14850 members 
Mstep: Class 31 contains 53349 members 
Mstep: Class 32 contains 50002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117011992.000000 Penalty: 106648.609375
Iteration 62Q: 33 clusters Score -1.17012e+08 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 9113 members 
Mstep: Class 6 contains 8632 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 41598 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 43554 members 
Mstep: Class 16 contains 41382 members 
Mstep: Class 17 contains 34435 members 
Mstep: Class 18 contains 59964 members 
Mstep: Class 19 contains 65201 members 
Mstep: Class 20 contains 22739 members 
Mstep: Class 21 contains 12575 members 
Mstep: Class 22 contains 14866 members 
Mstep: Class 23 contains 33549 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 14237 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81108 members 
Mstep: Class 30 contains 14824 members 
Mstep: Class 31 contains 53385 members 
Mstep: Class 32 contains 50079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117013688.000000 Penalty: 106648.609375
Iteration 63Q: 33 clusters Score -1.170137e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 12650 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 8391 members 
Mstep: Class 7 contains 15340 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 9 contains 41550 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 44195 members 
Mstep: Class 16 contains 41477 members 
Mstep: Class 17 contains 34462 members 
Mstep: Class 18 contains 59755 members 
Mstep: Class 19 contains 65175 members 
Mstep: Class 20 contains 23027 members 
Mstep: Class 21 contains 12577 members 
Mstep: Class 22 contains 15142 members 
Mstep: Class 23 contains 33802 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14226 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81128 members 
Mstep: Class 30 contains 14793 members 
Mstep: Class 31 contains 53416 members 
Mstep: Class 32 contains 50060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117014992.000000 Penalty: 106648.609375
Iteration 64Q: 33 clusters Score -1.17015e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 12635 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 8170 members 
Mstep: Class 7 contains 15195 members 
Mstep: Class 8 contains 9003 members 
Mstep: Class 9 contains 41525 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 44914 members 
Mstep: Class 16 contains 41575 members 
Mstep: Class 17 contains 34478 members 
Mstep: Class 18 contains 59532 members 
Mstep: Class 19 contains 65100 members 
Mstep: Class 20 contains 23278 members 
Mstep: Class 21 contains 12582 members 
Mstep: Class 22 contains 15365 members 
Mstep: Class 23 contains 34045 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 371 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14214 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81137 members 
Mstep: Class 30 contains 14772 members 
Mstep: Class 31 contains 53477 members 
Mstep: Class 32 contains 50028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117016128.000000 Penalty: 106648.609375
Iteration 65Q: 33 clusters Score -1.170161e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 41506 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 45692 members 
Mstep: Class 16 contains 41705 members 
Mstep: Class 17 contains 34491 members 
Mstep: Class 18 contains 59340 members 
Mstep: Class 19 contains 65026 members 
Mstep: Class 20 contains 23475 members 
Mstep: Class 21 contains 12587 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 34244 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14208 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81131 members 
Mstep: Class 30 contains 14756 members 
Mstep: Class 31 contains 53488 members 
Mstep: Class 32 contains 49928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117017352.000000 Penalty: 106648.609375
Iteration 66Q: 33 clusters Score -1.170174e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 12617 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 9098 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 14977 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 41493 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 46521 members 
Mstep: Class 16 contains 41814 members 
Mstep: Class 17 contains 34497 members 
Mstep: Class 18 contains 59134 members 
Mstep: Class 19 contains 64940 members 
Mstep: Class 20 contains 23621 members 
Mstep: Class 21 contains 12578 members 
Mstep: Class 22 contains 15703 members 
Mstep: Class 23 contains 34357 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14200 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81140 members 
Mstep: Class 30 contains 14746 members 
Mstep: Class 31 contains 53548 members 
Mstep: Class 32 contains 49828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117018208.000000 Penalty: 106648.609375
Iteration 67Q: 33 clusters Score -1.170182e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 9099 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 14892 members 
Mstep: Class 8 contains 8180 members 
Mstep: Class 9 contains 41470 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 47387 members 
Mstep: Class 16 contains 41943 members 
Mstep: Class 17 contains 34500 members 
Mstep: Class 18 contains 58911 members 
Mstep: Class 19 contains 64838 members 
Mstep: Class 20 contains 23735 members 
Mstep: Class 21 contains 12576 members 
Mstep: Class 22 contains 15839 members 
Mstep: Class 23 contains 34419 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14198 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81153 members 
Mstep: Class 30 contains 14732 members 
Mstep: Class 31 contains 53623 members 
Mstep: Class 32 contains 49691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117019176.000000 Penalty: 106648.609375
Iteration 68Q: 33 clusters Score -1.170192e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 12626 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 6 contains 7682 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 8148 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 48277 members 
Mstep: Class 16 contains 42097 members 
Mstep: Class 17 contains 34507 members 
Mstep: Class 18 contains 58726 members 
Mstep: Class 19 contains 64718 members 
Mstep: Class 20 contains 23823 members 
Mstep: Class 21 contains 12582 members 
Mstep: Class 22 contains 15963 members 
Mstep: Class 23 contains 34419 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14199 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 81166 members 
Mstep: Class 30 contains 14721 members 
Mstep: Class 31 contains 53619 members 
Mstep: Class 32 contains 49537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117019840.000000 Penalty: 106648.609375
Iteration 69Q: 33 clusters Score -1.170198e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 12635 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 8147 members 
Mstep: Class 9 contains 41426 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 819 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 49269 members 
Mstep: Class 16 contains 42253 members 
Mstep: Class 17 contains 34510 members 
Mstep: Class 18 contains 58537 members 
Mstep: Class 19 contains 64480 members 
Mstep: Class 20 contains 23887 members 
Mstep: Class 21 contains 12587 members 
Mstep: Class 22 contains 16076 members 
Mstep: Class 23 contains 34381 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14203 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 81153 members 
Mstep: Class 30 contains 14716 members 
Mstep: Class 31 contains 53641 members 
Mstep: Class 32 contains 49354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117020688.000000 Penalty: 106648.609375
Iteration 70Q: 33 clusters Score -1.170207e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 14640 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 9 contains 41419 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 50380 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 34514 members 
Mstep: Class 18 contains 58310 members 
Mstep: Class 19 contains 64116 members 
Mstep: Class 20 contains 23928 members 
Mstep: Class 21 contains 12586 members 
Mstep: Class 22 contains 16159 members 
Mstep: Class 23 contains 34323 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14197 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 81111 members 
Mstep: Class 30 contains 14710 members 
Mstep: Class 31 contains 53726 members 
Mstep: Class 32 contains 49132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117021384.000000 Penalty: 106648.609375
Iteration 71Q: 33 clusters Score -1.170214e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 12635 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 9084 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 14572 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 41410 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 51484 members 
Mstep: Class 16 contains 42573 members 
Mstep: Class 17 contains 34517 members 
Mstep: Class 18 contains 58100 members 
Mstep: Class 19 contains 63827 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 12590 members 
Mstep: Class 22 contains 16225 members 
Mstep: Class 23 contains 34216 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14198 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 81077 members 
Mstep: Class 30 contains 14700 members 
Mstep: Class 31 contains 53800 members 
Mstep: Class 32 contains 48819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117022240.000000 Penalty: 106648.609375
Iteration 72Q: 33 clusters Score -1.170222e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 6 contains 7546 members 
Mstep: Class 7 contains 14490 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 41402 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 52656 members 
Mstep: Class 16 contains 42706 members 
Mstep: Class 17 contains 34520 members 
Mstep: Class 18 contains 57885 members 
Mstep: Class 19 contains 63486 members 
Mstep: Class 20 contains 23970 members 
Mstep: Class 21 contains 12588 members 
Mstep: Class 22 contains 16318 members 
Mstep: Class 23 contains 34029 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14190 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81052 members 
Mstep: Class 30 contains 14689 members 
Mstep: Class 31 contains 53890 members 
Mstep: Class 32 contains 48500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117022680.000000 Penalty: 106648.609375
Iteration 73Q: 33 clusters Score -1.170227e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 9083 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 14421 members 
Mstep: Class 8 contains 8235 members 
Mstep: Class 9 contains 41391 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 53810 members 
Mstep: Class 16 contains 42849 members 
Mstep: Class 17 contains 34525 members 
Mstep: Class 18 contains 57654 members 
Mstep: Class 19 contains 63102 members 
Mstep: Class 20 contains 23983 members 
Mstep: Class 21 contains 12580 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 33830 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14191 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81033 members 
Mstep: Class 30 contains 14685 members 
Mstep: Class 31 contains 53980 members 
Mstep: Class 32 contains 48194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 33 clusters Score -1.17023e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 12632 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 9084 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 14374 members 
Mstep: Class 8 contains 8255 members 
Mstep: Class 9 contains 41384 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 54987 members 
Mstep: Class 16 contains 42991 members 
Mstep: Class 17 contains 34530 members 
Mstep: Class 18 contains 57419 members 
Mstep: Class 19 contains 62798 members 
Mstep: Class 20 contains 23993 members 
Mstep: Class 21 contains 12560 members 
Mstep: Class 22 contains 16481 members 
Mstep: Class 23 contains 33610 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14188 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80983 members 
Mstep: Class 30 contains 14679 members 
Mstep: Class 31 contains 54107 members 
Mstep: Class 32 contains 47769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 33 clusters Score -1.170239e+08 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 12626 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 9083 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 8280 members 
Mstep: Class 9 contains 41375 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 56220 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 57226 members 
Mstep: Class 19 contains 62498 members 
Mstep: Class 20 contains 23998 members 
Mstep: Class 21 contains 12545 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 33375 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14183 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80962 members 
Mstep: Class 30 contains 14674 members 
Mstep: Class 31 contains 54157 members 
Mstep: Class 32 contains 47267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117024360.000000 Penalty: 106648.609375
Iteration 76Q: 33 clusters Score -1.170244e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 12624 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 9086 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 14250 members 
Mstep: Class 8 contains 8305 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 57417 members 
Mstep: Class 16 contains 43276 members 
Mstep: Class 17 contains 34534 members 
Mstep: Class 18 contains 56996 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 24003 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 16609 members 
Mstep: Class 23 contains 33111 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14173 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80959 members 
Mstep: Class 30 contains 14673 members 
Mstep: Class 31 contains 54247 members 
Mstep: Class 32 contains 46735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117025240.000000 Penalty: 106648.609375
Iteration 77Q: 33 clusters Score -1.170252e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 9086 members 
Mstep: Class 6 contains 7515 members 
Mstep: Class 7 contains 14214 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 41336 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 58608 members 
Mstep: Class 16 contains 43396 members 
Mstep: Class 17 contains 34537 members 
Mstep: Class 18 contains 56727 members 
Mstep: Class 19 contains 61925 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 12544 members 
Mstep: Class 22 contains 16674 members 
Mstep: Class 23 contains 32821 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14165 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80952 members 
Mstep: Class 30 contains 14676 members 
Mstep: Class 31 contains 54388 members 
Mstep: Class 32 contains 46213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117025800.000000 Penalty: 106648.609375
Iteration 78Q: 33 clusters Score -1.170258e+08 nChanged 3037
Entering ConstructFrom: 
Score: -117025800.000000 Penalty: 106648.609375
Entering ConstructFrom: 
Trying to split cluster 1 (23268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Entering Unmasked Estep 
Score: -3820878.750000 Penalty: 2493.598877
	Iteration 0F: 2 clusters Score -3820879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3804758.250000 Penalty: 4987.197754
	Iteration 0F: 3 clusters Score -3804758 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3812476.500000 Penalty: 4987.197754
	Iteration 1F: 3 clusters Score -3812476 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3815586.250000 Penalty: 4987.197754
	Iteration 2F: 3 clusters Score -3815586 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3818253.000000 Penalty: 4987.197754
	Iteration 3F: 3 clusters Score -3818253 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3819836.250000 Penalty: 4987.197754
	Iteration 4F: 3 clusters Score -3819836 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3820740.250000 Penalty: 4987.197754
	Iteration 5F: 3 clusters Score -3820740 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3821325.250000 Penalty: 4987.197754
	Iteration 6Q: 3 clusters Score -3821325 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3821859.250000 Penalty: 4987.197754
	Iteration 7Q: 3 clusters Score -3821859 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3822505.750000 Penalty: 4987.197754
	Iteration 8Q: 3 clusters Score -3822506 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3823149.500000 Penalty: 4987.197754
	Iteration 9Q: 3 clusters Score -3823150 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3823631.750000 Penalty: 4987.197754
	Iteration 10Q: 3 clusters Score -3823632 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3823935.750000 Penalty: 4987.197754
	Iteration 11Q: 3 clusters Score -3823936 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3824147.250000 Penalty: 4987.197754
	Iteration 12Q: 3 clusters Score -3824147 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3824322.750000 Penalty: 4987.197754
	Iteration 13Q: 3 clusters Score -3824323 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3824443.750000 Penalty: 4987.197754
	Iteration 14Q: 3 clusters Score -3824444 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3824593.500000 Penalty: 4987.197754
	Iteration 15Q: 3 clusters Score -3824594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3824710.250000 Penalty: 4987.197754
	Iteration 16Q: 3 clusters Score -3824710 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3824837.500000 Penalty: 4987.197754
	Iteration 17Q: 3 clusters Score -3824838 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3824947.750000 Penalty: 4987.197754
	Iteration 18Q: 3 clusters Score -3824948 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3825021.750000 Penalty: 4987.197754
	Iteration 19Q: 3 clusters Score -3825022 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3825104.250000 Penalty: 4987.197754
	Iteration 20F: 3 clusters Score -3825104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3825179.000000 Penalty: 4987.197754
	Iteration 21Q: 3 clusters Score -3825179 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3825242.750000 Penalty: 4987.197754
	Iteration 22Q: 3 clusters Score -3825243 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3825323.500000 Penalty: 4987.197754
	Iteration 23Q: 3 clusters Score -3825324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3825395.500000 Penalty: 4987.197754
	Iteration 24Q: 3 clusters Score -3825396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3825500.250000 Penalty: 4987.197754
	Iteration 25Q: 3 clusters Score -3825500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3825654.750000 Penalty: 4987.197754
	Iteration 26Q: 3 clusters Score -3825655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3825943.000000 Penalty: 4987.197754
	Iteration 27Q: 3 clusters Score -3825943 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3826178.250000 Penalty: 4987.197754
	Iteration 28Q: 3 clusters Score -3826178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3826272.750000 Penalty: 4987.197754
	Iteration 29Q: 3 clusters Score -3826273 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3826304.750000 Penalty: 4987.197754
	Iteration 30Q: 3 clusters Score -3826305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3826318.750000 Penalty: 4987.197754
	Iteration 31Q: 3 clusters Score -3826319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3826338.500000 Penalty: 4987.197754
	Iteration 32Q: 3 clusters Score -3826338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3826337.000000 Penalty: 4987.197754
	Iteration 33Q: 3 clusters Score -3826337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3826359.000000 Penalty: 4987.197754
	Iteration 34Q: 3 clusters Score -3826359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3826361.250000 Penalty: 4987.197754
	Iteration 35Q: 3 clusters Score -3826361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3826362.250000 Penalty: 4987.197754
	Iteration 36Q: 3 clusters Score -3826362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3826362.750000 Penalty: 4987.197754
	Iteration 37Q: 3 clusters Score -3826363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3826364.500000 Penalty: 4987.197754
	Iteration 38Q: 3 clusters Score -3826364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3826364.500000 Penalty: 4987.197754
	Iteration 39Q: 3 clusters Score -3826364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3826367.000000 Penalty: 4987.197754
	Iteration 40F: 3 clusters Score -3826367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3826370.750000 Penalty: 4987.197754
	Iteration 41Q: 3 clusters Score -3826371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3826367.250000 Penalty: 4987.197754
	Iteration 42Q: 3 clusters Score -3826367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3826360.500000 Penalty: 4987.197754
	Iteration 43Q: 3 clusters Score -3826360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3826373.750000 Penalty: 4987.197754
	Iteration 44Q: 3 clusters Score -3826374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3826368.500000 Penalty: 4987.197754
	Iteration 45Q: 3 clusters Score -3826368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3826369.500000 Penalty: 4987.197754
	Iteration 46Q: 3 clusters Score -3826370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3826366.000000 Penalty: 4987.197754
	Iteration 47Q: 3 clusters Score -3826366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3826370.250000 Penalty: 4987.197754
	Iteration 48Q: 3 clusters Score -3826370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3826366.750000 Penalty: 4987.197754
	Iteration 49Q: 3 clusters Score -3826367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3826363.500000 Penalty: 4987.197754
	Iteration 50Q: 3 clusters Score -3826364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3826363.500000 Penalty: 4987.197754
	Iteration 51F: 3 clusters Score -3826364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12622 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 9082 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Entering Unmasked Estep 
Score: -117030352.000000 Penalty: 109981.382812
Splitting cluster 1 changes total score from -117025800.000000 to -117030352.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (12622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Entering Unmasked Estep 
Score: -2147280.500000 Penalty: 2341.912598
	Iteration 0F: 2 clusters Score -2147280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2137927.750000 Penalty: 4683.825195
	Iteration 0F: 3 clusters Score -2137928 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2141117.000000 Penalty: 4683.825195
	Iteration 1F: 3 clusters Score -2141117 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2142064.000000 Penalty: 4683.825195
	Iteration 2F: 3 clusters Score -2142064 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2143368.000000 Penalty: 4683.825195
	Iteration 3F: 3 clusters Score -2143368 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2144609.000000 Penalty: 4683.825195
	Iteration 4F: 3 clusters Score -2144609 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2145730.500000 Penalty: 4683.825195
	Iteration 5F: 3 clusters Score -2145730 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2146516.750000 Penalty: 4683.825195
	Iteration 6F: 3 clusters Score -2146517 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2146970.000000 Penalty: 4683.825195
	Iteration 7F: 3 clusters Score -2146970 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2147218.250000 Penalty: 4683.825195
	Iteration 8Q: 3 clusters Score -2147218 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2147359.000000 Penalty: 4683.825195
	Iteration 9Q: 3 clusters Score -2147359 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2147465.750000 Penalty: 4683.825195
	Iteration 10Q: 3 clusters Score -2147466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2147535.500000 Penalty: 4683.825195
	Iteration 11Q: 3 clusters Score -2147536 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2147594.000000 Penalty: 4683.825195
	Iteration 12Q: 3 clusters Score -2147594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2147638.750000 Penalty: 4683.825195
	Iteration 13Q: 3 clusters Score -2147639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2147706.000000 Penalty: 4683.825195
	Iteration 14Q: 3 clusters Score -2147706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2147761.750000 Penalty: 4683.825195
	Iteration 15Q: 3 clusters Score -2147762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2147856.500000 Penalty: 4683.825195
	Iteration 16Q: 3 clusters Score -2147856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2147963.250000 Penalty: 4683.825195
	Iteration 17Q: 3 clusters Score -2147963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2148071.750000 Penalty: 4683.825195
	Iteration 18Q: 3 clusters Score -2148072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2148180.000000 Penalty: 4683.825195
	Iteration 19Q: 3 clusters Score -2148180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2148318.000000 Penalty: 4683.825195
	Iteration 20F: 3 clusters Score -2148318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2148446.000000 Penalty: 4683.825195
	Iteration 21Q: 3 clusters Score -2148446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2148567.000000 Penalty: 4683.825195
	Iteration 22Q: 3 clusters Score -2148567 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2148673.250000 Penalty: 4683.825195
	Iteration 23Q: 3 clusters Score -2148673 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2148739.250000 Penalty: 4683.825195
	Iteration 24Q: 3 clusters Score -2148739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2148800.750000 Penalty: 4683.825195
	Iteration 25Q: 3 clusters Score -2148801 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2148850.750000 Penalty: 4683.825195
	Iteration 26Q: 3 clusters Score -2148851 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2148901.250000 Penalty: 4683.825195
	Iteration 27Q: 3 clusters Score -2148901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2148947.000000 Penalty: 4683.825195
	Iteration 28Q: 3 clusters Score -2148947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2148991.750000 Penalty: 4683.825195
	Iteration 29Q: 3 clusters Score -2148992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2149043.250000 Penalty: 4683.825195
	Iteration 30Q: 3 clusters Score -2149043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2149077.250000 Penalty: 4683.825195
	Iteration 31Q: 3 clusters Score -2149077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2149114.750000 Penalty: 4683.825195
	Iteration 32Q: 3 clusters Score -2149115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2149161.250000 Penalty: 4683.825195
	Iteration 33Q: 3 clusters Score -2149161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2149201.750000 Penalty: 4683.825195
	Iteration 34Q: 3 clusters Score -2149202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2149237.000000 Penalty: 4683.825195
	Iteration 35Q: 3 clusters Score -2149237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2149272.750000 Penalty: 4683.825195
	Iteration 36Q: 3 clusters Score -2149273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2149317.250000 Penalty: 4683.825195
	Iteration 37Q: 3 clusters Score -2149317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2149362.500000 Penalty: 4683.825195
	Iteration 38Q: 3 clusters Score -2149362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2149405.500000 Penalty: 4683.825195
	Iteration 39Q: 3 clusters Score -2149406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2149439.500000 Penalty: 4683.825195
	Iteration 40F: 3 clusters Score -2149440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2149474.000000 Penalty: 4683.825195
	Iteration 41Q: 3 clusters Score -2149474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2149528.250000 Penalty: 4683.825195
	Iteration 42Q: 3 clusters Score -2149528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2149578.500000 Penalty: 4683.825195
	Iteration 43Q: 3 clusters Score -2149578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2149639.750000 Penalty: 4683.825195
	Iteration 44Q: 3 clusters Score -2149640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2149697.250000 Penalty: 4683.825195
	Iteration 45Q: 3 clusters Score -2149697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2149769.500000 Penalty: 4683.825195
	Iteration 46Q: 3 clusters Score -2149770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2149841.500000 Penalty: 4683.825195
	Iteration 47Q: 3 clusters Score -2149842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2149914.500000 Penalty: 4683.825195
	Iteration 48Q: 3 clusters Score -2149914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2149981.750000 Penalty: 4683.825195
	Iteration 49Q: 3 clusters Score -2149982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2150041.500000 Penalty: 4683.825195
	Iteration 50Q: 3 clusters Score -2150042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2150110.500000 Penalty: 4683.825195
	Iteration 51Q: 3 clusters Score -2150110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2150161.500000 Penalty: 4683.825195
	Iteration 52Q: 3 clusters Score -2150162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2150200.750000 Penalty: 4683.825195
	Iteration 53Q: 3 clusters Score -2150201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2150239.250000 Penalty: 4683.825195
	Iteration 54Q: 3 clusters Score -2150239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2150272.000000 Penalty: 4683.825195
	Iteration 55Q: 3 clusters Score -2150272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2150288.250000 Penalty: 4683.825195
	Iteration 56Q: 3 clusters Score -2150288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2150302.500000 Penalty: 4683.825195
	Iteration 57Q: 3 clusters Score -2150302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2150314.000000 Penalty: 4683.825195
	Iteration 58Q: 3 clusters Score -2150314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2150319.500000 Penalty: 4683.825195
	Iteration 59Q: 3 clusters Score -2150320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2150319.250000 Penalty: 4683.825195
	Iteration 60F: 3 clusters Score -2150319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2150328.250000 Penalty: 4683.825195
	Iteration 61Q: 3 clusters Score -2150328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2150331.250000 Penalty: 4683.825195
	Iteration 62Q: 3 clusters Score -2150331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2150332.750000 Penalty: 4683.825195
	Iteration 63Q: 3 clusters Score -2150333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2150333.750000 Penalty: 4683.825195
	Iteration 64Q: 3 clusters Score -2150334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2150335.000000 Penalty: 4683.825195
	Iteration 65Q: 3 clusters Score -2150335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2150338.000000 Penalty: 4683.825195
	Iteration 66Q: 3 clusters Score -2150338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2150337.250000 Penalty: 4683.825195
	Iteration 67Q: 3 clusters Score -2150337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2150333.750000 Penalty: 4683.825195
	Iteration 68Q: 3 clusters Score -2150334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2150333.750000 Penalty: 4683.825195
	Iteration 69F: 3 clusters Score -2150334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 9082 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Entering Unmasked Estep 
Score: -117032656.000000 Penalty: 113314.148438
Splitting cluster 2 changes total score from -117025800.000000 to -117032656.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -683851.562500 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -683851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -679915.437500 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -679915.4 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -681638.562500 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -681638.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -682723.437500 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -682723.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -683896.062500 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -683896.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -684480.937500 Penalty: 4136.273926
	Iteration 4F: 3 clusters Score -684480.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -684781.562500 Penalty: 4136.273926
	Iteration 5F: 3 clusters Score -684781.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -684951.125000 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -684951.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -685074.250000 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -685074.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -685146.062500 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -685146.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -685175.375000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -685175.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -685204.750000 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -685204.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -685225.062500 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -685225.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -685240.250000 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -685240.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -685247.000000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -685247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -685252.750000 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -685252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -685257.312500 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -685257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -685258.812500 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -685258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -685260.187500 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -685260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -685261.125000 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -685261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -685263.687500 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -685263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -685266.625000 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -685266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -685268.875000 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -685268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -685270.625000 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -685270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -685272.312500 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -685272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -685273.687500 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -685273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -685273.187500 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -685273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -685276.500000 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -685276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -685277.062500 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -685277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -685278.062500 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -685278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -685277.687500 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -685277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -685278.812500 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -685278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -685278.937500 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -685278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -685281.687500 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -685281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -685284.062500 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -685284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -685288.312500 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -685288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -685288.000000 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -685288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -685288.000000 Penalty: 4136.273926
	Iteration 36F: 3 clusters Score -685288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 9082 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Entering Unmasked Estep 
Score: -117033088.000000 Penalty: 116646.921875
Splitting cluster 3 changes total score from -117025800.000000 to -117033088.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 4 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -333490.312500 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -333490.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330840.531250 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -330840.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -331612.875000 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -331612.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -332140.718750 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -332140.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -332676.062500 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -332676.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -333008.062500 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -333008.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -333230.312500 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -333230.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -333382.937500 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -333382.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -333448.562500 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -333448.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -333476.687500 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -333476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -333488.750000 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -333488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -333499.125000 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -333499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -333506.531250 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -333506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -333516.250000 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -333516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -333520.281250 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -333520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -333527.906250 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -333527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -333536.875000 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -333536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -333546.156250 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -333546.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -333554.937500 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -333554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -333557.906250 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -333557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -333559.343750 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -333559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -333559.343750 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -333559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 9082 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Entering Unmasked Estep 
Score: -117031504.000000 Penalty: 119979.687500
Splitting cluster 4 changes total score from -117025800.000000 to -117031504.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (9082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Entering Unmasked Estep 
Score: -1572998.750000 Penalty: 2260.284424
	Iteration 0F: 2 clusters Score -1572999 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 4540 members 
Entering Unmasked Estep 
Score: -1565962.125000 Penalty: 4520.568848
	Iteration 0F: 3 clusters Score -1565962 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1568014.375000 Penalty: 4520.568848
	Iteration 1F: 3 clusters Score -1568014 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1568443.000000 Penalty: 4520.568848
	Iteration 2F: 3 clusters Score -1568443 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1568921.125000 Penalty: 4520.568848
	Iteration 3F: 3 clusters Score -1568921 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1569667.000000 Penalty: 4520.568848
	Iteration 4F: 3 clusters Score -1569667 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1571108.375000 Penalty: 4520.568848
	Iteration 5F: 3 clusters Score -1571108 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1574048.125000 Penalty: 4520.568848
	Iteration 6F: 3 clusters Score -1574048 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1578393.875000 Penalty: 4520.568848
	Iteration 7F: 3 clusters Score -1578394 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1580003.375000 Penalty: 4520.568848
	Iteration 8F: 3 clusters Score -1580003 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1580543.000000 Penalty: 4520.568848
	Iteration 9Q: 3 clusters Score -1580543 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1580770.125000 Penalty: 4520.568848
	Iteration 10Q: 3 clusters Score -1580770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1580911.625000 Penalty: 4520.568848
	Iteration 11Q: 3 clusters Score -1580912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1581014.750000 Penalty: 4520.568848
	Iteration 12Q: 3 clusters Score -1581015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1581118.625000 Penalty: 4520.568848
	Iteration 13Q: 3 clusters Score -1581119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1581182.500000 Penalty: 4520.568848
	Iteration 14Q: 3 clusters Score -1581182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1581224.500000 Penalty: 4520.568848
	Iteration 15Q: 3 clusters Score -1581224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1581269.750000 Penalty: 4520.568848
	Iteration 16Q: 3 clusters Score -1581270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1581318.500000 Penalty: 4520.568848
	Iteration 17Q: 3 clusters Score -1581318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1581359.625000 Penalty: 4520.568848
	Iteration 18Q: 3 clusters Score -1581360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1581396.250000 Penalty: 4520.568848
	Iteration 19Q: 3 clusters Score -1581396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1581437.750000 Penalty: 4520.568848
	Iteration 20F: 3 clusters Score -1581438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1581499.000000 Penalty: 4520.568848
	Iteration 21Q: 3 clusters Score -1581499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1581559.750000 Penalty: 4520.568848
	Iteration 22Q: 3 clusters Score -1581560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1581613.125000 Penalty: 4520.568848
	Iteration 23Q: 3 clusters Score -1581613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1581708.750000 Penalty: 4520.568848
	Iteration 24Q: 3 clusters Score -1581709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1581864.875000 Penalty: 4520.568848
	Iteration 25Q: 3 clusters Score -1581865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1582244.125000 Penalty: 4520.568848
	Iteration 26Q: 3 clusters Score -1582244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1582774.000000 Penalty: 4520.568848
	Iteration 27Q: 3 clusters Score -1582774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1583040.750000 Penalty: 4520.568848
	Iteration 28Q: 3 clusters Score -1583041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1583130.000000 Penalty: 4520.568848
	Iteration 29Q: 3 clusters Score -1583130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1583132.375000 Penalty: 4520.568848
	Iteration 30Q: 3 clusters Score -1583132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1583132.375000 Penalty: 4520.568848
	Iteration 31F: 3 clusters Score -1583132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Entering Unmasked Estep 
Score: -117040360.000000 Penalty: 123312.460938
Splitting cluster 5 changes total score from -117025800.000000 to -117040360.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1190562.625000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1190563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1184582.000000 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1184582 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1187638.000000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1187638 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1189608.625000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1189609 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1190889.250000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1190889 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1191453.000000 Penalty: 4426.497559
	Iteration 4F: 3 clusters Score -1191453 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1191784.250000 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -1191784 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1191979.625000 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -1191980 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1192079.500000 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1192080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1192155.375000 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1192155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1192207.375000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1192207 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1192235.250000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1192235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1192254.375000 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1192254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1192264.750000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1192265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1192269.375000 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1192269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1192273.375000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1192273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1192274.250000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1192274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1192280.250000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1192280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1192288.125000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1192288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1192289.375000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1192289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1192289.875000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1192290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1192289.250000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1192289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1192287.875000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1192288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1192287.875000 Penalty: 4426.497559
	Iteration 22F: 3 clusters Score -1192288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Entering Unmasked Estep 
Score: -117040960.000000 Penalty: 126645.226562
Splitting cluster 6 changes total score from -117025800.000000 to -117040960.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (14189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Entering Unmasked Estep 
Score: -2423889.250000 Penalty: 2370.935303
	Iteration 0F: 2 clusters Score -2423889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2413653.500000 Penalty: 4741.870605
	Iteration 0F: 3 clusters Score -2413654 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2417175.500000 Penalty: 4741.870605
	Iteration 1F: 3 clusters Score -2417176 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2417946.000000 Penalty: 4741.870605
	Iteration 2F: 3 clusters Score -2417946 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2419225.500000 Penalty: 4741.870605
	Iteration 3F: 3 clusters Score -2419226 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2421354.000000 Penalty: 4741.870605
	Iteration 4F: 3 clusters Score -2421354 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2423586.500000 Penalty: 4741.870605
	Iteration 5F: 3 clusters Score -2423586 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2424762.750000 Penalty: 4741.870605
	Iteration 6F: 3 clusters Score -2424763 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2425224.500000 Penalty: 4741.870605
	Iteration 7Q: 3 clusters Score -2425224 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2425411.250000 Penalty: 4741.870605
	Iteration 8Q: 3 clusters Score -2425411 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2425470.750000 Penalty: 4741.870605
	Iteration 9Q: 3 clusters Score -2425471 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2425503.750000 Penalty: 4741.870605
	Iteration 10Q: 3 clusters Score -2425504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2425520.000000 Penalty: 4741.870605
	Iteration 11Q: 3 clusters Score -2425520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2425531.250000 Penalty: 4741.870605
	Iteration 12Q: 3 clusters Score -2425531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2425530.750000 Penalty: 4741.870605
	Iteration 13Q: 3 clusters Score -2425531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2425531.750000 Penalty: 4741.870605
	Iteration 14Q: 3 clusters Score -2425532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2425536.000000 Penalty: 4741.870605
	Iteration 15Q: 3 clusters Score -2425536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2425539.500000 Penalty: 4741.870605
	Iteration 16Q: 3 clusters Score -2425540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2425537.750000 Penalty: 4741.870605
	Iteration 17Q: 3 clusters Score -2425538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2425541.000000 Penalty: 4741.870605
	Iteration 18Q: 3 clusters Score -2425541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2425547.500000 Penalty: 4741.870605
	Iteration 19Q: 3 clusters Score -2425548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2425550.250000 Penalty: 4741.870605
	Iteration 20F: 3 clusters Score -2425550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2425551.250000 Penalty: 4741.870605
	Iteration 21Q: 3 clusters Score -2425551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2425550.250000 Penalty: 4741.870605
	Iteration 22Q: 3 clusters Score -2425550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2425550.500000 Penalty: 4741.870605
	Iteration 23Q: 3 clusters Score -2425550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2425549.500000 Penalty: 4741.870605
	Iteration 24Q: 3 clusters Score -2425550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2425545.250000 Penalty: 4741.870605
	Iteration 25Q: 3 clusters Score -2425545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2425547.000000 Penalty: 4741.870605
	Iteration 26Q: 3 clusters Score -2425547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2425547.000000 Penalty: 4741.870605
	Iteration 27F: 3 clusters Score -2425547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Entering Unmasked Estep 
Score: -117041592.000000 Penalty: 129978.000000
Splitting cluster 7 changes total score from -117025800.000000 to -117041592.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -1391063.875000 Penalty: 2239.027832
	Iteration 0F: 2 clusters Score -1391064 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 4158 members 
Entering Unmasked Estep 
Score: -1384440.500000 Penalty: 4478.055664
	Iteration 0F: 3 clusters Score -1384440 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1387140.875000 Penalty: 4478.055664
	Iteration 1F: 3 clusters Score -1387141 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1389221.750000 Penalty: 4478.055664
	Iteration 2F: 3 clusters Score -1389222 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1391728.375000 Penalty: 4478.055664
	Iteration 3F: 3 clusters Score -1391728 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1392933.375000 Penalty: 4478.055664
	Iteration 4F: 3 clusters Score -1392933 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1393237.000000 Penalty: 4478.055664
	Iteration 5Q: 3 clusters Score -1393237 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1393344.250000 Penalty: 4478.055664
	Iteration 6Q: 3 clusters Score -1393344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1393403.625000 Penalty: 4478.055664
	Iteration 7Q: 3 clusters Score -1393404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1393440.125000 Penalty: 4478.055664
	Iteration 8Q: 3 clusters Score -1393440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1393454.750000 Penalty: 4478.055664
	Iteration 9Q: 3 clusters Score -1393455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1393468.125000 Penalty: 4478.055664
	Iteration 10Q: 3 clusters Score -1393468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1393473.750000 Penalty: 4478.055664
	Iteration 11Q: 3 clusters Score -1393474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1393478.375000 Penalty: 4478.055664
	Iteration 12Q: 3 clusters Score -1393478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1393480.125000 Penalty: 4478.055664
	Iteration 13Q: 3 clusters Score -1393480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1393481.250000 Penalty: 4478.055664
	Iteration 14Q: 3 clusters Score -1393481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1393483.125000 Penalty: 4478.055664
	Iteration 15Q: 3 clusters Score -1393483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1393483.500000 Penalty: 4478.055664
	Iteration 16Q: 3 clusters Score -1393484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1393482.000000 Penalty: 4478.055664
	Iteration 17Q: 3 clusters Score -1393482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1393482.500000 Penalty: 4478.055664
	Iteration 18Q: 3 clusters Score -1393482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1393480.875000 Penalty: 4478.055664
	Iteration 19Q: 3 clusters Score -1393481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1393484.625000 Penalty: 4478.055664
	Iteration 20F: 3 clusters Score -1393485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1393484.625000 Penalty: 4478.055664
	Iteration 21Q: 3 clusters Score -1393485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1393484.625000 Penalty: 4478.055664
	Iteration 22F: 3 clusters Score -1393485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Entering Unmasked Estep 
Score: -117042392.000000 Penalty: 133310.765625
Splitting cluster 8 changes total score from -117025800.000000 to -117042392.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (41323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Entering Unmasked Estep 
Score: -7314662.000000 Penalty: 2636.035156
	Iteration 0F: 2 clusters Score -7314662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -7289162.000000 Penalty: 5272.070312
	Iteration 0F: 3 clusters Score -7289162 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7300352.000000 Penalty: 5272.070312
	Iteration 1F: 3 clusters Score -7300352 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7303331.000000 Penalty: 5272.070312
	Iteration 2F: 3 clusters Score -7303331 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7310207.000000 Penalty: 5272.070312
	Iteration 3F: 3 clusters Score -7310207 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -7318485.500000 Penalty: 5272.070312
	Iteration 4F: 3 clusters Score -7318486 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -7322749.000000 Penalty: 5272.070312
	Iteration 5F: 3 clusters Score -7322749 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -7324103.000000 Penalty: 5272.070312
	Iteration 6F: 3 clusters Score -7324103 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -7324555.500000 Penalty: 5272.070312
	Iteration 7Q: 3 clusters Score -7324556 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -7324703.000000 Penalty: 5272.070312
	Iteration 8Q: 3 clusters Score -7324703 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -7324826.000000 Penalty: 5272.070312
	Iteration 9Q: 3 clusters Score -7324826 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -7324884.000000 Penalty: 5272.070312
	Iteration 10Q: 3 clusters Score -7324884 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7324953.000000 Penalty: 5272.070312
	Iteration 11Q: 3 clusters Score -7324953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -7324959.000000 Penalty: 5272.070312
	Iteration 12Q: 3 clusters Score -7324959 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -7324975.500000 Penalty: 5272.070312
	Iteration 13Q: 3 clusters Score -7324976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -7324998.000000 Penalty: 5272.070312
	Iteration 14Q: 3 clusters Score -7324998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -7325002.500000 Penalty: 5272.070312
	Iteration 15Q: 3 clusters Score -7325002 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -7325024.500000 Penalty: 5272.070312
	Iteration 16Q: 3 clusters Score -7325024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -7325008.000000 Penalty: 5272.070312
	Iteration 17Q: 3 clusters Score -7325008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -7325017.500000 Penalty: 5272.070312
	Iteration 18Q: 3 clusters Score -7325018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -7325030.000000 Penalty: 5272.070312
	Iteration 19Q: 3 clusters Score -7325030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -7325042.500000 Penalty: 5272.070312
	Iteration 20F: 3 clusters Score -7325042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -7325024.500000 Penalty: 5272.070312
	Iteration 21Q: 3 clusters Score -7325024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -7325038.500000 Penalty: 5272.070312
	Iteration 22Q: 3 clusters Score -7325038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -7325022.500000 Penalty: 5272.070312
	Iteration 23Q: 3 clusters Score -7325022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -7325025.000000 Penalty: 5272.070312
	Iteration 24Q: 3 clusters Score -7325025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -7325021.500000 Penalty: 5272.070312
	Iteration 25Q: 3 clusters Score -7325022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -7325015.500000 Penalty: 5272.070312
	Iteration 26Q: 3 clusters Score -7325016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -7325029.500000 Penalty: 5272.070312
	Iteration 27Q: 3 clusters Score -7325030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -7325022.500000 Penalty: 5272.070312
	Iteration 28Q: 3 clusters Score -7325022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -7325036.500000 Penalty: 5272.070312
	Iteration 29Q: 3 clusters Score -7325036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -7325034.500000 Penalty: 5272.070312
	Iteration 30Q: 3 clusters Score -7325034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -7325032.500000 Penalty: 5272.070312
	Iteration 31Q: 3 clusters Score -7325032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -7325037.500000 Penalty: 5272.070312
	Iteration 32Q: 3 clusters Score -7325038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -7325030.000000 Penalty: 5272.070312
	Iteration 33Q: 3 clusters Score -7325030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -7325039.000000 Penalty: 5272.070312
	Iteration 34Q: 3 clusters Score -7325039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7325038.500000 Penalty: 5272.070312
	Iteration 35Q: 3 clusters Score -7325038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -7325044.500000 Penalty: 5272.070312
	Iteration 36Q: 3 clusters Score -7325044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -7325038.000000 Penalty: 5272.070312
	Iteration 37Q: 3 clusters Score -7325038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -7325035.500000 Penalty: 5272.070312
	Iteration 38Q: 3 clusters Score -7325036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7325035.000000 Penalty: 5272.070312
	Iteration 39Q: 3 clusters Score -7325035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -7325028.500000 Penalty: 5272.070312
	Iteration 40F: 3 clusters Score -7325028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -7325036.000000 Penalty: 5272.070312
	Iteration 41Q: 3 clusters Score -7325036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -7325030.000000 Penalty: 5272.070312
	Iteration 42Q: 3 clusters Score -7325030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -7325023.500000 Penalty: 5272.070312
	Iteration 43Q: 3 clusters Score -7325024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -7325025.500000 Penalty: 5272.070312
	Iteration 44Q: 3 clusters Score -7325026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -7325024.000000 Penalty: 5272.070312
	Iteration 45Q: 3 clusters Score -7325024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -7325015.000000 Penalty: 5272.070312
	Iteration 46Q: 3 clusters Score -7325015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -7325020.000000 Penalty: 5272.070312
	Iteration 47Q: 3 clusters Score -7325020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -7325017.500000 Penalty: 5272.070312
	Iteration 48Q: 3 clusters Score -7325018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -7325017.500000 Penalty: 5272.070312
	Iteration 49F: 3 clusters Score -7325018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Entering Unmasked Estep 
Score: -117053632.000000 Penalty: 136643.531250
Splitting cluster 9 changes total score from -117025800.000000 to -117053632.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -82730.109375 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -82730.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81453.523438 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -81453.52 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82278.898438 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -82278.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82786.210938 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -82786.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83158.242188 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -83158.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83263.515625 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -83263.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83314.726562 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -83314.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83339.101562 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -83339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83378.343750 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -83378.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83404.773438 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -83404.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83428.492188 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -83428.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83430.234375 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -83430.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83437.312500 Penalty: 3171.221191
	Iteration 11F: 3 clusters Score -83437.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83469.687500 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -83469.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83472.054688 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -83472.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83474.750000 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -83474.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83474.750000 Penalty: 3171.221191
	Iteration 15F: 3 clusters Score -83474.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Entering Unmasked Estep 
Score: -117052720.000000 Penalty: 139976.296875
Splitting cluster 10 changes total score from -117025800.000000 to -117052720.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -140541.921875 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -140541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138747.953125 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -138748 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139252.640625 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -139252.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139599.531250 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -139599.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139881.078125 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -139881.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140058.734375 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -140058.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -140191.359375 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -140191.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140256.015625 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -140256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140273.031250 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -140273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -140279.515625 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -140279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140283.843750 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -140283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140290.218750 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -140290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140296.656250 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -140296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -140311.359375 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -140311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140325.828125 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -140325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -140355.015625 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -140355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140390.453125 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -140390.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -140462.515625 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -140462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -140572.359375 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -140572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -140661.125000 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -140661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -140672.203125 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -140672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -140688.140625 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -140688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -140735.484375 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -140735.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -140791.703125 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -140791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -140856.843750 Penalty: 3370.670166
	Iteration 23Q: 3 clusters Score -140856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -140877.671875 Penalty: 3370.670166
	Iteration 24Q: 3 clusters Score -140877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -140902.906250 Penalty: 3370.670166
	Iteration 25Q: 3 clusters Score -140902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -140940.296875 Penalty: 3370.670166
	Iteration 26Q: 3 clusters Score -140940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -140974.546875 Penalty: 3370.670166
	Iteration 27Q: 3 clusters Score -140974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -141007.593750 Penalty: 3370.670166
	Iteration 28Q: 3 clusters Score -141007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141024.937500 Penalty: 3370.670166
	Iteration 29Q: 3 clusters Score -141024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -141034.937500 Penalty: 3370.670166
	Iteration 30Q: 3 clusters Score -141034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -141036.390625 Penalty: 3370.670166
	Iteration 31Q: 3 clusters Score -141036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -141043.968750 Penalty: 3370.670166
	Iteration 32F: 3 clusters Score -141044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141057.500000 Penalty: 3370.670166
	Iteration 33Q: 3 clusters Score -141057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -141062.875000 Penalty: 3370.670166
	Iteration 34Q: 3 clusters Score -141062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -141062.875000 Penalty: 3370.670166
	Iteration 35F: 3 clusters Score -141062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Entering Unmasked Estep 
Score: -117051440.000000 Penalty: 143309.078125
Splitting cluster 11 changes total score from -117025800.000000 to -117051440.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -111135.226562 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -111135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -109524.531250 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -109524.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110143.921875 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -110143.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110495.539062 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -110495.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -110842.578125 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -110842.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111090.593750 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -111090.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111390.898438 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -111390.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111860.226562 Penalty: 3327.814941
	Iteration 6F: 3 clusters Score -111860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112121.296875 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -112121.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112310.375000 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -112310.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112426.390625 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -112426.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112471.312500 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -112471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112549.710938 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -112549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112628.421875 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -112628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112635.460938 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -112635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112637.921875 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -112637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112639.265625 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -112639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112639.265625 Penalty: 3327.814941
	Iteration 16F: 3 clusters Score -112639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Entering Unmasked Estep 
Score: -117051280.000000 Penalty: 146641.843750
Splitting cluster 12 changes total score from -117025800.000000 to -117051280.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -1103907.875000 Penalty: 2175.645752
	Iteration 0F: 2 clusters Score -1103908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1098555.875000 Penalty: 4351.291504
	Iteration 0F: 3 clusters Score -1098556 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1100543.375000 Penalty: 4351.291504
	Iteration 1F: 3 clusters Score -1100543 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1101181.375000 Penalty: 4351.291504
	Iteration 2F: 3 clusters Score -1101181 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1101653.750000 Penalty: 4351.291504
	Iteration 3F: 3 clusters Score -1101654 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1102172.000000 Penalty: 4351.291504
	Iteration 4F: 3 clusters Score -1102172 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1102805.500000 Penalty: 4351.291504
	Iteration 5F: 3 clusters Score -1102806 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1103503.500000 Penalty: 4351.291504
	Iteration 6F: 3 clusters Score -1103504 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1104075.625000 Penalty: 4351.291504
	Iteration 7F: 3 clusters Score -1104076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1104431.500000 Penalty: 4351.291504
	Iteration 8F: 3 clusters Score -1104432 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1104687.750000 Penalty: 4351.291504
	Iteration 9Q: 3 clusters Score -1104688 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1104922.250000 Penalty: 4351.291504
	Iteration 10Q: 3 clusters Score -1104922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1105094.375000 Penalty: 4351.291504
	Iteration 11Q: 3 clusters Score -1105094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1105234.375000 Penalty: 4351.291504
	Iteration 12Q: 3 clusters Score -1105234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1105330.625000 Penalty: 4351.291504
	Iteration 13Q: 3 clusters Score -1105331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1105392.250000 Penalty: 4351.291504
	Iteration 14Q: 3 clusters Score -1105392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1105434.625000 Penalty: 4351.291504
	Iteration 15Q: 3 clusters Score -1105435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1105459.750000 Penalty: 4351.291504
	Iteration 16Q: 3 clusters Score -1105460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1105472.125000 Penalty: 4351.291504
	Iteration 17Q: 3 clusters Score -1105472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1105490.625000 Penalty: 4351.291504
	Iteration 18Q: 3 clusters Score -1105491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1105497.125000 Penalty: 4351.291504
	Iteration 19Q: 3 clusters Score -1105497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1105524.125000 Penalty: 4351.291504
	Iteration 20F: 3 clusters Score -1105524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1105540.250000 Penalty: 4351.291504
	Iteration 21Q: 3 clusters Score -1105540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1105551.750000 Penalty: 4351.291504
	Iteration 22Q: 3 clusters Score -1105552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1105557.375000 Penalty: 4351.291504
	Iteration 23Q: 3 clusters Score -1105557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1105561.250000 Penalty: 4351.291504
	Iteration 24Q: 3 clusters Score -1105561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1105568.125000 Penalty: 4351.291504
	Iteration 25Q: 3 clusters Score -1105568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1105576.125000 Penalty: 4351.291504
	Iteration 26Q: 3 clusters Score -1105576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1105581.375000 Penalty: 4351.291504
	Iteration 27Q: 3 clusters Score -1105581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1105593.500000 Penalty: 4351.291504
	Iteration 28Q: 3 clusters Score -1105594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1105596.000000 Penalty: 4351.291504
	Iteration 29Q: 3 clusters Score -1105596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1105606.250000 Penalty: 4351.291504
	Iteration 30Q: 3 clusters Score -1105606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1105623.250000 Penalty: 4351.291504
	Iteration 31Q: 3 clusters Score -1105623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1105651.500000 Penalty: 4351.291504
	Iteration 32Q: 3 clusters Score -1105652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1105720.250000 Penalty: 4351.291504
	Iteration 33Q: 3 clusters Score -1105720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1106062.875000 Penalty: 4351.291504
	Iteration 34Q: 3 clusters Score -1106063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1106305.625000 Penalty: 4351.291504
	Iteration 35Q: 3 clusters Score -1106306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1106363.500000 Penalty: 4351.291504
	Iteration 36Q: 3 clusters Score -1106364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1106384.250000 Penalty: 4351.291504
	Iteration 37Q: 3 clusters Score -1106384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1106395.500000 Penalty: 4351.291504
	Iteration 38Q: 3 clusters Score -1106396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1106407.875000 Penalty: 4351.291504
	Iteration 39Q: 3 clusters Score -1106408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1106416.750000 Penalty: 4351.291504
	Iteration 40F: 3 clusters Score -1106417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1106425.500000 Penalty: 4351.291504
	Iteration 41Q: 3 clusters Score -1106426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1106428.375000 Penalty: 4351.291504
	Iteration 42Q: 3 clusters Score -1106428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1106434.000000 Penalty: 4351.291504
	Iteration 43Q: 3 clusters Score -1106434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1106435.500000 Penalty: 4351.291504
	Iteration 44Q: 3 clusters Score -1106436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1106438.625000 Penalty: 4351.291504
	Iteration 45Q: 3 clusters Score -1106439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1106439.875000 Penalty: 4351.291504
	Iteration 46Q: 3 clusters Score -1106440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1106441.375000 Penalty: 4351.291504
	Iteration 47Q: 3 clusters Score -1106441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1106440.625000 Penalty: 4351.291504
	Iteration 48Q: 3 clusters Score -1106441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1106440.500000 Penalty: 4351.291504
	Iteration 49Q: 3 clusters Score -1106440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1106439.375000 Penalty: 4351.291504
	Iteration 50Q: 3 clusters Score -1106439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1106442.500000 Penalty: 4351.291504
	Iteration 51Q: 3 clusters Score -1106442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1106440.625000 Penalty: 4351.291504
	Iteration 52Q: 3 clusters Score -1106441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1106442.875000 Penalty: 4351.291504
	Iteration 53Q: 3 clusters Score -1106443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1106442.875000 Penalty: 4351.291504
	Iteration 54F: 3 clusters Score -1106443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Entering Unmasked Estep 
Score: -117052400.000000 Penalty: 149974.609375
Splitting cluster 13 changes total score from -117025800.000000 to -117052400.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 14 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -158035.531250 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -158035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156218.937500 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -156218.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157111.343750 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -157111.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157854.187500 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -157854.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158601.531250 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -158601.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158890.031250 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -158890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159018.312500 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -159018.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159165.515625 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -159165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159228.953125 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -159229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159298.812500 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -159298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159325.812500 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -159325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159361.750000 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -159361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159436.750000 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -159436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159490.109375 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -159490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -159570.187500 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -159570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159577.468750 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -159577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159577.468750 Penalty: 3438.494141
	Iteration 15F: 3 clusters Score -159577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 59679 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Entering Unmasked Estep 
Score: -117052552.000000 Penalty: 153307.375000
Splitting cluster 14 changes total score from -117025800.000000 to -117052552.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 15 (59679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Entering Unmasked Estep 
Score: -10452759.000000 Penalty: 2727.190430
	Iteration 0F: 2 clusters Score -1.045276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -10420982.000000 Penalty: 5454.380859
	Iteration 0F: 3 clusters Score -1.042098e+07 nChanged 27967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -10437415.000000 Penalty: 5454.380859
	Iteration 1F: 3 clusters Score -1.043742e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -10438719.000000 Penalty: 5454.380859
	Iteration 2F: 3 clusters Score -1.043872e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -10440134.000000 Penalty: 5454.380859
	Iteration 3F: 3 clusters Score -1.044013e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -10441710.000000 Penalty: 5454.380859
	Iteration 4F: 3 clusters Score -1.044171e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -10443253.000000 Penalty: 5454.380859
	Iteration 5F: 3 clusters Score -1.044325e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -10444788.000000 Penalty: 5454.380859
	Iteration 6F: 3 clusters Score -1.044479e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -10446029.000000 Penalty: 5454.380859
	Iteration 7F: 3 clusters Score -1.044603e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -10446980.000000 Penalty: 5454.380859
	Iteration 8F: 3 clusters Score -1.044698e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -10447922.000000 Penalty: 5454.380859
	Iteration 9Q: 3 clusters Score -1.044792e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -10448858.000000 Penalty: 5454.380859
	Iteration 10Q: 3 clusters Score -1.044886e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -10449667.000000 Penalty: 5454.380859
	Iteration 11Q: 3 clusters Score -1.044967e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -10450251.000000 Penalty: 5454.380859
	Iteration 12Q: 3 clusters Score -1.045025e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -10450478.000000 Penalty: 5454.380859
	Iteration 13Q: 3 clusters Score -1.045048e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -10450581.000000 Penalty: 5454.380859
	Iteration 14Q: 3 clusters Score -1.045058e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -10450747.000000 Penalty: 5454.380859
	Iteration 15Q: 3 clusters Score -1.045075e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -10450900.000000 Penalty: 5454.380859
	Iteration 16Q: 3 clusters Score -1.04509e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -10451001.000000 Penalty: 5454.380859
	Iteration 17Q: 3 clusters Score -1.0451e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -10451184.000000 Penalty: 5454.380859
	Iteration 18Q: 3 clusters Score -1.045118e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -10451326.000000 Penalty: 5454.380859
	Iteration 19Q: 3 clusters Score -1.045133e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -10451486.000000 Penalty: 5454.380859
	Iteration 20F: 3 clusters Score -1.045149e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -10451569.000000 Penalty: 5454.380859
	Iteration 21Q: 3 clusters Score -1.045157e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -10451695.000000 Penalty: 5454.380859
	Iteration 22Q: 3 clusters Score -1.04517e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -10451850.000000 Penalty: 5454.380859
	Iteration 23Q: 3 clusters Score -1.045185e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -10451996.000000 Penalty: 5454.380859
	Iteration 24Q: 3 clusters Score -1.0452e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -10452105.000000 Penalty: 5454.380859
	Iteration 25Q: 3 clusters Score -1.04521e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -10452286.000000 Penalty: 5454.380859
	Iteration 26Q: 3 clusters Score -1.045229e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -10452469.000000 Penalty: 5454.380859
	Iteration 27Q: 3 clusters Score -1.045247e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -10452653.000000 Penalty: 5454.380859
	Iteration 28Q: 3 clusters Score -1.045265e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -10452934.000000 Penalty: 5454.380859
	Iteration 29Q: 3 clusters Score -1.045293e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -10453112.000000 Penalty: 5454.380859
	Iteration 30Q: 3 clusters Score -1.045311e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -10453412.000000 Penalty: 5454.380859
	Iteration 31Q: 3 clusters Score -1.045341e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -10453785.000000 Penalty: 5454.380859
	Iteration 32Q: 3 clusters Score -1.045378e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -10454053.000000 Penalty: 5454.380859
	Iteration 33Q: 3 clusters Score -1.045405e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -10454418.000000 Penalty: 5454.380859
	Iteration 34Q: 3 clusters Score -1.045442e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -10454783.000000 Penalty: 5454.380859
	Iteration 35Q: 3 clusters Score -1.045478e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -10455081.000000 Penalty: 5454.380859
	Iteration 36Q: 3 clusters Score -1.045508e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -10455340.000000 Penalty: 5454.380859
	Iteration 37Q: 3 clusters Score -1.045534e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -10455525.000000 Penalty: 5454.380859
	Iteration 38Q: 3 clusters Score -1.045552e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -10455697.000000 Penalty: 5454.380859
	Iteration 39Q: 3 clusters Score -1.04557e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -10455811.000000 Penalty: 5454.380859
	Iteration 40F: 3 clusters Score -1.045581e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -10455905.000000 Penalty: 5454.380859
	Iteration 41Q: 3 clusters Score -1.04559e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -10455978.000000 Penalty: 5454.380859
	Iteration 42Q: 3 clusters Score -1.045598e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -10456006.000000 Penalty: 5454.380859
	Iteration 43Q: 3 clusters Score -1.045601e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -10455999.000000 Penalty: 5454.380859
	Iteration 44Q: 3 clusters Score -1.0456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -10456011.000000 Penalty: 5454.380859
	Iteration 45Q: 3 clusters Score -1.045601e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -10456039.000000 Penalty: 5454.380859
	Iteration 46Q: 3 clusters Score -1.045604e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -10456039.000000 Penalty: 5454.380859
	Iteration 47Q: 3 clusters Score -1.045604e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -10456040.000000 Penalty: 5454.380859
	Iteration 48Q: 3 clusters Score -1.045604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -10456055.000000 Penalty: 5454.380859
	Iteration 49Q: 3 clusters Score -1.045606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10456038.000000 Penalty: 5454.380859
	Iteration 50Q: 3 clusters Score -1.045604e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -10456020.000000 Penalty: 5454.380859
	Iteration 51Q: 3 clusters Score -1.045602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -10456035.000000 Penalty: 5454.380859
	Iteration 52Q: 3 clusters Score -1.045604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -10456024.000000 Penalty: 5454.380859
	Iteration 53Q: 3 clusters Score -1.045602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -10456015.000000 Penalty: 5454.380859
	Iteration 54Q: 3 clusters Score -1.045602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -10456043.000000 Penalty: 5454.380859
	Iteration 55Q: 3 clusters Score -1.045604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -10456073.000000 Penalty: 5454.380859
	Iteration 56Q: 3 clusters Score -1.045607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -10456070.000000 Penalty: 5454.380859
	Iteration 57Q: 3 clusters Score -1.045607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -10456046.000000 Penalty: 5454.380859
	Iteration 58Q: 3 clusters Score -1.045605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -10456045.000000 Penalty: 5454.380859
	Iteration 59Q: 3 clusters Score -1.045604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -10456044.000000 Penalty: 5454.380859
	Iteration 60F: 3 clusters Score -1.045604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -10456043.000000 Penalty: 5454.380859
	Iteration 61Q: 3 clusters Score -1.045604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -10456056.000000 Penalty: 5454.380859
	Iteration 62Q: 3 clusters Score -1.045606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -10456047.000000 Penalty: 5454.380859
	Iteration 63Q: 3 clusters Score -1.045605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -10456044.000000 Penalty: 5454.380859
	Iteration 64Q: 3 clusters Score -1.045604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -10456065.000000 Penalty: 5454.380859
	Iteration 65Q: 3 clusters Score -1.045606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -10456056.000000 Penalty: 5454.380859
	Iteration 66Q: 3 clusters Score -1.045606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -10456056.000000 Penalty: 5454.380859
	Iteration 67F: 3 clusters Score -1.045606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Entering Unmasked Estep 
Score: -117055040.000000 Penalty: 156640.156250
Splitting cluster 15 changes total score from -117025800.000000 to -117055040.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 16 (43537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Entering Unmasked Estep 
Score: -7526840.500000 Penalty: 2648.978760
	Iteration 0F: 2 clusters Score -7526840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -7497739.500000 Penalty: 5297.957520
	Iteration 0F: 3 clusters Score -7497740 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7509024.500000 Penalty: 5297.957520
	Iteration 1F: 3 clusters Score -7509024 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7509938.500000 Penalty: 5297.957520
	Iteration 2F: 3 clusters Score -7509938 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -7510895.500000 Penalty: 5297.957520
	Iteration 3F: 3 clusters Score -7510896 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -7512064.000000 Penalty: 5297.957520
	Iteration 4F: 3 clusters Score -7512064 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7513309.500000 Penalty: 5297.957520
	Iteration 5F: 3 clusters Score -7513310 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7514543.500000 Penalty: 5297.957520
	Iteration 6F: 3 clusters Score -7514544 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -7515659.500000 Penalty: 5297.957520
	Iteration 7Q: 3 clusters Score -7515660 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7516494.500000 Penalty: 5297.957520
	Iteration 8Q: 3 clusters Score -7516494 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -7517138.500000 Penalty: 5297.957520
	Iteration 9Q: 3 clusters Score -7517138 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -7517676.500000 Penalty: 5297.957520
	Iteration 10Q: 3 clusters Score -7517676 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7518123.500000 Penalty: 5297.957520
	Iteration 11Q: 3 clusters Score -7518124 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7518473.500000 Penalty: 5297.957520
	Iteration 12Q: 3 clusters Score -7518474 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -7518745.500000 Penalty: 5297.957520
	Iteration 13Q: 3 clusters Score -7518746 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -7519004.500000 Penalty: 5297.957520
	Iteration 14Q: 3 clusters Score -7519004 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -7519236.000000 Penalty: 5297.957520
	Iteration 15Q: 3 clusters Score -7519236 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -7519507.000000 Penalty: 5297.957520
	Iteration 16Q: 3 clusters Score -7519507 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7519790.000000 Penalty: 5297.957520
	Iteration 17Q: 3 clusters Score -7519790 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -7520114.000000 Penalty: 5297.957520
	Iteration 18Q: 3 clusters Score -7520114 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -7520464.500000 Penalty: 5297.957520
	Iteration 19Q: 3 clusters Score -7520464 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -7520806.500000 Penalty: 5297.957520
	Iteration 20F: 3 clusters Score -7520806 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -7521210.500000 Penalty: 5297.957520
	Iteration 21Q: 3 clusters Score -7521210 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -7521662.500000 Penalty: 5297.957520
	Iteration 22Q: 3 clusters Score -7521662 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -7522260.500000 Penalty: 5297.957520
	Iteration 23Q: 3 clusters Score -7522260 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7522849.500000 Penalty: 5297.957520
	Iteration 24Q: 3 clusters Score -7522850 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7523396.500000 Penalty: 5297.957520
	Iteration 25Q: 3 clusters Score -7523396 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7523955.500000 Penalty: 5297.957520
	Iteration 26Q: 3 clusters Score -7523956 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7524442.000000 Penalty: 5297.957520
	Iteration 27Q: 3 clusters Score -7524442 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7524975.500000 Penalty: 5297.957520
	Iteration 28Q: 3 clusters Score -7524976 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7525431.000000 Penalty: 5297.957520
	Iteration 29Q: 3 clusters Score -7525431 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7525673.500000 Penalty: 5297.957520
	Iteration 30Q: 3 clusters Score -7525674 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7525813.500000 Penalty: 5297.957520
	Iteration 31Q: 3 clusters Score -7525814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7525922.000000 Penalty: 5297.957520
	Iteration 32Q: 3 clusters Score -7525922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7525959.500000 Penalty: 5297.957520
	Iteration 33Q: 3 clusters Score -7525960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7525993.500000 Penalty: 5297.957520
	Iteration 34Q: 3 clusters Score -7525994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7525997.000000 Penalty: 5297.957520
	Iteration 35Q: 3 clusters Score -7525997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7525994.500000 Penalty: 5297.957520
	Iteration 36Q: 3 clusters Score -7525994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7526003.500000 Penalty: 5297.957520
	Iteration 37Q: 3 clusters Score -7526004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7525996.000000 Penalty: 5297.957520
	Iteration 38Q: 3 clusters Score -7525996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7526002.000000 Penalty: 5297.957520
	Iteration 39Q: 3 clusters Score -7526002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7526093.500000 Penalty: 5297.957520
	Iteration 40F: 3 clusters Score -7526094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7526140.500000 Penalty: 5297.957520
	Iteration 41Q: 3 clusters Score -7526140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7526195.000000 Penalty: 5297.957520
	Iteration 42Q: 3 clusters Score -7526195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7526196.500000 Penalty: 5297.957520
	Iteration 43Q: 3 clusters Score -7526196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7526203.500000 Penalty: 5297.957520
	Iteration 44Q: 3 clusters Score -7526204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7526212.000000 Penalty: 5297.957520
	Iteration 45Q: 3 clusters Score -7526212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7526223.500000 Penalty: 5297.957520
	Iteration 46Q: 3 clusters Score -7526224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7526225.500000 Penalty: 5297.957520
	Iteration 47Q: 3 clusters Score -7526226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7526226.000000 Penalty: 5297.957520
	Iteration 48Q: 3 clusters Score -7526226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7526235.000000 Penalty: 5297.957520
	Iteration 49Q: 3 clusters Score -7526235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7526228.500000 Penalty: 5297.957520
	Iteration 50Q: 3 clusters Score -7526228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7526235.500000 Penalty: 5297.957520
	Iteration 51Q: 3 clusters Score -7526236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7526231.000000 Penalty: 5297.957520
	Iteration 52Q: 3 clusters Score -7526231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7526229.000000 Penalty: 5297.957520
	Iteration 53Q: 3 clusters Score -7526229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7526229.000000 Penalty: 5297.957520
	Iteration 54F: 3 clusters Score -7526229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Entering Unmasked Estep 
Score: -6147052.000000 Penalty: 2591.575928
	Iteration 0F: 2 clusters Score -6147052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -6124010.500000 Penalty: 5183.151855
	Iteration 0F: 3 clusters Score -6124010 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -6132619.000000 Penalty: 5183.151855
	Iteration 1F: 3 clusters Score -6132619 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -6133192.500000 Penalty: 5183.151855
	Iteration 2Q: 3 clusters Score -6133192 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -6133789.500000 Penalty: 5183.151855
	Iteration 3Q: 3 clusters Score -6133790 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -6134533.000000 Penalty: 5183.151855
	Iteration 4Q: 3 clusters Score -6134533 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -6135320.500000 Penalty: 5183.151855
	Iteration 5F: 3 clusters Score -6135320 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6136151.000000 Penalty: 5183.151855
	Iteration 6F: 3 clusters Score -6136151 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -6137026.500000 Penalty: 5183.151855
	Iteration 7F: 3 clusters Score -6137026 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -6137848.500000 Penalty: 5183.151855
	Iteration 8Q: 3 clusters Score -6137848 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6138610.000000 Penalty: 5183.151855
	Iteration 9Q: 3 clusters Score -6138610 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -6139331.000000 Penalty: 5183.151855
	Iteration 10Q: 3 clusters Score -6139331 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6140062.500000 Penalty: 5183.151855
	Iteration 11Q: 3 clusters Score -6140062 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -6140779.000000 Penalty: 5183.151855
	Iteration 12Q: 3 clusters Score -6140779 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6141484.500000 Penalty: 5183.151855
	Iteration 13Q: 3 clusters Score -6141484 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -6142073.500000 Penalty: 5183.151855
	Iteration 14Q: 3 clusters Score -6142074 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -6142575.000000 Penalty: 5183.151855
	Iteration 15Q: 3 clusters Score -6142575 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6143095.000000 Penalty: 5183.151855
	Iteration 16Q: 3 clusters Score -6143095 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6143496.000000 Penalty: 5183.151855
	Iteration 17Q: 3 clusters Score -6143496 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6143854.500000 Penalty: 5183.151855
	Iteration 18Q: 3 clusters Score -6143854 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6144170.500000 Penalty: 5183.151855
	Iteration 19Q: 3 clusters Score -6144170 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6144393.000000 Penalty: 5183.151855
	Iteration 20F: 3 clusters Score -6144393 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6144532.000000 Penalty: 5183.151855
	Iteration 21Q: 3 clusters Score -6144532 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6144637.000000 Penalty: 5183.151855
	Iteration 22Q: 3 clusters Score -6144637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6144718.500000 Penalty: 5183.151855
	Iteration 23Q: 3 clusters Score -6144718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6144788.000000 Penalty: 5183.151855
	Iteration 24Q: 3 clusters Score -6144788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6144844.500000 Penalty: 5183.151855
	Iteration 25Q: 3 clusters Score -6144844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6144883.000000 Penalty: 5183.151855
	Iteration 26Q: 3 clusters Score -6144883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6144934.500000 Penalty: 5183.151855
	Iteration 27Q: 3 clusters Score -6144934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6144963.000000 Penalty: 5183.151855
	Iteration 28Q: 3 clusters Score -6144963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6144995.500000 Penalty: 5183.151855
	Iteration 29Q: 3 clusters Score -6144996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6144987.500000 Penalty: 5183.151855
	Iteration 30Q: 3 clusters Score -6144988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6145014.000000 Penalty: 5183.151855
	Iteration 31Q: 3 clusters Score -6145014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6145032.500000 Penalty: 5183.151855
	Iteration 32Q: 3 clusters Score -6145032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6145049.000000 Penalty: 5183.151855
	Iteration 33Q: 3 clusters Score -6145049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6145064.500000 Penalty: 5183.151855
	Iteration 34Q: 3 clusters Score -6145064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6145078.000000 Penalty: 5183.151855
	Iteration 35Q: 3 clusters Score -6145078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6145086.000000 Penalty: 5183.151855
	Iteration 36Q: 3 clusters Score -6145086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6145090.000000 Penalty: 5183.151855
	Iteration 37Q: 3 clusters Score -6145090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6145090.500000 Penalty: 5183.151855
	Iteration 38Q: 3 clusters Score -6145090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6145098.000000 Penalty: 5183.151855
	Iteration 39Q: 3 clusters Score -6145098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6145105.000000 Penalty: 5183.151855
	Iteration 40F: 3 clusters Score -6145105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6145095.500000 Penalty: 5183.151855
	Iteration 41Q: 3 clusters Score -6145096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6145098.000000 Penalty: 5183.151855
	Iteration 42Q: 3 clusters Score -6145098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6145103.500000 Penalty: 5183.151855
	Iteration 43Q: 3 clusters Score -6145104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6145105.000000 Penalty: 5183.151855
	Iteration 44Q: 3 clusters Score -6145105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6145108.000000 Penalty: 5183.151855
	Iteration 45Q: 3 clusters Score -6145108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6145104.000000 Penalty: 5183.151855
	Iteration 46Q: 3 clusters Score -6145104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6145104.500000 Penalty: 5183.151855
	Iteration 47Q: 3 clusters Score -6145104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6145109.500000 Penalty: 5183.151855
	Iteration 48Q: 3 clusters Score -6145110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6145109.500000 Penalty: 5183.151855
	Iteration 49F: 3 clusters Score -6145110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Entering Unmasked Estep 
Score: -10169779.000000 Penalty: 2713.557861
	Iteration 0F: 2 clusters Score -1.016978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -10146719.000000 Penalty: 5427.115723
	Iteration 0F: 3 clusters Score -1.014672e+07 nChanged 26195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -10161168.000000 Penalty: 5427.115723
	Iteration 1F: 3 clusters Score -1.016117e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -10161777.000000 Penalty: 5427.115723
	Iteration 2Q: 3 clusters Score -1.016178e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -10162552.000000 Penalty: 5427.115723
	Iteration 3Q: 3 clusters Score -1.016255e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -10163512.000000 Penalty: 5427.115723
	Iteration 4Q: 3 clusters Score -1.016351e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -10164863.000000 Penalty: 5427.115723
	Iteration 5F: 3 clusters Score -1.016486e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -10166368.000000 Penalty: 5427.115723
	Iteration 6F: 3 clusters Score -1.016637e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -10167689.000000 Penalty: 5427.115723
	Iteration 7F: 3 clusters Score -1.016769e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -10169325.000000 Penalty: 5427.115723
	Iteration 8F: 3 clusters Score -1.016932e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -10170728.000000 Penalty: 5427.115723
	Iteration 9F: 3 clusters Score -1.017073e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -10171681.000000 Penalty: 5427.115723
	Iteration 10Q: 3 clusters Score -1.017168e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -10172152.000000 Penalty: 5427.115723
	Iteration 11Q: 3 clusters Score -1.017215e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -10172364.000000 Penalty: 5427.115723
	Iteration 12Q: 3 clusters Score -1.017236e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -10172530.000000 Penalty: 5427.115723
	Iteration 13Q: 3 clusters Score -1.017253e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -10172549.000000 Penalty: 5427.115723
	Iteration 14Q: 3 clusters Score -1.017255e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -10172727.000000 Penalty: 5427.115723
	Iteration 15Q: 3 clusters Score -1.017273e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -10172909.000000 Penalty: 5427.115723
	Iteration 16Q: 3 clusters Score -1.017291e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -10173043.000000 Penalty: 5427.115723
	Iteration 17Q: 3 clusters Score -1.017304e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -10173073.000000 Penalty: 5427.115723
	Iteration 18Q: 3 clusters Score -1.017307e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -10173149.000000 Penalty: 5427.115723
	Iteration 19Q: 3 clusters Score -1.017315e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -10173224.000000 Penalty: 5427.115723
	Iteration 20F: 3 clusters Score -1.017322e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -10173310.000000 Penalty: 5427.115723
	Iteration 21Q: 3 clusters Score -1.017331e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -10173361.000000 Penalty: 5427.115723
	Iteration 22Q: 3 clusters Score -1.017336e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -10173434.000000 Penalty: 5427.115723
	Iteration 23Q: 3 clusters Score -1.017343e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -10173474.000000 Penalty: 5427.115723
	Iteration 24Q: 3 clusters Score -1.017347e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -10173507.000000 Penalty: 5427.115723
	Iteration 25Q: 3 clusters Score -1.017351e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -10173507.000000 Penalty: 5427.115723
	Iteration 26Q: 3 clusters Score -1.017351e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -10173535.000000 Penalty: 5427.115723
	Iteration 27Q: 3 clusters Score -1.017354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -10173557.000000 Penalty: 5427.115723
	Iteration 28Q: 3 clusters Score -1.017356e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -10173576.000000 Penalty: 5427.115723
	Iteration 29Q: 3 clusters Score -1.017358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -10173575.000000 Penalty: 5427.115723
	Iteration 30Q: 3 clusters Score -1.017358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -10173566.000000 Penalty: 5427.115723
	Iteration 31Q: 3 clusters Score -1.017357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -10173557.000000 Penalty: 5427.115723
	Iteration 32Q: 3 clusters Score -1.017356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -10173543.000000 Penalty: 5427.115723
	Iteration 33Q: 3 clusters Score -1.017354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -10173528.000000 Penalty: 5427.115723
	Iteration 34Q: 3 clusters Score -1.017353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -10173519.000000 Penalty: 5427.115723
	Iteration 35Q: 3 clusters Score -1.017352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -10173526.000000 Penalty: 5427.115723
	Iteration 36Q: 3 clusters Score -1.017353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -10173522.000000 Penalty: 5427.115723
	Iteration 37Q: 3 clusters Score -1.017352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -10173522.000000 Penalty: 5427.115723
	Iteration 38Q: 3 clusters Score -1.017352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -10173538.000000 Penalty: 5427.115723
	Iteration 39Q: 3 clusters Score -1.017354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -10173523.000000 Penalty: 5427.115723
	Iteration 40F: 3 clusters Score -1.017352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -10173526.000000 Penalty: 5427.115723
	Iteration 41Q: 3 clusters Score -1.017353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -10173526.000000 Penalty: 5427.115723
	Iteration 42F: 3 clusters Score -1.017353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Entering Unmasked Estep 
Score: -117057752.000000 Penalty: 159972.921875
Splitting cluster 18 changes total score from -117025800.000000 to -117057752.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (61654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Entering Unmasked Estep 
Score: -10627823.000000 Penalty: 2735.264648
	Iteration 0F: 2 clusters Score -1.062782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -10592274.000000 Penalty: 5470.529297
	Iteration 0F: 3 clusters Score -1.059227e+07 nChanged 28714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -10608646.000000 Penalty: 5470.529297
	Iteration 1F: 3 clusters Score -1.060865e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10609882.000000 Penalty: 5470.529297
	Iteration 2Q: 3 clusters Score -1.060988e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -10611626.000000 Penalty: 5470.529297
	Iteration 3F: 3 clusters Score -1.061163e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -10613877.000000 Penalty: 5470.529297
	Iteration 4F: 3 clusters Score -1.061388e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -10616728.000000 Penalty: 5470.529297
	Iteration 5F: 3 clusters Score -1.061673e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -10619765.000000 Penalty: 5470.529297
	Iteration 6F: 3 clusters Score -1.061976e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -10622211.000000 Penalty: 5470.529297
	Iteration 7F: 3 clusters Score -1.062221e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -10623703.000000 Penalty: 5470.529297
	Iteration 8Q: 3 clusters Score -1.06237e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -10624674.000000 Penalty: 5470.529297
	Iteration 9Q: 3 clusters Score -1.062467e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -10625264.000000 Penalty: 5470.529297
	Iteration 10Q: 3 clusters Score -1.062526e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -10625674.000000 Penalty: 5470.529297
	Iteration 11Q: 3 clusters Score -1.062567e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -10626005.000000 Penalty: 5470.529297
	Iteration 12Q: 3 clusters Score -1.0626e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -10626285.000000 Penalty: 5470.529297
	Iteration 13Q: 3 clusters Score -1.062628e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -10626538.000000 Penalty: 5470.529297
	Iteration 14Q: 3 clusters Score -1.062654e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -10626759.000000 Penalty: 5470.529297
	Iteration 15Q: 3 clusters Score -1.062676e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -10626899.000000 Penalty: 5470.529297
	Iteration 16Q: 3 clusters Score -1.06269e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -10627035.000000 Penalty: 5470.529297
	Iteration 17Q: 3 clusters Score -1.062704e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -10627154.000000 Penalty: 5470.529297
	Iteration 18Q: 3 clusters Score -1.062715e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -10627253.000000 Penalty: 5470.529297
	Iteration 19Q: 3 clusters Score -1.062725e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -10627388.000000 Penalty: 5470.529297
	Iteration 20F: 3 clusters Score -1.062739e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -10627402.000000 Penalty: 5470.529297
	Iteration 21Q: 3 clusters Score -1.06274e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -10627493.000000 Penalty: 5470.529297
	Iteration 22Q: 3 clusters Score -1.062749e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -10627578.000000 Penalty: 5470.529297
	Iteration 23Q: 3 clusters Score -1.062758e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -10627647.000000 Penalty: 5470.529297
	Iteration 24Q: 3 clusters Score -1.062765e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -10627723.000000 Penalty: 5470.529297
	Iteration 25Q: 3 clusters Score -1.062772e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -10627792.000000 Penalty: 5470.529297
	Iteration 26Q: 3 clusters Score -1.062779e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -10627810.000000 Penalty: 5470.529297
	Iteration 27Q: 3 clusters Score -1.062781e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -10627848.000000 Penalty: 5470.529297
	Iteration 28Q: 3 clusters Score -1.062785e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -10627947.000000 Penalty: 5470.529297
	Iteration 29Q: 3 clusters Score -1.062795e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10627968.000000 Penalty: 5470.529297
	Iteration 30Q: 3 clusters Score -1.062797e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -10627984.000000 Penalty: 5470.529297
	Iteration 31Q: 3 clusters Score -1.062798e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -10628056.000000 Penalty: 5470.529297
	Iteration 32Q: 3 clusters Score -1.062806e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -10628076.000000 Penalty: 5470.529297
	Iteration 33Q: 3 clusters Score -1.062808e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -10628096.000000 Penalty: 5470.529297
	Iteration 34Q: 3 clusters Score -1.06281e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -10628081.000000 Penalty: 5470.529297
	Iteration 35Q: 3 clusters Score -1.062808e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -10628088.000000 Penalty: 5470.529297
	Iteration 36Q: 3 clusters Score -1.062809e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -10628085.000000 Penalty: 5470.529297
	Iteration 37Q: 3 clusters Score -1.062808e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -10628124.000000 Penalty: 5470.529297
	Iteration 38Q: 3 clusters Score -1.062812e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -10628145.000000 Penalty: 5470.529297
	Iteration 39Q: 3 clusters Score -1.062814e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -10628139.000000 Penalty: 5470.529297
	Iteration 40F: 3 clusters Score -1.062814e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -10628144.000000 Penalty: 5470.529297
	Iteration 41Q: 3 clusters Score -1.062814e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -10628194.000000 Penalty: 5470.529297
	Iteration 42Q: 3 clusters Score -1.062819e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -10628205.000000 Penalty: 5470.529297
	Iteration 43Q: 3 clusters Score -1.06282e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -10628213.000000 Penalty: 5470.529297
	Iteration 44Q: 3 clusters Score -1.062821e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -10628198.000000 Penalty: 5470.529297
	Iteration 45Q: 3 clusters Score -1.06282e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -10628236.000000 Penalty: 5470.529297
	Iteration 46Q: 3 clusters Score -1.062824e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -10628211.000000 Penalty: 5470.529297
	Iteration 47Q: 3 clusters Score -1.062821e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -10628216.000000 Penalty: 5470.529297
	Iteration 48Q: 3 clusters Score -1.062822e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -10628250.000000 Penalty: 5470.529297
	Iteration 49Q: 3 clusters Score -1.062825e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -10628243.000000 Penalty: 5470.529297
	Iteration 50Q: 3 clusters Score -1.062824e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -10628223.000000 Penalty: 5470.529297
	Iteration 51Q: 3 clusters Score -1.062822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -10628231.000000 Penalty: 5470.529297
	Iteration 52Q: 3 clusters Score -1.062823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -10628224.000000 Penalty: 5470.529297
	Iteration 53Q: 3 clusters Score -1.062822e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -10628197.000000 Penalty: 5470.529297
	Iteration 54Q: 3 clusters Score -1.06282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -10628197.000000 Penalty: 5470.529297
	Iteration 55Q: 3 clusters Score -1.06282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -10628194.000000 Penalty: 5470.529297
	Iteration 56Q: 3 clusters Score -1.062819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -10628171.000000 Penalty: 5470.529297
	Iteration 57Q: 3 clusters Score -1.062817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -10628196.000000 Penalty: 5470.529297
	Iteration 58Q: 3 clusters Score -1.06282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -10628181.000000 Penalty: 5470.529297
	Iteration 59Q: 3 clusters Score -1.062818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -10628188.000000 Penalty: 5470.529297
	Iteration 60F: 3 clusters Score -1.062819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -10628188.000000 Penalty: 5470.529297
	Iteration 61Q: 3 clusters Score -1.062819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10628181.000000 Penalty: 5470.529297
	Iteration 62Q: 3 clusters Score -1.062818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -10628176.000000 Penalty: 5470.529297
	Iteration 63Q: 3 clusters Score -1.062818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -10628184.000000 Penalty: 5470.529297
	Iteration 64Q: 3 clusters Score -1.062818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -10628160.000000 Penalty: 5470.529297
	Iteration 65Q: 3 clusters Score -1.062816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -10628139.000000 Penalty: 5470.529297
	Iteration 66Q: 3 clusters Score -1.062814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10628141.000000 Penalty: 5470.529297
	Iteration 67Q: 3 clusters Score -1.062814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -10628152.000000 Penalty: 5470.529297
	Iteration 68Q: 3 clusters Score -1.062815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -10628157.000000 Penalty: 5470.529297
	Iteration 69Q: 3 clusters Score -1.062816e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -10628144.000000 Penalty: 5470.529297
	Iteration 70Q: 3 clusters Score -1.062814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -10628126.000000 Penalty: 5470.529297
	Iteration 71Q: 3 clusters Score -1.062813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -10628131.000000 Penalty: 5470.529297
	Iteration 72Q: 3 clusters Score -1.062813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -10628133.000000 Penalty: 5470.529297
	Iteration 73Q: 3 clusters Score -1.062813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -10628130.000000 Penalty: 5470.529297
	Iteration 74Q: 3 clusters Score -1.062813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -10628147.000000 Penalty: 5470.529297
	Iteration 75Q: 3 clusters Score -1.062815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -10628153.000000 Penalty: 5470.529297
	Iteration 76Q: 3 clusters Score -1.062815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -10628158.000000 Penalty: 5470.529297
	Iteration 77Q: 3 clusters Score -1.062816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -10628159.000000 Penalty: 5470.529297
	Iteration 78Q: 3 clusters Score -1.062816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -10628143.000000 Penalty: 5470.529297
	Iteration 79Q: 3 clusters Score -1.062814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -10628165.000000 Penalty: 5470.529297
	Iteration 80F: 3 clusters Score -1.062816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10628149.000000 Penalty: 5470.529297
	Iteration 81Q: 3 clusters Score -1.062815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -10628143.000000 Penalty: 5470.529297
	Iteration 82Q: 3 clusters Score -1.062814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -10628143.000000 Penalty: 5470.529297
	Iteration 83Q: 3 clusters Score -1.062814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -10628129.000000 Penalty: 5470.529297
	Iteration 84Q: 3 clusters Score -1.062813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10628147.000000 Penalty: 5470.529297
	Iteration 85Q: 3 clusters Score -1.062815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -10628149.000000 Penalty: 5470.529297
	Iteration 86Q: 3 clusters Score -1.062815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10628155.000000 Penalty: 5470.529297
	Iteration 87Q: 3 clusters Score -1.062816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10628161.000000 Penalty: 5470.529297
	Iteration 88Q: 3 clusters Score -1.062816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10628148.000000 Penalty: 5470.529297
	Iteration 89Q: 3 clusters Score -1.062815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -10628154.000000 Penalty: 5470.529297
	Iteration 90Q: 3 clusters Score -1.062815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -10628156.000000 Penalty: 5470.529297
	Iteration 91Q: 3 clusters Score -1.062816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -10628161.000000 Penalty: 5470.529297
	Iteration 92Q: 3 clusters Score -1.062816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -10628164.000000 Penalty: 5470.529297
	Iteration 93Q: 3 clusters Score -1.062816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -10628164.000000 Penalty: 5470.529297
	Iteration 94F: 3 clusters Score -1.062816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Entering Unmasked Estep 
Score: -117056776.000000 Penalty: 163305.687500
Splitting cluster 19 changes total score from -117025800.000000 to -117056776.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (24007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Entering Unmasked Estep 
Score: -4117992.750000 Penalty: 2501.353027
	Iteration 0F: 2 clusters Score -4117993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4101521.500000 Penalty: 5002.706055
	Iteration 0F: 3 clusters Score -4101522 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4109562.000000 Penalty: 5002.706055
	Iteration 1F: 3 clusters Score -4109562 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4114716.750000 Penalty: 5002.706055
	Iteration 2F: 3 clusters Score -4114717 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4120656.250000 Penalty: 5002.706055
	Iteration 3F: 3 clusters Score -4120656 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4125229.000000 Penalty: 5002.706055
	Iteration 4F: 3 clusters Score -4125229 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4130659.000000 Penalty: 5002.706055
	Iteration 5F: 3 clusters Score -4130659 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4136562.250000 Penalty: 5002.706055
	Iteration 6F: 3 clusters Score -4136562 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4139198.750000 Penalty: 5002.706055
	Iteration 7F: 3 clusters Score -4139199 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -4144479.000000 Penalty: 5002.706055
	Iteration 8F: 3 clusters Score -4144479 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4155754.250000 Penalty: 5002.706055
	Iteration 9Q: 3 clusters Score -4155754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4157030.250000 Penalty: 5002.706055
	Iteration 10Q: 3 clusters Score -4157030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4157046.250000 Penalty: 5002.706055
	Iteration 11Q: 3 clusters Score -4157046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4157053.500000 Penalty: 5002.706055
	Iteration 12Q: 3 clusters Score -4157054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4157049.500000 Penalty: 5002.706055
	Iteration 13Q: 3 clusters Score -4157050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4157049.500000 Penalty: 5002.706055
	Iteration 14F: 3 clusters Score -4157050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 16726 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Entering Unmasked Estep 
Score: -117095304.000000 Penalty: 166638.453125
Splitting cluster 20 changes total score from -117025800.000000 to -117095304.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 21 (12543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Entering Unmasked Estep 
Score: -2198389.500000 Penalty: 2340.355713
	Iteration 0F: 2 clusters Score -2198390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2189038.250000 Penalty: 4680.711426
	Iteration 0F: 3 clusters Score -2189038 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2192028.250000 Penalty: 4680.711426
	Iteration 1F: 3 clusters Score -2192028 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2192521.750000 Penalty: 4680.711426
	Iteration 2F: 3 clusters Score -2192522 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2192966.250000 Penalty: 4680.711426
	Iteration 3F: 3 clusters Score -2192966 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2193377.250000 Penalty: 4680.711426
	Iteration 4F: 3 clusters Score -2193377 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2193783.500000 Penalty: 4680.711426
	Iteration 5F: 3 clusters Score -2193784 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2194207.000000 Penalty: 4680.711426
	Iteration 6F: 3 clusters Score -2194207 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2194665.750000 Penalty: 4680.711426
	Iteration 7F: 3 clusters Score -2194666 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2195084.250000 Penalty: 4680.711426
	Iteration 8Q: 3 clusters Score -2195084 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2195416.000000 Penalty: 4680.711426
	Iteration 9Q: 3 clusters Score -2195416 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2195667.250000 Penalty: 4680.711426
	Iteration 10Q: 3 clusters Score -2195667 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2195910.000000 Penalty: 4680.711426
	Iteration 11Q: 3 clusters Score -2195910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2196100.500000 Penalty: 4680.711426
	Iteration 12Q: 3 clusters Score -2196100 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2196242.750000 Penalty: 4680.711426
	Iteration 13Q: 3 clusters Score -2196243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2196363.250000 Penalty: 4680.711426
	Iteration 14Q: 3 clusters Score -2196363 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2196466.000000 Penalty: 4680.711426
	Iteration 15Q: 3 clusters Score -2196466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2196526.750000 Penalty: 4680.711426
	Iteration 16Q: 3 clusters Score -2196527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2196563.250000 Penalty: 4680.711426
	Iteration 17Q: 3 clusters Score -2196563 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2196604.500000 Penalty: 4680.711426
	Iteration 18Q: 3 clusters Score -2196604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2196638.000000 Penalty: 4680.711426
	Iteration 19Q: 3 clusters Score -2196638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2196659.500000 Penalty: 4680.711426
	Iteration 20F: 3 clusters Score -2196660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2196674.500000 Penalty: 4680.711426
	Iteration 21Q: 3 clusters Score -2196674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2196695.750000 Penalty: 4680.711426
	Iteration 22Q: 3 clusters Score -2196696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2196703.750000 Penalty: 4680.711426
	Iteration 23Q: 3 clusters Score -2196704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2196702.750000 Penalty: 4680.711426
	Iteration 24Q: 3 clusters Score -2196703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2196707.000000 Penalty: 4680.711426
	Iteration 25Q: 3 clusters Score -2196707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2196707.250000 Penalty: 4680.711426
	Iteration 26Q: 3 clusters Score -2196707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2196707.250000 Penalty: 4680.711426
	Iteration 27Q: 3 clusters Score -2196707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2196718.500000 Penalty: 4680.711426
	Iteration 28Q: 3 clusters Score -2196718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2196722.750000 Penalty: 4680.711426
	Iteration 29Q: 3 clusters Score -2196723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2196733.750000 Penalty: 4680.711426
	Iteration 30Q: 3 clusters Score -2196734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2196739.000000 Penalty: 4680.711426
	Iteration 31Q: 3 clusters Score -2196739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2196745.500000 Penalty: 4680.711426
	Iteration 32Q: 3 clusters Score -2196746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2196745.250000 Penalty: 4680.711426
	Iteration 33Q: 3 clusters Score -2196745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2196749.250000 Penalty: 4680.711426
	Iteration 34Q: 3 clusters Score -2196749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2196751.250000 Penalty: 4680.711426
	Iteration 35Q: 3 clusters Score -2196751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2196755.750000 Penalty: 4680.711426
	Iteration 36Q: 3 clusters Score -2196756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2196757.250000 Penalty: 4680.711426
	Iteration 37Q: 3 clusters Score -2196757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2196757.250000 Penalty: 4680.711426
	Iteration 38F: 3 clusters Score -2196757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Entering Unmasked Estep 
Score: -2632119.750000 Penalty: 2411.730469
	Iteration 0F: 2 clusters Score -2632120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2620624.000000 Penalty: 4823.460938
	Iteration 0F: 3 clusters Score -2620624 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2630801.500000 Penalty: 4823.460938
	Iteration 1F: 3 clusters Score -2630802 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2635877.750000 Penalty: 4823.460938
	Iteration 2F: 3 clusters Score -2635878 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2638188.000000 Penalty: 4823.460938
	Iteration 3F: 3 clusters Score -2638188 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2639144.000000 Penalty: 4823.460938
	Iteration 4F: 3 clusters Score -2639144 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2639483.250000 Penalty: 4823.460938
	Iteration 5Q: 3 clusters Score -2639483 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2639619.750000 Penalty: 4823.460938
	Iteration 6Q: 3 clusters Score -2639620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2639661.500000 Penalty: 4823.460938
	Iteration 7Q: 3 clusters Score -2639662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2639676.000000 Penalty: 4823.460938
	Iteration 8Q: 3 clusters Score -2639676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2639693.000000 Penalty: 4823.460938
	Iteration 9Q: 3 clusters Score -2639693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2639682.000000 Penalty: 4823.460938
	Iteration 10Q: 3 clusters Score -2639682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2639695.500000 Penalty: 4823.460938
	Iteration 11Q: 3 clusters Score -2639696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2639709.000000 Penalty: 4823.460938
	Iteration 12Q: 3 clusters Score -2639709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2639698.750000 Penalty: 4823.460938
	Iteration 13Q: 3 clusters Score -2639699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2639711.500000 Penalty: 4823.460938
	Iteration 14Q: 3 clusters Score -2639712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2639719.750000 Penalty: 4823.460938
	Iteration 15Q: 3 clusters Score -2639720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2639719.000000 Penalty: 4823.460938
	Iteration 16Q: 3 clusters Score -2639719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2639730.250000 Penalty: 4823.460938
	Iteration 17Q: 3 clusters Score -2639730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2639744.500000 Penalty: 4823.460938
	Iteration 18Q: 3 clusters Score -2639744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2639779.500000 Penalty: 4823.460938
	Iteration 19Q: 3 clusters Score -2639780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2639844.250000 Penalty: 4823.460938
	Iteration 20F: 3 clusters Score -2639844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2639969.750000 Penalty: 4823.460938
	Iteration 21Q: 3 clusters Score -2639970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2640040.000000 Penalty: 4823.460938
	Iteration 22Q: 3 clusters Score -2640040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2640062.500000 Penalty: 4823.460938
	Iteration 23Q: 3 clusters Score -2640062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2640072.250000 Penalty: 4823.460938
	Iteration 24Q: 3 clusters Score -2640072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2640088.500000 Penalty: 4823.460938
	Iteration 25Q: 3 clusters Score -2640088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2640093.250000 Penalty: 4823.460938
	Iteration 26Q: 3 clusters Score -2640093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2640091.500000 Penalty: 4823.460938
	Iteration 27Q: 3 clusters Score -2640092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2640091.500000 Penalty: 4823.460938
	Iteration 28Q: 3 clusters Score -2640092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2640087.750000 Penalty: 4823.460938
	Iteration 29Q: 3 clusters Score -2640088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2640090.500000 Penalty: 4823.460938
	Iteration 30Q: 3 clusters Score -2640090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2640100.000000 Penalty: 4823.460938
	Iteration 31Q: 3 clusters Score -2640100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2640099.250000 Penalty: 4823.460938
	Iteration 32Q: 3 clusters Score -2640099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2640101.250000 Penalty: 4823.460938
	Iteration 33Q: 3 clusters Score -2640101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2640097.250000 Penalty: 4823.460938
	Iteration 34Q: 3 clusters Score -2640097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2640100.250000 Penalty: 4823.460938
	Iteration 35Q: 3 clusters Score -2640100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2640102.500000 Penalty: 4823.460938
	Iteration 36Q: 3 clusters Score -2640102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2640099.250000 Penalty: 4823.460938
	Iteration 37Q: 3 clusters Score -2640099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2640101.750000 Penalty: 4823.460938
	Iteration 38Q: 3 clusters Score -2640102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2640103.750000 Penalty: 4823.460938
	Iteration 39Q: 3 clusters Score -2640104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2640102.000000 Penalty: 4823.460938
	Iteration 40F: 3 clusters Score -2640102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 32551 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Entering Unmasked Estep 
Score: -117101696.000000 Penalty: 169971.234375
Splitting cluster 22 changes total score from -117025800.000000 to -117101696.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 23 (32551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Entering Unmasked Estep 
Score: -5667289.500000 Penalty: 2576.859619
	Iteration 0F: 2 clusters Score -5667290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -5645222.500000 Penalty: 5153.719238
	Iteration 0F: 3 clusters Score -5645222 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -5653865.000000 Penalty: 5153.719238
	Iteration 1F: 3 clusters Score -5653865 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5654911.500000 Penalty: 5153.719238
	Iteration 2F: 3 clusters Score -5654912 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5656141.000000 Penalty: 5153.719238
	Iteration 3F: 3 clusters Score -5656141 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -5657601.000000 Penalty: 5153.719238
	Iteration 4F: 3 clusters Score -5657601 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5659329.500000 Penalty: 5153.719238
	Iteration 5F: 3 clusters Score -5659330 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5661061.000000 Penalty: 5153.719238
	Iteration 6F: 3 clusters Score -5661061 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5662601.000000 Penalty: 5153.719238
	Iteration 7F: 3 clusters Score -5662601 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5663863.000000 Penalty: 5153.719238
	Iteration 8F: 3 clusters Score -5663863 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5664815.500000 Penalty: 5153.719238
	Iteration 9Q: 3 clusters Score -5664816 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5665591.000000 Penalty: 5153.719238
	Iteration 10Q: 3 clusters Score -5665591 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5666650.000000 Penalty: 5153.719238
	Iteration 11Q: 3 clusters Score -5666650 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5667576.000000 Penalty: 5153.719238
	Iteration 12Q: 3 clusters Score -5667576 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5668645.500000 Penalty: 5153.719238
	Iteration 13Q: 3 clusters Score -5668646 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5669427.500000 Penalty: 5153.719238
	Iteration 14Q: 3 clusters Score -5669428 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5669683.000000 Penalty: 5153.719238
	Iteration 15Q: 3 clusters Score -5669683 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5669794.500000 Penalty: 5153.719238
	Iteration 16Q: 3 clusters Score -5669794 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5669857.000000 Penalty: 5153.719238
	Iteration 17Q: 3 clusters Score -5669857 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -5669897.000000 Penalty: 5153.719238
	Iteration 18Q: 3 clusters Score -5669897 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5669943.000000 Penalty: 5153.719238
	Iteration 19Q: 3 clusters Score -5669943 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5669976.000000 Penalty: 5153.719238
	Iteration 20F: 3 clusters Score -5669976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5670001.000000 Penalty: 5153.719238
	Iteration 21Q: 3 clusters Score -5670001 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -5670024.000000 Penalty: 5153.719238
	Iteration 22Q: 3 clusters Score -5670024 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5670071.500000 Penalty: 5153.719238
	Iteration 23Q: 3 clusters Score -5670072 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -5670104.000000 Penalty: 5153.719238
	Iteration 24Q: 3 clusters Score -5670104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5670121.500000 Penalty: 5153.719238
	Iteration 25Q: 3 clusters Score -5670122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5670133.500000 Penalty: 5153.719238
	Iteration 26Q: 3 clusters Score -5670134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5670168.000000 Penalty: 5153.719238
	Iteration 27Q: 3 clusters Score -5670168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5670201.500000 Penalty: 5153.719238
	Iteration 28Q: 3 clusters Score -5670202 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5670217.500000 Penalty: 5153.719238
	Iteration 29Q: 3 clusters Score -5670218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5670224.000000 Penalty: 5153.719238
	Iteration 30Q: 3 clusters Score -5670224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -5670236.500000 Penalty: 5153.719238
	Iteration 31Q: 3 clusters Score -5670236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5670236.000000 Penalty: 5153.719238
	Iteration 32Q: 3 clusters Score -5670236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5670237.500000 Penalty: 5153.719238
	Iteration 33Q: 3 clusters Score -5670238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5670244.500000 Penalty: 5153.719238
	Iteration 34Q: 3 clusters Score -5670244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5670241.500000 Penalty: 5153.719238
	Iteration 35Q: 3 clusters Score -5670242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5670253.500000 Penalty: 5153.719238
	Iteration 36Q: 3 clusters Score -5670254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5670265.000000 Penalty: 5153.719238
	Iteration 37Q: 3 clusters Score -5670265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5670267.000000 Penalty: 5153.719238
	Iteration 38Q: 3 clusters Score -5670267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -5670264.500000 Penalty: 5153.719238
	Iteration 39Q: 3 clusters Score -5670264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5670265.500000 Penalty: 5153.719238
	Iteration 40F: 3 clusters Score -5670266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5670257.500000 Penalty: 5153.719238
	Iteration 41Q: 3 clusters Score -5670258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5670267.000000 Penalty: 5153.719238
	Iteration 42Q: 3 clusters Score -5670267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5670272.500000 Penalty: 5153.719238
	Iteration 43Q: 3 clusters Score -5670272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5670276.000000 Penalty: 5153.719238
	Iteration 44Q: 3 clusters Score -5670276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5670270.500000 Penalty: 5153.719238
	Iteration 45Q: 3 clusters Score -5670270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5670272.000000 Penalty: 5153.719238
	Iteration 46Q: 3 clusters Score -5670272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -5670271.500000 Penalty: 5153.719238
	Iteration 47Q: 3 clusters Score -5670272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5670274.000000 Penalty: 5153.719238
	Iteration 48Q: 3 clusters Score -5670274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5670278.000000 Penalty: 5153.719238
	Iteration 49Q: 3 clusters Score -5670278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5670279.000000 Penalty: 5153.719238
	Iteration 50Q: 3 clusters Score -5670279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5670276.000000 Penalty: 5153.719238
	Iteration 51Q: 3 clusters Score -5670276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5670277.000000 Penalty: 5153.719238
	Iteration 52Q: 3 clusters Score -5670277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5670284.500000 Penalty: 5153.719238
	Iteration 53Q: 3 clusters Score -5670284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5670284.500000 Penalty: 5153.719238
	Iteration 54F: 3 clusters Score -5670284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Entering Unmasked Estep 
Score: -117103416.000000 Penalty: 173304.000000
Splitting cluster 23 changes total score from -117025800.000000 to -117103416.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 24 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -38231.402344 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -38231.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37555.449219 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -37555.45 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38498.523438 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -38498.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39304.988281 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -39304.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39539.269531 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -39539.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39706.457031 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -39706.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39770.132812 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -39770.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39812.707031 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -39812.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39816.398438 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -39816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39823.183594 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -39823.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39825.261719 Penalty: 3007.637451
	Iteration 9F: 3 clusters Score -39825.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39850.617188 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -39850.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39850.617188 Penalty: 3007.637451
	Iteration 11F: 3 clusters Score -39850.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Entering Unmasked Estep 
Score: -117103208.000000 Penalty: 176636.765625
Splitting cluster 24 changes total score from -117025800.000000 to -117103208.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -53337.699219 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -53337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52045.000000 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -52045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52281.503906 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -52281.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52404.441406 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -52404.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52507.636719 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -52507.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52550.761719 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -52550.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -52550.761719 Penalty: 2938.430908
	Iteration 5F: 3 clusters Score -52550.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -36258.937500 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -36258.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35083.570312 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -35083.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35569.425781 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -35569.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36016.167969 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -36016.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36548.000000 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -36548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36850.304688 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -36850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37005.316406 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -37005.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37168.636719 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -37168.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37257.144531 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -37257.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37352.292969 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -37352.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37450.175781 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -37450.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37457.550781 Penalty: 2985.222168
	Iteration 10F: 3 clusters Score -37457.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37544.117188 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -37544.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37547.875000 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -37547.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37547.875000 Penalty: 2985.222168
	Iteration 13F: 3 clusters Score -37547.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 14162 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 210 members 
Entering Unmasked Estep 
Score: -117102616.000000 Penalty: 179969.531250
Splitting cluster 26 changes total score from -117025800.000000 to -117102616.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 27 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -2441032.750000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -2441033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2430685.000000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -2430685 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2434535.000000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -2434535 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2437924.000000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -2437924 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2446470.750000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -2446471 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2452655.000000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -2452655 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2454946.500000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -2454946 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2455592.750000 Penalty: 4740.925293
	Iteration 6Q: 3 clusters Score -2455593 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2455896.500000 Penalty: 4740.925293
	Iteration 7Q: 3 clusters Score -2455896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2456111.000000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -2456111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2456332.750000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -2456333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2456598.500000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -2456598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2456799.250000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -2456799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2456939.000000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -2456939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2456968.000000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -2456968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2456980.500000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -2456980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2456989.250000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -2456989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2456990.250000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -2456990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2456993.000000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -2456993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2456997.500000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -2456998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2456999.000000 Penalty: 4740.925293
	Iteration 19F: 3 clusters Score -2456999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2456999.500000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -2457000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 14677 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 210 members 
Mstep: Class 55 contains 12340 members 
Entering Unmasked Estep 
Score: -117118016.000000 Penalty: 183302.296875
Splitting cluster 27 changes total score from -117025800.000000 to -117118016.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 28 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -49083.464844 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -49083.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47840.570312 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -47840.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47976.898438 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -47976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48008.480469 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -48008.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48028.519531 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -48028.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48053.820312 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -48053.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48097.582031 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -48097.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48145.425781 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -48145.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48178.863281 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -48178.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48219.453125 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -48219.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48238.218750 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -48238.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48266.234375 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -48266.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48281.445312 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -48281.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48319.382812 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -48319.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48323.542969 Penalty: 2877.850586
	Iteration 13Q: 3 clusters Score -48323.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48323.542969 Penalty: 2877.850586
	Iteration 14F: 3 clusters Score -48323.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Entering Unmasked Estep 
Score: -13872918.000000 Penalty: 2802.717041
	Iteration 0F: 2 clusters Score -1.387292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -13824028.000000 Penalty: 5605.434082
	Iteration 0F: 3 clusters Score -1.382403e+07 nChanged 38258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -13846567.000000 Penalty: 5605.434082
	Iteration 1F: 3 clusters Score -1.384657e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -13849521.000000 Penalty: 5605.434082
	Iteration 2F: 3 clusters Score -1.384952e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -13853181.000000 Penalty: 5605.434082
	Iteration 3F: 3 clusters Score -1.385318e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -13857440.000000 Penalty: 5605.434082
	Iteration 4F: 3 clusters Score -1.385744e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -13861267.000000 Penalty: 5605.434082
	Iteration 5F: 3 clusters Score -1.386127e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 5605.434082
	Iteration 6F: 3 clusters Score -1.386415e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -13865998.000000 Penalty: 5605.434082
	Iteration 7Q: 3 clusters Score -1.3866e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -13867206.000000 Penalty: 5605.434082
	Iteration 8Q: 3 clusters Score -1.386721e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -13868053.000000 Penalty: 5605.434082
	Iteration 9Q: 3 clusters Score -1.386805e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -13868753.000000 Penalty: 5605.434082
	Iteration 10Q: 3 clusters Score -1.386875e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -13869200.000000 Penalty: 5605.434082
	Iteration 11Q: 3 clusters Score -1.38692e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -13869669.000000 Penalty: 5605.434082
	Iteration 12Q: 3 clusters Score -1.386967e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -13869995.000000 Penalty: 5605.434082
	Iteration 13Q: 3 clusters Score -1.387e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -13870290.000000 Penalty: 5605.434082
	Iteration 14Q: 3 clusters Score -1.387029e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -13870598.000000 Penalty: 5605.434082
	Iteration 15Q: 3 clusters Score -1.38706e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -13870854.000000 Penalty: 5605.434082
	Iteration 16Q: 3 clusters Score -1.387085e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -13871051.000000 Penalty: 5605.434082
	Iteration 17Q: 3 clusters Score -1.387105e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -13871187.000000 Penalty: 5605.434082
	Iteration 18Q: 3 clusters Score -1.387119e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -13871378.000000 Penalty: 5605.434082
	Iteration 19Q: 3 clusters Score -1.387138e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -13871604.000000 Penalty: 5605.434082
	Iteration 20F: 3 clusters Score -1.38716e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -13871768.000000 Penalty: 5605.434082
	Iteration 21Q: 3 clusters Score -1.387177e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -13871968.000000 Penalty: 5605.434082
	Iteration 22Q: 3 clusters Score -1.387197e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -13872250.000000 Penalty: 5605.434082
	Iteration 23Q: 3 clusters Score -1.387225e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -13872454.000000 Penalty: 5605.434082
	Iteration 24Q: 3 clusters Score -1.387245e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -13872587.000000 Penalty: 5605.434082
	Iteration 25Q: 3 clusters Score -1.387259e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -13872782.000000 Penalty: 5605.434082
	Iteration 26Q: 3 clusters Score -1.387278e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -13872872.000000 Penalty: 5605.434082
	Iteration 27Q: 3 clusters Score -1.387287e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -13872882.000000 Penalty: 5605.434082
	Iteration 28Q: 3 clusters Score -1.387288e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -13872841.000000 Penalty: 5605.434082
	Iteration 29Q: 3 clusters Score -1.387284e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -13872795.000000 Penalty: 5605.434082
	Iteration 30Q: 3 clusters Score -1.38728e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -13872839.000000 Penalty: 5605.434082
	Iteration 31Q: 3 clusters Score -1.387284e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -13872748.000000 Penalty: 5605.434082
	Iteration 32Q: 3 clusters Score -1.387275e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -13872608.000000 Penalty: 5605.434082
	Iteration 33Q: 3 clusters Score -1.387261e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -13872545.000000 Penalty: 5605.434082
	Iteration 34Q: 3 clusters Score -1.387254e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -13872445.000000 Penalty: 5605.434082
	Iteration 35Q: 3 clusters Score -1.387244e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -13872391.000000 Penalty: 5605.434082
	Iteration 36Q: 3 clusters Score -1.387239e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -13872367.000000 Penalty: 5605.434082
	Iteration 37Q: 3 clusters Score -1.387237e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -13872310.000000 Penalty: 5605.434082
	Iteration 38Q: 3 clusters Score -1.387231e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -13872322.000000 Penalty: 5605.434082
	Iteration 39Q: 3 clusters Score -1.387232e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -13872309.000000 Penalty: 5605.434082
	Iteration 40F: 3 clusters Score -1.387231e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -13872289.000000 Penalty: 5605.434082
	Iteration 41Q: 3 clusters Score -1.387229e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -13872343.000000 Penalty: 5605.434082
	Iteration 42Q: 3 clusters Score -1.387234e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -13872359.000000 Penalty: 5605.434082
	Iteration 43Q: 3 clusters Score -1.387236e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -13872379.000000 Penalty: 5605.434082
	Iteration 44Q: 3 clusters Score -1.387238e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -13872418.000000 Penalty: 5605.434082
	Iteration 45Q: 3 clusters Score -1.387242e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -13872423.000000 Penalty: 5605.434082
	Iteration 46Q: 3 clusters Score -1.387242e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -13872466.000000 Penalty: 5605.434082
	Iteration 47Q: 3 clusters Score -1.387247e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -13872518.000000 Penalty: 5605.434082
	Iteration 48Q: 3 clusters Score -1.387252e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -13872530.000000 Penalty: 5605.434082
	Iteration 49Q: 3 clusters Score -1.387253e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -13872565.000000 Penalty: 5605.434082
	Iteration 50Q: 3 clusters Score -1.387256e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -13872606.000000 Penalty: 5605.434082
	Iteration 51Q: 3 clusters Score -1.387261e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -13872593.000000 Penalty: 5605.434082
	Iteration 52Q: 3 clusters Score -1.387259e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -13872591.000000 Penalty: 5605.434082
	Iteration 53Q: 3 clusters Score -1.387259e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -13872630.000000 Penalty: 5605.434082
	Iteration 54Q: 3 clusters Score -1.387263e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -13872631.000000 Penalty: 5605.434082
	Iteration 55Q: 3 clusters Score -1.387263e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -13872670.000000 Penalty: 5605.434082
	Iteration 56Q: 3 clusters Score -1.387267e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -13872690.000000 Penalty: 5605.434082
	Iteration 57Q: 3 clusters Score -1.387269e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -13872704.000000 Penalty: 5605.434082
	Iteration 58Q: 3 clusters Score -1.38727e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -13872715.000000 Penalty: 5605.434082
	Iteration 59Q: 3 clusters Score -1.387272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -13872723.000000 Penalty: 5605.434082
	Iteration 60F: 3 clusters Score -1.387272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -13872745.000000 Penalty: 5605.434082
	Iteration 61Q: 3 clusters Score -1.387274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -13872732.000000 Penalty: 5605.434082
	Iteration 62Q: 3 clusters Score -1.387273e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -13872720.000000 Penalty: 5605.434082
	Iteration 63Q: 3 clusters Score -1.387272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -13872740.000000 Penalty: 5605.434082
	Iteration 64Q: 3 clusters Score -1.387274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -13872739.000000 Penalty: 5605.434082
	Iteration 65Q: 3 clusters Score -1.387274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -13872743.000000 Penalty: 5605.434082
	Iteration 66Q: 3 clusters Score -1.387274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -13872742.000000 Penalty: 5605.434082
	Iteration 67Q: 3 clusters Score -1.387274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -13872733.000000 Penalty: 5605.434082
	Iteration 68Q: 3 clusters Score -1.387273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -13872742.000000 Penalty: 5605.434082
	Iteration 69Q: 3 clusters Score -1.387274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -13872764.000000 Penalty: 5605.434082
	Iteration 70Q: 3 clusters Score -1.387276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -13872751.000000 Penalty: 5605.434082
	Iteration 71Q: 3 clusters Score -1.387275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -13872767.000000 Penalty: 5605.434082
	Iteration 72Q: 3 clusters Score -1.387277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -13872762.000000 Penalty: 5605.434082
	Iteration 73Q: 3 clusters Score -1.387276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -13872753.000000 Penalty: 5605.434082
	Iteration 74Q: 3 clusters Score -1.387275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -13872744.000000 Penalty: 5605.434082
	Iteration 75Q: 3 clusters Score -1.387274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -13872768.000000 Penalty: 5605.434082
	Iteration 76Q: 3 clusters Score -1.387277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -13872778.000000 Penalty: 5605.434082
	Iteration 77Q: 3 clusters Score -1.387278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -13872760.000000 Penalty: 5605.434082
	Iteration 78Q: 3 clusters Score -1.387276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -13872796.000000 Penalty: 5605.434082
	Iteration 79Q: 3 clusters Score -1.38728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -13872814.000000 Penalty: 5605.434082
	Iteration 80F: 3 clusters Score -1.387281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -13872801.000000 Penalty: 5605.434082
	Iteration 81Q: 3 clusters Score -1.38728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -13872811.000000 Penalty: 5605.434082
	Iteration 82Q: 3 clusters Score -1.387281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -13872803.000000 Penalty: 5605.434082
	Iteration 83Q: 3 clusters Score -1.38728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -13872810.000000 Penalty: 5605.434082
	Iteration 84Q: 3 clusters Score -1.387281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -13872789.000000 Penalty: 5605.434082
	Iteration 85Q: 3 clusters Score -1.387279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -13872793.000000 Penalty: 5605.434082
	Iteration 86Q: 3 clusters Score -1.387279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -13872833.000000 Penalty: 5605.434082
	Iteration 87Q: 3 clusters Score -1.387283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -13872829.000000 Penalty: 5605.434082
	Iteration 88Q: 3 clusters Score -1.387283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -13872810.000000 Penalty: 5605.434082
	Iteration 89Q: 3 clusters Score -1.387281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -13872794.000000 Penalty: 5605.434082
	Iteration 90Q: 3 clusters Score -1.387279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -13872790.000000 Penalty: 5605.434082
	Iteration 91Q: 3 clusters Score -1.387279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -13872798.000000 Penalty: 5605.434082
	Iteration 92Q: 3 clusters Score -1.38728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -13872794.000000 Penalty: 5605.434082
	Iteration 93Q: 3 clusters Score -1.387279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -13872802.000000 Penalty: 5605.434082
	Iteration 94Q: 3 clusters Score -1.38728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -13872802.000000 Penalty: 5605.434082
	Iteration 95F: 3 clusters Score -1.38728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Entering Unmasked Estep 
Score: -2465104.250000 Penalty: 2379.321289
	Iteration 0F: 2 clusters Score -2465104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2454441.000000 Penalty: 4758.642578
	Iteration 0F: 3 clusters Score -2454441 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2458347.250000 Penalty: 4758.642578
	Iteration 1F: 3 clusters Score -2458347 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2459451.000000 Penalty: 4758.642578
	Iteration 2F: 3 clusters Score -2459451 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2460796.750000 Penalty: 4758.642578
	Iteration 3F: 3 clusters Score -2460797 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2462336.250000 Penalty: 4758.642578
	Iteration 4F: 3 clusters Score -2462336 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2463761.000000 Penalty: 4758.642578
	Iteration 5F: 3 clusters Score -2463761 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2464676.500000 Penalty: 4758.642578
	Iteration 6F: 3 clusters Score -2464676 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2465161.500000 Penalty: 4758.642578
	Iteration 7F: 3 clusters Score -2465162 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2465373.250000 Penalty: 4758.642578
	Iteration 8Q: 3 clusters Score -2465373 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2465489.000000 Penalty: 4758.642578
	Iteration 9Q: 3 clusters Score -2465489 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2465557.250000 Penalty: 4758.642578
	Iteration 10Q: 3 clusters Score -2465557 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2465601.000000 Penalty: 4758.642578
	Iteration 11Q: 3 clusters Score -2465601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2465615.750000 Penalty: 4758.642578
	Iteration 12Q: 3 clusters Score -2465616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2465633.750000 Penalty: 4758.642578
	Iteration 13Q: 3 clusters Score -2465634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2465654.000000 Penalty: 4758.642578
	Iteration 14Q: 3 clusters Score -2465654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2465661.500000 Penalty: 4758.642578
	Iteration 15Q: 3 clusters Score -2465662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2465673.000000 Penalty: 4758.642578
	Iteration 16Q: 3 clusters Score -2465673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2465690.250000 Penalty: 4758.642578
	Iteration 17Q: 3 clusters Score -2465690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2465699.000000 Penalty: 4758.642578
	Iteration 18Q: 3 clusters Score -2465699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2465715.000000 Penalty: 4758.642578
	Iteration 19Q: 3 clusters Score -2465715 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2465716.000000 Penalty: 4758.642578
	Iteration 20F: 3 clusters Score -2465716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2465731.750000 Penalty: 4758.642578
	Iteration 21Q: 3 clusters Score -2465732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2465751.250000 Penalty: 4758.642578
	Iteration 22Q: 3 clusters Score -2465751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2465754.000000 Penalty: 4758.642578
	Iteration 23Q: 3 clusters Score -2465754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2465753.000000 Penalty: 4758.642578
	Iteration 24Q: 3 clusters Score -2465753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2465762.750000 Penalty: 4758.642578
	Iteration 25Q: 3 clusters Score -2465763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2465769.750000 Penalty: 4758.642578
	Iteration 26Q: 3 clusters Score -2465770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2465781.000000 Penalty: 4758.642578
	Iteration 27Q: 3 clusters Score -2465781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2465787.750000 Penalty: 4758.642578
	Iteration 28Q: 3 clusters Score -2465788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2465792.000000 Penalty: 4758.642578
	Iteration 29Q: 3 clusters Score -2465792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2465795.750000 Penalty: 4758.642578
	Iteration 30Q: 3 clusters Score -2465796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2465797.500000 Penalty: 4758.642578
	Iteration 31Q: 3 clusters Score -2465798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2465798.250000 Penalty: 4758.642578
	Iteration 32Q: 3 clusters Score -2465798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2465804.500000 Penalty: 4758.642578
	Iteration 33Q: 3 clusters Score -2465804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2465814.500000 Penalty: 4758.642578
	Iteration 34Q: 3 clusters Score -2465814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2465823.500000 Penalty: 4758.642578
	Iteration 35Q: 3 clusters Score -2465824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2465827.000000 Penalty: 4758.642578
	Iteration 36Q: 3 clusters Score -2465827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2465839.250000 Penalty: 4758.642578
	Iteration 37Q: 3 clusters Score -2465839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2465848.000000 Penalty: 4758.642578
	Iteration 38Q: 3 clusters Score -2465848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2465856.000000 Penalty: 4758.642578
	Iteration 39Q: 3 clusters Score -2465856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2465865.500000 Penalty: 4758.642578
	Iteration 40F: 3 clusters Score -2465866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2465874.500000 Penalty: 4758.642578
	Iteration 41Q: 3 clusters Score -2465874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2465885.750000 Penalty: 4758.642578
	Iteration 42Q: 3 clusters Score -2465886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2465896.750000 Penalty: 4758.642578
	Iteration 43Q: 3 clusters Score -2465897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2465903.500000 Penalty: 4758.642578
	Iteration 44Q: 3 clusters Score -2465904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2465917.750000 Penalty: 4758.642578
	Iteration 45Q: 3 clusters Score -2465918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2465928.500000 Penalty: 4758.642578
	Iteration 46Q: 3 clusters Score -2465928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2465933.000000 Penalty: 4758.642578
	Iteration 47Q: 3 clusters Score -2465933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2465946.000000 Penalty: 4758.642578
	Iteration 48Q: 3 clusters Score -2465946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2465956.750000 Penalty: 4758.642578
	Iteration 49Q: 3 clusters Score -2465957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2465956.750000 Penalty: 4758.642578
	Iteration 50Q: 3 clusters Score -2465957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2465957.500000 Penalty: 4758.642578
	Iteration 51Q: 3 clusters Score -2465958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2465965.250000 Penalty: 4758.642578
	Iteration 52Q: 3 clusters Score -2465965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2465963.250000 Penalty: 4758.642578
	Iteration 53Q: 3 clusters Score -2465963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2465962.500000 Penalty: 4758.642578
	Iteration 54Q: 3 clusters Score -2465962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2465967.250000 Penalty: 4758.642578
	Iteration 55Q: 3 clusters Score -2465967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2465971.500000 Penalty: 4758.642578
	Iteration 56Q: 3 clusters Score -2465972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2465965.750000 Penalty: 4758.642578
	Iteration 57Q: 3 clusters Score -2465966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2465969.000000 Penalty: 4758.642578
	Iteration 58Q: 3 clusters Score -2465969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2465970.500000 Penalty: 4758.642578
	Iteration 59Q: 3 clusters Score -2465970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2465973.000000 Penalty: 4758.642578
	Iteration 60F: 3 clusters Score -2465973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2465970.250000 Penalty: 4758.642578
	Iteration 61Q: 3 clusters Score -2465970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2465968.250000 Penalty: 4758.642578
	Iteration 62Q: 3 clusters Score -2465968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2465971.500000 Penalty: 4758.642578
	Iteration 63Q: 3 clusters Score -2465972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2465973.750000 Penalty: 4758.642578
	Iteration 64Q: 3 clusters Score -2465974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2465980.000000 Penalty: 4758.642578
	Iteration 65Q: 3 clusters Score -2465980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2465976.750000 Penalty: 4758.642578
	Iteration 66Q: 3 clusters Score -2465977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2465978.000000 Penalty: 4758.642578
	Iteration 67Q: 3 clusters Score -2465978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2465978.750000 Penalty: 4758.642578
	Iteration 68Q: 3 clusters Score -2465979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2465977.750000 Penalty: 4758.642578
	Iteration 69Q: 3 clusters Score -2465978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2465980.000000 Penalty: 4758.642578
	Iteration 70Q: 3 clusters Score -2465980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2465982.750000 Penalty: 4758.642578
	Iteration 71Q: 3 clusters Score -2465983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2465984.250000 Penalty: 4758.642578
	Iteration 72Q: 3 clusters Score -2465984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2465980.500000 Penalty: 4758.642578
	Iteration 73Q: 3 clusters Score -2465980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2465978.000000 Penalty: 4758.642578
	Iteration 74Q: 3 clusters Score -2465978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2465979.250000 Penalty: 4758.642578
	Iteration 75Q: 3 clusters Score -2465979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2465979.250000 Penalty: 4758.642578
	Iteration 76F: 3 clusters Score -2465979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 210 members 
Mstep: Class 55 contains 12340 members 
Mstep: Class 56 contains 3543 members 
Entering Unmasked Estep 
Score: -117117896.000000 Penalty: 186635.078125
Splitting cluster 30 changes total score from -117025800.000000 to -117117896.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 31 (54499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Entering Unmasked Estep 
Score: -9859687.000000 Penalty: 2704.672363
	Iteration 0F: 2 clusters Score -9859687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -9837622.000000 Penalty: 5409.344727
	Iteration 0F: 3 clusters Score -9837622 nChanged 25413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -9851520.000000 Penalty: 5409.344727
	Iteration 1F: 3 clusters Score -9851520 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -9852166.000000 Penalty: 5409.344727
	Iteration 2Q: 3 clusters Score -9852166 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -9852758.000000 Penalty: 5409.344727
	Iteration 3Q: 3 clusters Score -9852758 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -9853350.000000 Penalty: 5409.344727
	Iteration 4Q: 3 clusters Score -9853350 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -9854126.000000 Penalty: 5409.344727
	Iteration 5Q: 3 clusters Score -9854126 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -9855077.000000 Penalty: 5409.344727
	Iteration 6Q: 3 clusters Score -9855077 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -9856578.000000 Penalty: 5409.344727
	Iteration 7Q: 3 clusters Score -9856578 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9858689.000000 Penalty: 5409.344727
	Iteration 8F: 3 clusters Score -9858689 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -9860681.000000 Penalty: 5409.344727
	Iteration 9F: 3 clusters Score -9860681 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -9862109.000000 Penalty: 5409.344727
	Iteration 10F: 3 clusters Score -9862109 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -9862682.000000 Penalty: 5409.344727
	Iteration 11Q: 3 clusters Score -9862682 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -9862915.000000 Penalty: 5409.344727
	Iteration 12Q: 3 clusters Score -9862915 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -9862963.000000 Penalty: 5409.344727
	Iteration 13Q: 3 clusters Score -9862963 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9863071.000000 Penalty: 5409.344727
	Iteration 14Q: 3 clusters Score -9863071 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -9863126.000000 Penalty: 5409.344727
	Iteration 15Q: 3 clusters Score -9863126 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9863269.000000 Penalty: 5409.344727
	Iteration 16Q: 3 clusters Score -9863269 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -9863373.000000 Penalty: 5409.344727
	Iteration 17Q: 3 clusters Score -9863373 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -9863479.000000 Penalty: 5409.344727
	Iteration 18Q: 3 clusters Score -9863479 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9863595.000000 Penalty: 5409.344727
	Iteration 19Q: 3 clusters Score -9863595 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -9863669.000000 Penalty: 5409.344727
	Iteration 20F: 3 clusters Score -9863669 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -9863807.000000 Penalty: 5409.344727
	Iteration 21Q: 3 clusters Score -9863807 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -9863956.000000 Penalty: 5409.344727
	Iteration 22Q: 3 clusters Score -9863956 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -9864058.000000 Penalty: 5409.344727
	Iteration 23Q: 3 clusters Score -9864058 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -9864235.000000 Penalty: 5409.344727
	Iteration 24Q: 3 clusters Score -9864235 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -9864364.000000 Penalty: 5409.344727
	Iteration 25Q: 3 clusters Score -9864364 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -9864509.000000 Penalty: 5409.344727
	Iteration 26Q: 3 clusters Score -9864509 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -9864649.000000 Penalty: 5409.344727
	Iteration 27Q: 3 clusters Score -9864649 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -9864754.000000 Penalty: 5409.344727
	Iteration 28Q: 3 clusters Score -9864754 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -9864876.000000 Penalty: 5409.344727
	Iteration 29Q: 3 clusters Score -9864876 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -9865022.000000 Penalty: 5409.344727
	Iteration 30Q: 3 clusters Score -9865022 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -9865146.000000 Penalty: 5409.344727
	Iteration 31Q: 3 clusters Score -9865146 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9865344.000000 Penalty: 5409.344727
	Iteration 32Q: 3 clusters Score -9865344 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -9865636.000000 Penalty: 5409.344727
	Iteration 33Q: 3 clusters Score -9865636 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -9865923.000000 Penalty: 5409.344727
	Iteration 34Q: 3 clusters Score -9865923 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -9866193.000000 Penalty: 5409.344727
	Iteration 35Q: 3 clusters Score -9866193 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -9866450.000000 Penalty: 5409.344727
	Iteration 36Q: 3 clusters Score -9866450 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9866649.000000 Penalty: 5409.344727
	Iteration 37Q: 3 clusters Score -9866649 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9866676.000000 Penalty: 5409.344727
	Iteration 38Q: 3 clusters Score -9866676 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -9866624.000000 Penalty: 5409.344727
	Iteration 39Q: 3 clusters Score -9866624 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -9866690.000000 Penalty: 5409.344727
	Iteration 40F: 3 clusters Score -9866690 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -9866599.000000 Penalty: 5409.344727
	Iteration 41Q: 3 clusters Score -9866599 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -9866607.000000 Penalty: 5409.344727
	Iteration 42Q: 3 clusters Score -9866607 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -9866556.000000 Penalty: 5409.344727
	Iteration 43Q: 3 clusters Score -9866556 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -9866500.000000 Penalty: 5409.344727
	Iteration 44Q: 3 clusters Score -9866500 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -9866578.000000 Penalty: 5409.344727
	Iteration 45Q: 3 clusters Score -9866578 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -9866599.000000 Penalty: 5409.344727
	Iteration 46Q: 3 clusters Score -9866599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -9866598.000000 Penalty: 5409.344727
	Iteration 47Q: 3 clusters Score -9866598 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -9866613.000000 Penalty: 5409.344727
	Iteration 48Q: 3 clusters Score -9866613 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9866668.000000 Penalty: 5409.344727
	Iteration 49Q: 3 clusters Score -9866668 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -9866714.000000 Penalty: 5409.344727
	Iteration 50Q: 3 clusters Score -9866714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -9866815.000000 Penalty: 5409.344727
	Iteration 51Q: 3 clusters Score -9866815 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -9866884.000000 Penalty: 5409.344727
	Iteration 52Q: 3 clusters Score -9866884 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9866921.000000 Penalty: 5409.344727
	Iteration 53Q: 3 clusters Score -9866921 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -9866922.000000 Penalty: 5409.344727
	Iteration 54Q: 3 clusters Score -9866922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -9866944.000000 Penalty: 5409.344727
	Iteration 55Q: 3 clusters Score -9866944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -9866964.000000 Penalty: 5409.344727
	Iteration 56Q: 3 clusters Score -9866964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9866988.000000 Penalty: 5409.344727
	Iteration 57Q: 3 clusters Score -9866988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -9867009.000000 Penalty: 5409.344727
	Iteration 58Q: 3 clusters Score -9867009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -9867029.000000 Penalty: 5409.344727
	Iteration 59Q: 3 clusters Score -9867029 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -9867062.000000 Penalty: 5409.344727
	Iteration 60F: 3 clusters Score -9867062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9867085.000000 Penalty: 5409.344727
	Iteration 61Q: 3 clusters Score -9867085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -9867103.000000 Penalty: 5409.344727
	Iteration 62Q: 3 clusters Score -9867103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -9867121.000000 Penalty: 5409.344727
	Iteration 63Q: 3 clusters Score -9867121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -9867136.000000 Penalty: 5409.344727
	Iteration 64Q: 3 clusters Score -9867136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -9867140.000000 Penalty: 5409.344727
	Iteration 65Q: 3 clusters Score -9867140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -9867144.000000 Penalty: 5409.344727
	Iteration 66Q: 3 clusters Score -9867144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -9867164.000000 Penalty: 5409.344727
	Iteration 67Q: 3 clusters Score -9867164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -9867173.000000 Penalty: 5409.344727
	Iteration 68Q: 3 clusters Score -9867173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -9867195.000000 Penalty: 5409.344727
	Iteration 69Q: 3 clusters Score -9867195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -9867185.000000 Penalty: 5409.344727
	Iteration 70Q: 3 clusters Score -9867185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -9867208.000000 Penalty: 5409.344727
	Iteration 71Q: 3 clusters Score -9867208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -9867218.000000 Penalty: 5409.344727
	Iteration 72Q: 3 clusters Score -9867218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -9867218.000000 Penalty: 5409.344727
	Iteration 73Q: 3 clusters Score -9867218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -9867220.000000 Penalty: 5409.344727
	Iteration 74Q: 3 clusters Score -9867220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -9867209.000000 Penalty: 5409.344727
	Iteration 75Q: 3 clusters Score -9867209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -9867223.000000 Penalty: 5409.344727
	Iteration 76Q: 3 clusters Score -9867223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9867228.000000 Penalty: 5409.344727
	Iteration 77Q: 3 clusters Score -9867228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -9867235.000000 Penalty: 5409.344727
	Iteration 78Q: 3 clusters Score -9867235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -9867241.000000 Penalty: 5409.344727
	Iteration 79Q: 3 clusters Score -9867241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -9867256.000000 Penalty: 5409.344727
	Iteration 80F: 3 clusters Score -9867256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -9867260.000000 Penalty: 5409.344727
	Iteration 81Q: 3 clusters Score -9867260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -9867279.000000 Penalty: 5409.344727
	Iteration 82Q: 3 clusters Score -9867279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -9867274.000000 Penalty: 5409.344727
	Iteration 83Q: 3 clusters Score -9867274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -9867285.000000 Penalty: 5409.344727
	Iteration 84Q: 3 clusters Score -9867285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -9867292.000000 Penalty: 5409.344727
	Iteration 85Q: 3 clusters Score -9867292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -9867305.000000 Penalty: 5409.344727
	Iteration 86Q: 3 clusters Score -9867305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -9867306.000000 Penalty: 5409.344727
	Iteration 87Q: 3 clusters Score -9867306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -9867312.000000 Penalty: 5409.344727
	Iteration 88Q: 3 clusters Score -9867312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -9867305.000000 Penalty: 5409.344727
	Iteration 89Q: 3 clusters Score -9867305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -9867309.000000 Penalty: 5409.344727
	Iteration 90Q: 3 clusters Score -9867309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9867308.000000 Penalty: 5409.344727
	Iteration 91Q: 3 clusters Score -9867308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -9867308.000000 Penalty: 5409.344727
	Iteration 92Q: 3 clusters Score -9867308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9867305.000000 Penalty: 5409.344727
	Iteration 93Q: 3 clusters Score -9867305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -9867305.000000 Penalty: 5409.344727
	Iteration 94Q: 3 clusters Score -9867305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -9867318.000000 Penalty: 5409.344727
	Iteration 95Q: 3 clusters Score -9867318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9867321.000000 Penalty: 5409.344727
	Iteration 96Q: 3 clusters Score -9867321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -9867321.000000 Penalty: 5409.344727
	Iteration 97Q: 3 clusters Score -9867321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -9867315.000000 Penalty: 5409.344727
	Iteration 98Q: 3 clusters Score -9867315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9867329.000000 Penalty: 5409.344727
	Iteration 99Q: 3 clusters Score -9867329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -9867335.000000 Penalty: 5409.344727
	Iteration 100F: 3 clusters Score -9867335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9867349.000000 Penalty: 5409.344727
	Iteration 101Q: 3 clusters Score -9867349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -9867360.000000 Penalty: 5409.344727
	Iteration 102Q: 3 clusters Score -9867360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9867357.000000 Penalty: 5409.344727
	Iteration 103Q: 3 clusters Score -9867357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -9867348.000000 Penalty: 5409.344727
	Iteration 104Q: 3 clusters Score -9867348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9867348.000000 Penalty: 5409.344727
	Iteration 105Q: 3 clusters Score -9867348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9867348.000000 Penalty: 5409.344727
	Iteration 106Q: 3 clusters Score -9867348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9867349.000000 Penalty: 5409.344727
	Iteration 107Q: 3 clusters Score -9867349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9867349.000000 Penalty: 5409.344727
	Iteration 108Q: 3 clusters Score -9867349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -9867354.000000 Penalty: 5409.344727
	Iteration 109Q: 3 clusters Score -9867354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -9867358.000000 Penalty: 5409.344727
	Iteration 110Q: 3 clusters Score -9867358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -9867358.000000 Penalty: 5409.344727
	Iteration 111Q: 3 clusters Score -9867358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -9867358.000000 Penalty: 5409.344727
	Iteration 112F: 3 clusters Score -9867358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 17511 members 
Mstep: Class 32 contains 45697 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 210 members 
Mstep: Class 55 contains 12340 members 
Mstep: Class 56 contains 3543 members 
Mstep: Class 57 contains 36988 members 
Entering Unmasked Estep 
Score: -117124104.000000 Penalty: 189967.843750
Splitting cluster 31 changes total score from -117025800.000000 to -117124104.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 32 (45697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Entering Unmasked Estep 
Score: -8229789.500000 Penalty: 2660.987305
	Iteration 0F: 2 clusters Score -8229790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8206668.000000 Penalty: 5321.974609
	Iteration 0F: 3 clusters Score -8206668 nChanged 21125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -8218167.000000 Penalty: 5321.974609
	Iteration 1F: 3 clusters Score -8218167 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -8218800.500000 Penalty: 5321.974609
	Iteration 2Q: 3 clusters Score -8218800 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -8219430.500000 Penalty: 5321.974609
	Iteration 3Q: 3 clusters Score -8219430 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8220183.000000 Penalty: 5321.974609
	Iteration 4Q: 3 clusters Score -8220183 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8221079.000000 Penalty: 5321.974609
	Iteration 5Q: 3 clusters Score -8221079 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8222292.500000 Penalty: 5321.974609
	Iteration 6F: 3 clusters Score -8222292 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8224034.000000 Penalty: 5321.974609
	Iteration 7F: 3 clusters Score -8224034 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8225815.500000 Penalty: 5321.974609
	Iteration 8F: 3 clusters Score -8225816 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8227093.000000 Penalty: 5321.974609
	Iteration 9F: 3 clusters Score -8227093 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8227753.000000 Penalty: 5321.974609
	Iteration 10Q: 3 clusters Score -8227753 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -8228288.000000 Penalty: 5321.974609
	Iteration 11Q: 3 clusters Score -8228288 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8228864.500000 Penalty: 5321.974609
	Iteration 12Q: 3 clusters Score -8228864 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8229696.500000 Penalty: 5321.974609
	Iteration 13Q: 3 clusters Score -8229696 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8231025.500000 Penalty: 5321.974609
	Iteration 14Q: 3 clusters Score -8231026 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8232925.000000 Penalty: 5321.974609
	Iteration 15Q: 3 clusters Score -8232925 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -8234982.500000 Penalty: 5321.974609
	Iteration 16Q: 3 clusters Score -8234982 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8236311.000000 Penalty: 5321.974609
	Iteration 17Q: 3 clusters Score -8236311 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8237189.500000 Penalty: 5321.974609
	Iteration 18Q: 3 clusters Score -8237190 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8237837.500000 Penalty: 5321.974609
	Iteration 19Q: 3 clusters Score -8237838 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8238335.500000 Penalty: 5321.974609
	Iteration 20F: 3 clusters Score -8238336 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8238642.500000 Penalty: 5321.974609
	Iteration 21Q: 3 clusters Score -8238642 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8238871.500000 Penalty: 5321.974609
	Iteration 22Q: 3 clusters Score -8238872 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8239184.000000 Penalty: 5321.974609
	Iteration 23Q: 3 clusters Score -8239184 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -8239469.000000 Penalty: 5321.974609
	Iteration 24Q: 3 clusters Score -8239469 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8239837.000000 Penalty: 5321.974609
	Iteration 25Q: 3 clusters Score -8239837 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -8240231.000000 Penalty: 5321.974609
	Iteration 26Q: 3 clusters Score -8240231 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -8240663.500000 Penalty: 5321.974609
	Iteration 27Q: 3 clusters Score -8240664 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8241206.000000 Penalty: 5321.974609
	Iteration 28Q: 3 clusters Score -8241206 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -8241756.000000 Penalty: 5321.974609
	Iteration 29Q: 3 clusters Score -8241756 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -8242145.000000 Penalty: 5321.974609
	Iteration 30Q: 3 clusters Score -8242145 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -8242511.500000 Penalty: 5321.974609
	Iteration 31Q: 3 clusters Score -8242512 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -8242778.500000 Penalty: 5321.974609
	Iteration 32Q: 3 clusters Score -8242778 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -8242897.500000 Penalty: 5321.974609
	Iteration 33Q: 3 clusters Score -8242898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -8243004.500000 Penalty: 5321.974609
	Iteration 34Q: 3 clusters Score -8243004 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -8243053.000000 Penalty: 5321.974609
	Iteration 35Q: 3 clusters Score -8243053 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -8243087.000000 Penalty: 5321.974609
	Iteration 36Q: 3 clusters Score -8243087 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -8243072.500000 Penalty: 5321.974609
	Iteration 37Q: 3 clusters Score -8243072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -8243088.000000 Penalty: 5321.974609
	Iteration 38Q: 3 clusters Score -8243088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -8243080.500000 Penalty: 5321.974609
	Iteration 39Q: 3 clusters Score -8243080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -8243074.000000 Penalty: 5321.974609
	Iteration 40F: 3 clusters Score -8243074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -8243100.500000 Penalty: 5321.974609
	Iteration 41Q: 3 clusters Score -8243100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -8243091.500000 Penalty: 5321.974609
	Iteration 42Q: 3 clusters Score -8243092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -8243089.000000 Penalty: 5321.974609
	Iteration 43Q: 3 clusters Score -8243089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -8243105.000000 Penalty: 5321.974609
	Iteration 44Q: 3 clusters Score -8243105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8243112.500000 Penalty: 5321.974609
	Iteration 45Q: 3 clusters Score -8243112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8243113.500000 Penalty: 5321.974609
	Iteration 46Q: 3 clusters Score -8243114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -8243104.000000 Penalty: 5321.974609
	Iteration 47Q: 3 clusters Score -8243104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -8243101.500000 Penalty: 5321.974609
	Iteration 48Q: 3 clusters Score -8243102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -8243097.000000 Penalty: 5321.974609
	Iteration 49Q: 3 clusters Score -8243097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8243105.000000 Penalty: 5321.974609
	Iteration 50Q: 3 clusters Score -8243105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -8243112.000000 Penalty: 5321.974609
	Iteration 51Q: 3 clusters Score -8243112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -8243104.500000 Penalty: 5321.974609
	Iteration 52Q: 3 clusters Score -8243104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -8243114.000000 Penalty: 5321.974609
	Iteration 53Q: 3 clusters Score -8243114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -8243117.000000 Penalty: 5321.974609
	Iteration 54Q: 3 clusters Score -8243117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8243112.000000 Penalty: 5321.974609
	Iteration 55Q: 3 clusters Score -8243112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8243112.000000 Penalty: 5321.974609
	Iteration 56F: 3 clusters Score -8243112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 17511 members 
Mstep: Class 32 contains 32571 members 
Mstep: Class 33 contains 17533 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 3150 members 
Mstep: Class 39 contains 9006 members 
Mstep: Class 40 contains 4420 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 414 members 
Mstep: Class 44 contains 418 members 
Mstep: Class 45 contains 3077 members 
Mstep: Class 46 contains 754 members 
Mstep: Class 47 contains 55194 members 
Mstep: Class 48 contains 45570 members 
Mstep: Class 49 contains 54558 members 
Mstep: Class 50 contains 10603 members 
Mstep: Class 51 contains 10658 members 
Mstep: Class 52 contains 18202 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 210 members 
Mstep: Class 55 contains 12340 members 
Mstep: Class 56 contains 3543 members 
Mstep: Class 57 contains 36988 members 
Mstep: Class 58 contains 13126 members 
Entering Unmasked Estep 
Score: -117137232.000000 Penalty: 193300.609375
Splitting cluster 32 changes total score from -117025800.000000 to -117137232.000000
So it's getting split into cluster 58.
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 7562 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 235 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 12543 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 80925 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 17511 members 
Mstep: Class 32 contains 32571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117163456.000000 Penalty: 193300.609375
Iteration 79Q: 59 clusters Score -1.171635e+08 nChanged 28673
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 22713 members 
Mstep: Class 10 contains 236 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 43668 members 
Mstep: Class 17 contains 34674 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 22 contains 6144 members 
Mstep: Class 23 contains 15270 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 363 members 
Mstep: Class 26 contains 202 members 
Mstep: Class 27 contains 2004 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 81290 members 
Mstep: Class 30 contains 11212 members 
Mstep: Class 31 contains 18235 members 
Mstep: Class 32 contains 36158 members 
Mstep: Class 33 contains 16424 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 1417 members 
Mstep: Class 38 contains 2778 members 
Mstep: Class 39 contains 8802 members 
Mstep: Class 40 contains 3592 members 
Mstep: Class 41 contains 19640 members 
Mstep: Class 42 contains 361 members 
Mstep: Class 43 contains 413 members 
Mstep: Class 44 contains 395 members 
Mstep: Class 45 contains 3710 members 
Mstep: Class 46 contains 752 members 
Mstep: Class 47 contains 54383 members 
Mstep: Class 48 contains 44120 members 
Mstep: Class 49 contains 50123 members 
Mstep: Class 50 contains 10466 members 
Mstep: Class 51 contains 8969 members 
Mstep: Class 52 contains 17647 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 212 members 
Mstep: Class 55 contains 12237 members 
Mstep: Class 56 contains 3457 members 
Mstep: Class 57 contains 37039 members 
Mstep: Class 58 contains 14095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117189160.000000 Penalty: 193300.609375
Iteration 80F: 59 clusters Score -1.171892e+08 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 7661 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 6102 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 22856 members 
Mstep: Class 10 contains 241 members 
Mstep: Class 11 contains 490 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 16 contains 42589 members 
Mstep: Class 17 contains 34601 members 
Mstep: Class 18 contains 11380 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 13859 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 14774 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 287 members 
Mstep: Class 29 contains 79169 members 
Mstep: Class 30 contains 11215 members 
Mstep: Class 31 contains 18841 members 
Mstep: Class 32 contains 37421 members 
Mstep: Class 33 contains 15969 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 1519 members 
Mstep: Class 38 contains 2668 members 
Mstep: Class 39 contains 9103 members 
Mstep: Class 40 contains 3518 members 
Mstep: Class 41 contains 20199 members 
Mstep: Class 42 contains 370 members 
Mstep: Class 43 contains 417 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 4030 members 
Mstep: Class 46 contains 755 members 
Mstep: Class 47 contains 54359 members 
Mstep: Class 48 contains 43961 members 
Mstep: Class 49 contains 48946 members 
Mstep: Class 50 contains 10836 members 
Mstep: Class 51 contains 9105 members 
Mstep: Class 52 contains 17369 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 213 members 
Mstep: Class 55 contains 12293 members 
Mstep: Class 56 contains 3618 members 
Mstep: Class 57 contains 38752 members 
Mstep: Class 58 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117200768.000000 Penalty: 193300.609375
Iteration 81Q: 59 clusters Score -1.172008e+08 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 1011 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 23102 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 41722 members 
Mstep: Class 17 contains 34577 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 13936 members 
Mstep: Class 21 contains 12563 members 
Mstep: Class 22 contains 5615 members 
Mstep: Class 23 contains 14413 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 350 members 
Mstep: Class 26 contains 242 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 279 members 
Mstep: Class 29 contains 78390 members 
Mstep: Class 30 contains 11218 members 
Mstep: Class 31 contains 19593 members 
Mstep: Class 32 contains 38214 members 
Mstep: Class 33 contains 15563 members 
Mstep: Class 34 contains 2023 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 1328 members 
Mstep: Class 37 contains 1562 members 
Mstep: Class 38 contains 2616 members 
Mstep: Class 39 contains 9259 members 
Mstep: Class 40 contains 3542 members 
Mstep: Class 41 contains 20297 members 
Mstep: Class 42 contains 373 members 
Mstep: Class 43 contains 422 members 
Mstep: Class 44 contains 408 members 
Mstep: Class 45 contains 4197 members 
Mstep: Class 46 contains 755 members 
Mstep: Class 47 contains 54323 members 
Mstep: Class 48 contains 43202 members 
Mstep: Class 49 contains 47902 members 
Mstep: Class 50 contains 10991 members 
Mstep: Class 51 contains 9046 members 
Mstep: Class 52 contains 17272 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 215 members 
Mstep: Class 55 contains 12294 members 
Mstep: Class 56 contains 3649 members 
Mstep: Class 57 contains 39892 members 
Mstep: Class 58 contains 15428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117204352.000000 Penalty: 193300.609375
Iteration 82Q: 59 clusters Score -1.172044e+08 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 23387 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5140 members 
Mstep: Class 16 contains 40957 members 
Mstep: Class 17 contains 34575 members 
Mstep: Class 18 contains 11617 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 13989 members 
Mstep: Class 21 contains 12501 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 14158 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 345 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 78121 members 
Mstep: Class 30 contains 11213 members 
Mstep: Class 31 contains 20378 members 
Mstep: Class 32 contains 38782 members 
Mstep: Class 33 contains 15184 members 
Mstep: Class 34 contains 2046 members 
Mstep: Class 35 contains 2335 members 
Mstep: Class 36 contains 1384 members 
Mstep: Class 37 contains 1580 members 
Mstep: Class 38 contains 2560 members 
Mstep: Class 39 contains 9378 members 
Mstep: Class 40 contains 3633 members 
Mstep: Class 41 contains 20236 members 
Mstep: Class 42 contains 372 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 411 members 
Mstep: Class 45 contains 4290 members 
Mstep: Class 46 contains 755 members 
Mstep: Class 47 contains 54313 members 
Mstep: Class 48 contains 42320 members 
Mstep: Class 49 contains 47001 members 
Mstep: Class 50 contains 11070 members 
Mstep: Class 51 contains 8940 members 
Mstep: Class 52 contains 17208 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 12271 members 
Mstep: Class 56 contains 3647 members 
Mstep: Class 57 contains 40657 members 
Mstep: Class 58 contains 15974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117206976.000000 Penalty: 193300.609375
Iteration 83Q: 59 clusters Score -1.17207e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10285 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 3715 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 23675 members 
Mstep: Class 10 contains 260 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 40351 members 
Mstep: Class 17 contains 34567 members 
Mstep: Class 18 contains 11728 members 
Mstep: Class 19 contains 8845 members 
Mstep: Class 20 contains 14027 members 
Mstep: Class 21 contains 12474 members 
Mstep: Class 22 contains 5467 members 
Mstep: Class 23 contains 14006 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 338 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 273 members 
Mstep: Class 29 contains 77994 members 
Mstep: Class 30 contains 11208 members 
Mstep: Class 31 contains 21088 members 
Mstep: Class 32 contains 39178 members 
Mstep: Class 33 contains 14868 members 
Mstep: Class 34 contains 2062 members 
Mstep: Class 35 contains 2326 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 1583 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 9475 members 
Mstep: Class 40 contains 3746 members 
Mstep: Class 41 contains 20113 members 
Mstep: Class 42 contains 366 members 
Mstep: Class 43 contains 436 members 
Mstep: Class 44 contains 413 members 
Mstep: Class 45 contains 4355 members 
Mstep: Class 46 contains 755 members 
Mstep: Class 47 contains 54316 members 
Mstep: Class 48 contains 41612 members 
Mstep: Class 49 contains 46353 members 
Mstep: Class 50 contains 11128 members 
Mstep: Class 51 contains 8830 members 
Mstep: Class 52 contains 17126 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 12261 members 
Mstep: Class 56 contains 3657 members 
Mstep: Class 57 contains 41130 members 
Mstep: Class 58 contains 16397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117209200.000000 Penalty: 193300.609375
Iteration 84Q: 59 clusters Score -1.172092e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10244 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 7699 members 
Mstep: Class 6 contains 3666 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 23992 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 39790 members 
Mstep: Class 17 contains 34568 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 9038 members 
Mstep: Class 20 contains 14054 members 
Mstep: Class 21 contains 12437 members 
Mstep: Class 22 contains 5409 members 
Mstep: Class 23 contains 13850 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 77983 members 
Mstep: Class 30 contains 11202 members 
Mstep: Class 31 contains 21766 members 
Mstep: Class 32 contains 39460 members 
Mstep: Class 33 contains 14590 members 
Mstep: Class 34 contains 2072 members 
Mstep: Class 35 contains 2313 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1578 members 
Mstep: Class 38 contains 2509 members 
Mstep: Class 39 contains 9552 members 
Mstep: Class 40 contains 3858 members 
Mstep: Class 41 contains 19921 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 417 members 
Mstep: Class 45 contains 4393 members 
Mstep: Class 46 contains 755 members 
Mstep: Class 47 contains 54272 members 
Mstep: Class 48 contains 41034 members 
Mstep: Class 49 contains 45795 members 
Mstep: Class 50 contains 11168 members 
Mstep: Class 51 contains 8747 members 
Mstep: Class 52 contains 17063 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 12247 members 
Mstep: Class 56 contains 3654 members 
Mstep: Class 57 contains 41403 members 
Mstep: Class 58 contains 16796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117210736.000000 Penalty: 193300.609375
Iteration 85Q: 59 clusters Score -1.172107e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 24304 members 
Mstep: Class 10 contains 267 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 39255 members 
Mstep: Class 17 contains 34575 members 
Mstep: Class 18 contains 11882 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 14078 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77994 members 
Mstep: Class 30 contains 11194 members 
Mstep: Class 31 contains 22496 members 
Mstep: Class 32 contains 39644 members 
Mstep: Class 33 contains 14346 members 
Mstep: Class 34 contains 2075 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 1583 members 
Mstep: Class 38 contains 2487 members 
Mstep: Class 39 contains 9617 members 
Mstep: Class 40 contains 3950 members 
Mstep: Class 41 contains 19727 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 422 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 756 members 
Mstep: Class 47 contains 54270 members 
Mstep: Class 48 contains 40447 members 
Mstep: Class 49 contains 45293 members 
Mstep: Class 50 contains 11191 members 
Mstep: Class 51 contains 8660 members 
Mstep: Class 52 contains 16961 members 
Mstep: Class 53 contains 226 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12229 members 
Mstep: Class 56 contains 3648 members 
Mstep: Class 57 contains 41597 members 
Mstep: Class 58 contains 17145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117211464.000000 Penalty: 193300.609375
Iteration 86Q: 59 clusters Score -1.172115e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 24585 members 
Mstep: Class 10 contains 270 members 
Mstep: Class 11 contains 477 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 38750 members 
Mstep: Class 17 contains 34578 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 14094 members 
Mstep: Class 21 contains 12398 members 
Mstep: Class 22 contains 5321 members 
Mstep: Class 23 contains 13709 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2225 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 78038 members 
Mstep: Class 30 contains 11198 members 
Mstep: Class 31 contains 23235 members 
Mstep: Class 32 contains 39773 members 
Mstep: Class 33 contains 14110 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 1599 members 
Mstep: Class 37 contains 1593 members 
Mstep: Class 38 contains 2462 members 
Mstep: Class 39 contains 9656 members 
Mstep: Class 40 contains 4036 members 
Mstep: Class 41 contains 19552 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4448 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54271 members 
Mstep: Class 48 contains 39927 members 
Mstep: Class 49 contains 44918 members 
Mstep: Class 50 contains 11204 members 
Mstep: Class 51 contains 8577 members 
Mstep: Class 52 contains 16856 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12219 members 
Mstep: Class 56 contains 3638 members 
Mstep: Class 57 contains 41706 members 
Mstep: Class 58 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117213984.000000 Penalty: 193300.609375
Iteration 87Q: 59 clusters Score -1.17214e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 24854 members 
Mstep: Class 10 contains 273 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4229 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5530 members 
Mstep: Class 16 contains 38293 members 
Mstep: Class 17 contains 34578 members 
Mstep: Class 18 contains 11989 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 14103 members 
Mstep: Class 21 contains 12371 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 13656 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 78033 members 
Mstep: Class 30 contains 11193 members 
Mstep: Class 31 contains 24006 members 
Mstep: Class 32 contains 39851 members 
Mstep: Class 33 contains 13892 members 
Mstep: Class 34 contains 2090 members 
Mstep: Class 35 contains 2250 members 
Mstep: Class 36 contains 1654 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2432 members 
Mstep: Class 39 contains 9722 members 
Mstep: Class 40 contains 4116 members 
Mstep: Class 41 contains 19377 members 
Mstep: Class 42 contains 384 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4471 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54286 members 
Mstep: Class 48 contains 39514 members 
Mstep: Class 49 contains 44619 members 
Mstep: Class 50 contains 11211 members 
Mstep: Class 51 contains 8472 members 
Mstep: Class 52 contains 16752 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12208 members 
Mstep: Class 56 contains 3644 members 
Mstep: Class 57 contains 41642 members 
Mstep: Class 58 contains 17635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117215456.000000 Penalty: 193300.609375
Iteration 88Q: 59 clusters Score -1.172155e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10146 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 25126 members 
Mstep: Class 10 contains 275 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 34575 members 
Mstep: Class 18 contains 12068 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 14110 members 
Mstep: Class 21 contains 12346 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 13613 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2240 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 78022 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 24711 members 
Mstep: Class 32 contains 39888 members 
Mstep: Class 33 contains 13685 members 
Mstep: Class 34 contains 2101 members 
Mstep: Class 35 contains 2226 members 
Mstep: Class 36 contains 1689 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2424 members 
Mstep: Class 39 contains 9776 members 
Mstep: Class 40 contains 4173 members 
Mstep: Class 41 contains 19199 members 
Mstep: Class 42 contains 384 members 
Mstep: Class 43 contains 456 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4492 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54314 members 
Mstep: Class 48 contains 39173 members 
Mstep: Class 49 contains 44392 members 
Mstep: Class 50 contains 11219 members 
Mstep: Class 51 contains 8381 members 
Mstep: Class 52 contains 16653 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12202 members 
Mstep: Class 56 contains 3652 members 
Mstep: Class 57 contains 41566 members 
Mstep: Class 58 contains 17826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117215968.000000 Penalty: 193300.609375
Iteration 89Q: 59 clusters Score -1.17216e+08 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 7687 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 25371 members 
Mstep: Class 10 contains 275 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 37468 members 
Mstep: Class 17 contains 34573 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 14119 members 
Mstep: Class 21 contains 12320 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 13571 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2248 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77971 members 
Mstep: Class 30 contains 11200 members 
Mstep: Class 31 contains 25410 members 
Mstep: Class 32 contains 39889 members 
Mstep: Class 33 contains 13516 members 
Mstep: Class 34 contains 2110 members 
Mstep: Class 35 contains 2190 members 
Mstep: Class 36 contains 1722 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2417 members 
Mstep: Class 39 contains 9845 members 
Mstep: Class 40 contains 4229 members 
Mstep: Class 41 contains 19041 members 
Mstep: Class 42 contains 385 members 
Mstep: Class 43 contains 464 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4507 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54347 members 
Mstep: Class 48 contains 38901 members 
Mstep: Class 49 contains 44205 members 
Mstep: Class 50 contains 11226 members 
Mstep: Class 51 contains 8290 members 
Mstep: Class 52 contains 16533 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12194 members 
Mstep: Class 56 contains 3651 members 
Mstep: Class 57 contains 41378 members 
Mstep: Class 58 contains 18025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117217248.000000 Penalty: 193300.609375
Iteration 90Q: 59 clusters Score -1.172172e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10103 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 1091 members 
Mstep: Class 5 contains 7684 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 25585 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 37148 members 
Mstep: Class 17 contains 34572 members 
Mstep: Class 18 contains 12223 members 
Mstep: Class 19 contains 10053 members 
Mstep: Class 20 contains 14132 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 13538 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2254 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77945 members 
Mstep: Class 30 contains 11199 members 
Mstep: Class 31 contains 26102 members 
Mstep: Class 32 contains 39873 members 
Mstep: Class 33 contains 13365 members 
Mstep: Class 34 contains 2116 members 
Mstep: Class 35 contains 2167 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 1596 members 
Mstep: Class 38 contains 2418 members 
Mstep: Class 39 contains 9895 members 
Mstep: Class 40 contains 4263 members 
Mstep: Class 41 contains 18906 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4528 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54391 members 
Mstep: Class 48 contains 38719 members 
Mstep: Class 49 contains 44033 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 8186 members 
Mstep: Class 52 contains 16389 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12177 members 
Mstep: Class 56 contains 3655 members 
Mstep: Class 57 contains 41084 members 
Mstep: Class 58 contains 18193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117217808.000000 Penalty: 193300.609375
Iteration 91Q: 59 clusters Score -1.172178e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10070 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 7684 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 25786 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 36839 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 10180 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 12292 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77923 members 
Mstep: Class 30 contains 11202 members 
Mstep: Class 31 contains 26791 members 
Mstep: Class 32 contains 39885 members 
Mstep: Class 33 contains 13241 members 
Mstep: Class 34 contains 2124 members 
Mstep: Class 35 contains 2138 members 
Mstep: Class 36 contains 1782 members 
Mstep: Class 37 contains 1594 members 
Mstep: Class 38 contains 2418 members 
Mstep: Class 39 contains 9936 members 
Mstep: Class 40 contains 4302 members 
Mstep: Class 41 contains 18785 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 468 members 
Mstep: Class 44 contains 421 members 
Mstep: Class 45 contains 4551 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54452 members 
Mstep: Class 48 contains 38484 members 
Mstep: Class 49 contains 43870 members 
Mstep: Class 50 contains 11237 members 
Mstep: Class 51 contains 8127 members 
Mstep: Class 52 contains 16245 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12163 members 
Mstep: Class 56 contains 3654 members 
Mstep: Class 57 contains 40817 members 
Mstep: Class 58 contains 18344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117218776.000000 Penalty: 193300.609375
Iteration 92Q: 59 clusters Score -1.172188e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 6947 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 26001 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5804 members 
Mstep: Class 16 contains 36593 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 12354 members 
Mstep: Class 19 contains 10302 members 
Mstep: Class 20 contains 14139 members 
Mstep: Class 21 contains 12290 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 13467 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77896 members 
Mstep: Class 30 contains 11194 members 
Mstep: Class 31 contains 27548 members 
Mstep: Class 32 contains 39877 members 
Mstep: Class 33 contains 13138 members 
Mstep: Class 34 contains 2126 members 
Mstep: Class 35 contains 2125 members 
Mstep: Class 36 contains 1811 members 
Mstep: Class 37 contains 1595 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 9951 members 
Mstep: Class 40 contains 4345 members 
Mstep: Class 41 contains 18646 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 419 members 
Mstep: Class 45 contains 4576 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54483 members 
Mstep: Class 48 contains 38154 members 
Mstep: Class 49 contains 43763 members 
Mstep: Class 50 contains 11240 members 
Mstep: Class 51 contains 8051 members 
Mstep: Class 52 contains 16095 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12154 members 
Mstep: Class 56 contains 3654 members 
Mstep: Class 57 contains 40544 members 
Mstep: Class 58 contains 18459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117219696.000000 Penalty: 193300.609375
Iteration 93Q: 59 clusters Score -1.172197e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10027 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 1120 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 26196 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 36333 members 
Mstep: Class 17 contains 34567 members 
Mstep: Class 18 contains 12457 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 14141 members 
Mstep: Class 21 contains 12290 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 13441 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77878 members 
Mstep: Class 30 contains 11191 members 
Mstep: Class 31 contains 28291 members 
Mstep: Class 32 contains 39842 members 
Mstep: Class 33 contains 13064 members 
Mstep: Class 34 contains 2124 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1826 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2418 members 
Mstep: Class 39 contains 9972 members 
Mstep: Class 40 contains 4367 members 
Mstep: Class 41 contains 18523 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 419 members 
Mstep: Class 45 contains 4613 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54537 members 
Mstep: Class 48 contains 37816 members 
Mstep: Class 49 contains 43664 members 
Mstep: Class 50 contains 11242 members 
Mstep: Class 51 contains 7975 members 
Mstep: Class 52 contains 15922 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12139 members 
Mstep: Class 56 contains 3653 members 
Mstep: Class 57 contains 40269 members 
Mstep: Class 58 contains 18545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117220776.000000 Penalty: 193300.609375
Iteration 94Q: 59 clusters Score -1.172208e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10016 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 1120 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 26373 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5932 members 
Mstep: Class 16 contains 36085 members 
Mstep: Class 17 contains 34562 members 
Mstep: Class 18 contains 12500 members 
Mstep: Class 19 contains 10616 members 
Mstep: Class 20 contains 14148 members 
Mstep: Class 21 contains 12284 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77847 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 28988 members 
Mstep: Class 32 contains 39785 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 2127 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 1840 members 
Mstep: Class 37 contains 1603 members 
Mstep: Class 38 contains 2416 members 
Mstep: Class 39 contains 9994 members 
Mstep: Class 40 contains 4388 members 
Mstep: Class 41 contains 18424 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 420 members 
Mstep: Class 45 contains 4631 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54578 members 
Mstep: Class 48 contains 37529 members 
Mstep: Class 49 contains 43623 members 
Mstep: Class 50 contains 11244 members 
Mstep: Class 51 contains 7892 members 
Mstep: Class 52 contains 15734 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12122 members 
Mstep: Class 56 contains 3655 members 
Mstep: Class 57 contains 40050 members 
Mstep: Class 58 contains 18614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117221424.000000 Penalty: 193300.609375
Iteration 95Q: 59 clusters Score -1.172214e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10004 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 3746 members 
Mstep: Class 9 contains 26518 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6003 members 
Mstep: Class 16 contains 35841 members 
Mstep: Class 17 contains 34563 members 
Mstep: Class 18 contains 12537 members 
Mstep: Class 19 contains 10785 members 
Mstep: Class 20 contains 14156 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 13369 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77831 members 
Mstep: Class 30 contains 11198 members 
Mstep: Class 31 contains 29707 members 
Mstep: Class 32 contains 39713 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 2128 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 1850 members 
Mstep: Class 37 contains 1608 members 
Mstep: Class 38 contains 2412 members 
Mstep: Class 39 contains 10005 members 
Mstep: Class 40 contains 4402 members 
Mstep: Class 41 contains 18365 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 421 members 
Mstep: Class 45 contains 4640 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54560 members 
Mstep: Class 48 contains 37269 members 
Mstep: Class 49 contains 43629 members 
Mstep: Class 50 contains 11244 members 
Mstep: Class 51 contains 7821 members 
Mstep: Class 52 contains 15541 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12116 members 
Mstep: Class 56 contains 3654 members 
Mstep: Class 57 contains 39772 members 
Mstep: Class 58 contains 18684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117222328.000000 Penalty: 193300.609375
Iteration 96Q: 59 clusters Score -1.172223e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 7691 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 7052 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 26645 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 35638 members 
Mstep: Class 17 contains 34555 members 
Mstep: Class 18 contains 12543 members 
Mstep: Class 19 contains 10911 members 
Mstep: Class 20 contains 14162 members 
Mstep: Class 21 contains 12280 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 13346 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77802 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 30372 members 
Mstep: Class 32 contains 39667 members 
Mstep: Class 33 contains 12883 members 
Mstep: Class 34 contains 2127 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 1866 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2411 members 
Mstep: Class 39 contains 10012 members 
Mstep: Class 40 contains 4417 members 
Mstep: Class 41 contains 18290 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 422 members 
Mstep: Class 45 contains 4648 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54568 members 
Mstep: Class 48 contains 37030 members 
Mstep: Class 49 contains 43654 members 
Mstep: Class 50 contains 11245 members 
Mstep: Class 51 contains 7767 members 
Mstep: Class 52 contains 15327 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12108 members 
Mstep: Class 56 contains 3658 members 
Mstep: Class 57 contains 39548 members 
Mstep: Class 58 contains 18751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117223056.000000 Penalty: 193300.609375
Iteration 97Q: 59 clusters Score -1.172231e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9980 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 26776 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6135 members 
Mstep: Class 16 contains 35466 members 
Mstep: Class 17 contains 34546 members 
Mstep: Class 18 contains 12502 members 
Mstep: Class 19 contains 11060 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 12282 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 13353 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77782 members 
Mstep: Class 30 contains 11198 members 
Mstep: Class 31 contains 30959 members 
Mstep: Class 32 contains 39587 members 
Mstep: Class 33 contains 12826 members 
Mstep: Class 34 contains 2127 members 
Mstep: Class 35 contains 2083 members 
Mstep: Class 36 contains 1874 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2419 members 
Mstep: Class 39 contains 10025 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 18196 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 423 members 
Mstep: Class 45 contains 4654 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54583 members 
Mstep: Class 48 contains 36832 members 
Mstep: Class 49 contains 43657 members 
Mstep: Class 50 contains 11246 members 
Mstep: Class 51 contains 7718 members 
Mstep: Class 52 contains 15105 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12102 members 
Mstep: Class 56 contains 3661 members 
Mstep: Class 57 contains 39358 members 
Mstep: Class 58 contains 18817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117223480.000000 Penalty: 193300.609375
Iteration 98Q: 59 clusters Score -1.172235e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9971 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 7136 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 26884 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 35293 members 
Mstep: Class 17 contains 34542 members 
Mstep: Class 18 contains 12480 members 
Mstep: Class 19 contains 11226 members 
Mstep: Class 20 contains 14174 members 
Mstep: Class 21 contains 12281 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 13354 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77765 members 
Mstep: Class 30 contains 11210 members 
Mstep: Class 31 contains 31555 members 
Mstep: Class 32 contains 39502 members 
Mstep: Class 33 contains 12769 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 2081 members 
Mstep: Class 36 contains 1884 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2434 members 
Mstep: Class 39 contains 10036 members 
Mstep: Class 40 contains 4435 members 
Mstep: Class 41 contains 18133 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 423 members 
Mstep: Class 45 contains 4657 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54650 members 
Mstep: Class 48 contains 36683 members 
Mstep: Class 49 contains 43661 members 
Mstep: Class 50 contains 11246 members 
Mstep: Class 51 contains 7671 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12097 members 
Mstep: Class 56 contains 3654 members 
Mstep: Class 57 contains 39100 members 
Mstep: Class 58 contains 18849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117224608.000000 Penalty: 193300.609375
Iteration 99Q: 59 clusters Score -1.172246e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9971 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 26970 members 
Mstep: Class 10 contains 276 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 35135 members 
Mstep: Class 17 contains 34538 members 
Mstep: Class 18 contains 12462 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 14177 members 
Mstep: Class 21 contains 12279 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 13362 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 245 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77737 members 
Mstep: Class 30 contains 11213 members 
Mstep: Class 31 contains 32078 members 
Mstep: Class 32 contains 39421 members 
Mstep: Class 33 contains 12731 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 1892 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2457 members 
Mstep: Class 39 contains 10043 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 18086 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 422 members 
Mstep: Class 45 contains 4660 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54715 members 
Mstep: Class 48 contains 36537 members 
Mstep: Class 49 contains 43636 members 
Mstep: Class 50 contains 11246 members 
Mstep: Class 51 contains 7632 members 
Mstep: Class 52 contains 14655 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12088 members 
Mstep: Class 56 contains 3652 members 
Mstep: Class 57 contains 38905 members 
Mstep: Class 58 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117227832.000000 Penalty: 193300.609375
Iteration 100F: 59 clusters Score -1.172278e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9960 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 27054 members 
Mstep: Class 10 contains 278 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6306 members 
Mstep: Class 16 contains 34973 members 
Mstep: Class 17 contains 34534 members 
Mstep: Class 18 contains 12450 members 
Mstep: Class 19 contains 11560 members 
Mstep: Class 20 contains 14176 members 
Mstep: Class 21 contains 12274 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 13374 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77700 members 
Mstep: Class 30 contains 11211 members 
Mstep: Class 31 contains 32578 members 
Mstep: Class 32 contains 39331 members 
Mstep: Class 33 contains 12702 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 1900 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2482 members 
Mstep: Class 39 contains 10051 members 
Mstep: Class 40 contains 4482 members 
Mstep: Class 41 contains 18042 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 476 members 
Mstep: Class 44 contains 423 members 
Mstep: Class 45 contains 4667 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54757 members 
Mstep: Class 48 contains 36459 members 
Mstep: Class 49 contains 43627 members 
Mstep: Class 50 contains 11245 members 
Mstep: Class 51 contains 7564 members 
Mstep: Class 52 contains 14429 members 
Mstep: Class 53 contains 315 members 
Mstep: Class 54 contains 217 members 
Mstep: Class 55 contains 12079 members 
Mstep: Class 56 contains 3652 members 
Mstep: Class 57 contains 38666 members 
Mstep: Class 58 contains 18927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117231704.000000 Penalty: 193300.609375
Iteration 101Q: 59 clusters Score -1.172317e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 9948 members 
Mstep: Class 3 contains 1991 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 27124 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 34809 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 12413 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 14176 members 
Mstep: Class 21 contains 12280 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 13380 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 272 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77665 members 
Mstep: Class 30 contains 11197 members 
Mstep: Class 31 contains 33057 members 
Mstep: Class 32 contains 39262 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 2068 members 
Mstep: Class 36 contains 1916 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2518 members 
Mstep: Class 39 contains 10056 members 
Mstep: Class 40 contains 4528 members 
Mstep: Class 41 contains 17999 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 487 members 
Mstep: Class 44 contains 423 members 
Mstep: Class 45 contains 4668 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54808 members 
Mstep: Class 48 contains 36437 members 
Mstep: Class 49 contains 43579 members 
Mstep: Class 50 contains 11246 members 
Mstep: Class 51 contains 7515 members 
Mstep: Class 52 contains 14223 members 
Mstep: Class 53 contains 315 members 
Mstep: Class 54 contains 217 members 
Mstep: Class 55 contains 12074 members 
Mstep: Class 56 contains 3657 members 
Mstep: Class 57 contains 38415 members 
Mstep: Class 58 contains 18971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117232736.000000 Penalty: 193300.609375
Iteration 102Q: 59 clusters Score -1.172327e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9939 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 27190 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 34662 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 12384 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 14176 members 
Mstep: Class 21 contains 12279 members 
Mstep: Class 22 contains 5082 members 
Mstep: Class 23 contains 13410 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77613 members 
Mstep: Class 30 contains 11195 members 
Mstep: Class 31 contains 33567 members 
Mstep: Class 32 contains 39191 members 
Mstep: Class 33 contains 12612 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 2064 members 
Mstep: Class 36 contains 1927 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2571 members 
Mstep: Class 39 contains 10063 members 
Mstep: Class 40 contains 4563 members 
Mstep: Class 41 contains 17953 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4675 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54841 members 
Mstep: Class 48 contains 36434 members 
Mstep: Class 49 contains 43510 members 
Mstep: Class 50 contains 11246 members 
Mstep: Class 51 contains 7463 members 
Mstep: Class 52 contains 14055 members 
Mstep: Class 53 contains 313 members 
Mstep: Class 54 contains 217 members 
Mstep: Class 55 contains 12067 members 
Mstep: Class 56 contains 3649 members 
Mstep: Class 57 contains 38115 members 
Mstep: Class 58 contains 18999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117233272.000000 Penalty: 193300.609375
Iteration 103Q: 59 clusters Score -1.172333e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9928 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 7322 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6496 members 
Mstep: Class 16 contains 34513 members 
Mstep: Class 17 contains 34538 members 
Mstep: Class 18 contains 12333 members 
Mstep: Class 19 contains 12005 members 
Mstep: Class 20 contains 14182 members 
Mstep: Class 21 contains 12280 members 
Mstep: Class 22 contains 5028 members 
Mstep: Class 23 contains 13461 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 275 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77568 members 
Mstep: Class 30 contains 11189 members 
Mstep: Class 31 contains 34162 members 
Mstep: Class 32 contains 39107 members 
Mstep: Class 33 contains 12570 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 2058 members 
Mstep: Class 36 contains 1941 members 
Mstep: Class 37 contains 1603 members 
Mstep: Class 38 contains 2631 members 
Mstep: Class 39 contains 10070 members 
Mstep: Class 40 contains 4585 members 
Mstep: Class 41 contains 17908 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4683 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54889 members 
Mstep: Class 48 contains 36375 members 
Mstep: Class 49 contains 43446 members 
Mstep: Class 50 contains 11250 members 
Mstep: Class 51 contains 7432 members 
Mstep: Class 52 contains 13908 members 
Mstep: Class 53 contains 310 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12061 members 
Mstep: Class 56 contains 3642 members 
Mstep: Class 57 contains 37800 members 
Mstep: Class 58 contains 19032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117234120.000000 Penalty: 193300.609375
Iteration 104Q: 59 clusters Score -1.172341e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 7686 members 
Mstep: Class 6 contains 3579 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 27319 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 34540 members 
Mstep: Class 18 contains 12288 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 14189 members 
Mstep: Class 21 contains 12279 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77554 members 
Mstep: Class 30 contains 11179 members 
Mstep: Class 31 contains 34692 members 
Mstep: Class 32 contains 38998 members 
Mstep: Class 33 contains 12513 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 2053 members 
Mstep: Class 36 contains 1950 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2711 members 
Mstep: Class 39 contains 10081 members 
Mstep: Class 40 contains 4619 members 
Mstep: Class 41 contains 17863 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4689 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54945 members 
Mstep: Class 48 contains 36313 members 
Mstep: Class 49 contains 43413 members 
Mstep: Class 50 contains 11251 members 
Mstep: Class 51 contains 7383 members 
Mstep: Class 52 contains 13790 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12050 members 
Mstep: Class 56 contains 3637 members 
Mstep: Class 57 contains 37504 members 
Mstep: Class 58 contains 19055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117234904.000000 Penalty: 193300.609375
Iteration 105Q: 59 clusters Score -1.172349e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9912 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 7681 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4326 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 34272 members 
Mstep: Class 17 contains 34539 members 
Mstep: Class 18 contains 12273 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 14196 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 4929 members 
Mstep: Class 23 contains 13509 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77521 members 
Mstep: Class 30 contains 11178 members 
Mstep: Class 31 contains 35270 members 
Mstep: Class 32 contains 38874 members 
Mstep: Class 33 contains 12473 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 2050 members 
Mstep: Class 36 contains 1956 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2775 members 
Mstep: Class 39 contains 10090 members 
Mstep: Class 40 contains 4650 members 
Mstep: Class 41 contains 17798 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 427 members 
Mstep: Class 45 contains 4695 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54985 members 
Mstep: Class 48 contains 36280 members 
Mstep: Class 49 contains 43409 members 
Mstep: Class 50 contains 11253 members 
Mstep: Class 51 contains 7343 members 
Mstep: Class 52 contains 13672 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12045 members 
Mstep: Class 56 contains 3630 members 
Mstep: Class 57 contains 37097 members 
Mstep: Class 58 contains 19078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117235776.000000 Penalty: 193300.609375
Iteration 106Q: 59 clusters Score -1.172358e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9910 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 27456 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 463 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6572 members 
Mstep: Class 16 contains 34172 members 
Mstep: Class 17 contains 34536 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 14207 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 13543 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77454 members 
Mstep: Class 30 contains 11179 members 
Mstep: Class 31 contains 35784 members 
Mstep: Class 32 contains 38764 members 
Mstep: Class 33 contains 12451 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 2046 members 
Mstep: Class 36 contains 1966 members 
Mstep: Class 37 contains 1598 members 
Mstep: Class 38 contains 2827 members 
Mstep: Class 39 contains 10095 members 
Mstep: Class 40 contains 4689 members 
Mstep: Class 41 contains 17748 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4701 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55005 members 
Mstep: Class 48 contains 36251 members 
Mstep: Class 49 contains 43359 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 7304 members 
Mstep: Class 52 contains 13570 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12035 members 
Mstep: Class 56 contains 3623 members 
Mstep: Class 57 contains 36751 members 
Mstep: Class 58 contains 19084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117236408.000000 Penalty: 193300.609375
Iteration 107Q: 59 clusters Score -1.172364e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 7674 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 27504 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6589 members 
Mstep: Class 16 contains 34071 members 
Mstep: Class 17 contains 34534 members 
Mstep: Class 18 contains 12279 members 
Mstep: Class 19 contains 12589 members 
Mstep: Class 20 contains 14209 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 13582 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77371 members 
Mstep: Class 30 contains 11180 members 
Mstep: Class 31 contains 36192 members 
Mstep: Class 32 contains 38634 members 
Mstep: Class 33 contains 12430 members 
Mstep: Class 34 contains 2133 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 1974 members 
Mstep: Class 37 contains 1594 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 10096 members 
Mstep: Class 40 contains 4727 members 
Mstep: Class 41 contains 17707 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 427 members 
Mstep: Class 45 contains 4704 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55026 members 
Mstep: Class 48 contains 36221 members 
Mstep: Class 49 contains 43354 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 7269 members 
Mstep: Class 52 contains 13472 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12023 members 
Mstep: Class 56 contains 3619 members 
Mstep: Class 57 contains 36526 members 
Mstep: Class 58 contains 19079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117236536.000000 Penalty: 193300.609375
Iteration 108Q: 59 clusters Score -1.172365e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9893 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 7674 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 27543 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4373 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6602 members 
Mstep: Class 16 contains 34001 members 
Mstep: Class 17 contains 34532 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 12758 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12279 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 13645 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77293 members 
Mstep: Class 30 contains 11174 members 
Mstep: Class 31 contains 36496 members 
Mstep: Class 32 contains 38530 members 
Mstep: Class 33 contains 12394 members 
Mstep: Class 34 contains 2134 members 
Mstep: Class 35 contains 2037 members 
Mstep: Class 36 contains 1984 members 
Mstep: Class 37 contains 1596 members 
Mstep: Class 38 contains 2885 members 
Mstep: Class 39 contains 10098 members 
Mstep: Class 40 contains 4769 members 
Mstep: Class 41 contains 17669 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 4709 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55040 members 
Mstep: Class 48 contains 36261 members 
Mstep: Class 49 contains 43300 members 
Mstep: Class 50 contains 11259 members 
Mstep: Class 51 contains 7246 members 
Mstep: Class 52 contains 13379 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12014 members 
Mstep: Class 56 contains 3615 members 
Mstep: Class 57 contains 36309 members 
Mstep: Class 58 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237288.000000 Penalty: 193300.609375
Iteration 109Q: 59 clusters Score -1.172373e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 7674 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 33911 members 
Mstep: Class 17 contains 34531 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 14221 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 13693 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77257 members 
Mstep: Class 30 contains 11166 members 
Mstep: Class 31 contains 36781 members 
Mstep: Class 32 contains 38426 members 
Mstep: Class 33 contains 12354 members 
Mstep: Class 34 contains 2135 members 
Mstep: Class 35 contains 2032 members 
Mstep: Class 36 contains 1998 members 
Mstep: Class 37 contains 1595 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 10095 members 
Mstep: Class 40 contains 4816 members 
Mstep: Class 41 contains 17632 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 4717 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55041 members 
Mstep: Class 48 contains 36292 members 
Mstep: Class 49 contains 43238 members 
Mstep: Class 50 contains 11260 members 
Mstep: Class 51 contains 7212 members 
Mstep: Class 52 contains 13301 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12007 members 
Mstep: Class 56 contains 3614 members 
Mstep: Class 57 contains 36091 members 
Mstep: Class 58 contains 19062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237440.000000 Penalty: 193300.609375
Iteration 110Q: 59 clusters Score -1.172374e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9876 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 27618 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6631 members 
Mstep: Class 16 contains 33858 members 
Mstep: Class 17 contains 34531 members 
Mstep: Class 18 contains 12275 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12282 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 13714 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77261 members 
Mstep: Class 30 contains 11154 members 
Mstep: Class 31 contains 36995 members 
Mstep: Class 32 contains 38286 members 
Mstep: Class 33 contains 12341 members 
Mstep: Class 34 contains 2137 members 
Mstep: Class 35 contains 2030 members 
Mstep: Class 36 contains 2000 members 
Mstep: Class 37 contains 1595 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 10100 members 
Mstep: Class 40 contains 4850 members 
Mstep: Class 41 contains 17615 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 427 members 
Mstep: Class 45 contains 4726 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55051 members 
Mstep: Class 48 contains 36288 members 
Mstep: Class 49 contains 43199 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7175 members 
Mstep: Class 52 contains 13252 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 12000 members 
Mstep: Class 56 contains 3617 members 
Mstep: Class 57 contains 35931 members 
Mstep: Class 58 contains 19052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237664.000000 Penalty: 193300.609375
Iteration 111Q: 59 clusters Score -1.172377e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9863 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 27668 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6636 members 
Mstep: Class 16 contains 33834 members 
Mstep: Class 17 contains 34528 members 
Mstep: Class 18 contains 12273 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 14218 members 
Mstep: Class 21 contains 12281 members 
Mstep: Class 22 contains 4809 members 
Mstep: Class 23 contains 13720 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77252 members 
Mstep: Class 30 contains 11155 members 
Mstep: Class 31 contains 37118 members 
Mstep: Class 32 contains 38152 members 
Mstep: Class 33 contains 12340 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2025 members 
Mstep: Class 36 contains 2004 members 
Mstep: Class 37 contains 1595 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 10106 members 
Mstep: Class 40 contains 4884 members 
Mstep: Class 41 contains 17577 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4732 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55048 members 
Mstep: Class 48 contains 36325 members 
Mstep: Class 49 contains 43167 members 
Mstep: Class 50 contains 11260 members 
Mstep: Class 51 contains 7146 members 
Mstep: Class 52 contains 13206 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11992 members 
Mstep: Class 56 contains 3617 members 
Mstep: Class 57 contains 35784 members 
Mstep: Class 58 contains 19051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237624.000000 Penalty: 193300.609375
Iteration 112Q: 59 clusters Score -1.172376e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9859 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 3616 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 27715 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 463 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 33807 members 
Mstep: Class 17 contains 34526 members 
Mstep: Class 18 contains 12260 members 
Mstep: Class 19 contains 13476 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12289 members 
Mstep: Class 22 contains 4810 members 
Mstep: Class 23 contains 13715 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77237 members 
Mstep: Class 30 contains 11157 members 
Mstep: Class 31 contains 37156 members 
Mstep: Class 32 contains 38016 members 
Mstep: Class 33 contains 12341 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2024 members 
Mstep: Class 36 contains 2009 members 
Mstep: Class 37 contains 1595 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 10111 members 
Mstep: Class 40 contains 4903 members 
Mstep: Class 41 contains 17549 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4735 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 55023 members 
Mstep: Class 48 contains 36378 members 
Mstep: Class 49 contains 43100 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7120 members 
Mstep: Class 52 contains 13169 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11985 members 
Mstep: Class 56 contains 3616 members 
Mstep: Class 57 contains 35729 members 
Mstep: Class 58 contains 19063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237960.000000 Penalty: 193300.609375
Iteration 113Q: 59 clusters Score -1.17238e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 27763 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 33772 members 
Mstep: Class 17 contains 34523 members 
Mstep: Class 18 contains 12215 members 
Mstep: Class 19 contains 13687 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12291 members 
Mstep: Class 22 contains 4807 members 
Mstep: Class 23 contains 13712 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77222 members 
Mstep: Class 30 contains 11159 members 
Mstep: Class 31 contains 37119 members 
Mstep: Class 32 contains 37864 members 
Mstep: Class 33 contains 12330 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2020 members 
Mstep: Class 36 contains 2017 members 
Mstep: Class 37 contains 1594 members 
Mstep: Class 38 contains 2907 members 
Mstep: Class 39 contains 10117 members 
Mstep: Class 40 contains 4928 members 
Mstep: Class 41 contains 17517 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4738 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54976 members 
Mstep: Class 48 contains 36475 members 
Mstep: Class 49 contains 43073 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7095 members 
Mstep: Class 52 contains 13122 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11978 members 
Mstep: Class 56 contains 3612 members 
Mstep: Class 57 contains 35735 members 
Mstep: Class 58 contains 19069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117237752.000000 Penalty: 193300.609375
Iteration 114Q: 59 clusters Score -1.172378e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 27815 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 16 contains 33731 members 
Mstep: Class 17 contains 34523 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 13870 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12296 members 
Mstep: Class 22 contains 4808 members 
Mstep: Class 23 contains 13699 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77209 members 
Mstep: Class 30 contains 11159 members 
Mstep: Class 31 contains 37071 members 
Mstep: Class 32 contains 37728 members 
Mstep: Class 33 contains 12319 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2018 members 
Mstep: Class 36 contains 2019 members 
Mstep: Class 37 contains 1596 members 
Mstep: Class 38 contains 2908 members 
Mstep: Class 39 contains 10125 members 
Mstep: Class 40 contains 4954 members 
Mstep: Class 41 contains 17489 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4740 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54914 members 
Mstep: Class 48 contains 36625 members 
Mstep: Class 49 contains 43083 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7076 members 
Mstep: Class 52 contains 13081 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 3608 members 
Mstep: Class 57 contains 35713 members 
Mstep: Class 58 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117238024.000000 Penalty: 193300.609375
Iteration 115Q: 59 clusters Score -1.17238e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 27869 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 17 contains 34521 members 
Mstep: Class 18 contains 12098 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 4807 members 
Mstep: Class 23 contains 13687 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77215 members 
Mstep: Class 30 contains 11163 members 
Mstep: Class 31 contains 37027 members 
Mstep: Class 32 contains 37589 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2012 members 
Mstep: Class 36 contains 2026 members 
Mstep: Class 37 contains 1596 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 10131 members 
Mstep: Class 40 contains 4976 members 
Mstep: Class 41 contains 17447 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4741 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54814 members 
Mstep: Class 48 contains 36735 members 
Mstep: Class 49 contains 43094 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7069 members 
Mstep: Class 52 contains 13048 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11965 members 
Mstep: Class 56 contains 3606 members 
Mstep: Class 57 contains 35719 members 
Mstep: Class 58 contains 19095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117238664.000000 Penalty: 193300.609375
Iteration 116Q: 59 clusters Score -1.172387e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 27909 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6697 members 
Mstep: Class 16 contains 33656 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 12034 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 13690 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77230 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36980 members 
Mstep: Class 32 contains 37421 members 
Mstep: Class 33 contains 12312 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 2034 members 
Mstep: Class 37 contains 1598 members 
Mstep: Class 38 contains 2908 members 
Mstep: Class 39 contains 10137 members 
Mstep: Class 40 contains 4993 members 
Mstep: Class 41 contains 17418 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4744 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54727 members 
Mstep: Class 48 contains 36831 members 
Mstep: Class 49 contains 43110 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7058 members 
Mstep: Class 52 contains 13022 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11963 members 
Mstep: Class 56 contains 3600 members 
Mstep: Class 57 contains 35718 members 
Mstep: Class 58 contains 19111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117238752.000000 Penalty: 193300.609375
Iteration 117Q: 59 clusters Score -1.172388e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9852 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 27941 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 33631 members 
Mstep: Class 17 contains 34513 members 
Mstep: Class 18 contains 11981 members 
Mstep: Class 19 contains 14443 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4814 members 
Mstep: Class 23 contains 13685 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77233 members 
Mstep: Class 30 contains 11172 members 
Mstep: Class 31 contains 36937 members 
Mstep: Class 32 contains 37285 members 
Mstep: Class 33 contains 12302 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 2043 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10142 members 
Mstep: Class 40 contains 5009 members 
Mstep: Class 41 contains 17401 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4747 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54623 members 
Mstep: Class 48 contains 36911 members 
Mstep: Class 49 contains 43093 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7039 members 
Mstep: Class 52 contains 13001 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11962 members 
Mstep: Class 56 contains 3597 members 
Mstep: Class 57 contains 35741 members 
Mstep: Class 58 contains 19134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117238784.000000 Penalty: 193300.609375
Iteration 118Q: 59 clusters Score -1.172388e+08 nChanged 1491
Entering ConstructFrom: 
Score: -117238784.000000 Penalty: 193300.609375
Entering ConstructFrom: 
Trying to split cluster 1 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -749644.687500 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -749644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -745414.500000 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -745414.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -746578.250000 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -746578.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -747035.562500 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -747035.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -747475.875000 Penalty: 4177.749512
	Iteration 3F: 3 clusters Score -747475.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -747859.312500 Penalty: 4177.749512
	Iteration 4F: 3 clusters Score -747859.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -748208.687500 Penalty: 4177.749512
	Iteration 5F: 3 clusters Score -748208.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -748419.750000 Penalty: 4177.749512
	Iteration 6F: 3 clusters Score -748419.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -748539.187500 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -748539.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -748604.500000 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -748604.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -748654.437500 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -748654.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -748694.625000 Penalty: 4177.749512
	Iteration 10Q: 3 clusters Score -748694.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -748725.875000 Penalty: 4177.749512
	Iteration 11Q: 3 clusters Score -748725.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -748748.562500 Penalty: 4177.749512
	Iteration 12Q: 3 clusters Score -748748.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -748756.812500 Penalty: 4177.749512
	Iteration 13Q: 3 clusters Score -748756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -748758.062500 Penalty: 4177.749512
	Iteration 14Q: 3 clusters Score -748758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -748760.125000 Penalty: 4177.749512
	Iteration 15Q: 3 clusters Score -748760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -748760.125000 Penalty: 4177.749512
	Iteration 16Q: 3 clusters Score -748760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -748761.875000 Penalty: 4177.749512
	Iteration 17Q: 3 clusters Score -748761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -748763.437500 Penalty: 4177.749512
	Iteration 18Q: 3 clusters Score -748763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -748765.812500 Penalty: 4177.749512
	Iteration 19Q: 3 clusters Score -748765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -748765.562500 Penalty: 4177.749512
	Iteration 20F: 3 clusters Score -748765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -748766.500000 Penalty: 4177.749512
	Iteration 21Q: 3 clusters Score -748766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -748768.250000 Penalty: 4177.749512
	Iteration 22Q: 3 clusters Score -748768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -748769.062500 Penalty: 4177.749512
	Iteration 23Q: 3 clusters Score -748769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -748769.500000 Penalty: 4177.749512
	Iteration 24Q: 3 clusters Score -748769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -748769.500000 Penalty: 4177.749512
	Iteration 25F: 3 clusters Score -748769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Entering Unmasked Estep 
Score: -1676129.000000 Penalty: 2280.265137
	Iteration 0F: 2 clusters Score -1676129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1668578.000000 Penalty: 4560.530273
	Iteration 0F: 3 clusters Score -1668578 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1670896.375000 Penalty: 4560.530273
	Iteration 1F: 3 clusters Score -1670896 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1671625.875000 Penalty: 4560.530273
	Iteration 2F: 3 clusters Score -1671626 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1672755.750000 Penalty: 4560.530273
	Iteration 3F: 3 clusters Score -1672756 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1674122.250000 Penalty: 4560.530273
	Iteration 4F: 3 clusters Score -1674122 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1675589.250000 Penalty: 4560.530273
	Iteration 5F: 3 clusters Score -1675589 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1676609.750000 Penalty: 4560.530273
	Iteration 6F: 3 clusters Score -1676610 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1677091.375000 Penalty: 4560.530273
	Iteration 7F: 3 clusters Score -1677091 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1677265.375000 Penalty: 4560.530273
	Iteration 8Q: 3 clusters Score -1677265 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1677344.875000 Penalty: 4560.530273
	Iteration 9Q: 3 clusters Score -1677345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1677399.625000 Penalty: 4560.530273
	Iteration 10Q: 3 clusters Score -1677400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1677438.500000 Penalty: 4560.530273
	Iteration 11Q: 3 clusters Score -1677438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1677483.000000 Penalty: 4560.530273
	Iteration 12Q: 3 clusters Score -1677483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1677515.500000 Penalty: 4560.530273
	Iteration 13Q: 3 clusters Score -1677516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1677551.000000 Penalty: 4560.530273
	Iteration 14Q: 3 clusters Score -1677551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1677577.250000 Penalty: 4560.530273
	Iteration 15Q: 3 clusters Score -1677577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1677614.625000 Penalty: 4560.530273
	Iteration 16Q: 3 clusters Score -1677615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1677661.625000 Penalty: 4560.530273
	Iteration 17Q: 3 clusters Score -1677662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1677721.500000 Penalty: 4560.530273
	Iteration 18Q: 3 clusters Score -1677722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1677779.500000 Penalty: 4560.530273
	Iteration 19Q: 3 clusters Score -1677780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1677858.750000 Penalty: 4560.530273
	Iteration 20F: 3 clusters Score -1677859 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1677969.625000 Penalty: 4560.530273
	Iteration 21Q: 3 clusters Score -1677970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1678095.625000 Penalty: 4560.530273
	Iteration 22Q: 3 clusters Score -1678096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1678242.500000 Penalty: 4560.530273
	Iteration 23Q: 3 clusters Score -1678242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1678373.875000 Penalty: 4560.530273
	Iteration 24Q: 3 clusters Score -1678374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1678441.125000 Penalty: 4560.530273
	Iteration 25Q: 3 clusters Score -1678441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1678489.875000 Penalty: 4560.530273
	Iteration 26Q: 3 clusters Score -1678490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1678520.875000 Penalty: 4560.530273
	Iteration 27Q: 3 clusters Score -1678521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1678525.500000 Penalty: 4560.530273
	Iteration 28Q: 3 clusters Score -1678526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1678531.000000 Penalty: 4560.530273
	Iteration 29Q: 3 clusters Score -1678531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1678536.625000 Penalty: 4560.530273
	Iteration 30Q: 3 clusters Score -1678537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1678535.500000 Penalty: 4560.530273
	Iteration 31Q: 3 clusters Score -1678536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1678544.000000 Penalty: 4560.530273
	Iteration 32Q: 3 clusters Score -1678544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1678545.625000 Penalty: 4560.530273
	Iteration 33Q: 3 clusters Score -1678546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1678544.875000 Penalty: 4560.530273
	Iteration 34Q: 3 clusters Score -1678545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1678550.125000 Penalty: 4560.530273
	Iteration 35Q: 3 clusters Score -1678550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1678545.625000 Penalty: 4560.530273
	Iteration 36Q: 3 clusters Score -1678546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1678545.500000 Penalty: 4560.530273
	Iteration 37Q: 3 clusters Score -1678546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1678545.500000 Penalty: 4560.530273
	Iteration 38F: 3 clusters Score -1678546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Entering Unmasked Estep 
Score: -117240040.000000 Penalty: 196633.375000
Splitting cluster 2 changes total score from -117238784.000000 to -117240040.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 3 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -336732.937500 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -336732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -334087.000000 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -334087 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -334635.437500 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -334635.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -334847.937500 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -334847.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -335019.375000 Penalty: 3795.191406
	Iteration 3F: 3 clusters Score -335019.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -335172.062500 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -335172.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -335281.968750 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -335282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -335339.843750 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -335339.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -335375.250000 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -335375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -335433.750000 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -335433.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -335494.656250 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -335494.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -335548.031250 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -335548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -335577.781250 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -335577.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -335615.625000 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -335615.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -335648.781250 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -335648.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -335668.781250 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -335668.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -335701.187500 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -335701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335722.687500 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -335722.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -335738.125000 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -335738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -335750.000000 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -335750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -335761.687500 Penalty: 3795.191406
	Iteration 19Q: 3 clusters Score -335761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -335771.781250 Penalty: 3795.191406
	Iteration 20F: 3 clusters Score -335771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -335787.000000 Penalty: 3795.191406
	Iteration 21Q: 3 clusters Score -335787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335802.937500 Penalty: 3795.191406
	Iteration 22Q: 3 clusters Score -335802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -335821.718750 Penalty: 3795.191406
	Iteration 23Q: 3 clusters Score -335821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -335843.531250 Penalty: 3795.191406
	Iteration 24Q: 3 clusters Score -335843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -335859.062500 Penalty: 3795.191406
	Iteration 25Q: 3 clusters Score -335859.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -335874.781250 Penalty: 3795.191406
	Iteration 26Q: 3 clusters Score -335874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -335885.312500 Penalty: 3795.191406
	Iteration 27Q: 3 clusters Score -335885.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -335903.093750 Penalty: 3795.191406
	Iteration 28Q: 3 clusters Score -335903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -335924.343750 Penalty: 3795.191406
	Iteration 29Q: 3 clusters Score -335924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -335935.156250 Penalty: 3795.191406
	Iteration 30Q: 3 clusters Score -335935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -335938.687500 Penalty: 3795.191406
	Iteration 31Q: 3 clusters Score -335938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -335943.468750 Penalty: 3795.191406
	Iteration 32Q: 3 clusters Score -335943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335947.593750 Penalty: 3795.191406
	Iteration 33Q: 3 clusters Score -335947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335949.687500 Penalty: 3795.191406
	Iteration 34Q: 3 clusters Score -335949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -335950.531250 Penalty: 3795.191406
	Iteration 35Q: 3 clusters Score -335950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -335950.531250 Penalty: 3795.191406
	Iteration 36F: 3 clusters Score -335950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -177658.125000 Penalty: 1745.835815
	Iteration 0F: 2 clusters Score -177658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175640.390625 Penalty: 3491.671631
	Iteration 0F: 3 clusters Score -175640.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -176057.671875 Penalty: 3491.671631
	Iteration 1F: 3 clusters Score -176057.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -176226.109375 Penalty: 3491.671631
	Iteration 2F: 3 clusters Score -176226.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -176330.484375 Penalty: 3491.671631
	Iteration 3F: 3 clusters Score -176330.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176406.906250 Penalty: 3491.671631
	Iteration 4Q: 3 clusters Score -176406.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -176449.562500 Penalty: 3491.671631
	Iteration 5Q: 3 clusters Score -176449.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -176478.531250 Penalty: 3491.671631
	Iteration 6Q: 3 clusters Score -176478.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -176504.187500 Penalty: 3491.671631
	Iteration 7Q: 3 clusters Score -176504.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -176535.312500 Penalty: 3491.671631
	Iteration 8Q: 3 clusters Score -176535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176554.921875 Penalty: 3491.671631
	Iteration 9Q: 3 clusters Score -176554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176568.156250 Penalty: 3491.671631
	Iteration 10Q: 3 clusters Score -176568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -176575.125000 Penalty: 3491.671631
	Iteration 11Q: 3 clusters Score -176575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -176577.031250 Penalty: 3491.671631
	Iteration 12Q: 3 clusters Score -176577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -176576.984375 Penalty: 3491.671631
	Iteration 13Q: 3 clusters Score -176577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -176576.984375 Penalty: 3491.671631
	Iteration 14F: 3 clusters Score -176577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Entering Unmasked Estep 
Score: -1339085.125000 Penalty: 2218.345459
	Iteration 0F: 2 clusters Score -1339085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1332985.750000 Penalty: 4436.690918
	Iteration 0F: 3 clusters Score -1332986 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1335592.625000 Penalty: 4436.690918
	Iteration 1F: 3 clusters Score -1335593 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1337168.875000 Penalty: 4436.690918
	Iteration 2F: 3 clusters Score -1337169 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1338465.250000 Penalty: 4436.690918
	Iteration 3F: 3 clusters Score -1338465 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1339104.250000 Penalty: 4436.690918
	Iteration 4F: 3 clusters Score -1339104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1339293.000000 Penalty: 4436.690918
	Iteration 5Q: 3 clusters Score -1339293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1339339.625000 Penalty: 4436.690918
	Iteration 6Q: 3 clusters Score -1339340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1339354.750000 Penalty: 4436.690918
	Iteration 7Q: 3 clusters Score -1339355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1339366.250000 Penalty: 4436.690918
	Iteration 8Q: 3 clusters Score -1339366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1339377.875000 Penalty: 4436.690918
	Iteration 9Q: 3 clusters Score -1339378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1339382.125000 Penalty: 4436.690918
	Iteration 10Q: 3 clusters Score -1339382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1339383.750000 Penalty: 4436.690918
	Iteration 11Q: 3 clusters Score -1339384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1339388.125000 Penalty: 4436.690918
	Iteration 12Q: 3 clusters Score -1339388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1339389.875000 Penalty: 4436.690918
	Iteration 13Q: 3 clusters Score -1339390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1339390.500000 Penalty: 4436.690918
	Iteration 14Q: 3 clusters Score -1339390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1339390.500000 Penalty: 4436.690918
	Iteration 15Q: 3 clusters Score -1339390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1339390.875000 Penalty: 4436.690918
	Iteration 16Q: 3 clusters Score -1339391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1339389.750000 Penalty: 4436.690918
	Iteration 17Q: 3 clusters Score -1339390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1339392.250000 Penalty: 4436.690918
	Iteration 18Q: 3 clusters Score -1339392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1339392.500000 Penalty: 4436.690918
	Iteration 19Q: 3 clusters Score -1339392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1339394.875000 Penalty: 4436.690918
	Iteration 20F: 3 clusters Score -1339395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1339396.375000 Penalty: 4436.690918
	Iteration 21Q: 3 clusters Score -1339396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1339395.875000 Penalty: 4436.690918
	Iteration 22Q: 3 clusters Score -1339396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1339396.750000 Penalty: 4436.690918
	Iteration 23Q: 3 clusters Score -1339397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1339397.500000 Penalty: 4436.690918
	Iteration 24Q: 3 clusters Score -1339398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1339397.750000 Penalty: 4436.690918
	Iteration 25Q: 3 clusters Score -1339398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1339398.000000 Penalty: 4436.690918
	Iteration 26Q: 3 clusters Score -1339398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1339397.875000 Penalty: 4436.690918
	Iteration 27Q: 3 clusters Score -1339398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1339397.625000 Penalty: 4436.690918
	Iteration 28Q: 3 clusters Score -1339398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1339400.375000 Penalty: 4436.690918
	Iteration 29Q: 3 clusters Score -1339400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1339399.500000 Penalty: 4436.690918
	Iteration 30Q: 3 clusters Score -1339400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1339399.375000 Penalty: 4436.690918
	Iteration 31Q: 3 clusters Score -1339399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1339399.250000 Penalty: 4436.690918
	Iteration 32Q: 3 clusters Score -1339399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1339398.750000 Penalty: 4436.690918
	Iteration 33Q: 3 clusters Score -1339399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1339398.750000 Penalty: 4436.690918
	Iteration 34F: 3 clusters Score -1339399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Entering Unmasked Estep 
Score: -117239040.000000 Penalty: 199966.156250
Splitting cluster 5 changes total score from -117238784.000000 to -117239040.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 6 (3626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Entering Unmasked Estep 
Score: -578518.125000 Penalty: 2032.579590
	Iteration 0F: 2 clusters Score -578518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -574869.812500 Penalty: 4065.159180
	Iteration 0F: 3 clusters Score -574869.8 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -576079.687500 Penalty: 4065.159180
	Iteration 1F: 3 clusters Score -576079.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -576681.875000 Penalty: 4065.159180
	Iteration 2F: 3 clusters Score -576681.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -577112.125000 Penalty: 4065.159180
	Iteration 3F: 3 clusters Score -577112.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -577319.750000 Penalty: 4065.159180
	Iteration 4F: 3 clusters Score -577319.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -577435.437500 Penalty: 4065.159180
	Iteration 5Q: 3 clusters Score -577435.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -577513.625000 Penalty: 4065.159180
	Iteration 6Q: 3 clusters Score -577513.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -577566.937500 Penalty: 4065.159180
	Iteration 7Q: 3 clusters Score -577566.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -577617.125000 Penalty: 4065.159180
	Iteration 8Q: 3 clusters Score -577617.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -577663.562500 Penalty: 4065.159180
	Iteration 9Q: 3 clusters Score -577663.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -577709.562500 Penalty: 4065.159180
	Iteration 10Q: 3 clusters Score -577709.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -577766.437500 Penalty: 4065.159180
	Iteration 11Q: 3 clusters Score -577766.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -577835.437500 Penalty: 4065.159180
	Iteration 12Q: 3 clusters Score -577835.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -577922.437500 Penalty: 4065.159180
	Iteration 13Q: 3 clusters Score -577922.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -578043.562500 Penalty: 4065.159180
	Iteration 14Q: 3 clusters Score -578043.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -578195.312500 Penalty: 4065.159180
	Iteration 15Q: 3 clusters Score -578195.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -578271.625000 Penalty: 4065.159180
	Iteration 16Q: 3 clusters Score -578271.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -578323.812500 Penalty: 4065.159180
	Iteration 17Q: 3 clusters Score -578323.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -578347.312500 Penalty: 4065.159180
	Iteration 18Q: 3 clusters Score -578347.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -578371.250000 Penalty: 4065.159180
	Iteration 19Q: 3 clusters Score -578371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -578388.937500 Penalty: 4065.159180
	Iteration 20F: 3 clusters Score -578388.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -578403.000000 Penalty: 4065.159180
	Iteration 21Q: 3 clusters Score -578403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -578418.625000 Penalty: 4065.159180
	Iteration 22Q: 3 clusters Score -578418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -578436.062500 Penalty: 4065.159180
	Iteration 23Q: 3 clusters Score -578436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -578451.875000 Penalty: 4065.159180
	Iteration 24Q: 3 clusters Score -578451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -578462.250000 Penalty: 4065.159180
	Iteration 25Q: 3 clusters Score -578462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -578475.250000 Penalty: 4065.159180
	Iteration 26Q: 3 clusters Score -578475.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -578488.937500 Penalty: 4065.159180
	Iteration 27Q: 3 clusters Score -578488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -578498.000000 Penalty: 4065.159180
	Iteration 28Q: 3 clusters Score -578498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -578502.687500 Penalty: 4065.159180
	Iteration 29Q: 3 clusters Score -578502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -578508.500000 Penalty: 4065.159180
	Iteration 30Q: 3 clusters Score -578508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -578513.625000 Penalty: 4065.159180
	Iteration 31Q: 3 clusters Score -578513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -578528.562500 Penalty: 4065.159180
	Iteration 32Q: 3 clusters Score -578528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -578541.562500 Penalty: 4065.159180
	Iteration 33Q: 3 clusters Score -578541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -578552.687500 Penalty: 4065.159180
	Iteration 34Q: 3 clusters Score -578552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -578570.875000 Penalty: 4065.159180
	Iteration 35Q: 3 clusters Score -578570.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -578594.437500 Penalty: 4065.159180
	Iteration 36Q: 3 clusters Score -578594.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -578612.125000 Penalty: 4065.159180
	Iteration 37Q: 3 clusters Score -578612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -578623.937500 Penalty: 4065.159180
	Iteration 38Q: 3 clusters Score -578623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578635.562500 Penalty: 4065.159180
	Iteration 39Q: 3 clusters Score -578635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -578647.062500 Penalty: 4065.159180
	Iteration 40F: 3 clusters Score -578647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -578653.937500 Penalty: 4065.159180
	Iteration 41Q: 3 clusters Score -578653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -578659.125000 Penalty: 4065.159180
	Iteration 42Q: 3 clusters Score -578659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -578659.250000 Penalty: 4065.159180
	Iteration 43Q: 3 clusters Score -578659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -578658.562500 Penalty: 4065.159180
	Iteration 44Q: 3 clusters Score -578658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -578659.687500 Penalty: 4065.159180
	Iteration 45Q: 3 clusters Score -578659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -578659.687500 Penalty: 4065.159180
	Iteration 46F: 3 clusters Score -578659.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 1484 members 
Entering Unmasked Estep 
Score: -117237672.000000 Penalty: 203298.921875
Splitting cluster 6 changes total score from -117238784.000000 to -117237672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -1292662.250000 Penalty: 2221.430664
	Iteration 0F: 2 clusters Score -1292662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1286456.625000 Penalty: 4442.861328
	Iteration 0F: 3 clusters Score -1286457 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1288161.375000 Penalty: 4442.861328
	Iteration 1F: 3 clusters Score -1288161 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1288436.125000 Penalty: 4442.861328
	Iteration 2F: 3 clusters Score -1288436 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1288677.750000 Penalty: 4442.861328
	Iteration 3F: 3 clusters Score -1288678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1288909.000000 Penalty: 4442.861328
	Iteration 4Q: 3 clusters Score -1288909 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1289107.750000 Penalty: 4442.861328
	Iteration 5Q: 3 clusters Score -1289108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1289289.750000 Penalty: 4442.861328
	Iteration 6Q: 3 clusters Score -1289290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1289489.250000 Penalty: 4442.861328
	Iteration 7Q: 3 clusters Score -1289489 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1289687.875000 Penalty: 4442.861328
	Iteration 8Q: 3 clusters Score -1289688 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1289883.750000 Penalty: 4442.861328
	Iteration 9Q: 3 clusters Score -1289884 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1290069.000000 Penalty: 4442.861328
	Iteration 10Q: 3 clusters Score -1290069 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1290256.375000 Penalty: 4442.861328
	Iteration 11Q: 3 clusters Score -1290256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1290418.250000 Penalty: 4442.861328
	Iteration 12Q: 3 clusters Score -1290418 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1290569.500000 Penalty: 4442.861328
	Iteration 13Q: 3 clusters Score -1290570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1290707.500000 Penalty: 4442.861328
	Iteration 14Q: 3 clusters Score -1290708 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1290817.000000 Penalty: 4442.861328
	Iteration 15Q: 3 clusters Score -1290817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1290899.125000 Penalty: 4442.861328
	Iteration 16Q: 3 clusters Score -1290899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1290955.500000 Penalty: 4442.861328
	Iteration 17Q: 3 clusters Score -1290956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1290995.500000 Penalty: 4442.861328
	Iteration 18Q: 3 clusters Score -1290996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1291028.000000 Penalty: 4442.861328
	Iteration 19Q: 3 clusters Score -1291028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1291051.125000 Penalty: 4442.861328
	Iteration 20F: 3 clusters Score -1291051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1291063.875000 Penalty: 4442.861328
	Iteration 21Q: 3 clusters Score -1291064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1291080.000000 Penalty: 4442.861328
	Iteration 22Q: 3 clusters Score -1291080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1291093.875000 Penalty: 4442.861328
	Iteration 23Q: 3 clusters Score -1291094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1291104.125000 Penalty: 4442.861328
	Iteration 24Q: 3 clusters Score -1291104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1291111.125000 Penalty: 4442.861328
	Iteration 25Q: 3 clusters Score -1291111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1291118.875000 Penalty: 4442.861328
	Iteration 26Q: 3 clusters Score -1291119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1291118.125000 Penalty: 4442.861328
	Iteration 27Q: 3 clusters Score -1291118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1291122.000000 Penalty: 4442.861328
	Iteration 28Q: 3 clusters Score -1291122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1291125.125000 Penalty: 4442.861328
	Iteration 29Q: 3 clusters Score -1291125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1291127.625000 Penalty: 4442.861328
	Iteration 30Q: 3 clusters Score -1291128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1291128.250000 Penalty: 4442.861328
	Iteration 31Q: 3 clusters Score -1291128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1291129.375000 Penalty: 4442.861328
	Iteration 32Q: 3 clusters Score -1291129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1291130.125000 Penalty: 4442.861328
	Iteration 33Q: 3 clusters Score -1291130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1291129.750000 Penalty: 4442.861328
	Iteration 34Q: 3 clusters Score -1291130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1291131.000000 Penalty: 4442.861328
	Iteration 35Q: 3 clusters Score -1291131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1291131.000000 Penalty: 4442.861328
	Iteration 36F: 3 clusters Score -1291131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -629124.187500 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -629124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -625416.500000 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -625416.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -626496.312500 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -626496.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -627196.437500 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -627196.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -627827.375000 Penalty: 4080.645508
	Iteration 3F: 3 clusters Score -627827.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -628231.687500 Penalty: 4080.645508
	Iteration 4F: 3 clusters Score -628231.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -628464.187500 Penalty: 4080.645508
	Iteration 5F: 3 clusters Score -628464.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -628594.625000 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -628594.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -628665.750000 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -628665.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -628705.312500 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -628705.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -628723.250000 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -628723.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -628737.062500 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -628737.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -628751.000000 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -628751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -628762.062500 Penalty: 4080.645508
	Iteration 12Q: 3 clusters Score -628762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -628769.187500 Penalty: 4080.645508
	Iteration 13Q: 3 clusters Score -628769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -628771.500000 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -628771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -628778.812500 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -628778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -628782.312500 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -628782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -628791.562500 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -628791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -628798.437500 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -628798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -628805.312500 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -628805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -628814.250000 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -628814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -628824.062500 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -628824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -628831.500000 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -628831.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -628839.500000 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -628839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -628844.625000 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -628844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628851.562500 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -628851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628852.687500 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -628852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -628855.312500 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -628855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -628858.750000 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -628858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -628862.750000 Penalty: 4080.645508
	Iteration 29Q: 3 clusters Score -628862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628866.750000 Penalty: 4080.645508
	Iteration 30Q: 3 clusters Score -628866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628869.000000 Penalty: 4080.645508
	Iteration 31Q: 3 clusters Score -628869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -628870.125000 Penalty: 4080.645508
	Iteration 32Q: 3 clusters Score -628870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -628870.125000 Penalty: 4080.645508
	Iteration 33F: 3 clusters Score -628870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Entering Unmasked Estep 
Score: -5049581.500000 Penalty: 2539.315186
	Iteration 0F: 2 clusters Score -5049582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -5030445.500000 Penalty: 5078.630371
	Iteration 0F: 3 clusters Score -5030446 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5037226.000000 Penalty: 5078.630371
	Iteration 1F: 3 clusters Score -5037226 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5037809.000000 Penalty: 5078.630371
	Iteration 2F: 3 clusters Score -5037809 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5038390.500000 Penalty: 5078.630371
	Iteration 3F: 3 clusters Score -5038390 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5039083.000000 Penalty: 5078.630371
	Iteration 4F: 3 clusters Score -5039083 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5039913.500000 Penalty: 5078.630371
	Iteration 5F: 3 clusters Score -5039914 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5041184.000000 Penalty: 5078.630371
	Iteration 6F: 3 clusters Score -5041184 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5042797.000000 Penalty: 5078.630371
	Iteration 7F: 3 clusters Score -5042797 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5044573.000000 Penalty: 5078.630371
	Iteration 8F: 3 clusters Score -5044573 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5046099.000000 Penalty: 5078.630371
	Iteration 9F: 3 clusters Score -5046099 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5046957.000000 Penalty: 5078.630371
	Iteration 10Q: 3 clusters Score -5046957 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5047430.500000 Penalty: 5078.630371
	Iteration 11Q: 3 clusters Score -5047430 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5047757.000000 Penalty: 5078.630371
	Iteration 12Q: 3 clusters Score -5047757 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5048089.000000 Penalty: 5078.630371
	Iteration 13Q: 3 clusters Score -5048089 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5048391.000000 Penalty: 5078.630371
	Iteration 14Q: 3 clusters Score -5048391 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5048549.500000 Penalty: 5078.630371
	Iteration 15Q: 3 clusters Score -5048550 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5048639.500000 Penalty: 5078.630371
	Iteration 16Q: 3 clusters Score -5048640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5048674.500000 Penalty: 5078.630371
	Iteration 17Q: 3 clusters Score -5048674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5048679.000000 Penalty: 5078.630371
	Iteration 18Q: 3 clusters Score -5048679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5048674.000000 Penalty: 5078.630371
	Iteration 19Q: 3 clusters Score -5048674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5048675.500000 Penalty: 5078.630371
	Iteration 20F: 3 clusters Score -5048676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5048679.000000 Penalty: 5078.630371
	Iteration 21Q: 3 clusters Score -5048679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5048686.000000 Penalty: 5078.630371
	Iteration 22Q: 3 clusters Score -5048686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5048689.000000 Penalty: 5078.630371
	Iteration 23Q: 3 clusters Score -5048689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5048684.000000 Penalty: 5078.630371
	Iteration 24Q: 3 clusters Score -5048684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5048687.500000 Penalty: 5078.630371
	Iteration 25Q: 3 clusters Score -5048688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5048694.500000 Penalty: 5078.630371
	Iteration 26Q: 3 clusters Score -5048694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5048691.000000 Penalty: 5078.630371
	Iteration 27Q: 3 clusters Score -5048691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5048697.000000 Penalty: 5078.630371
	Iteration 28Q: 3 clusters Score -5048697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5048699.000000 Penalty: 5078.630371
	Iteration 29Q: 3 clusters Score -5048699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5048702.500000 Penalty: 5078.630371
	Iteration 30Q: 3 clusters Score -5048702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5048699.500000 Penalty: 5078.630371
	Iteration 31Q: 3 clusters Score -5048700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5048701.500000 Penalty: 5078.630371
	Iteration 32Q: 3 clusters Score -5048702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5048699.000000 Penalty: 5078.630371
	Iteration 33Q: 3 clusters Score -5048699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5048696.000000 Penalty: 5078.630371
	Iteration 34Q: 3 clusters Score -5048696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5048698.000000 Penalty: 5078.630371
	Iteration 35Q: 3 clusters Score -5048698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5048699.500000 Penalty: 5078.630371
	Iteration 36Q: 3 clusters Score -5048700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5048699.500000 Penalty: 5078.630371
	Iteration 37Q: 3 clusters Score -5048700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5048701.000000 Penalty: 5078.630371
	Iteration 38Q: 3 clusters Score -5048701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5048701.000000 Penalty: 5078.630371
	Iteration 39F: 3 clusters Score -5048701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36934.960938 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36934.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35745.585938 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35745.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35916.007812 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35916.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36117.242188 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -36117.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36430.031250 Penalty: 2794.855469
	Iteration 3F: 3 clusters Score -36430.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36562.417969 Penalty: 2794.855469
	Iteration 4F: 3 clusters Score -36562.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36612.164062 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36612.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36613.886719 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36613.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36613.886719 Penalty: 2794.855469
	Iteration 7F: 3 clusters Score -36613.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71647.101562 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71647.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71809.632812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71809.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71873.523438 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -71873.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71916.382812 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -71916.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71945.250000 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -71945.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71962.390625 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -71962.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71972.570312 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -71972.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71973.421875 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -71973.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71973.421875 Penalty: 3035.667480
	Iteration 8F: 3 clusters Score -71973.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -67543.664062 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -67543.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66187.101562 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -66187.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66500.226562 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -66500.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66673.265625 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -66673.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66788.382812 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -66788.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66818.289062 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -66818.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66827.859375 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -66827.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66829.593750 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -66829.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66829.593750 Penalty: 3045.382812
	Iteration 7F: 3 clusters Score -66829.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -739948.312500 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -739948.3 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 2243 members 
Entering Unmasked Estep 
Score: -735827.000000 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -735827 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -737088.812500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -737088.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -737652.812500 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -737652.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -738102.937500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -738102.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -738436.500000 Penalty: 4168.729492
	Iteration 4F: 3 clusters Score -738436.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -738711.437500 Penalty: 4168.729492
	Iteration 5F: 3 clusters Score -738711.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -738922.937500 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -738922.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -739096.312500 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -739096.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -739299.312500 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -739299.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -739530.937500 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -739530.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -739791.625000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -739791.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -740034.062500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -740034.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -740209.000000 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -740209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -740275.625000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -740275.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -740332.250000 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -740332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -740373.812500 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -740373.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -740419.687500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -740419.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -740450.187500 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -740450.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -740477.250000 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -740477.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -740507.937500 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -740507.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -740536.875000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -740536.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -740555.250000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -740555.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -740567.125000 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -740567.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -740575.125000 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -740575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -740579.125000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -740579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -740583.500000 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -740583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -740591.000000 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -740591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -740591.812500 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -740591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -740596.250000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -740596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -740595.875000 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -740595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -740598.312500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -740598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -740598.187500 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -740598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -740599.500000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -740599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -740599.812500 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -740599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -740599.812500 Penalty: 4168.729492
	Iteration 34F: 3 clusters Score -740599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 2052 members 
Entering Unmasked Estep 
Score: -117238632.000000 Penalty: 203298.921875
Splitting cluster 13 changes total score from -117238784.000000 to -117238632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40398.367188 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40398.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40513.562500 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40513.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40561.265625 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40561.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40573.375000 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40573.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40588.734375 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40588.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40609.121094 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -40609.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40611.132812 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -40611.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40611.132812 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -40611.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1203363.625000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -1203364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1197737.125000 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -1197737 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1199128.000000 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -1199128 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1199383.625000 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -1199384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1199591.500000 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -1199592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1199785.625000 Penalty: 4371.907715
	Iteration 4Q: 3 clusters Score -1199786 nChanged 273
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: -1199958.875000 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -1199959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1200120.375000 Penalty: 4371.907715
	Iteration 6Q: 3 clusters Score -1200120 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1200284.875000 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -1200285 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1200426.000000 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -1200426 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1200549.500000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -1200550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1200646.250000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -1200646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1200724.625000 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -1200725 nChanged 140
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: -1200790.375000 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -1200790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1200847.375000 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -1200847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1200895.125000 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -1200895 nChanged 107
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: -1200937.375000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -1200937 nChanged 112
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: -1200975.750000 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -1200976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1201004.500000 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -1201004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1201025.250000 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -1201025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1201046.750000 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -1201047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1201071.250000 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -1201071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1201098.000000 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -1201098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1201123.250000 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -1201123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1201139.875000 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -1201140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1201159.625000 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -1201160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1201168.125000 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -1201168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1201186.500000 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -1201186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1201200.000000 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -1201200 nChanged 59
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: -1201213.875000 Penalty: 4371.907715
	Iteration 28Q: 3 clusters Score -1201214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1201234.875000 Penalty: 4371.907715
	Iteration 29Q: 3 clusters Score -1201235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1201252.000000 Penalty: 4371.907715
	Iteration 30Q: 3 clusters Score -1201252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1201263.875000 Penalty: 4371.907715
	Iteration 31Q: 3 clusters Score -1201264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1201281.625000 Penalty: 4371.907715
	Iteration 32Q: 3 clusters Score -1201282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1201291.750000 Penalty: 4371.907715
	Iteration 33Q: 3 clusters Score -1201292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1201300.250000 Penalty: 4371.907715
	Iteration 34Q: 3 clusters Score -1201300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1201316.375000 Penalty: 4371.907715
	Iteration 35Q: 3 clusters Score -1201316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1201330.625000 Penalty: 4371.907715
	Iteration 36Q: 3 clusters Score -1201331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1201349.000000 Penalty: 4371.907715
	Iteration 37Q: 3 clusters Score -1201349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1201361.375000 Penalty: 4371.907715
	Iteration 38Q: 3 clusters Score -1201361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1201372.750000 Penalty: 4371.907715
	Iteration 39Q: 3 clusters Score -1201373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1201385.125000 Penalty: 4371.907715
	Iteration 40F: 3 clusters Score -1201385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1201398.250000 Penalty: 4371.907715
	Iteration 41Q: 3 clusters Score -1201398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1201407.375000 Penalty: 4371.907715
	Iteration 42Q: 3 clusters Score -1201407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1201414.375000 Penalty: 4371.907715
	Iteration 43Q: 3 clusters Score -1201414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1201423.000000 Penalty: 4371.907715
	Iteration 44Q: 3 clusters Score -1201423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1201431.000000 Penalty: 4371.907715
	Iteration 45Q: 3 clusters Score -1201431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1201434.500000 Penalty: 4371.907715
	Iteration 46Q: 3 clusters Score -1201434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1201441.500000 Penalty: 4371.907715
	Iteration 47Q: 3 clusters Score -1201442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1201442.375000 Penalty: 4371.907715
	Iteration 48Q: 3 clusters Score -1201442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1201450.625000 Penalty: 4371.907715
	Iteration 49Q: 3 clusters Score -1201451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1201453.625000 Penalty: 4371.907715
	Iteration 50Q: 3 clusters Score -1201454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1201460.750000 Penalty: 4371.907715
	Iteration 51Q: 3 clusters Score -1201461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1201467.000000 Penalty: 4371.907715
	Iteration 52Q: 3 clusters Score -1201467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1201474.375000 Penalty: 4371.907715
	Iteration 53Q: 3 clusters Score -1201474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1201480.500000 Penalty: 4371.907715
	Iteration 54Q: 3 clusters Score -1201480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1201486.000000 Penalty: 4371.907715
	Iteration 55Q: 3 clusters Score -1201486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1201490.500000 Penalty: 4371.907715
	Iteration 56Q: 3 clusters Score -1201490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1201492.125000 Penalty: 4371.907715
	Iteration 57Q: 3 clusters Score -1201492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1201493.500000 Penalty: 4371.907715
	Iteration 58Q: 3 clusters Score -1201494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1201498.250000 Penalty: 4371.907715
	Iteration 59Q: 3 clusters Score -1201498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1201498.750000 Penalty: 4371.907715
	Iteration 60F: 3 clusters Score -1201499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1201498.750000 Penalty: 4371.907715
	Iteration 61Q: 3 clusters Score -1201499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1201499.875000 Penalty: 4371.907715
	Iteration 62Q: 3 clusters Score -1201500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1201501.000000 Penalty: 4371.907715
	Iteration 63Q: 3 clusters Score -1201501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1201501.625000 Penalty: 4371.907715
	Iteration 64Q: 3 clusters Score -1201502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1201501.375000 Penalty: 4371.907715
	Iteration 65Q: 3 clusters Score -1201501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1201500.250000 Penalty: 4371.907715
	Iteration 66Q: 3 clusters Score -1201500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1201499.500000 Penalty: 4371.907715
	Iteration 67Q: 3 clusters Score -1201500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1201499.500000 Penalty: 4371.907715
	Iteration 68F: 3 clusters Score -1201500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Entering Unmasked Estep 
Score: -5801508.500000 Penalty: 2584.614990
	Iteration 0F: 2 clusters Score -5801508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5778628.000000 Penalty: 5169.229980
	Iteration 0F: 3 clusters Score -5778628 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5787222.000000 Penalty: 5169.229980
	Iteration 1F: 3 clusters Score -5787222 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5787887.500000 Penalty: 5169.229980
	Iteration 2F: 3 clusters Score -5787888 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5788565.000000 Penalty: 5169.229980
	Iteration 3F: 3 clusters Score -5788565 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5789083.500000 Penalty: 5169.229980
	Iteration 4Q: 3 clusters Score -5789084 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5789634.500000 Penalty: 5169.229980
	Iteration 5Q: 3 clusters Score -5789634 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5790145.500000 Penalty: 5169.229980
	Iteration 6Q: 3 clusters Score -5790146 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5790638.000000 Penalty: 5169.229980
	Iteration 7Q: 3 clusters Score -5790638 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5791090.500000 Penalty: 5169.229980
	Iteration 8Q: 3 clusters Score -5791090 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5791467.000000 Penalty: 5169.229980
	Iteration 9Q: 3 clusters Score -5791467 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5791854.500000 Penalty: 5169.229980
	Iteration 10Q: 3 clusters Score -5791854 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5792236.500000 Penalty: 5169.229980
	Iteration 11Q: 3 clusters Score -5792236 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5792627.000000 Penalty: 5169.229980
	Iteration 12Q: 3 clusters Score -5792627 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5793058.000000 Penalty: 5169.229980
	Iteration 13Q: 3 clusters Score -5793058 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5793647.000000 Penalty: 5169.229980
	Iteration 14Q: 3 clusters Score -5793647 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5794391.500000 Penalty: 5169.229980
	Iteration 15Q: 3 clusters Score -5794392 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5795340.000000 Penalty: 5169.229980
	Iteration 16Q: 3 clusters Score -5795340 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5796401.500000 Penalty: 5169.229980
	Iteration 17Q: 3 clusters Score -5796402 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -5797451.000000 Penalty: 5169.229980
	Iteration 18Q: 3 clusters Score -5797451 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5798330.000000 Penalty: 5169.229980
	Iteration 19Q: 3 clusters Score -5798330 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5798845.000000 Penalty: 5169.229980
	Iteration 20F: 3 clusters Score -5798845 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5799206.000000 Penalty: 5169.229980
	Iteration 21Q: 3 clusters Score -5799206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5799416.500000 Penalty: 5169.229980
	Iteration 22Q: 3 clusters Score -5799416 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5799547.000000 Penalty: 5169.229980
	Iteration 23Q: 3 clusters Score -5799547 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5799612.000000 Penalty: 5169.229980
	Iteration 24Q: 3 clusters Score -5799612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -5799659.500000 Penalty: 5169.229980
	Iteration 25Q: 3 clusters Score -5799660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5799690.500000 Penalty: 5169.229980
	Iteration 26Q: 3 clusters Score -5799690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5799718.000000 Penalty: 5169.229980
	Iteration 27Q: 3 clusters Score -5799718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -5799747.000000 Penalty: 5169.229980
	Iteration 28Q: 3 clusters Score -5799747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5799764.500000 Penalty: 5169.229980
	Iteration 29Q: 3 clusters Score -5799764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -5799770.500000 Penalty: 5169.229980
	Iteration 30Q: 3 clusters Score -5799770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5799787.000000 Penalty: 5169.229980
	Iteration 31Q: 3 clusters Score -5799787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5799781.500000 Penalty: 5169.229980
	Iteration 32Q: 3 clusters Score -5799782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -5799806.000000 Penalty: 5169.229980
	Iteration 33Q: 3 clusters Score -5799806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5799803.500000 Penalty: 5169.229980
	Iteration 34Q: 3 clusters Score -5799804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5799813.500000 Penalty: 5169.229980
	Iteration 35Q: 3 clusters Score -5799814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5799818.000000 Penalty: 5169.229980
	Iteration 36Q: 3 clusters Score -5799818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5799807.000000 Penalty: 5169.229980
	Iteration 37Q: 3 clusters Score -5799807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -5799807.500000 Penalty: 5169.229980
	Iteration 38Q: 3 clusters Score -5799808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5799813.500000 Penalty: 5169.229980
	Iteration 39Q: 3 clusters Score -5799814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5799816.000000 Penalty: 5169.229980
	Iteration 40F: 3 clusters Score -5799816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -5799811.500000 Penalty: 5169.229980
	Iteration 41Q: 3 clusters Score -5799812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -5799811.500000 Penalty: 5169.229980
	Iteration 42F: 3 clusters Score -5799812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Entering Unmasked Estep 
Score: -6140540.500000 Penalty: 2591.360352
	Iteration 0F: 2 clusters Score -6140540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -6117477.000000 Penalty: 5182.720703
	Iteration 0F: 3 clusters Score -6117477 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -6125975.500000 Penalty: 5182.720703
	Iteration 1F: 3 clusters Score -6125976 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -6126514.000000 Penalty: 5182.720703
	Iteration 2Q: 3 clusters Score -6126514 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -6127009.500000 Penalty: 5182.720703
	Iteration 3Q: 3 clusters Score -6127010 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6127624.000000 Penalty: 5182.720703
	Iteration 4Q: 3 clusters Score -6127624 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6128225.500000 Penalty: 5182.720703
	Iteration 5Q: 3 clusters Score -6128226 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6128907.500000 Penalty: 5182.720703
	Iteration 6Q: 3 clusters Score -6128908 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6129643.000000 Penalty: 5182.720703
	Iteration 7Q: 3 clusters Score -6129643 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -6130491.000000 Penalty: 5182.720703
	Iteration 8Q: 3 clusters Score -6130491 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -6131328.000000 Penalty: 5182.720703
	Iteration 9Q: 3 clusters Score -6131328 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -6132185.000000 Penalty: 5182.720703
	Iteration 10Q: 3 clusters Score -6132185 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6133056.500000 Penalty: 5182.720703
	Iteration 11Q: 3 clusters Score -6133056 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -6133855.000000 Penalty: 5182.720703
	Iteration 12Q: 3 clusters Score -6133855 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -6134592.000000 Penalty: 5182.720703
	Iteration 13Q: 3 clusters Score -6134592 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6135285.500000 Penalty: 5182.720703
	Iteration 14Q: 3 clusters Score -6135286 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -6135773.500000 Penalty: 5182.720703
	Iteration 15Q: 3 clusters Score -6135774 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6136263.000000 Penalty: 5182.720703
	Iteration 16Q: 3 clusters Score -6136263 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6136683.000000 Penalty: 5182.720703
	Iteration 17Q: 3 clusters Score -6136683 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -6137047.000000 Penalty: 5182.720703
	Iteration 18Q: 3 clusters Score -6137047 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -6137372.500000 Penalty: 5182.720703
	Iteration 19Q: 3 clusters Score -6137372 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6137677.500000 Penalty: 5182.720703
	Iteration 20F: 3 clusters Score -6137678 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6137916.500000 Penalty: 5182.720703
	Iteration 21Q: 3 clusters Score -6137916 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6138122.000000 Penalty: 5182.720703
	Iteration 22Q: 3 clusters Score -6138122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6138304.500000 Penalty: 5182.720703
	Iteration 23Q: 3 clusters Score -6138304 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6138496.500000 Penalty: 5182.720703
	Iteration 24Q: 3 clusters Score -6138496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6138663.500000 Penalty: 5182.720703
	Iteration 25Q: 3 clusters Score -6138664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6138813.000000 Penalty: 5182.720703
	Iteration 26Q: 3 clusters Score -6138813 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6138932.000000 Penalty: 5182.720703
	Iteration 27Q: 3 clusters Score -6138932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6139035.000000 Penalty: 5182.720703
	Iteration 28Q: 3 clusters Score -6139035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6139133.000000 Penalty: 5182.720703
	Iteration 29Q: 3 clusters Score -6139133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6139197.500000 Penalty: 5182.720703
	Iteration 30Q: 3 clusters Score -6139198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6139236.500000 Penalty: 5182.720703
	Iteration 31Q: 3 clusters Score -6139236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6139293.500000 Penalty: 5182.720703
	Iteration 32Q: 3 clusters Score -6139294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6139325.500000 Penalty: 5182.720703
	Iteration 33Q: 3 clusters Score -6139326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6139334.500000 Penalty: 5182.720703
	Iteration 34Q: 3 clusters Score -6139334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6139344.500000 Penalty: 5182.720703
	Iteration 35Q: 3 clusters Score -6139344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6139350.000000 Penalty: 5182.720703
	Iteration 36Q: 3 clusters Score -6139350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6139359.000000 Penalty: 5182.720703
	Iteration 37Q: 3 clusters Score -6139359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6139373.500000 Penalty: 5182.720703
	Iteration 38Q: 3 clusters Score -6139374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6139380.500000 Penalty: 5182.720703
	Iteration 39Q: 3 clusters Score -6139380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6139394.000000 Penalty: 5182.720703
	Iteration 40F: 3 clusters Score -6139394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6139394.500000 Penalty: 5182.720703
	Iteration 41Q: 3 clusters Score -6139394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6139405.000000 Penalty: 5182.720703
	Iteration 42Q: 3 clusters Score -6139405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6139405.500000 Penalty: 5182.720703
	Iteration 43Q: 3 clusters Score -6139406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6139400.500000 Penalty: 5182.720703
	Iteration 44Q: 3 clusters Score -6139400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6139402.500000 Penalty: 5182.720703
	Iteration 45Q: 3 clusters Score -6139402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6139409.000000 Penalty: 5182.720703
	Iteration 46Q: 3 clusters Score -6139409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6139407.500000 Penalty: 5182.720703
	Iteration 47Q: 3 clusters Score -6139408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6139402.500000 Penalty: 5182.720703
	Iteration 48Q: 3 clusters Score -6139402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6139409.500000 Penalty: 5182.720703
	Iteration 49Q: 3 clusters Score -6139410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6139399.500000 Penalty: 5182.720703
	Iteration 50Q: 3 clusters Score -6139400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6139407.000000 Penalty: 5182.720703
	Iteration 51Q: 3 clusters Score -6139407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6139409.500000 Penalty: 5182.720703
	Iteration 52Q: 3 clusters Score -6139410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6139409.000000 Penalty: 5182.720703
	Iteration 53Q: 3 clusters Score -6139409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6139410.500000 Penalty: 5182.720703
	Iteration 54Q: 3 clusters Score -6139410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6139407.500000 Penalty: 5182.720703
	Iteration 55Q: 3 clusters Score -6139408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6139407.500000 Penalty: 5182.720703
	Iteration 56F: 3 clusters Score -6139408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Entering Unmasked Estep 
Score: -2143916.250000 Penalty: 2327.409180
	Iteration 0F: 2 clusters Score -2143916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2134998.000000 Penalty: 4654.818359
	Iteration 0F: 3 clusters Score -2134998 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2137737.250000 Penalty: 4654.818359
	Iteration 1F: 3 clusters Score -2137737 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2138079.750000 Penalty: 4654.818359
	Iteration 2F: 3 clusters Score -2138080 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2138349.750000 Penalty: 4654.818359
	Iteration 3Q: 3 clusters Score -2138350 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2138597.250000 Penalty: 4654.818359
	Iteration 4Q: 3 clusters Score -2138597 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2138809.500000 Penalty: 4654.818359
	Iteration 5Q: 3 clusters Score -2138810 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2138996.750000 Penalty: 4654.818359
	Iteration 6Q: 3 clusters Score -2138997 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2139212.500000 Penalty: 4654.818359
	Iteration 7Q: 3 clusters Score -2139212 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2139461.250000 Penalty: 4654.818359
	Iteration 8Q: 3 clusters Score -2139461 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2139750.000000 Penalty: 4654.818359
	Iteration 9Q: 3 clusters Score -2139750 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2140063.750000 Penalty: 4654.818359
	Iteration 10Q: 3 clusters Score -2140064 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2140433.500000 Penalty: 4654.818359
	Iteration 11Q: 3 clusters Score -2140434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2140894.000000 Penalty: 4654.818359
	Iteration 12Q: 3 clusters Score -2140894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2141329.250000 Penalty: 4654.818359
	Iteration 13Q: 3 clusters Score -2141329 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2141659.500000 Penalty: 4654.818359
	Iteration 14Q: 3 clusters Score -2141660 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2141826.000000 Penalty: 4654.818359
	Iteration 15Q: 3 clusters Score -2141826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2141909.500000 Penalty: 4654.818359
	Iteration 16Q: 3 clusters Score -2141910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2141950.000000 Penalty: 4654.818359
	Iteration 17Q: 3 clusters Score -2141950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2141986.500000 Penalty: 4654.818359
	Iteration 18Q: 3 clusters Score -2141986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2142001.750000 Penalty: 4654.818359
	Iteration 19Q: 3 clusters Score -2142002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2142011.500000 Penalty: 4654.818359
	Iteration 20F: 3 clusters Score -2142012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2142017.500000 Penalty: 4654.818359
	Iteration 21Q: 3 clusters Score -2142018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2142020.000000 Penalty: 4654.818359
	Iteration 22Q: 3 clusters Score -2142020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2142028.750000 Penalty: 4654.818359
	Iteration 23Q: 3 clusters Score -2142029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2142032.750000 Penalty: 4654.818359
	Iteration 24Q: 3 clusters Score -2142033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2142039.250000 Penalty: 4654.818359
	Iteration 25Q: 3 clusters Score -2142039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2142040.750000 Penalty: 4654.818359
	Iteration 26Q: 3 clusters Score -2142041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2142050.500000 Penalty: 4654.818359
	Iteration 27Q: 3 clusters Score -2142050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2142049.750000 Penalty: 4654.818359
	Iteration 28Q: 3 clusters Score -2142050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2142051.250000 Penalty: 4654.818359
	Iteration 29Q: 3 clusters Score -2142051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2142050.750000 Penalty: 4654.818359
	Iteration 30Q: 3 clusters Score -2142051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2142052.000000 Penalty: 4654.818359
	Iteration 31Q: 3 clusters Score -2142052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2142050.750000 Penalty: 4654.818359
	Iteration 32Q: 3 clusters Score -2142051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2142053.750000 Penalty: 4654.818359
	Iteration 33Q: 3 clusters Score -2142054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2142053.750000 Penalty: 4654.818359
	Iteration 34F: 3 clusters Score -2142054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -2552899.250000 Penalty: 2378.881592
	Iteration 0F: 2 clusters Score -2552899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2542232.750000 Penalty: 4757.763184
	Iteration 0F: 3 clusters Score -2542233 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2545527.250000 Penalty: 4757.763184
	Iteration 1F: 3 clusters Score -2545527 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2545855.250000 Penalty: 4757.763184
	Iteration 2F: 3 clusters Score -2545855 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2546138.250000 Penalty: 4757.763184
	Iteration 3Q: 3 clusters Score -2546138 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2546404.500000 Penalty: 4757.763184
	Iteration 4Q: 3 clusters Score -2546404 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2546647.750000 Penalty: 4757.763184
	Iteration 5Q: 3 clusters Score -2546648 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2546874.000000 Penalty: 4757.763184
	Iteration 6Q: 3 clusters Score -2546874 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2547120.750000 Penalty: 4757.763184
	Iteration 7Q: 3 clusters Score -2547121 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2547369.500000 Penalty: 4757.763184
	Iteration 8Q: 3 clusters Score -2547370 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2547715.500000 Penalty: 4757.763184
	Iteration 9Q: 3 clusters Score -2547716 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2548125.500000 Penalty: 4757.763184
	Iteration 10Q: 3 clusters Score -2548126 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2548530.750000 Penalty: 4757.763184
	Iteration 11Q: 3 clusters Score -2548531 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2548997.750000 Penalty: 4757.763184
	Iteration 12Q: 3 clusters Score -2548998 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2549475.750000 Penalty: 4757.763184
	Iteration 13Q: 3 clusters Score -2549476 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2549894.250000 Penalty: 4757.763184
	Iteration 14Q: 3 clusters Score -2549894 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2550250.000000 Penalty: 4757.763184
	Iteration 15Q: 3 clusters Score -2550250 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2550473.000000 Penalty: 4757.763184
	Iteration 16Q: 3 clusters Score -2550473 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2550627.500000 Penalty: 4757.763184
	Iteration 17Q: 3 clusters Score -2550628 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2550705.000000 Penalty: 4757.763184
	Iteration 18Q: 3 clusters Score -2550705 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2550769.500000 Penalty: 4757.763184
	Iteration 19Q: 3 clusters Score -2550770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2550821.750000 Penalty: 4757.763184
	Iteration 20F: 3 clusters Score -2550822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2550873.500000 Penalty: 4757.763184
	Iteration 21Q: 3 clusters Score -2550874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2550898.750000 Penalty: 4757.763184
	Iteration 22Q: 3 clusters Score -2550899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2550921.750000 Penalty: 4757.763184
	Iteration 23Q: 3 clusters Score -2550922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2550937.750000 Penalty: 4757.763184
	Iteration 24Q: 3 clusters Score -2550938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2550963.000000 Penalty: 4757.763184
	Iteration 25Q: 3 clusters Score -2550963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2550973.250000 Penalty: 4757.763184
	Iteration 26Q: 3 clusters Score -2550973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2550996.750000 Penalty: 4757.763184
	Iteration 27Q: 3 clusters Score -2550997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2551007.750000 Penalty: 4757.763184
	Iteration 28Q: 3 clusters Score -2551008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2551012.750000 Penalty: 4757.763184
	Iteration 29Q: 3 clusters Score -2551013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2551014.000000 Penalty: 4757.763184
	Iteration 30Q: 3 clusters Score -2551014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2551029.250000 Penalty: 4757.763184
	Iteration 31Q: 3 clusters Score -2551029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2551028.250000 Penalty: 4757.763184
	Iteration 32Q: 3 clusters Score -2551028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2551037.250000 Penalty: 4757.763184
	Iteration 33Q: 3 clusters Score -2551037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2551041.750000 Penalty: 4757.763184
	Iteration 34Q: 3 clusters Score -2551042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2551044.750000 Penalty: 4757.763184
	Iteration 35Q: 3 clusters Score -2551045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2551050.750000 Penalty: 4757.763184
	Iteration 36Q: 3 clusters Score -2551051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2551050.250000 Penalty: 4757.763184
	Iteration 37Q: 3 clusters Score -2551050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2551045.000000 Penalty: 4757.763184
	Iteration 38Q: 3 clusters Score -2551045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2551052.750000 Penalty: 4757.763184
	Iteration 39Q: 3 clusters Score -2551053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2551050.000000 Penalty: 4757.763184
	Iteration 40F: 3 clusters Score -2551050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2551049.500000 Penalty: 4757.763184
	Iteration 41Q: 3 clusters Score -2551050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2551049.500000 Penalty: 4757.763184
	Iteration 42F: 3 clusters Score -2551050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Entering Unmasked Estep 
Score: -2450240.000000 Penalty: 2371.424072
	Iteration 0F: 2 clusters Score -2450240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2439898.500000 Penalty: 4742.848145
	Iteration 0F: 3 clusters Score -2439898 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2443745.750000 Penalty: 4742.848145
	Iteration 1F: 3 clusters Score -2443746 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2445079.500000 Penalty: 4742.848145
	Iteration 2F: 3 clusters Score -2445080 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2447020.500000 Penalty: 4742.848145
	Iteration 3F: 3 clusters Score -2447020 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2448736.750000 Penalty: 4742.848145
	Iteration 4F: 3 clusters Score -2448737 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2449615.750000 Penalty: 4742.848145
	Iteration 5F: 3 clusters Score -2449616 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2450045.000000 Penalty: 4742.848145
	Iteration 6Q: 3 clusters Score -2450045 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2450242.000000 Penalty: 4742.848145
	Iteration 7Q: 3 clusters Score -2450242 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2450361.750000 Penalty: 4742.848145
	Iteration 8Q: 3 clusters Score -2450362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2450441.250000 Penalty: 4742.848145
	Iteration 9Q: 3 clusters Score -2450441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2450497.000000 Penalty: 4742.848145
	Iteration 10Q: 3 clusters Score -2450497 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2450546.000000 Penalty: 4742.848145
	Iteration 11Q: 3 clusters Score -2450546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2450576.000000 Penalty: 4742.848145
	Iteration 12Q: 3 clusters Score -2450576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2450598.250000 Penalty: 4742.848145
	Iteration 13Q: 3 clusters Score -2450598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2450616.500000 Penalty: 4742.848145
	Iteration 14Q: 3 clusters Score -2450616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2450635.250000 Penalty: 4742.848145
	Iteration 15Q: 3 clusters Score -2450635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2450641.500000 Penalty: 4742.848145
	Iteration 16Q: 3 clusters Score -2450642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2450649.750000 Penalty: 4742.848145
	Iteration 17Q: 3 clusters Score -2450650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2450665.000000 Penalty: 4742.848145
	Iteration 18Q: 3 clusters Score -2450665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2450670.250000 Penalty: 4742.848145
	Iteration 19Q: 3 clusters Score -2450670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2450671.250000 Penalty: 4742.848145
	Iteration 20F: 3 clusters Score -2450671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2450675.000000 Penalty: 4742.848145
	Iteration 21Q: 3 clusters Score -2450675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2450679.250000 Penalty: 4742.848145
	Iteration 22Q: 3 clusters Score -2450679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2450683.250000 Penalty: 4742.848145
	Iteration 23Q: 3 clusters Score -2450683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2450685.500000 Penalty: 4742.848145
	Iteration 24Q: 3 clusters Score -2450686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2450696.250000 Penalty: 4742.848145
	Iteration 25Q: 3 clusters Score -2450696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2450710.500000 Penalty: 4742.848145
	Iteration 26Q: 3 clusters Score -2450710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2450709.500000 Penalty: 4742.848145
	Iteration 27Q: 3 clusters Score -2450710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2450712.250000 Penalty: 4742.848145
	Iteration 28Q: 3 clusters Score -2450712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2450710.000000 Penalty: 4742.848145
	Iteration 29Q: 3 clusters Score -2450710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2450724.500000 Penalty: 4742.848145
	Iteration 30Q: 3 clusters Score -2450724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2450726.500000 Penalty: 4742.848145
	Iteration 31Q: 3 clusters Score -2450726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2450732.500000 Penalty: 4742.848145
	Iteration 32Q: 3 clusters Score -2450732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2450731.250000 Penalty: 4742.848145
	Iteration 33Q: 3 clusters Score -2450731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2450730.500000 Penalty: 4742.848145
	Iteration 34Q: 3 clusters Score -2450730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2450740.250000 Penalty: 4742.848145
	Iteration 35Q: 3 clusters Score -2450740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2450743.500000 Penalty: 4742.848145
	Iteration 36Q: 3 clusters Score -2450744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2450754.500000 Penalty: 4742.848145
	Iteration 37Q: 3 clusters Score -2450754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2450759.750000 Penalty: 4742.848145
	Iteration 38Q: 3 clusters Score -2450760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2450757.750000 Penalty: 4742.848145
	Iteration 39Q: 3 clusters Score -2450758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2450765.000000 Penalty: 4742.848145
	Iteration 40F: 3 clusters Score -2450765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2450768.250000 Penalty: 4742.848145
	Iteration 41Q: 3 clusters Score -2450768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2450766.750000 Penalty: 4742.848145
	Iteration 42Q: 3 clusters Score -2450767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2450771.500000 Penalty: 4742.848145
	Iteration 43Q: 3 clusters Score -2450772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2450772.000000 Penalty: 4742.848145
	Iteration 44Q: 3 clusters Score -2450772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2450765.000000 Penalty: 4742.848145
	Iteration 45Q: 3 clusters Score -2450765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2450773.000000 Penalty: 4742.848145
	Iteration 46Q: 3 clusters Score -2450773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2450773.500000 Penalty: 4742.848145
	Iteration 47Q: 3 clusters Score -2450774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2450776.250000 Penalty: 4742.848145
	Iteration 48Q: 3 clusters Score -2450776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2450778.500000 Penalty: 4742.848145
	Iteration 49Q: 3 clusters Score -2450778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2450780.750000 Penalty: 4742.848145
	Iteration 50Q: 3 clusters Score -2450781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2450780.500000 Penalty: 4742.848145
	Iteration 51Q: 3 clusters Score -2450780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2450778.750000 Penalty: 4742.848145
	Iteration 52Q: 3 clusters Score -2450779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2450781.500000 Penalty: 4742.848145
	Iteration 53Q: 3 clusters Score -2450782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2450782.250000 Penalty: 4742.848145
	Iteration 54Q: 3 clusters Score -2450782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2450786.250000 Penalty: 4742.848145
	Iteration 55Q: 3 clusters Score -2450786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2450785.500000 Penalty: 4742.848145
	Iteration 56Q: 3 clusters Score -2450786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2450787.500000 Penalty: 4742.848145
	Iteration 57Q: 3 clusters Score -2450788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2450791.250000 Penalty: 4742.848145
	Iteration 58Q: 3 clusters Score -2450791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2450791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2450791.000000 Penalty: 4742.848145
	Iteration 60F: 3 clusters Score -2450791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2450791.000000 Penalty: 4742.848145
	Iteration 61Q: 3 clusters Score -2450791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2450795.000000 Penalty: 4742.848145
	Iteration 62Q: 3 clusters Score -2450795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2450799.500000 Penalty: 4742.848145
	Iteration 63Q: 3 clusters Score -2450800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2450799.000000 Penalty: 4742.848145
	Iteration 64Q: 3 clusters Score -2450799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2450796.500000 Penalty: 4742.848145
	Iteration 65Q: 3 clusters Score -2450796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2450787.750000 Penalty: 4742.848145
	Iteration 66Q: 3 clusters Score -2450788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2450798.000000 Penalty: 4742.848145
	Iteration 67Q: 3 clusters Score -2450798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2450801.500000 Penalty: 4742.848145
	Iteration 68Q: 3 clusters Score -2450802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2450800.500000 Penalty: 4742.848145
	Iteration 69Q: 3 clusters Score -2450800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2450799.750000 Penalty: 4742.848145
	Iteration 70Q: 3 clusters Score -2450800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2450803.250000 Penalty: 4742.848145
	Iteration 71Q: 3 clusters Score -2450803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2450806.750000 Penalty: 4742.848145
	Iteration 72Q: 3 clusters Score -2450807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2450810.000000 Penalty: 4742.848145
	Iteration 73Q: 3 clusters Score -2450810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2450807.000000 Penalty: 4742.848145
	Iteration 74Q: 3 clusters Score -2450807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2450807.750000 Penalty: 4742.848145
	Iteration 75Q: 3 clusters Score -2450808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2450819.000000 Penalty: 4742.848145
	Iteration 76Q: 3 clusters Score -2450819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2450819.500000 Penalty: 4742.848145
	Iteration 77Q: 3 clusters Score -2450820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2450827.250000 Penalty: 4742.848145
	Iteration 78Q: 3 clusters Score -2450827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2450823.000000 Penalty: 4742.848145
	Iteration 79Q: 3 clusters Score -2450823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2450829.000000 Penalty: 4742.848145
	Iteration 80F: 3 clusters Score -2450829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2450833.250000 Penalty: 4742.848145
	Iteration 81Q: 3 clusters Score -2450833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2450839.000000 Penalty: 4742.848145
	Iteration 82Q: 3 clusters Score -2450839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2450836.500000 Penalty: 4742.848145
	Iteration 83Q: 3 clusters Score -2450836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2450835.750000 Penalty: 4742.848145
	Iteration 84Q: 3 clusters Score -2450836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2450836.250000 Penalty: 4742.848145
	Iteration 85Q: 3 clusters Score -2450836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2450841.000000 Penalty: 4742.848145
	Iteration 86Q: 3 clusters Score -2450841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2450842.250000 Penalty: 4742.848145
	Iteration 87Q: 3 clusters Score -2450842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2450841.750000 Penalty: 4742.848145
	Iteration 88Q: 3 clusters Score -2450842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2450838.750000 Penalty: 4742.848145
	Iteration 89Q: 3 clusters Score -2450839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2450834.250000 Penalty: 4742.848145
	Iteration 90Q: 3 clusters Score -2450834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2450840.250000 Penalty: 4742.848145
	Iteration 91Q: 3 clusters Score -2450840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2450839.250000 Penalty: 4742.848145
	Iteration 92Q: 3 clusters Score -2450839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2450837.000000 Penalty: 4742.848145
	Iteration 93Q: 3 clusters Score -2450837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2450838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2450839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2450836.750000 Penalty: 4742.848145
	Iteration 96Q: 3 clusters Score -2450837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2450839.750000 Penalty: 4742.848145
	Iteration 97Q: 3 clusters Score -2450840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2450833.500000 Penalty: 4742.848145
	Iteration 98Q: 3 clusters Score -2450834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2450835.250000 Penalty: 4742.848145
	Iteration 99Q: 3 clusters Score -2450835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2450840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2450842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2450843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2450842.750000 Penalty: 4742.848145
	Iteration 103Q: 3 clusters Score -2450843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2450847.750000 Penalty: 4742.848145
	Iteration 104Q: 3 clusters Score -2450848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2450851.000000 Penalty: 4742.848145
	Iteration 105Q: 3 clusters Score -2450851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2450854.500000 Penalty: 4742.848145
	Iteration 106Q: 3 clusters Score -2450854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2450849.750000 Penalty: 4742.848145
	Iteration 107Q: 3 clusters Score -2450850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2450852.500000 Penalty: 4742.848145
	Iteration 108Q: 3 clusters Score -2450852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2450848.500000 Penalty: 4742.848145
	Iteration 109Q: 3 clusters Score -2450848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2450850.750000 Penalty: 4742.848145
	Iteration 110Q: 3 clusters Score -2450851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2450849.500000 Penalty: 4742.848145
	Iteration 111Q: 3 clusters Score -2450850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2450847.750000 Penalty: 4742.848145
	Iteration 112Q: 3 clusters Score -2450848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2450849.000000 Penalty: 4742.848145
	Iteration 113Q: 3 clusters Score -2450849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2450851.250000 Penalty: 4742.848145
	Iteration 114Q: 3 clusters Score -2450851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2450856.250000 Penalty: 4742.848145
	Iteration 115Q: 3 clusters Score -2450856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2450859.250000 Penalty: 4742.848145
	Iteration 116Q: 3 clusters Score -2450859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2450863.000000 Penalty: 4742.848145
	Iteration 117Q: 3 clusters Score -2450863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2450865.500000 Penalty: 4742.848145
	Iteration 118Q: 3 clusters Score -2450866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2450865.250000 Penalty: 4742.848145
	Iteration 119Q: 3 clusters Score -2450865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2450866.250000 Penalty: 4742.848145
	Iteration 120F: 3 clusters Score -2450866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2450866.000000 Penalty: 4742.848145
	Iteration 121Q: 3 clusters Score -2450866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2450864.750000 Penalty: 4742.848145
	Iteration 122Q: 3 clusters Score -2450865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2450865.000000 Penalty: 4742.848145
	Iteration 123Q: 3 clusters Score -2450865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2450864.250000 Penalty: 4742.848145
	Iteration 124Q: 3 clusters Score -2450864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2450864.000000 Penalty: 4742.848145
	Iteration 125Q: 3 clusters Score -2450864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2450866.250000 Penalty: 4742.848145
	Iteration 126Q: 3 clusters Score -2450866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2450865.500000 Penalty: 4742.848145
	Iteration 127Q: 3 clusters Score -2450866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2450872.500000 Penalty: 4742.848145
	Iteration 128Q: 3 clusters Score -2450872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2450865.750000 Penalty: 4742.848145
	Iteration 129Q: 3 clusters Score -2450866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2450875.500000 Penalty: 4742.848145
	Iteration 130Q: 3 clusters Score -2450876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2450879.500000 Penalty: 4742.848145
	Iteration 131Q: 3 clusters Score -2450880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2450884.250000 Penalty: 4742.848145
	Iteration 132Q: 3 clusters Score -2450884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2450879.500000 Penalty: 4742.848145
	Iteration 133Q: 3 clusters Score -2450880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2450885.000000 Penalty: 4742.848145
	Iteration 134Q: 3 clusters Score -2450885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2450880.750000 Penalty: 4742.848145
	Iteration 135Q: 3 clusters Score -2450881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2450886.250000 Penalty: 4742.848145
	Iteration 136Q: 3 clusters Score -2450886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2450882.250000 Penalty: 4742.848145
	Iteration 137Q: 3 clusters Score -2450882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2450880.000000 Penalty: 4742.848145
	Iteration 138Q: 3 clusters Score -2450880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2450879.500000 Penalty: 4742.848145
	Iteration 139Q: 3 clusters Score -2450880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2450884.750000 Penalty: 4742.848145
	Iteration 140F: 3 clusters Score -2450885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2450885.750000 Penalty: 4742.848145
	Iteration 141Q: 3 clusters Score -2450886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2450884.000000 Penalty: 4742.848145
	Iteration 142Q: 3 clusters Score -2450884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2450888.750000 Penalty: 4742.848145
	Iteration 143Q: 3 clusters Score -2450889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2450893.500000 Penalty: 4742.848145
	Iteration 144Q: 3 clusters Score -2450894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2450895.250000 Penalty: 4742.848145
	Iteration 145Q: 3 clusters Score -2450895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2450897.250000 Penalty: 4742.848145
	Iteration 146Q: 3 clusters Score -2450897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2450899.250000 Penalty: 4742.848145
	Iteration 147Q: 3 clusters Score -2450899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2450896.500000 Penalty: 4742.848145
	Iteration 148Q: 3 clusters Score -2450896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2450896.500000 Penalty: 4742.848145
	Iteration 149F: 3 clusters Score -2450896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 7034 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 7183 members 
Entering Unmasked Estep 
Score: -117237936.000000 Penalty: 203298.921875
Splitting cluster 20 changes total score from -117238784.000000 to -117237936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -2152526.250000 Penalty: 2335.221436
	Iteration 0F: 2 clusters Score -2152526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2143485.250000 Penalty: 4670.442871
	Iteration 0F: 3 clusters Score -2143485 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2146467.750000 Penalty: 4670.442871
	Iteration 1F: 3 clusters Score -2146468 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2146994.000000 Penalty: 4670.442871
	Iteration 2F: 3 clusters Score -2146994 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2147444.750000 Penalty: 4670.442871
	Iteration 3F: 3 clusters Score -2147445 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2147872.750000 Penalty: 4670.442871
	Iteration 4F: 3 clusters Score -2147873 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2148240.000000 Penalty: 4670.442871
	Iteration 5F: 3 clusters Score -2148240 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2148538.250000 Penalty: 4670.442871
	Iteration 6Q: 3 clusters Score -2148538 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2148815.000000 Penalty: 4670.442871
	Iteration 7Q: 3 clusters Score -2148815 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2149041.000000 Penalty: 4670.442871
	Iteration 8Q: 3 clusters Score -2149041 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2149213.500000 Penalty: 4670.442871
	Iteration 9Q: 3 clusters Score -2149214 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2149346.250000 Penalty: 4670.442871
	Iteration 10Q: 3 clusters Score -2149346 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2149449.500000 Penalty: 4670.442871
	Iteration 11Q: 3 clusters Score -2149450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2149533.000000 Penalty: 4670.442871
	Iteration 12Q: 3 clusters Score -2149533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2149615.250000 Penalty: 4670.442871
	Iteration 13Q: 3 clusters Score -2149615 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2149697.000000 Penalty: 4670.442871
	Iteration 14Q: 3 clusters Score -2149697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2149763.250000 Penalty: 4670.442871
	Iteration 15Q: 3 clusters Score -2149763 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2149829.000000 Penalty: 4670.442871
	Iteration 16Q: 3 clusters Score -2149829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2149893.000000 Penalty: 4670.442871
	Iteration 17Q: 3 clusters Score -2149893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2149966.250000 Penalty: 4670.442871
	Iteration 18Q: 3 clusters Score -2149966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2150040.250000 Penalty: 4670.442871
	Iteration 19Q: 3 clusters Score -2150040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2150091.000000 Penalty: 4670.442871
	Iteration 20F: 3 clusters Score -2150091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2150136.250000 Penalty: 4670.442871
	Iteration 21Q: 3 clusters Score -2150136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2150180.250000 Penalty: 4670.442871
	Iteration 22Q: 3 clusters Score -2150180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2150213.000000 Penalty: 4670.442871
	Iteration 23Q: 3 clusters Score -2150213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2150241.500000 Penalty: 4670.442871
	Iteration 24Q: 3 clusters Score -2150242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2150264.250000 Penalty: 4670.442871
	Iteration 25Q: 3 clusters Score -2150264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2150284.000000 Penalty: 4670.442871
	Iteration 26Q: 3 clusters Score -2150284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2150305.250000 Penalty: 4670.442871
	Iteration 27Q: 3 clusters Score -2150305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2150325.250000 Penalty: 4670.442871
	Iteration 28Q: 3 clusters Score -2150325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2150336.750000 Penalty: 4670.442871
	Iteration 29Q: 3 clusters Score -2150337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2150345.000000 Penalty: 4670.442871
	Iteration 30Q: 3 clusters Score -2150345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2150346.250000 Penalty: 4670.442871
	Iteration 31Q: 3 clusters Score -2150346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2150357.000000 Penalty: 4670.442871
	Iteration 32Q: 3 clusters Score -2150357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2150365.750000 Penalty: 4670.442871
	Iteration 33Q: 3 clusters Score -2150366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2150380.000000 Penalty: 4670.442871
	Iteration 34Q: 3 clusters Score -2150380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2150392.500000 Penalty: 4670.442871
	Iteration 35Q: 3 clusters Score -2150392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2150405.000000 Penalty: 4670.442871
	Iteration 36Q: 3 clusters Score -2150405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2150416.500000 Penalty: 4670.442871
	Iteration 37Q: 3 clusters Score -2150416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2150430.750000 Penalty: 4670.442871
	Iteration 38Q: 3 clusters Score -2150431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2150440.250000 Penalty: 4670.442871
	Iteration 39Q: 3 clusters Score -2150440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2150446.000000 Penalty: 4670.442871
	Iteration 40F: 3 clusters Score -2150446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2150451.750000 Penalty: 4670.442871
	Iteration 41Q: 3 clusters Score -2150452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2150454.750000 Penalty: 4670.442871
	Iteration 42Q: 3 clusters Score -2150455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2150458.250000 Penalty: 4670.442871
	Iteration 43Q: 3 clusters Score -2150458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2150459.250000 Penalty: 4670.442871
	Iteration 44Q: 3 clusters Score -2150459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2150461.750000 Penalty: 4670.442871
	Iteration 45Q: 3 clusters Score -2150462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2150461.750000 Penalty: 4670.442871
	Iteration 46F: 3 clusters Score -2150462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Entering Unmasked Estep 
Score: -750057.687500 Penalty: 2102.965332
	Iteration 0F: 2 clusters Score -750057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -745802.125000 Penalty: 4205.930664
	Iteration 0F: 3 clusters Score -745802.1 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -747568.062500 Penalty: 4205.930664
	Iteration 1F: 3 clusters Score -747568.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -748425.500000 Penalty: 4205.930664
	Iteration 2F: 3 clusters Score -748425.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -748956.812500 Penalty: 4205.930664
	Iteration 3F: 3 clusters Score -748956.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -749291.500000 Penalty: 4205.930664
	Iteration 4F: 3 clusters Score -749291.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -749525.000000 Penalty: 4205.930664
	Iteration 5Q: 3 clusters Score -749525 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -749688.687500 Penalty: 4205.930664
	Iteration 6Q: 3 clusters Score -749688.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -749805.000000 Penalty: 4205.930664
	Iteration 7Q: 3 clusters Score -749805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749877.187500 Penalty: 4205.930664
	Iteration 8Q: 3 clusters Score -749877.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -749927.562500 Penalty: 4205.930664
	Iteration 9Q: 3 clusters Score -749927.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -749969.187500 Penalty: 4205.930664
	Iteration 10Q: 3 clusters Score -749969.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -750001.062500 Penalty: 4205.930664
	Iteration 11Q: 3 clusters Score -750001.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -750029.750000 Penalty: 4205.930664
	Iteration 12Q: 3 clusters Score -750029.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -750042.750000 Penalty: 4205.930664
	Iteration 13Q: 3 clusters Score -750042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -750049.375000 Penalty: 4205.930664
	Iteration 14Q: 3 clusters Score -750049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -750055.062500 Penalty: 4205.930664
	Iteration 15Q: 3 clusters Score -750055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -750059.562500 Penalty: 4205.930664
	Iteration 16Q: 3 clusters Score -750059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -750062.375000 Penalty: 4205.930664
	Iteration 17Q: 3 clusters Score -750062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750063.625000 Penalty: 4205.930664
	Iteration 18Q: 3 clusters Score -750063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -750064.187500 Penalty: 4205.930664
	Iteration 19Q: 3 clusters Score -750064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750067.187500 Penalty: 4205.930664
	Iteration 20F: 3 clusters Score -750067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750066.812500 Penalty: 4205.930664
	Iteration 21Q: 3 clusters Score -750066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750066.437500 Penalty: 4205.930664
	Iteration 22Q: 3 clusters Score -750066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -750066.437500 Penalty: 4205.930664
	Iteration 23F: 3 clusters Score -750066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 3182 members 
Entering Unmasked Estep 
Score: -117238040.000000 Penalty: 203298.921875
Splitting cluster 22 changes total score from -117238784.000000 to -117238040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (13683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Entering Unmasked Estep 
Score: -2318562.500000 Penalty: 2361.929688
	Iteration 0F: 2 clusters Score -2318562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2308580.000000 Penalty: 4723.859375
	Iteration 0F: 3 clusters Score -2308580 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2311955.750000 Penalty: 4723.859375
	Iteration 1F: 3 clusters Score -2311956 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2312689.750000 Penalty: 4723.859375
	Iteration 2F: 3 clusters Score -2312690 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2313492.000000 Penalty: 4723.859375
	Iteration 3F: 3 clusters Score -2313492 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2314256.000000 Penalty: 4723.859375
	Iteration 4F: 3 clusters Score -2314256 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2314854.500000 Penalty: 4723.859375
	Iteration 5F: 3 clusters Score -2314854 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2315314.500000 Penalty: 4723.859375
	Iteration 6F: 3 clusters Score -2315314 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2315638.000000 Penalty: 4723.859375
	Iteration 7Q: 3 clusters Score -2315638 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2315810.000000 Penalty: 4723.859375
	Iteration 8Q: 3 clusters Score -2315810 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2315935.750000 Penalty: 4723.859375
	Iteration 9Q: 3 clusters Score -2315936 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2316040.500000 Penalty: 4723.859375
	Iteration 10Q: 3 clusters Score -2316040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2316102.500000 Penalty: 4723.859375
	Iteration 11Q: 3 clusters Score -2316102 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2316189.750000 Penalty: 4723.859375
	Iteration 12Q: 3 clusters Score -2316190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2316268.500000 Penalty: 4723.859375
	Iteration 13Q: 3 clusters Score -2316268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2316335.250000 Penalty: 4723.859375
	Iteration 14Q: 3 clusters Score -2316335 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2316405.000000 Penalty: 4723.859375
	Iteration 15Q: 3 clusters Score -2316405 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2316462.750000 Penalty: 4723.859375
	Iteration 16Q: 3 clusters Score -2316463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2316510.750000 Penalty: 4723.859375
	Iteration 17Q: 3 clusters Score -2316511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2316553.250000 Penalty: 4723.859375
	Iteration 18Q: 3 clusters Score -2316553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2316598.500000 Penalty: 4723.859375
	Iteration 19Q: 3 clusters Score -2316598 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2316643.000000 Penalty: 4723.859375
	Iteration 20F: 3 clusters Score -2316643 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2316685.250000 Penalty: 4723.859375
	Iteration 21Q: 3 clusters Score -2316685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2316737.500000 Penalty: 4723.859375
	Iteration 22Q: 3 clusters Score -2316738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2316791.000000 Penalty: 4723.859375
	Iteration 23Q: 3 clusters Score -2316791 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2316824.750000 Penalty: 4723.859375
	Iteration 24Q: 3 clusters Score -2316825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2316863.750000 Penalty: 4723.859375
	Iteration 25Q: 3 clusters Score -2316864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2316898.250000 Penalty: 4723.859375
	Iteration 26Q: 3 clusters Score -2316898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2316923.750000 Penalty: 4723.859375
	Iteration 27Q: 3 clusters Score -2316924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2316944.000000 Penalty: 4723.859375
	Iteration 28Q: 3 clusters Score -2316944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2316953.250000 Penalty: 4723.859375
	Iteration 29Q: 3 clusters Score -2316953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2316963.750000 Penalty: 4723.859375
	Iteration 30Q: 3 clusters Score -2316964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2316981.500000 Penalty: 4723.859375
	Iteration 31Q: 3 clusters Score -2316982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2317002.500000 Penalty: 4723.859375
	Iteration 32Q: 3 clusters Score -2317002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2317021.500000 Penalty: 4723.859375
	Iteration 33Q: 3 clusters Score -2317022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2317038.250000 Penalty: 4723.859375
	Iteration 34Q: 3 clusters Score -2317038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2317057.250000 Penalty: 4723.859375
	Iteration 35Q: 3 clusters Score -2317057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2317079.000000 Penalty: 4723.859375
	Iteration 36Q: 3 clusters Score -2317079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2317117.500000 Penalty: 4723.859375
	Iteration 37Q: 3 clusters Score -2317118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2317138.500000 Penalty: 4723.859375
	Iteration 38Q: 3 clusters Score -2317138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2317149.750000 Penalty: 4723.859375
	Iteration 39Q: 3 clusters Score -2317150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2317173.250000 Penalty: 4723.859375
	Iteration 40F: 3 clusters Score -2317173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2317203.000000 Penalty: 4723.859375
	Iteration 41Q: 3 clusters Score -2317203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2317245.500000 Penalty: 4723.859375
	Iteration 42Q: 3 clusters Score -2317246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2317273.250000 Penalty: 4723.859375
	Iteration 43Q: 3 clusters Score -2317273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2317287.000000 Penalty: 4723.859375
	Iteration 44Q: 3 clusters Score -2317287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2317303.750000 Penalty: 4723.859375
	Iteration 45Q: 3 clusters Score -2317304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2317316.000000 Penalty: 4723.859375
	Iteration 46Q: 3 clusters Score -2317316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2317323.750000 Penalty: 4723.859375
	Iteration 47Q: 3 clusters Score -2317324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2317328.000000 Penalty: 4723.859375
	Iteration 48Q: 3 clusters Score -2317328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2317328.500000 Penalty: 4723.859375
	Iteration 49Q: 3 clusters Score -2317328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2317330.500000 Penalty: 4723.859375
	Iteration 50Q: 3 clusters Score -2317330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2317331.500000 Penalty: 4723.859375
	Iteration 51Q: 3 clusters Score -2317332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2317338.250000 Penalty: 4723.859375
	Iteration 52Q: 3 clusters Score -2317338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2317339.500000 Penalty: 4723.859375
	Iteration 53Q: 3 clusters Score -2317340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2317339.250000 Penalty: 4723.859375
	Iteration 54Q: 3 clusters Score -2317339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2317342.000000 Penalty: 4723.859375
	Iteration 55Q: 3 clusters Score -2317342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2317341.750000 Penalty: 4723.859375
	Iteration 56Q: 3 clusters Score -2317342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2317346.750000 Penalty: 4723.859375
	Iteration 57Q: 3 clusters Score -2317347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2317345.750000 Penalty: 4723.859375
	Iteration 58Q: 3 clusters Score -2317346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2317345.000000 Penalty: 4723.859375
	Iteration 59Q: 3 clusters Score -2317345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2317347.250000 Penalty: 4723.859375
	Iteration 60F: 3 clusters Score -2317347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2317345.250000 Penalty: 4723.859375
	Iteration 61Q: 3 clusters Score -2317345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2317351.500000 Penalty: 4723.859375
	Iteration 62Q: 3 clusters Score -2317352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2317358.250000 Penalty: 4723.859375
	Iteration 63Q: 3 clusters Score -2317358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2317357.750000 Penalty: 4723.859375
	Iteration 64Q: 3 clusters Score -2317358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2317357.750000 Penalty: 4723.859375
	Iteration 65F: 3 clusters Score -2317358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -31339.281250 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -31339.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30301.406250 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30301.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30799.677734 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -30799.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31010.257812 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -31010.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31427.152344 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -31427.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31677.830078 Penalty: 2837.274658
	Iteration 4F: 3 clusters Score -31677.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32048.208984 Penalty: 2837.274658
	Iteration 5F: 3 clusters Score -32048.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32131.248047 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -32131.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32256.980469 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -32256.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32268.857422 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -32268.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32272.333984 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -32272.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32272.333984 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -32272.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 190 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 115 members 
Entering Unmasked Estep 
Score: -117238160.000000 Penalty: 203298.921875
Splitting cluster 24 changes total score from -117238784.000000 to -117238160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -44509.890625 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -44509.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43257.703125 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -43257.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43433.187500 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -43433.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43515.816406 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -43515.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43604.710938 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -43604.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43691.312500 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -43691.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43770.656250 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -43770.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43786.460938 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -43786.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43794.390625 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -43794.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43812.515625 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -43812.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43861.632812 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -43861.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43880.746094 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -43880.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43887.570312 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -43887.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43887.570312 Penalty: 2853.275879
	Iteration 12F: 3 clusters Score -43887.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -20550.927734 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -20550.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19472.082031 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -19472.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19655.646484 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -19655.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19681.994141 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -19681.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19686.671875 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -19686.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19686.671875 Penalty: 2787.718750
	Iteration 4F: 3 clusters Score -19686.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -399458.000000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -399458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -396666.156250 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -396666.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -397203.062500 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -397203.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -397335.406250 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -397335.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -397402.031250 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -397402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -397436.656250 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -397436.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -397467.593750 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -397467.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -397497.718750 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -397497.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -397525.531250 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -397525.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -397542.218750 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -397542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -397550.500000 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -397550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -397557.906250 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -397557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -397561.062500 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -397561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -397561.500000 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -397561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -397562.281250 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -397562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -397562.281250 Penalty: 3833.948730
	Iteration 14F: 3 clusters Score -397562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -39857.015625 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -39857.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38718.824219 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -38718.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38878.539062 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -38878.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38965.042969 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -38965.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38996.914062 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -38996.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39024.390625 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -39024.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39051.492188 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -39051.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39070.757812 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -39070.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39074.878906 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -39074.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39074.878906 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -39074.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Entering Unmasked Estep 
Score: -13248469.000000 Penalty: 2791.177979
	Iteration 0F: 2 clusters Score -1.324847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -13198406.000000 Penalty: 5582.355957
	Iteration 0F: 3 clusters Score -1.319841e+07 nChanged 36380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -13219810.000000 Penalty: 5582.355957
	Iteration 1F: 3 clusters Score -1.321981e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -13221650.000000 Penalty: 5582.355957
	Iteration 2F: 3 clusters Score -1.322165e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -13223928.000000 Penalty: 5582.355957
	Iteration 3F: 3 clusters Score -1.322393e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -13226822.000000 Penalty: 5582.355957
	Iteration 4F: 3 clusters Score -1.322682e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -13229863.000000 Penalty: 5582.355957
	Iteration 5F: 3 clusters Score -1.322986e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -13232879.000000 Penalty: 5582.355957
	Iteration 6F: 3 clusters Score -1.323288e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -13235474.000000 Penalty: 5582.355957
	Iteration 7F: 3 clusters Score -1.323547e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -13237517.000000 Penalty: 5582.355957
	Iteration 8F: 3 clusters Score -1.323752e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -13239123.000000 Penalty: 5582.355957
	Iteration 9Q: 3 clusters Score -1.323912e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -13240190.000000 Penalty: 5582.355957
	Iteration 10Q: 3 clusters Score -1.324019e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -13240890.000000 Penalty: 5582.355957
	Iteration 11Q: 3 clusters Score -1.324089e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -13241402.000000 Penalty: 5582.355957
	Iteration 12Q: 3 clusters Score -1.32414e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -13241595.000000 Penalty: 5582.355957
	Iteration 13Q: 3 clusters Score -1.32416e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -13241776.000000 Penalty: 5582.355957
	Iteration 14Q: 3 clusters Score -1.324178e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -13241968.000000 Penalty: 5582.355957
	Iteration 15Q: 3 clusters Score -1.324197e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -13242109.000000 Penalty: 5582.355957
	Iteration 16Q: 3 clusters Score -1.324211e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -13242237.000000 Penalty: 5582.355957
	Iteration 17Q: 3 clusters Score -1.324224e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -13242301.000000 Penalty: 5582.355957
	Iteration 18Q: 3 clusters Score -1.32423e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -13242399.000000 Penalty: 5582.355957
	Iteration 19Q: 3 clusters Score -1.32424e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -13242411.000000 Penalty: 5582.355957
	Iteration 20F: 3 clusters Score -1.324241e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -13242433.000000 Penalty: 5582.355957
	Iteration 21Q: 3 clusters Score -1.324243e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -13242417.000000 Penalty: 5582.355957
	Iteration 22Q: 3 clusters Score -1.324242e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -13242441.000000 Penalty: 5582.355957
	Iteration 23Q: 3 clusters Score -1.324244e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13242490.000000 Penalty: 5582.355957
	Iteration 24Q: 3 clusters Score -1.324249e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -13242465.000000 Penalty: 5582.355957
	Iteration 25Q: 3 clusters Score -1.324246e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -13242479.000000 Penalty: 5582.355957
	Iteration 26Q: 3 clusters Score -1.324248e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -13242530.000000 Penalty: 5582.355957
	Iteration 27Q: 3 clusters Score -1.324253e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -13242562.000000 Penalty: 5582.355957
	Iteration 28Q: 3 clusters Score -1.324256e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -13242560.000000 Penalty: 5582.355957
	Iteration 29Q: 3 clusters Score -1.324256e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -13242556.000000 Penalty: 5582.355957
	Iteration 30Q: 3 clusters Score -1.324256e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -13242637.000000 Penalty: 5582.355957
	Iteration 31Q: 3 clusters Score -1.324264e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -13242629.000000 Penalty: 5582.355957
	Iteration 32Q: 3 clusters Score -1.324263e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -13242640.000000 Penalty: 5582.355957
	Iteration 33Q: 3 clusters Score -1.324264e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -13242603.000000 Penalty: 5582.355957
	Iteration 34Q: 3 clusters Score -1.32426e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -13242579.000000 Penalty: 5582.355957
	Iteration 35Q: 3 clusters Score -1.324258e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13242600.000000 Penalty: 5582.355957
	Iteration 36Q: 3 clusters Score -1.32426e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -13242653.000000 Penalty: 5582.355957
	Iteration 37Q: 3 clusters Score -1.324265e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -13242679.000000 Penalty: 5582.355957
	Iteration 38Q: 3 clusters Score -1.324268e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -13242706.000000 Penalty: 5582.355957
	Iteration 39Q: 3 clusters Score -1.324271e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -13242721.000000 Penalty: 5582.355957
	Iteration 40F: 3 clusters Score -1.324272e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -13242726.000000 Penalty: 5582.355957
	Iteration 41Q: 3 clusters Score -1.324273e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -13242728.000000 Penalty: 5582.355957
	Iteration 42Q: 3 clusters Score -1.324273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -13242777.000000 Penalty: 5582.355957
	Iteration 43Q: 3 clusters Score -1.324278e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -13242767.000000 Penalty: 5582.355957
	Iteration 44Q: 3 clusters Score -1.324277e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -13242778.000000 Penalty: 5582.355957
	Iteration 45Q: 3 clusters Score -1.324278e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -13242806.000000 Penalty: 5582.355957
	Iteration 46Q: 3 clusters Score -1.324281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -13242818.000000 Penalty: 5582.355957
	Iteration 47Q: 3 clusters Score -1.324282e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -13242869.000000 Penalty: 5582.355957
	Iteration 48Q: 3 clusters Score -1.324287e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -13242884.000000 Penalty: 5582.355957
	Iteration 49Q: 3 clusters Score -1.324288e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -13242923.000000 Penalty: 5582.355957
	Iteration 50Q: 3 clusters Score -1.324292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -13242971.000000 Penalty: 5582.355957
	Iteration 51Q: 3 clusters Score -1.324297e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -13242991.000000 Penalty: 5582.355957
	Iteration 52Q: 3 clusters Score -1.324299e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -13242995.000000 Penalty: 5582.355957
	Iteration 53Q: 3 clusters Score -1.3243e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -13242977.000000 Penalty: 5582.355957
	Iteration 54Q: 3 clusters Score -1.324298e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -13242989.000000 Penalty: 5582.355957
	Iteration 55Q: 3 clusters Score -1.324299e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -13243004.000000 Penalty: 5582.355957
	Iteration 56Q: 3 clusters Score -1.3243e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -13243027.000000 Penalty: 5582.355957
	Iteration 57Q: 3 clusters Score -1.324303e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -13243065.000000 Penalty: 5582.355957
	Iteration 58Q: 3 clusters Score -1.324306e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -13243096.000000 Penalty: 5582.355957
	Iteration 59Q: 3 clusters Score -1.32431e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -13243072.000000 Penalty: 5582.355957
	Iteration 60F: 3 clusters Score -1.324307e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -13243073.000000 Penalty: 5582.355957
	Iteration 61Q: 3 clusters Score -1.324307e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -13243102.000000 Penalty: 5582.355957
	Iteration 62Q: 3 clusters Score -1.32431e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -13243104.000000 Penalty: 5582.355957
	Iteration 63Q: 3 clusters Score -1.32431e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -13243058.000000 Penalty: 5582.355957
	Iteration 64Q: 3 clusters Score -1.324306e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -13243086.000000 Penalty: 5582.355957
	Iteration 65Q: 3 clusters Score -1.324309e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -13243061.000000 Penalty: 5582.355957
	Iteration 66Q: 3 clusters Score -1.324306e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -13243067.000000 Penalty: 5582.355957
	Iteration 67Q: 3 clusters Score -1.324307e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -13243057.000000 Penalty: 5582.355957
	Iteration 68Q: 3 clusters Score -1.324306e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -13243090.000000 Penalty: 5582.355957
	Iteration 69Q: 3 clusters Score -1.324309e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -13243092.000000 Penalty: 5582.355957
	Iteration 70Q: 3 clusters Score -1.324309e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -13243092.000000 Penalty: 5582.355957
	Iteration 71Q: 3 clusters Score -1.324309e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -13243074.000000 Penalty: 5582.355957
	Iteration 72Q: 3 clusters Score -1.324307e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -13243099.000000 Penalty: 5582.355957
	Iteration 73Q: 3 clusters Score -1.32431e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -13243102.000000 Penalty: 5582.355957
	Iteration 74Q: 3 clusters Score -1.32431e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -13243091.000000 Penalty: 5582.355957
	Iteration 75Q: 3 clusters Score -1.324309e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -13243121.000000 Penalty: 5582.355957
	Iteration 76Q: 3 clusters Score -1.324312e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -13243138.000000 Penalty: 5582.355957
	Iteration 77Q: 3 clusters Score -1.324314e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -13243143.000000 Penalty: 5582.355957
	Iteration 78Q: 3 clusters Score -1.324314e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -13243160.000000 Penalty: 5582.355957
	Iteration 79Q: 3 clusters Score -1.324316e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -13243195.000000 Penalty: 5582.355957
	Iteration 80F: 3 clusters Score -1.32432e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -13243201.000000 Penalty: 5582.355957
	Iteration 81Q: 3 clusters Score -1.32432e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -13243218.000000 Penalty: 5582.355957
	Iteration 82Q: 3 clusters Score -1.324322e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -13243243.000000 Penalty: 5582.355957
	Iteration 83Q: 3 clusters Score -1.324324e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -13243284.000000 Penalty: 5582.355957
	Iteration 84Q: 3 clusters Score -1.324328e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -13243350.000000 Penalty: 5582.355957
	Iteration 85Q: 3 clusters Score -1.324335e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -13243387.000000 Penalty: 5582.355957
	Iteration 86Q: 3 clusters Score -1.324339e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -13243371.000000 Penalty: 5582.355957
	Iteration 87Q: 3 clusters Score -1.324337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -13243411.000000 Penalty: 5582.355957
	Iteration 88Q: 3 clusters Score -1.324341e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -13243395.000000 Penalty: 5582.355957
	Iteration 89Q: 3 clusters Score -1.32434e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -13243446.000000 Penalty: 5582.355957
	Iteration 90Q: 3 clusters Score -1.324345e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -13243453.000000 Penalty: 5582.355957
	Iteration 91Q: 3 clusters Score -1.324345e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -13243467.000000 Penalty: 5582.355957
	Iteration 92Q: 3 clusters Score -1.324347e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -13243503.000000 Penalty: 5582.355957
	Iteration 93Q: 3 clusters Score -1.32435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -13243531.000000 Penalty: 5582.355957
	Iteration 94Q: 3 clusters Score -1.324353e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -13243549.000000 Penalty: 5582.355957
	Iteration 95Q: 3 clusters Score -1.324355e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -13243575.000000 Penalty: 5582.355957
	Iteration 96Q: 3 clusters Score -1.324358e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -13243619.000000 Penalty: 5582.355957
	Iteration 97Q: 3 clusters Score -1.324362e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -13243618.000000 Penalty: 5582.355957
	Iteration 98Q: 3 clusters Score -1.324362e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -13243611.000000 Penalty: 5582.355957
	Iteration 99Q: 3 clusters Score -1.324361e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -13243639.000000 Penalty: 5582.355957
	Iteration 100F: 3 clusters Score -1.324364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.324366e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.324368e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.32437e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.324373e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.324373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -13243718.000000 Penalty: 5582.355957
	Iteration 106Q: 3 clusters Score -1.324372e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -13243716.000000 Penalty: 5582.355957
	Iteration 107Q: 3 clusters Score -1.324372e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.324375e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.324378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.324378e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -13243792.000000 Penalty: 5582.355957
	Iteration 111Q: 3 clusters Score -1.324379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.324379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -13243822.000000 Penalty: 5582.355957
	Iteration 113Q: 3 clusters Score -1.324382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.324382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -13243830.000000 Penalty: 5582.355957
	Iteration 115Q: 3 clusters Score -1.324383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.324382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -13243813.000000 Penalty: 5582.355957
	Iteration 117Q: 3 clusters Score -1.324381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -13243859.000000 Penalty: 5582.355957
	Iteration 118Q: 3 clusters Score -1.324386e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.324383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -13243856.000000 Penalty: 5582.355957
	Iteration 120F: 3 clusters Score -1.324386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.324387e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -13243871.000000 Penalty: 5582.355957
	Iteration 122Q: 3 clusters Score -1.324387e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -13243868.000000 Penalty: 5582.355957
	Iteration 123Q: 3 clusters Score -1.324387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -13243889.000000 Penalty: 5582.355957
	Iteration 124Q: 3 clusters Score -1.324389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -13243875.000000 Penalty: 5582.355957
	Iteration 125Q: 3 clusters Score -1.324388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -13243880.000000 Penalty: 5582.355957
	Iteration 126Q: 3 clusters Score -1.324388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -13243911.000000 Penalty: 5582.355957
	Iteration 127Q: 3 clusters Score -1.324391e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -13243912.000000 Penalty: 5582.355957
	Iteration 128Q: 3 clusters Score -1.324391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -13243909.000000 Penalty: 5582.355957
	Iteration 129Q: 3 clusters Score -1.324391e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.324391e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -13243895.000000 Penalty: 5582.355957
	Iteration 131Q: 3 clusters Score -1.32439e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -13243904.000000 Penalty: 5582.355957
	Iteration 132Q: 3 clusters Score -1.32439e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243897.000000 Penalty: 5582.355957
	Iteration 133Q: 3 clusters Score -1.32439e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -13243920.000000 Penalty: 5582.355957
	Iteration 134Q: 3 clusters Score -1.324392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -13243912.000000 Penalty: 5582.355957
	Iteration 135Q: 3 clusters Score -1.324391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -13243938.000000 Penalty: 5582.355957
	Iteration 136Q: 3 clusters Score -1.324394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -13243927.000000 Penalty: 5582.355957
	Iteration 137Q: 3 clusters Score -1.324393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -13243911.000000 Penalty: 5582.355957
	Iteration 138Q: 3 clusters Score -1.324391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -13243908.000000 Penalty: 5582.355957
	Iteration 139Q: 3 clusters Score -1.324391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -13243922.000000 Penalty: 5582.355957
	Iteration 140F: 3 clusters Score -1.324392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243899.000000 Penalty: 5582.355957
	Iteration 141Q: 3 clusters Score -1.32439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -13243926.000000 Penalty: 5582.355957
	Iteration 142Q: 3 clusters Score -1.324393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -13243933.000000 Penalty: 5582.355957
	Iteration 143Q: 3 clusters Score -1.324393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -13243904.000000 Penalty: 5582.355957
	Iteration 144Q: 3 clusters Score -1.32439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -13243904.000000 Penalty: 5582.355957
	Iteration 145Q: 3 clusters Score -1.32439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -13243928.000000 Penalty: 5582.355957
	Iteration 146Q: 3 clusters Score -1.324393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -13243932.000000 Penalty: 5582.355957
	Iteration 147Q: 3 clusters Score -1.324393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -13243917.000000 Penalty: 5582.355957
	Iteration 148Q: 3 clusters Score -1.324392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -13243932.000000 Penalty: 5582.355957
	Iteration 149Q: 3 clusters Score -1.324393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -13243940.000000 Penalty: 5582.355957
	Iteration 150Q: 3 clusters Score -1.324394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -13243937.000000 Penalty: 5582.355957
	Iteration 151Q: 3 clusters Score -1.324394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -13243943.000000 Penalty: 5582.355957
	Iteration 152Q: 3 clusters Score -1.324394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -13243937.000000 Penalty: 5582.355957
	Iteration 153Q: 3 clusters Score -1.324394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -13243937.000000 Penalty: 5582.355957
	Iteration 154Q: 3 clusters Score -1.324394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -13243943.000000 Penalty: 5582.355957
	Iteration 155Q: 3 clusters Score -1.324394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -13243930.000000 Penalty: 5582.355957
	Iteration 156Q: 3 clusters Score -1.324393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -13243942.000000 Penalty: 5582.355957
	Iteration 157Q: 3 clusters Score -1.324394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243949.000000 Penalty: 5582.355957
	Iteration 158Q: 3 clusters Score -1.324395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243931.000000 Penalty: 5582.355957
	Iteration 159Q: 3 clusters Score -1.324393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243953.000000 Penalty: 5582.355957
	Iteration 160F: 3 clusters Score -1.324395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243962.000000 Penalty: 5582.355957
	Iteration 161Q: 3 clusters Score -1.324396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243947.000000 Penalty: 5582.355957
	Iteration 162Q: 3 clusters Score -1.324395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243957.000000 Penalty: 5582.355957
	Iteration 163Q: 3 clusters Score -1.324396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243944.000000 Penalty: 5582.355957
	Iteration 164Q: 3 clusters Score -1.324394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243928.000000 Penalty: 5582.355957
	Iteration 165Q: 3 clusters Score -1.324393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243950.000000 Penalty: 5582.355957
	Iteration 166Q: 3 clusters Score -1.324395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243948.000000 Penalty: 5582.355957
	Iteration 167Q: 3 clusters Score -1.324395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243945.000000 Penalty: 5582.355957
	Iteration 168Q: 3 clusters Score -1.324394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243943.000000 Penalty: 5582.355957
	Iteration 169Q: 3 clusters Score -1.324394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243945.000000 Penalty: 5582.355957
	Iteration 170Q: 3 clusters Score -1.324394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243935.000000 Penalty: 5582.355957
	Iteration 171Q: 3 clusters Score -1.324394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243944.000000 Penalty: 5582.355957
	Iteration 172Q: 3 clusters Score -1.324394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -13243942.000000 Penalty: 5582.355957
	Iteration 173Q: 3 clusters Score -1.324394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -13243937.000000 Penalty: 5582.355957
	Iteration 174Q: 3 clusters Score -1.324394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -13243944.000000 Penalty: 5582.355957
	Iteration 175Q: 3 clusters Score -1.324394e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243920.000000 Penalty: 5582.355957
	Iteration 176Q: 3 clusters Score -1.324392e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243923.000000 Penalty: 5582.355957
	Iteration 177Q: 3 clusters Score -1.324392e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -13243925.000000 Penalty: 5582.355957
	Iteration 178Q: 3 clusters Score -1.324392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -13243939.000000 Penalty: 5582.355957
	Iteration 179Q: 3 clusters Score -1.324394e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -13243935.000000 Penalty: 5582.355957
	Iteration 180F: 3 clusters Score -1.324394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -13243926.000000 Penalty: 5582.355957
	Iteration 181Q: 3 clusters Score -1.324393e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -13243926.000000 Penalty: 5582.355957
	Iteration 182F: 3 clusters Score -1.324393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Entering Unmasked Estep 
Score: -1885999.750000 Penalty: 2311.582520
	Iteration 0F: 2 clusters Score -1886000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1877629.875000 Penalty: 4623.165039
	Iteration 0F: 3 clusters Score -1877630 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1880411.000000 Penalty: 4623.165039
	Iteration 1F: 3 clusters Score -1880411 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1880962.000000 Penalty: 4623.165039
	Iteration 2F: 3 clusters Score -1880962 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1881452.500000 Penalty: 4623.165039
	Iteration 3F: 3 clusters Score -1881452 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1881931.875000 Penalty: 4623.165039
	Iteration 4F: 3 clusters Score -1881932 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1882401.875000 Penalty: 4623.165039
	Iteration 5F: 3 clusters Score -1882402 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1882841.125000 Penalty: 4623.165039
	Iteration 6F: 3 clusters Score -1882841 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1883274.750000 Penalty: 4623.165039
	Iteration 7F: 3 clusters Score -1883275 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1883646.375000 Penalty: 4623.165039
	Iteration 8Q: 3 clusters Score -1883646 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1883947.375000 Penalty: 4623.165039
	Iteration 9Q: 3 clusters Score -1883947 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1884177.875000 Penalty: 4623.165039
	Iteration 10Q: 3 clusters Score -1884178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1884365.750000 Penalty: 4623.165039
	Iteration 11Q: 3 clusters Score -1884366 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1884509.750000 Penalty: 4623.165039
	Iteration 12Q: 3 clusters Score -1884510 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1884610.500000 Penalty: 4623.165039
	Iteration 13Q: 3 clusters Score -1884610 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1884683.750000 Penalty: 4623.165039
	Iteration 14Q: 3 clusters Score -1884684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1884747.250000 Penalty: 4623.165039
	Iteration 15Q: 3 clusters Score -1884747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1884799.625000 Penalty: 4623.165039
	Iteration 16Q: 3 clusters Score -1884800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1884838.250000 Penalty: 4623.165039
	Iteration 17Q: 3 clusters Score -1884838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1884872.750000 Penalty: 4623.165039
	Iteration 18Q: 3 clusters Score -1884873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1884900.750000 Penalty: 4623.165039
	Iteration 19Q: 3 clusters Score -1884901 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1884943.375000 Penalty: 4623.165039
	Iteration 20F: 3 clusters Score -1884943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1884978.000000 Penalty: 4623.165039
	Iteration 21Q: 3 clusters Score -1884978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1885014.500000 Penalty: 4623.165039
	Iteration 22Q: 3 clusters Score -1885014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1885050.625000 Penalty: 4623.165039
	Iteration 23Q: 3 clusters Score -1885051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1885092.750000 Penalty: 4623.165039
	Iteration 24Q: 3 clusters Score -1885093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1885113.625000 Penalty: 4623.165039
	Iteration 25Q: 3 clusters Score -1885114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1885150.500000 Penalty: 4623.165039
	Iteration 26Q: 3 clusters Score -1885150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1885198.375000 Penalty: 4623.165039
	Iteration 27Q: 3 clusters Score -1885198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1885234.125000 Penalty: 4623.165039
	Iteration 28Q: 3 clusters Score -1885234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1885261.875000 Penalty: 4623.165039
	Iteration 29Q: 3 clusters Score -1885262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1885294.500000 Penalty: 4623.165039
	Iteration 30Q: 3 clusters Score -1885294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1885324.375000 Penalty: 4623.165039
	Iteration 31Q: 3 clusters Score -1885324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1885350.875000 Penalty: 4623.165039
	Iteration 32Q: 3 clusters Score -1885351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1885371.750000 Penalty: 4623.165039
	Iteration 33Q: 3 clusters Score -1885372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1885388.750000 Penalty: 4623.165039
	Iteration 34Q: 3 clusters Score -1885389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1885410.625000 Penalty: 4623.165039
	Iteration 35Q: 3 clusters Score -1885411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1885425.000000 Penalty: 4623.165039
	Iteration 36Q: 3 clusters Score -1885425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1885429.250000 Penalty: 4623.165039
	Iteration 37Q: 3 clusters Score -1885429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1885437.875000 Penalty: 4623.165039
	Iteration 38Q: 3 clusters Score -1885438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1885450.000000 Penalty: 4623.165039
	Iteration 39Q: 3 clusters Score -1885450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1885457.750000 Penalty: 4623.165039
	Iteration 40F: 3 clusters Score -1885458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1885462.375000 Penalty: 4623.165039
	Iteration 41Q: 3 clusters Score -1885462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1885464.750000 Penalty: 4623.165039
	Iteration 42Q: 3 clusters Score -1885465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1885472.500000 Penalty: 4623.165039
	Iteration 43Q: 3 clusters Score -1885472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1885472.875000 Penalty: 4623.165039
	Iteration 44Q: 3 clusters Score -1885473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1885479.250000 Penalty: 4623.165039
	Iteration 45Q: 3 clusters Score -1885479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1885481.250000 Penalty: 4623.165039
	Iteration 46Q: 3 clusters Score -1885481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1885486.375000 Penalty: 4623.165039
	Iteration 47Q: 3 clusters Score -1885486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1885489.250000 Penalty: 4623.165039
	Iteration 48Q: 3 clusters Score -1885489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1885489.875000 Penalty: 4623.165039
	Iteration 49Q: 3 clusters Score -1885490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1885491.750000 Penalty: 4623.165039
	Iteration 50Q: 3 clusters Score -1885492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1885489.625000 Penalty: 4623.165039
	Iteration 51Q: 3 clusters Score -1885490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1885491.000000 Penalty: 4623.165039
	Iteration 52Q: 3 clusters Score -1885491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1885491.000000 Penalty: 4623.165039
	Iteration 53F: 3 clusters Score -1885491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Entering Unmasked Estep 
Score: -6659666.500000 Penalty: 2607.784912
	Iteration 0F: 2 clusters Score -6659666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -6635112.000000 Penalty: 5215.569824
	Iteration 0F: 3 clusters Score -6635112 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6644200.000000 Penalty: 5215.569824
	Iteration 1F: 3 clusters Score -6644200 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -6644619.500000 Penalty: 5215.569824
	Iteration 2Q: 3 clusters Score -6644620 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6644990.500000 Penalty: 5215.569824
	Iteration 3Q: 3 clusters Score -6644990 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -6645399.500000 Penalty: 5215.569824
	Iteration 4Q: 3 clusters Score -6645400 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -6645784.500000 Penalty: 5215.569824
	Iteration 5Q: 3 clusters Score -6645784 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6646242.500000 Penalty: 5215.569824
	Iteration 6Q: 3 clusters Score -6646242 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -6646792.000000 Penalty: 5215.569824
	Iteration 7Q: 3 clusters Score -6646792 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -6647649.500000 Penalty: 5215.569824
	Iteration 8Q: 3 clusters Score -6647650 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -6648828.000000 Penalty: 5215.569824
	Iteration 9F: 3 clusters Score -6648828 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6650387.000000 Penalty: 5215.569824
	Iteration 10F: 3 clusters Score -6650387 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6652164.500000 Penalty: 5215.569824
	Iteration 11F: 3 clusters Score -6652164 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6653859.000000 Penalty: 5215.569824
	Iteration 12F: 3 clusters Score -6653859 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6655158.500000 Penalty: 5215.569824
	Iteration 13Q: 3 clusters Score -6655158 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -6655859.000000 Penalty: 5215.569824
	Iteration 14Q: 3 clusters Score -6655859 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6656332.000000 Penalty: 5215.569824
	Iteration 15Q: 3 clusters Score -6656332 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6656700.500000 Penalty: 5215.569824
	Iteration 16Q: 3 clusters Score -6656700 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -6656952.000000 Penalty: 5215.569824
	Iteration 17Q: 3 clusters Score -6656952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -6657173.000000 Penalty: 5215.569824
	Iteration 18Q: 3 clusters Score -6657173 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -6657298.000000 Penalty: 5215.569824
	Iteration 19Q: 3 clusters Score -6657298 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -6657446.000000 Penalty: 5215.569824
	Iteration 20F: 3 clusters Score -6657446 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -6657537.500000 Penalty: 5215.569824
	Iteration 21Q: 3 clusters Score -6657538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -6657637.500000 Penalty: 5215.569824
	Iteration 22Q: 3 clusters Score -6657638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6657694.000000 Penalty: 5215.569824
	Iteration 23Q: 3 clusters Score -6657694 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6657716.500000 Penalty: 5215.569824
	Iteration 24Q: 3 clusters Score -6657716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -6657767.000000 Penalty: 5215.569824
	Iteration 25Q: 3 clusters Score -6657767 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6657775.500000 Penalty: 5215.569824
	Iteration 26Q: 3 clusters Score -6657776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -6657792.000000 Penalty: 5215.569824
	Iteration 27Q: 3 clusters Score -6657792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -6657820.500000 Penalty: 5215.569824
	Iteration 28Q: 3 clusters Score -6657820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6657831.500000 Penalty: 5215.569824
	Iteration 29Q: 3 clusters Score -6657832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -6657857.500000 Penalty: 5215.569824
	Iteration 30Q: 3 clusters Score -6657858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -6657857.000000 Penalty: 5215.569824
	Iteration 31Q: 3 clusters Score -6657857 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -6657872.500000 Penalty: 5215.569824
	Iteration 32Q: 3 clusters Score -6657872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6657889.000000 Penalty: 5215.569824
	Iteration 33Q: 3 clusters Score -6657889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -6657909.500000 Penalty: 5215.569824
	Iteration 34Q: 3 clusters Score -6657910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -6657915.000000 Penalty: 5215.569824
	Iteration 35Q: 3 clusters Score -6657915 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -6657933.500000 Penalty: 5215.569824
	Iteration 36Q: 3 clusters Score -6657934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -6657936.500000 Penalty: 5215.569824
	Iteration 37Q: 3 clusters Score -6657936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6657949.000000 Penalty: 5215.569824
	Iteration 38Q: 3 clusters Score -6657949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6657951.500000 Penalty: 5215.569824
	Iteration 39Q: 3 clusters Score -6657952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6657943.000000 Penalty: 5215.569824
	Iteration 40F: 3 clusters Score -6657943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -6657944.500000 Penalty: 5215.569824
	Iteration 41Q: 3 clusters Score -6657944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -6657929.500000 Penalty: 5215.569824
	Iteration 42Q: 3 clusters Score -6657930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -6657927.500000 Penalty: 5215.569824
	Iteration 43Q: 3 clusters Score -6657928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6657939.000000 Penalty: 5215.569824
	Iteration 44Q: 3 clusters Score -6657939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -6657938.500000 Penalty: 5215.569824
	Iteration 45Q: 3 clusters Score -6657938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6657945.000000 Penalty: 5215.569824
	Iteration 46Q: 3 clusters Score -6657945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6657948.000000 Penalty: 5215.569824
	Iteration 47Q: 3 clusters Score -6657948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -6657961.500000 Penalty: 5215.569824
	Iteration 48Q: 3 clusters Score -6657962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -6657960.500000 Penalty: 5215.569824
	Iteration 49Q: 3 clusters Score -6657960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -6657958.000000 Penalty: 5215.569824
	Iteration 50Q: 3 clusters Score -6657958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -6657957.500000 Penalty: 5215.569824
	Iteration 51Q: 3 clusters Score -6657958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -6657956.500000 Penalty: 5215.569824
	Iteration 52Q: 3 clusters Score -6657956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -6657956.000000 Penalty: 5215.569824
	Iteration 53Q: 3 clusters Score -6657956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -6657963.000000 Penalty: 5215.569824
	Iteration 54Q: 3 clusters Score -6657963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -6657961.000000 Penalty: 5215.569824
	Iteration 55Q: 3 clusters Score -6657961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6657965.000000 Penalty: 5215.569824
	Iteration 56Q: 3 clusters Score -6657965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -6657968.000000 Penalty: 5215.569824
	Iteration 57Q: 3 clusters Score -6657968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -6657959.000000 Penalty: 5215.569824
	Iteration 58Q: 3 clusters Score -6657959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -6657958.000000 Penalty: 5215.569824
	Iteration 59Q: 3 clusters Score -6657958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6657961.000000 Penalty: 5215.569824
	Iteration 60F: 3 clusters Score -6657961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -6657957.000000 Penalty: 5215.569824
	Iteration 61Q: 3 clusters Score -6657957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -6657952.500000 Penalty: 5215.569824
	Iteration 62Q: 3 clusters Score -6657952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6657953.500000 Penalty: 5215.569824
	Iteration 63Q: 3 clusters Score -6657954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6657966.000000 Penalty: 5215.569824
	Iteration 64Q: 3 clusters Score -6657966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6657956.500000 Penalty: 5215.569824
	Iteration 65Q: 3 clusters Score -6657956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6657959.000000 Penalty: 5215.569824
	Iteration 66Q: 3 clusters Score -6657959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6657959.000000 Penalty: 5215.569824
	Iteration 67F: 3 clusters Score -6657959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Entering Unmasked Estep 
Score: -6696734.500000 Penalty: 2609.661133
	Iteration 0F: 2 clusters Score -6696734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6673134.000000 Penalty: 5219.322266
	Iteration 0F: 3 clusters Score -6673134 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -6682472.000000 Penalty: 5219.322266
	Iteration 1F: 3 clusters Score -6682472 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -6682914.500000 Penalty: 5219.322266
	Iteration 2Q: 3 clusters Score -6682914 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -6683378.000000 Penalty: 5219.322266
	Iteration 3Q: 3 clusters Score -6683378 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -6683707.000000 Penalty: 5219.322266
	Iteration 4Q: 3 clusters Score -6683707 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -6683974.500000 Penalty: 5219.322266
	Iteration 5Q: 3 clusters Score -6683974 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -6684233.000000 Penalty: 5219.322266
	Iteration 6Q: 3 clusters Score -6684233 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -6684596.000000 Penalty: 5219.322266
	Iteration 7Q: 3 clusters Score -6684596 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -6685018.500000 Penalty: 5219.322266
	Iteration 8Q: 3 clusters Score -6685018 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6685666.000000 Penalty: 5219.322266
	Iteration 9Q: 3 clusters Score -6685666 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6686519.000000 Penalty: 5219.322266
	Iteration 10Q: 3 clusters Score -6686519 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -6687925.000000 Penalty: 5219.322266
	Iteration 11F: 3 clusters Score -6687925 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -6689803.000000 Penalty: 5219.322266
	Iteration 12F: 3 clusters Score -6689803 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6691840.000000 Penalty: 5219.322266
	Iteration 13F: 3 clusters Score -6691840 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -6693397.000000 Penalty: 5219.322266
	Iteration 14F: 3 clusters Score -6693397 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6694034.500000 Penalty: 5219.322266
	Iteration 15Q: 3 clusters Score -6694034 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -6694330.000000 Penalty: 5219.322266
	Iteration 16Q: 3 clusters Score -6694330 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -6694452.000000 Penalty: 5219.322266
	Iteration 17Q: 3 clusters Score -6694452 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6694552.500000 Penalty: 5219.322266
	Iteration 18Q: 3 clusters Score -6694552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -6694599.500000 Penalty: 5219.322266
	Iteration 19Q: 3 clusters Score -6694600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -6694635.500000 Penalty: 5219.322266
	Iteration 20F: 3 clusters Score -6694636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6694667.500000 Penalty: 5219.322266
	Iteration 21Q: 3 clusters Score -6694668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -6694685.500000 Penalty: 5219.322266
	Iteration 22Q: 3 clusters Score -6694686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6694706.000000 Penalty: 5219.322266
	Iteration 23Q: 3 clusters Score -6694706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -6694710.000000 Penalty: 5219.322266
	Iteration 24Q: 3 clusters Score -6694710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6694737.000000 Penalty: 5219.322266
	Iteration 25Q: 3 clusters Score -6694737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -6694731.500000 Penalty: 5219.322266
	Iteration 26Q: 3 clusters Score -6694732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6694733.500000 Penalty: 5219.322266
	Iteration 27Q: 3 clusters Score -6694734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -6694745.000000 Penalty: 5219.322266
	Iteration 28Q: 3 clusters Score -6694745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6694744.500000 Penalty: 5219.322266
	Iteration 29Q: 3 clusters Score -6694744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -6694747.000000 Penalty: 5219.322266
	Iteration 30Q: 3 clusters Score -6694747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6694748.000000 Penalty: 5219.322266
	Iteration 31Q: 3 clusters Score -6694748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6694747.500000 Penalty: 5219.322266
	Iteration 32Q: 3 clusters Score -6694748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6694747.500000 Penalty: 5219.322266
	Iteration 33F: 3 clusters Score -6694748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -2028699.875000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -2028700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2019646.750000 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -2019647 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2022770.125000 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -2022770 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2023715.375000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -2023715 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2024901.250000 Penalty: 4671.411133
	Iteration 3F: 3 clusters Score -2024901 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2026088.000000 Penalty: 4671.411133
	Iteration 4F: 3 clusters Score -2026088 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2026999.750000 Penalty: 4671.411133
	Iteration 5F: 3 clusters Score -2027000 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2027602.375000 Penalty: 4671.411133
	Iteration 6F: 3 clusters Score -2027602 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2027928.250000 Penalty: 4671.411133
	Iteration 7Q: 3 clusters Score -2027928 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2028122.000000 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -2028122 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2028282.750000 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -2028283 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2028405.375000 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -2028405 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2028484.750000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -2028485 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2028528.000000 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -2028528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2028565.750000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -2028566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2028588.625000 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -2028589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2028604.625000 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -2028605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2028630.250000 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -2028630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2028649.125000 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -2028649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2028667.375000 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -2028667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2028681.250000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -2028681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2028699.875000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -2028700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2028715.500000 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -2028716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2028730.375000 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -2028730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2028749.000000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -2028749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2028757.750000 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -2028758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2028772.250000 Penalty: 4671.411133
	Iteration 25Q: 3 clusters Score -2028772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2028790.375000 Penalty: 4671.411133
	Iteration 26Q: 3 clusters Score -2028790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2028798.125000 Penalty: 4671.411133
	Iteration 27Q: 3 clusters Score -2028798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2028806.000000 Penalty: 4671.411133
	Iteration 28Q: 3 clusters Score -2028806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2028812.000000 Penalty: 4671.411133
	Iteration 29Q: 3 clusters Score -2028812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2028819.000000 Penalty: 4671.411133
	Iteration 30Q: 3 clusters Score -2028819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2028819.750000 Penalty: 4671.411133
	Iteration 31Q: 3 clusters Score -2028820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2028825.750000 Penalty: 4671.411133
	Iteration 32Q: 3 clusters Score -2028826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2028830.750000 Penalty: 4671.411133
	Iteration 33Q: 3 clusters Score -2028831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2028832.250000 Penalty: 4671.411133
	Iteration 34Q: 3 clusters Score -2028832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2028837.500000 Penalty: 4671.411133
	Iteration 35Q: 3 clusters Score -2028838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2028836.125000 Penalty: 4671.411133
	Iteration 36Q: 3 clusters Score -2028836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2028840.500000 Penalty: 4671.411133
	Iteration 37Q: 3 clusters Score -2028840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2028847.375000 Penalty: 4671.411133
	Iteration 38Q: 3 clusters Score -2028847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2028851.250000 Penalty: 4671.411133
	Iteration 39Q: 3 clusters Score -2028851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2028851.375000 Penalty: 4671.411133
	Iteration 40F: 3 clusters Score -2028851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2028856.875000 Penalty: 4671.411133
	Iteration 41Q: 3 clusters Score -2028857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2028867.250000 Penalty: 4671.411133
	Iteration 42Q: 3 clusters Score -2028867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2028869.125000 Penalty: 4671.411133
	Iteration 43Q: 3 clusters Score -2028869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2028872.250000 Penalty: 4671.411133
	Iteration 44Q: 3 clusters Score -2028872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2028872.125000 Penalty: 4671.411133
	Iteration 45Q: 3 clusters Score -2028872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2028872.500000 Penalty: 4671.411133
	Iteration 46Q: 3 clusters Score -2028872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2028875.750000 Penalty: 4671.411133
	Iteration 47Q: 3 clusters Score -2028876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2028876.375000 Penalty: 4671.411133
	Iteration 48Q: 3 clusters Score -2028876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2028874.875000 Penalty: 4671.411133
	Iteration 49Q: 3 clusters Score -2028875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2028879.375000 Penalty: 4671.411133
	Iteration 50Q: 3 clusters Score -2028879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2028880.875000 Penalty: 4671.411133
	Iteration 51Q: 3 clusters Score -2028881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2028888.250000 Penalty: 4671.411133
	Iteration 52Q: 3 clusters Score -2028888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2028884.125000 Penalty: 4671.411133
	Iteration 53Q: 3 clusters Score -2028884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2028892.375000 Penalty: 4671.411133
	Iteration 54Q: 3 clusters Score -2028892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2028889.625000 Penalty: 4671.411133
	Iteration 55Q: 3 clusters Score -2028890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2028894.500000 Penalty: 4671.411133
	Iteration 56Q: 3 clusters Score -2028894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2028894.625000 Penalty: 4671.411133
	Iteration 57Q: 3 clusters Score -2028895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2028896.375000 Penalty: 4671.411133
	Iteration 58Q: 3 clusters Score -2028896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2028900.750000 Penalty: 4671.411133
	Iteration 59Q: 3 clusters Score -2028901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2028897.000000 Penalty: 4671.411133
	Iteration 60F: 3 clusters Score -2028897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2028902.250000 Penalty: 4671.411133
	Iteration 61Q: 3 clusters Score -2028902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2028909.125000 Penalty: 4671.411133
	Iteration 62Q: 3 clusters Score -2028909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2028909.000000 Penalty: 4671.411133
	Iteration 63Q: 3 clusters Score -2028909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2028910.875000 Penalty: 4671.411133
	Iteration 64Q: 3 clusters Score -2028911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2028921.500000 Penalty: 4671.411133
	Iteration 65Q: 3 clusters Score -2028922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2028928.125000 Penalty: 4671.411133
	Iteration 66Q: 3 clusters Score -2028928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2028932.875000 Penalty: 4671.411133
	Iteration 67Q: 3 clusters Score -2028933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2028933.750000 Penalty: 4671.411133
	Iteration 68Q: 3 clusters Score -2028934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2028933.750000 Penalty: 4671.411133
	Iteration 69Q: 3 clusters Score -2028934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2028936.000000 Penalty: 4671.411133
	Iteration 70Q: 3 clusters Score -2028936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2028941.125000 Penalty: 4671.411133
	Iteration 71Q: 3 clusters Score -2028941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2028942.625000 Penalty: 4671.411133
	Iteration 72Q: 3 clusters Score -2028943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2028943.750000 Penalty: 4671.411133
	Iteration 73Q: 3 clusters Score -2028944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2028945.250000 Penalty: 4671.411133
	Iteration 74Q: 3 clusters Score -2028945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2028942.000000 Penalty: 4671.411133
	Iteration 75Q: 3 clusters Score -2028942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2028947.250000 Penalty: 4671.411133
	Iteration 76Q: 3 clusters Score -2028947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2028946.125000 Penalty: 4671.411133
	Iteration 77Q: 3 clusters Score -2028946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2028948.125000 Penalty: 4671.411133
	Iteration 78Q: 3 clusters Score -2028948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2028944.500000 Penalty: 4671.411133
	Iteration 79Q: 3 clusters Score -2028944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2028946.500000 Penalty: 4671.411133
	Iteration 80F: 3 clusters Score -2028946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2028945.875000 Penalty: 4671.411133
	Iteration 81Q: 3 clusters Score -2028946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2028948.500000 Penalty: 4671.411133
	Iteration 82Q: 3 clusters Score -2028948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2028953.000000 Penalty: 4671.411133
	Iteration 83Q: 3 clusters Score -2028953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2028950.375000 Penalty: 4671.411133
	Iteration 84Q: 3 clusters Score -2028950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2028950.875000 Penalty: 4671.411133
	Iteration 85Q: 3 clusters Score -2028951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2028948.500000 Penalty: 4671.411133
	Iteration 86Q: 3 clusters Score -2028948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2028951.375000 Penalty: 4671.411133
	Iteration 87Q: 3 clusters Score -2028951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2028955.000000 Penalty: 4671.411133
	Iteration 88Q: 3 clusters Score -2028955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2028959.500000 Penalty: 4671.411133
	Iteration 89Q: 3 clusters Score -2028960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2028956.625000 Penalty: 4671.411133
	Iteration 90Q: 3 clusters Score -2028957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2028960.625000 Penalty: 4671.411133
	Iteration 91Q: 3 clusters Score -2028961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2028956.750000 Penalty: 4671.411133
	Iteration 92Q: 3 clusters Score -2028957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2028955.750000 Penalty: 4671.411133
	Iteration 93Q: 3 clusters Score -2028956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2028958.500000 Penalty: 4671.411133
	Iteration 94Q: 3 clusters Score -2028958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2028955.625000 Penalty: 4671.411133
	Iteration 95Q: 3 clusters Score -2028956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2028956.250000 Penalty: 4671.411133
	Iteration 96Q: 3 clusters Score -2028956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2028957.125000 Penalty: 4671.411133
	Iteration 97Q: 3 clusters Score -2028957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2028960.500000 Penalty: 4671.411133
	Iteration 98Q: 3 clusters Score -2028960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2028962.375000 Penalty: 4671.411133
	Iteration 99Q: 3 clusters Score -2028962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2028962.875000 Penalty: 4671.411133
	Iteration 100F: 3 clusters Score -2028963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2028960.625000 Penalty: 4671.411133
	Iteration 101Q: 3 clusters Score -2028961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2028961.625000 Penalty: 4671.411133
	Iteration 102Q: 3 clusters Score -2028962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2028958.125000 Penalty: 4671.411133
	Iteration 103Q: 3 clusters Score -2028958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2028958.250000 Penalty: 4671.411133
	Iteration 104Q: 3 clusters Score -2028958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2028960.750000 Penalty: 4671.411133
	Iteration 105Q: 3 clusters Score -2028961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2028958.500000 Penalty: 4671.411133
	Iteration 106Q: 3 clusters Score -2028958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2028959.125000 Penalty: 4671.411133
	Iteration 107Q: 3 clusters Score -2028959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2028958.250000 Penalty: 4671.411133
	Iteration 108Q: 3 clusters Score -2028958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2028958.250000 Penalty: 4671.411133
	Iteration 109F: 3 clusters Score -2028958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 8237 members 
Entering Unmasked Estep 
Score: -117238208.000000 Penalty: 203298.921875
Splitting cluster 33 changes total score from -117238784.000000 to -117238208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -376118.375000 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -376118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -373417.687500 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -373417.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -373990.468750 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -373990.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -374344.656250 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -374344.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -374622.656250 Penalty: 3803.142334
	Iteration 3F: 3 clusters Score -374622.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -374812.031250 Penalty: 3803.142334
	Iteration 4F: 3 clusters Score -374812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374923.187500 Penalty: 3803.142334
	Iteration 5Q: 3 clusters Score -374923.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -374989.000000 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -374989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -375065.250000 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -375065.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -375140.312500 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -375140.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375219.125000 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -375219.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -375293.093750 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -375293.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -375369.656250 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -375369.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -375457.531250 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -375457.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375517.281250 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -375517.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -375555.750000 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -375555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375581.187500 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -375581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -375599.125000 Penalty: 3803.142334
	Iteration 16Q: 3 clusters Score -375599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -375610.656250 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -375610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -375618.656250 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -375618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375620.593750 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -375620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -375624.156250 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -375624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375624.968750 Penalty: 3803.142334
	Iteration 21Q: 3 clusters Score -375625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375625.937500 Penalty: 3803.142334
	Iteration 22Q: 3 clusters Score -375625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375625.937500 Penalty: 3803.142334
	Iteration 23F: 3 clusters Score -375625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -331305.406250 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -331305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -328680.312500 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -328680.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -329207.375000 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -329207.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -329487.437500 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -329487.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -329814.156250 Penalty: 3766.063721
	Iteration 3F: 3 clusters Score -329814.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -330229.406250 Penalty: 3766.063721
	Iteration 4F: 3 clusters Score -330229.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330697.968750 Penalty: 3766.063721
	Iteration 5F: 3 clusters Score -330698 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -331258.968750 Penalty: 3766.063721
	Iteration 6F: 3 clusters Score -331259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -331782.031250 Penalty: 3766.063721
	Iteration 7F: 3 clusters Score -331782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -332187.375000 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -332187.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332343.125000 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -332343.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -332392.687500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -332392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -332396.406250 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -332396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -332397.906250 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -332397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332400.468750 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -332400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332400.468750 Penalty: 3766.063721
	Iteration 14F: 3 clusters Score -332400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 711 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 1273 members 
Entering Unmasked Estep 
Score: -117238536.000000 Penalty: 203298.921875
Splitting cluster 35 changes total score from -117238784.000000 to -117238536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -339520.281250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -339520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -336863.468750 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -336863.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -337436.875000 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -337436.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -337688.343750 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -337688.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -337918.750000 Penalty: 3784.468018
	Iteration 3F: 3 clusters Score -337918.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -338074.375000 Penalty: 3784.468018
	Iteration 4F: 3 clusters Score -338074.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -338198.062500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -338198.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -338285.875000 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -338285.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -338363.906250 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -338363.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -338413.093750 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -338413.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -338448.031250 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -338448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -338462.812500 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -338462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -338469.812500 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -338469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -338483.937500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -338483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -338493.187500 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -338493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -338498.875000 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -338498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -338502.656250 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -338502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -338510.062500 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -338510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -338513.562500 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -338513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -338518.250000 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -338518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -338522.250000 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -338522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -338525.250000 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -338525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -338528.156250 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -338528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -338528.906250 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -338528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -338528.906250 Penalty: 3784.468018
	Iteration 23F: 3 clusters Score -338528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -281659.843750 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -281659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -279305.218750 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -279305.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -279695.250000 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -279695.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279800.000000 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -279800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -279852.718750 Penalty: 3659.368408
	Iteration 3Q: 3 clusters Score -279852.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279893.218750 Penalty: 3659.368408
	Iteration 4Q: 3 clusters Score -279893.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -279931.906250 Penalty: 3659.368408
	Iteration 5Q: 3 clusters Score -279931.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279949.437500 Penalty: 3659.368408
	Iteration 6Q: 3 clusters Score -279949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -279962.437500 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -279962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279972.718750 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -279972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279977.312500 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -279977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279978.843750 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -279978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -279980.187500 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -279980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279983.593750 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -279983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279987.593750 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -279987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279988.031250 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -279988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279988.031250 Penalty: 3659.368408
	Iteration 15F: 3 clusters Score -279988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -456316.218750 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -456316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -453165.343750 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -453165.3 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -454049.343750 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -454049.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -454501.562500 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -454501.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -454806.062500 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -454806.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -455074.875000 Penalty: 3956.220947
	Iteration 4F: 3 clusters Score -455074.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -455386.843750 Penalty: 3956.220947
	Iteration 5F: 3 clusters Score -455386.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -455645.375000 Penalty: 3956.220947
	Iteration 6F: 3 clusters Score -455645.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -455811.843750 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -455811.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -455905.625000 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -455905.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -455959.656250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -455959.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -455994.750000 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -455994.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -456023.468750 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -456023.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -456044.187500 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -456044.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -456061.968750 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -456062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -456080.593750 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -456080.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -456098.250000 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -456098.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -456110.812500 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -456110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -456114.906250 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -456114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -456120.687500 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -456120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -456122.468750 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -456122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -456123.156250 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -456123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -456124.312500 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -456124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -456123.750000 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -456123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -456123.750000 Penalty: 3956.220947
	Iteration 23F: 3 clusters Score -456123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -1760423.000000 Penalty: 2287.881104
	Iteration 0F: 2 clusters Score -1760423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1752622.875000 Penalty: 4575.762207
	Iteration 0F: 3 clusters Score -1752623 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1754971.875000 Penalty: 4575.762207
	Iteration 1F: 3 clusters Score -1754972 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1755324.500000 Penalty: 4575.762207
	Iteration 2F: 3 clusters Score -1755324 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1755591.125000 Penalty: 4575.762207
	Iteration 3F: 3 clusters Score -1755591 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1755812.875000 Penalty: 4575.762207
	Iteration 4Q: 3 clusters Score -1755813 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1756010.250000 Penalty: 4575.762207
	Iteration 5Q: 3 clusters Score -1756010 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1756197.375000 Penalty: 4575.762207
	Iteration 6Q: 3 clusters Score -1756197 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1756394.250000 Penalty: 4575.762207
	Iteration 7Q: 3 clusters Score -1756394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1756578.250000 Penalty: 4575.762207
	Iteration 8Q: 3 clusters Score -1756578 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1756760.000000 Penalty: 4575.762207
	Iteration 9Q: 3 clusters Score -1756760 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1756914.125000 Penalty: 4575.762207
	Iteration 10Q: 3 clusters Score -1756914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1757054.250000 Penalty: 4575.762207
	Iteration 11Q: 3 clusters Score -1757054 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1757198.500000 Penalty: 4575.762207
	Iteration 12Q: 3 clusters Score -1757198 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1757350.125000 Penalty: 4575.762207
	Iteration 13Q: 3 clusters Score -1757350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1757470.000000 Penalty: 4575.762207
	Iteration 14Q: 3 clusters Score -1757470 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1757592.125000 Penalty: 4575.762207
	Iteration 15Q: 3 clusters Score -1757592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1757690.500000 Penalty: 4575.762207
	Iteration 16Q: 3 clusters Score -1757690 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1757786.625000 Penalty: 4575.762207
	Iteration 17Q: 3 clusters Score -1757787 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1757889.000000 Penalty: 4575.762207
	Iteration 18Q: 3 clusters Score -1757889 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1757981.750000 Penalty: 4575.762207
	Iteration 19Q: 3 clusters Score -1757982 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1758050.125000 Penalty: 4575.762207
	Iteration 20F: 3 clusters Score -1758050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1758116.250000 Penalty: 4575.762207
	Iteration 21Q: 3 clusters Score -1758116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1758160.875000 Penalty: 4575.762207
	Iteration 22Q: 3 clusters Score -1758161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1758205.875000 Penalty: 4575.762207
	Iteration 23Q: 3 clusters Score -1758206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1758248.250000 Penalty: 4575.762207
	Iteration 24Q: 3 clusters Score -1758248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1758278.750000 Penalty: 4575.762207
	Iteration 25Q: 3 clusters Score -1758279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1758300.375000 Penalty: 4575.762207
	Iteration 26Q: 3 clusters Score -1758300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1758315.000000 Penalty: 4575.762207
	Iteration 27Q: 3 clusters Score -1758315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1758334.500000 Penalty: 4575.762207
	Iteration 28Q: 3 clusters Score -1758334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1758349.875000 Penalty: 4575.762207
	Iteration 29Q: 3 clusters Score -1758350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1758355.750000 Penalty: 4575.762207
	Iteration 30Q: 3 clusters Score -1758356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1758360.000000 Penalty: 4575.762207
	Iteration 31Q: 3 clusters Score -1758360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1758377.000000 Penalty: 4575.762207
	Iteration 32Q: 3 clusters Score -1758377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1758381.125000 Penalty: 4575.762207
	Iteration 33Q: 3 clusters Score -1758381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1758384.000000 Penalty: 4575.762207
	Iteration 34Q: 3 clusters Score -1758384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1758388.500000 Penalty: 4575.762207
	Iteration 35Q: 3 clusters Score -1758388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1758390.125000 Penalty: 4575.762207
	Iteration 36Q: 3 clusters Score -1758390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1758392.000000 Penalty: 4575.762207
	Iteration 37Q: 3 clusters Score -1758392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1758393.875000 Penalty: 4575.762207
	Iteration 38Q: 3 clusters Score -1758394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1758399.500000 Penalty: 4575.762207
	Iteration 39Q: 3 clusters Score -1758400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1758406.875000 Penalty: 4575.762207
	Iteration 40F: 3 clusters Score -1758407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1758417.750000 Penalty: 4575.762207
	Iteration 41Q: 3 clusters Score -1758418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1758427.625000 Penalty: 4575.762207
	Iteration 42Q: 3 clusters Score -1758428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1758441.750000 Penalty: 4575.762207
	Iteration 43Q: 3 clusters Score -1758442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1758452.625000 Penalty: 4575.762207
	Iteration 44Q: 3 clusters Score -1758453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1758464.625000 Penalty: 4575.762207
	Iteration 45Q: 3 clusters Score -1758465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1758470.500000 Penalty: 4575.762207
	Iteration 46Q: 3 clusters Score -1758470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1758480.375000 Penalty: 4575.762207
	Iteration 47Q: 3 clusters Score -1758480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1758484.375000 Penalty: 4575.762207
	Iteration 48Q: 3 clusters Score -1758484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1758489.750000 Penalty: 4575.762207
	Iteration 49Q: 3 clusters Score -1758490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1758495.500000 Penalty: 4575.762207
	Iteration 50Q: 3 clusters Score -1758496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1758501.250000 Penalty: 4575.762207
	Iteration 51Q: 3 clusters Score -1758501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1758507.625000 Penalty: 4575.762207
	Iteration 52Q: 3 clusters Score -1758508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1758511.625000 Penalty: 4575.762207
	Iteration 53Q: 3 clusters Score -1758512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1758517.625000 Penalty: 4575.762207
	Iteration 54Q: 3 clusters Score -1758518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1758521.875000 Penalty: 4575.762207
	Iteration 55Q: 3 clusters Score -1758522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1758525.000000 Penalty: 4575.762207
	Iteration 56Q: 3 clusters Score -1758525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1758527.000000 Penalty: 4575.762207
	Iteration 57Q: 3 clusters Score -1758527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1758526.625000 Penalty: 4575.762207
	Iteration 58Q: 3 clusters Score -1758527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1758526.625000 Penalty: 4575.762207
	Iteration 59F: 3 clusters Score -1758527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -833506.562500 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -833506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -828950.500000 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -828950.5 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -830286.437500 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -830286.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -830682.500000 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -830682.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -830997.187500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -830997.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -831266.000000 Penalty: 4227.297852
	Iteration 4F: 3 clusters Score -831266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -831532.375000 Penalty: 4227.297852
	Iteration 5F: 3 clusters Score -831532.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -831739.500000 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -831739.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -831888.250000 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -831888.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -831996.687500 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -831996.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -832085.125000 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -832085.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -832157.250000 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -832157.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -832231.250000 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -832231.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -832301.562500 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -832301.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -832373.312500 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -832373.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -832424.625000 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -832424.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -832460.625000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -832460.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -832496.687500 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -832496.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -832531.750000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -832531.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -832554.875000 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -832554.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -832572.000000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -832572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -832589.250000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -832589.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -832598.250000 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -832598.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -832612.812500 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -832612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -832642.562500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -832642.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -832678.687500 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -832678.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -832718.937500 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -832718.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -832747.125000 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -832747.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -832775.062500 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -832775.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -832803.687500 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -832803.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -832823.437500 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -832823.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -832832.750000 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -832832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -832839.125000 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -832839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -832843.562500 Penalty: 4227.297852
	Iteration 32Q: 3 clusters Score -832843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -832848.437500 Penalty: 4227.297852
	Iteration 33Q: 3 clusters Score -832848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -832851.937500 Penalty: 4227.297852
	Iteration 34Q: 3 clusters Score -832851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -832853.250000 Penalty: 4227.297852
	Iteration 35Q: 3 clusters Score -832853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -832854.750000 Penalty: 4227.297852
	Iteration 36Q: 3 clusters Score -832854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -832854.375000 Penalty: 4227.297852
	Iteration 37Q: 3 clusters Score -832854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -832855.750000 Penalty: 4227.297852
	Iteration 38Q: 3 clusters Score -832855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -832854.437500 Penalty: 4227.297852
	Iteration 39Q: 3 clusters Score -832854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -832854.437500 Penalty: 4227.297852
	Iteration 40F: 3 clusters Score -832854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Entering Unmasked Estep 
Score: -2968294.500000 Penalty: 2421.199951
	Iteration 0F: 2 clusters Score -2968294 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 8749 members 
Entering Unmasked Estep 
Score: -2956045.000000 Penalty: 4842.399902
	Iteration 0F: 3 clusters Score -2956045 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2960277.750000 Penalty: 4842.399902
	Iteration 1F: 3 clusters Score -2960278 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2960988.000000 Penalty: 4842.399902
	Iteration 2F: 3 clusters Score -2960988 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2961741.750000 Penalty: 4842.399902
	Iteration 3F: 3 clusters Score -2961742 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2962507.000000 Penalty: 4842.399902
	Iteration 4F: 3 clusters Score -2962507 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2963279.250000 Penalty: 4842.399902
	Iteration 5F: 3 clusters Score -2963279 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2964011.500000 Penalty: 4842.399902
	Iteration 6F: 3 clusters Score -2964012 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2964634.750000 Penalty: 4842.399902
	Iteration 7F: 3 clusters Score -2964635 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2965141.250000 Penalty: 4842.399902
	Iteration 8Q: 3 clusters Score -2965141 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2965517.000000 Penalty: 4842.399902
	Iteration 9Q: 3 clusters Score -2965517 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2965820.000000 Penalty: 4842.399902
	Iteration 10Q: 3 clusters Score -2965820 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2966056.500000 Penalty: 4842.399902
	Iteration 11Q: 3 clusters Score -2966056 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2966238.000000 Penalty: 4842.399902
	Iteration 12Q: 3 clusters Score -2966238 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2966348.500000 Penalty: 4842.399902
	Iteration 13Q: 3 clusters Score -2966348 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2966398.750000 Penalty: 4842.399902
	Iteration 14Q: 3 clusters Score -2966399 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2966437.750000 Penalty: 4842.399902
	Iteration 15Q: 3 clusters Score -2966438 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2966471.000000 Penalty: 4842.399902
	Iteration 16Q: 3 clusters Score -2966471 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2966504.000000 Penalty: 4842.399902
	Iteration 17Q: 3 clusters Score -2966504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2966506.500000 Penalty: 4842.399902
	Iteration 18Q: 3 clusters Score -2966506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2966515.000000 Penalty: 4842.399902
	Iteration 19Q: 3 clusters Score -2966515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2966523.500000 Penalty: 4842.399902
	Iteration 20F: 3 clusters Score -2966524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2966527.500000 Penalty: 4842.399902
	Iteration 21Q: 3 clusters Score -2966528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2966537.250000 Penalty: 4842.399902
	Iteration 22Q: 3 clusters Score -2966537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2966536.750000 Penalty: 4842.399902
	Iteration 23Q: 3 clusters Score -2966537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2966541.000000 Penalty: 4842.399902
	Iteration 24Q: 3 clusters Score -2966541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2966547.750000 Penalty: 4842.399902
	Iteration 25Q: 3 clusters Score -2966548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2966549.750000 Penalty: 4842.399902
	Iteration 26Q: 3 clusters Score -2966550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2966554.250000 Penalty: 4842.399902
	Iteration 27Q: 3 clusters Score -2966554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2966550.750000 Penalty: 4842.399902
	Iteration 28Q: 3 clusters Score -2966551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2966560.000000 Penalty: 4842.399902
	Iteration 29Q: 3 clusters Score -2966560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2966557.500000 Penalty: 4842.399902
	Iteration 30Q: 3 clusters Score -2966558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2966559.250000 Penalty: 4842.399902
	Iteration 31Q: 3 clusters Score -2966559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2966560.000000 Penalty: 4842.399902
	Iteration 32Q: 3 clusters Score -2966560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2966559.500000 Penalty: 4842.399902
	Iteration 33Q: 3 clusters Score -2966560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2966559.000000 Penalty: 4842.399902
	Iteration 34Q: 3 clusters Score -2966559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2966559.750000 Penalty: 4842.399902
	Iteration 35Q: 3 clusters Score -2966560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2966565.750000 Penalty: 4842.399902
	Iteration 36Q: 3 clusters Score -2966566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2966564.750000 Penalty: 4842.399902
	Iteration 37Q: 3 clusters Score -2966565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2966563.000000 Penalty: 4842.399902
	Iteration 38Q: 3 clusters Score -2966563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2966559.500000 Penalty: 4842.399902
	Iteration 39Q: 3 clusters Score -2966560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2966565.250000 Penalty: 4842.399902
	Iteration 40F: 3 clusters Score -2966565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2966566.500000 Penalty: 4842.399902
	Iteration 41Q: 3 clusters Score -2966566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2966567.500000 Penalty: 4842.399902
	Iteration 42Q: 3 clusters Score -2966568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2966569.250000 Penalty: 4842.399902
	Iteration 43Q: 3 clusters Score -2966569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2966568.500000 Penalty: 4842.399902
	Iteration 44Q: 3 clusters Score -2966568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2966573.500000 Penalty: 4842.399902
	Iteration 45Q: 3 clusters Score -2966574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2966570.250000 Penalty: 4842.399902
	Iteration 46Q: 3 clusters Score -2966570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2966568.000000 Penalty: 4842.399902
	Iteration 47Q: 3 clusters Score -2966568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2966571.250000 Penalty: 4842.399902
	Iteration 48Q: 3 clusters Score -2966571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2966569.000000 Penalty: 4842.399902
	Iteration 49Q: 3 clusters Score -2966569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2966571.750000 Penalty: 4842.399902
	Iteration 50Q: 3 clusters Score -2966572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2966576.750000 Penalty: 4842.399902
	Iteration 51Q: 3 clusters Score -2966577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2966571.750000 Penalty: 4842.399902
	Iteration 52Q: 3 clusters Score -2966572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2966569.000000 Penalty: 4842.399902
	Iteration 53Q: 3 clusters Score -2966569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2966571.750000 Penalty: 4842.399902
	Iteration 54Q: 3 clusters Score -2966572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2966573.000000 Penalty: 4842.399902
	Iteration 55Q: 3 clusters Score -2966573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2966573.000000 Penalty: 4842.399902
	Iteration 56F: 3 clusters Score -2966573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -62950.375000 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -62950.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61631.445312 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -61631.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61785.082031 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -61785.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61876.070312 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -61876.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61924.496094 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -61924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61943.921875 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -61943.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61976.496094 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -61976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62021.976562 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -62021.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62051.828125 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -62051.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62075.890625 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -62075.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62093.187500 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -62093.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62105.300781 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -62105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62125.382812 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -62125.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62130.906250 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -62130.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62132.902344 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -62132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62137.746094 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -62137.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62140.105469 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -62140.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62143.570312 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -62143.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62151.863281 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -62151.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62161.996094 Penalty: 2971.766357
	Iteration 18F: 3 clusters Score -62162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62184.125000 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -62184.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62192.613281 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -62192.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62203.089844 Penalty: 2971.766357
	Iteration 21Q: 3 clusters Score -62203.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62205.558594 Penalty: 2971.766357
	Iteration 22Q: 3 clusters Score -62205.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62205.558594 Penalty: 2971.766357
	Iteration 23F: 3 clusters Score -62205.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -77011.765625 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -77011.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75498.562500 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -75498.56 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75672.718750 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -75672.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75715.242188 Penalty: 3071.411621
	Iteration 2Q: 3 clusters Score -75715.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75732.515625 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -75732.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75745.632812 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -75745.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75764.820312 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -75764.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75787.328125 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -75787.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75795.695312 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -75795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75801.070312 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -75801.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75801.070312 Penalty: 3071.411621
	Iteration 9F: 3 clusters Score -75801.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -57826.109375 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -57826.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56474.929688 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -56474.93 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56738.468750 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -56738.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56855.449219 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -56855.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56939.285156 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -56939.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57021.605469 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -57021.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57065.285156 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -57065.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57105.050781 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -57105.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57135.695312 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -57135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57153.792969 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -57153.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57183.921875 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -57183.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57187.281250 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -57187.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57187.281250 Penalty: 3003.001953
	Iteration 11F: 3 clusters Score -57187.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -836267.625000 Penalty: 2099.490967
	Iteration 0F: 2 clusters Score -836267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -831963.187500 Penalty: 4198.981934
	Iteration 0F: 3 clusters Score -831963.2 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -833005.562500 Penalty: 4198.981934
	Iteration 1F: 3 clusters Score -833005.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -833279.812500 Penalty: 4198.981934
	Iteration 2F: 3 clusters Score -833279.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -833470.125000 Penalty: 4198.981934
	Iteration 3F: 3 clusters Score -833470.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -833621.250000 Penalty: 4198.981934
	Iteration 4Q: 3 clusters Score -833621.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -833787.000000 Penalty: 4198.981934
	Iteration 5Q: 3 clusters Score -833787 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -833963.187500 Penalty: 4198.981934
	Iteration 6Q: 3 clusters Score -833963.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -834104.500000 Penalty: 4198.981934
	Iteration 7Q: 3 clusters Score -834104.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -834241.625000 Penalty: 4198.981934
	Iteration 8Q: 3 clusters Score -834241.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -834368.125000 Penalty: 4198.981934
	Iteration 9Q: 3 clusters Score -834368.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -834482.937500 Penalty: 4198.981934
	Iteration 10Q: 3 clusters Score -834482.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -834571.562500 Penalty: 4198.981934
	Iteration 11Q: 3 clusters Score -834571.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -834645.375000 Penalty: 4198.981934
	Iteration 12Q: 3 clusters Score -834645.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -834696.187500 Penalty: 4198.981934
	Iteration 13Q: 3 clusters Score -834696.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -834733.875000 Penalty: 4198.981934
	Iteration 14Q: 3 clusters Score -834733.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -834763.125000 Penalty: 4198.981934
	Iteration 15Q: 3 clusters Score -834763.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -834788.375000 Penalty: 4198.981934
	Iteration 16Q: 3 clusters Score -834788.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -834803.812500 Penalty: 4198.981934
	Iteration 17Q: 3 clusters Score -834803.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -834817.562500 Penalty: 4198.981934
	Iteration 18Q: 3 clusters Score -834817.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -834828.000000 Penalty: 4198.981934
	Iteration 19Q: 3 clusters Score -834828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -834838.062500 Penalty: 4198.981934
	Iteration 20F: 3 clusters Score -834838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -834843.312500 Penalty: 4198.981934
	Iteration 21Q: 3 clusters Score -834843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -834852.312500 Penalty: 4198.981934
	Iteration 22Q: 3 clusters Score -834852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -834858.125000 Penalty: 4198.981934
	Iteration 23Q: 3 clusters Score -834858.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -834864.687500 Penalty: 4198.981934
	Iteration 24Q: 3 clusters Score -834864.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -834871.687500 Penalty: 4198.981934
	Iteration 25Q: 3 clusters Score -834871.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -834879.812500 Penalty: 4198.981934
	Iteration 26Q: 3 clusters Score -834879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834887.062500 Penalty: 4198.981934
	Iteration 27Q: 3 clusters Score -834887.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -834896.625000 Penalty: 4198.981934
	Iteration 28Q: 3 clusters Score -834896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -834902.875000 Penalty: 4198.981934
	Iteration 29Q: 3 clusters Score -834902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -834909.500000 Penalty: 4198.981934
	Iteration 30Q: 3 clusters Score -834909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -834908.937500 Penalty: 4198.981934
	Iteration 31Q: 3 clusters Score -834908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -834912.125000 Penalty: 4198.981934
	Iteration 32Q: 3 clusters Score -834912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -834914.750000 Penalty: 4198.981934
	Iteration 33Q: 3 clusters Score -834914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -834915.625000 Penalty: 4198.981934
	Iteration 34Q: 3 clusters Score -834915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -834917.375000 Penalty: 4198.981934
	Iteration 35Q: 3 clusters Score -834917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -834920.937500 Penalty: 4198.981934
	Iteration 36Q: 3 clusters Score -834920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -834921.562500 Penalty: 4198.981934
	Iteration 37Q: 3 clusters Score -834921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -834923.000000 Penalty: 4198.981934
	Iteration 38Q: 3 clusters Score -834923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -834925.312500 Penalty: 4198.981934
	Iteration 39Q: 3 clusters Score -834925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -834926.375000 Penalty: 4198.981934
	Iteration 40F: 3 clusters Score -834926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -834926.250000 Penalty: 4198.981934
	Iteration 41Q: 3 clusters Score -834926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -834926.062500 Penalty: 4198.981934
	Iteration 42Q: 3 clusters Score -834926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -834928.250000 Penalty: 4198.981934
	Iteration 43Q: 3 clusters Score -834928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -834928.000000 Penalty: 4198.981934
	Iteration 44Q: 3 clusters Score -834928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -834928.187500 Penalty: 4198.981934
	Iteration 45Q: 3 clusters Score -834928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -834929.187500 Penalty: 4198.981934
	Iteration 46Q: 3 clusters Score -834929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -834929.937500 Penalty: 4198.981934
	Iteration 47Q: 3 clusters Score -834929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -834929.937500 Penalty: 4198.981934
	Iteration 48F: 3 clusters Score -834929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117861.390625 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117861.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118211.078125 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118211.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118406.609375 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118406.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118599.898438 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -118599.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118788.835938 Penalty: 3288.164062
	Iteration 4F: 3 clusters Score -118788.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -118946.679688 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -118946.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119056.757812 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -119056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119126.000000 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -119126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -119162.414062 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -119162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -119187.406250 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -119187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -119233.070312 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -119233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119263.781250 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -119263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119276.296875 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119314.859375 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -119314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119336.476562 Penalty: 3288.164062
	Iteration 14Q: 3 clusters Score -119336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119355.023438 Penalty: 3288.164062
	Iteration 15Q: 3 clusters Score -119355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -119376.179688 Penalty: 3288.164062
	Iteration 16Q: 3 clusters Score -119376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119392.390625 Penalty: 3288.164062
	Iteration 17Q: 3 clusters Score -119392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -119401.500000 Penalty: 3288.164062
	Iteration 18Q: 3 clusters Score -119401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119402.351562 Penalty: 3288.164062
	Iteration 19Q: 3 clusters Score -119402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119402.351562 Penalty: 3288.164062
	Iteration 20F: 3 clusters Score -119402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (54525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Entering Unmasked Estep 
Score: -9508489.000000 Penalty: 2704.791016
	Iteration 0F: 2 clusters Score -9508489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -9476882.000000 Penalty: 5409.582031
	Iteration 0F: 3 clusters Score -9476882 nChanged 25419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -9491370.000000 Penalty: 5409.582031
	Iteration 1F: 3 clusters Score -9491370 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -9492566.000000 Penalty: 5409.582031
	Iteration 2F: 3 clusters Score -9492566 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -9494234.000000 Penalty: 5409.582031
	Iteration 3F: 3 clusters Score -9494234 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -9496142.000000 Penalty: 5409.582031
	Iteration 4F: 3 clusters Score -9496142 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -9497826.000000 Penalty: 5409.582031
	Iteration 5F: 3 clusters Score -9497826 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -9499122.000000 Penalty: 5409.582031
	Iteration 6F: 3 clusters Score -9499122 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9500234.000000 Penalty: 5409.582031
	Iteration 7F: 3 clusters Score -9500234 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -9501356.000000 Penalty: 5409.582031
	Iteration 8Q: 3 clusters Score -9501356 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9502239.000000 Penalty: 5409.582031
	Iteration 9Q: 3 clusters Score -9502239 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9502964.000000 Penalty: 5409.582031
	Iteration 10Q: 3 clusters Score -9502964 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -9503686.000000 Penalty: 5409.582031
	Iteration 11Q: 3 clusters Score -9503686 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -9504219.000000 Penalty: 5409.582031
	Iteration 12Q: 3 clusters Score -9504219 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -9504640.000000 Penalty: 5409.582031
	Iteration 13Q: 3 clusters Score -9504640 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -9504921.000000 Penalty: 5409.582031
	Iteration 14Q: 3 clusters Score -9504921 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -9505101.000000 Penalty: 5409.582031
	Iteration 15Q: 3 clusters Score -9505101 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -9505250.000000 Penalty: 5409.582031
	Iteration 16Q: 3 clusters Score -9505250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -9505313.000000 Penalty: 5409.582031
	Iteration 17Q: 3 clusters Score -9505313 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -9505337.000000 Penalty: 5409.582031
	Iteration 18Q: 3 clusters Score -9505337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9505382.000000 Penalty: 5409.582031
	Iteration 19Q: 3 clusters Score -9505382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -9505431.000000 Penalty: 5409.582031
	Iteration 20F: 3 clusters Score -9505431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -9505448.000000 Penalty: 5409.582031
	Iteration 21Q: 3 clusters Score -9505448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -9505463.000000 Penalty: 5409.582031
	Iteration 22Q: 3 clusters Score -9505463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -9505463.000000 Penalty: 5409.582031
	Iteration 23Q: 3 clusters Score -9505463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -9505480.000000 Penalty: 5409.582031
	Iteration 24Q: 3 clusters Score -9505480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -9505482.000000 Penalty: 5409.582031
	Iteration 25Q: 3 clusters Score -9505482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -9505513.000000 Penalty: 5409.582031
	Iteration 26Q: 3 clusters Score -9505513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -9505506.000000 Penalty: 5409.582031
	Iteration 27Q: 3 clusters Score -9505506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -9505521.000000 Penalty: 5409.582031
	Iteration 28Q: 3 clusters Score -9505521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -9505514.000000 Penalty: 5409.582031
	Iteration 29Q: 3 clusters Score -9505514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -9505509.000000 Penalty: 5409.582031
	Iteration 30Q: 3 clusters Score -9505509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -9505508.000000 Penalty: 5409.582031
	Iteration 31Q: 3 clusters Score -9505508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9505542.000000 Penalty: 5409.582031
	Iteration 32Q: 3 clusters Score -9505542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -9505550.000000 Penalty: 5409.582031
	Iteration 33Q: 3 clusters Score -9505550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -9505557.000000 Penalty: 5409.582031
	Iteration 34Q: 3 clusters Score -9505557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -9505574.000000 Penalty: 5409.582031
	Iteration 35Q: 3 clusters Score -9505574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9505577.000000 Penalty: 5409.582031
	Iteration 36Q: 3 clusters Score -9505577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -9505581.000000 Penalty: 5409.582031
	Iteration 37Q: 3 clusters Score -9505581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -9505567.000000 Penalty: 5409.582031
	Iteration 38Q: 3 clusters Score -9505567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -9505572.000000 Penalty: 5409.582031
	Iteration 39Q: 3 clusters Score -9505572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -9505577.000000 Penalty: 5409.582031
	Iteration 40F: 3 clusters Score -9505577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -9505570.000000 Penalty: 5409.582031
	Iteration 41Q: 3 clusters Score -9505570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -9505581.000000 Penalty: 5409.582031
	Iteration 42Q: 3 clusters Score -9505581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -9505575.000000 Penalty: 5409.582031
	Iteration 43Q: 3 clusters Score -9505575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -9505583.000000 Penalty: 5409.582031
	Iteration 44Q: 3 clusters Score -9505583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -9505570.000000 Penalty: 5409.582031
	Iteration 45Q: 3 clusters Score -9505570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9505584.000000 Penalty: 5409.582031
	Iteration 46Q: 3 clusters Score -9505584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9505571.000000 Penalty: 5409.582031
	Iteration 47Q: 3 clusters Score -9505571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -9505588.000000 Penalty: 5409.582031
	Iteration 48Q: 3 clusters Score -9505588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -9505588.000000 Penalty: 5409.582031
	Iteration 49F: 3 clusters Score -9505588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (37025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Entering Unmasked Estep 
Score: -6698443.500000 Penalty: 2608.798584
	Iteration 0F: 2 clusters Score -6698444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6674934.500000 Penalty: 5217.597168
	Iteration 0F: 3 clusters Score -6674934 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -6684175.000000 Penalty: 5217.597168
	Iteration 1F: 3 clusters Score -6684175 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6684805.000000 Penalty: 5217.597168
	Iteration 2Q: 3 clusters Score -6684805 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -6685392.500000 Penalty: 5217.597168
	Iteration 3Q: 3 clusters Score -6685392 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6686075.000000 Penalty: 5217.597168
	Iteration 4F: 3 clusters Score -6686075 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6686902.500000 Penalty: 5217.597168
	Iteration 5Q: 3 clusters Score -6686902 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6687871.000000 Penalty: 5217.597168
	Iteration 6F: 3 clusters Score -6687871 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -6688871.500000 Penalty: 5217.597168
	Iteration 7F: 3 clusters Score -6688872 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -6689964.500000 Penalty: 5217.597168
	Iteration 8F: 3 clusters Score -6689964 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -6691065.500000 Penalty: 5217.597168
	Iteration 9Q: 3 clusters Score -6691066 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -6692179.500000 Penalty: 5217.597168
	Iteration 10Q: 3 clusters Score -6692180 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -6693216.500000 Penalty: 5217.597168
	Iteration 11Q: 3 clusters Score -6693216 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6694220.500000 Penalty: 5217.597168
	Iteration 12Q: 3 clusters Score -6694220 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -6695067.500000 Penalty: 5217.597168
	Iteration 13Q: 3 clusters Score -6695068 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -6695735.500000 Penalty: 5217.597168
	Iteration 14Q: 3 clusters Score -6695736 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -6696191.000000 Penalty: 5217.597168
	Iteration 15Q: 3 clusters Score -6696191 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -6696433.500000 Penalty: 5217.597168
	Iteration 16Q: 3 clusters Score -6696434 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -6696673.000000 Penalty: 5217.597168
	Iteration 17Q: 3 clusters Score -6696673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6696790.500000 Penalty: 5217.597168
	Iteration 18Q: 3 clusters Score -6696790 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6696885.000000 Penalty: 5217.597168
	Iteration 19Q: 3 clusters Score -6696885 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -6696967.500000 Penalty: 5217.597168
	Iteration 20F: 3 clusters Score -6696968 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -6696975.000000 Penalty: 5217.597168
	Iteration 21Q: 3 clusters Score -6696975 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -6697017.500000 Penalty: 5217.597168
	Iteration 22Q: 3 clusters Score -6697018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6697044.000000 Penalty: 5217.597168
	Iteration 23Q: 3 clusters Score -6697044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -6697057.500000 Penalty: 5217.597168
	Iteration 24Q: 3 clusters Score -6697058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6697076.500000 Penalty: 5217.597168
	Iteration 25Q: 3 clusters Score -6697076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -6697081.500000 Penalty: 5217.597168
	Iteration 26Q: 3 clusters Score -6697082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6697099.000000 Penalty: 5217.597168
	Iteration 27Q: 3 clusters Score -6697099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6697095.000000 Penalty: 5217.597168
	Iteration 28Q: 3 clusters Score -6697095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -6697094.500000 Penalty: 5217.597168
	Iteration 29Q: 3 clusters Score -6697094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -6697092.500000 Penalty: 5217.597168
	Iteration 30Q: 3 clusters Score -6697092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -6697093.000000 Penalty: 5217.597168
	Iteration 31Q: 3 clusters Score -6697093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6697083.500000 Penalty: 5217.597168
	Iteration 32Q: 3 clusters Score -6697084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6697096.000000 Penalty: 5217.597168
	Iteration 33Q: 3 clusters Score -6697096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -6697115.000000 Penalty: 5217.597168
	Iteration 34Q: 3 clusters Score -6697115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6697117.000000 Penalty: 5217.597168
	Iteration 35Q: 3 clusters Score -6697117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -6697125.500000 Penalty: 5217.597168
	Iteration 36Q: 3 clusters Score -6697126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6697118.500000 Penalty: 5217.597168
	Iteration 37Q: 3 clusters Score -6697118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -6697119.000000 Penalty: 5217.597168
	Iteration 38Q: 3 clusters Score -6697119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6697126.500000 Penalty: 5217.597168
	Iteration 39Q: 3 clusters Score -6697126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6697132.500000 Penalty: 5217.597168
	Iteration 40F: 3 clusters Score -6697132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -6697120.000000 Penalty: 5217.597168
	Iteration 41Q: 3 clusters Score -6697120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -6697098.000000 Penalty: 5217.597168
	Iteration 42Q: 3 clusters Score -6697098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6697124.000000 Penalty: 5217.597168
	Iteration 43Q: 3 clusters Score -6697124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -6697124.000000 Penalty: 5217.597168
	Iteration 44Q: 3 clusters Score -6697124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -6697137.000000 Penalty: 5217.597168
	Iteration 45Q: 3 clusters Score -6697137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -6697135.000000 Penalty: 5217.597168
	Iteration 46Q: 3 clusters Score -6697135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6697143.500000 Penalty: 5217.597168
	Iteration 47Q: 3 clusters Score -6697144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6697131.000000 Penalty: 5217.597168
	Iteration 48Q: 3 clusters Score -6697131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -6697135.000000 Penalty: 5217.597168
	Iteration 49Q: 3 clusters Score -6697135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -6697147.000000 Penalty: 5217.597168
	Iteration 50Q: 3 clusters Score -6697147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6697134.500000 Penalty: 5217.597168
	Iteration 51Q: 3 clusters Score -6697134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6697150.500000 Penalty: 5217.597168
	Iteration 52Q: 3 clusters Score -6697150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -6697158.000000 Penalty: 5217.597168
	Iteration 53Q: 3 clusters Score -6697158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6697154.000000 Penalty: 5217.597168
	Iteration 54Q: 3 clusters Score -6697154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6697170.500000 Penalty: 5217.597168
	Iteration 55Q: 3 clusters Score -6697170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -6697165.500000 Penalty: 5217.597168
	Iteration 56Q: 3 clusters Score -6697166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -6697156.500000 Penalty: 5217.597168
	Iteration 57Q: 3 clusters Score -6697156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6697182.000000 Penalty: 5217.597168
	Iteration 58Q: 3 clusters Score -6697182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -6697182.000000 Penalty: 5217.597168
	Iteration 59Q: 3 clusters Score -6697182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -6697173.500000 Penalty: 5217.597168
	Iteration 60F: 3 clusters Score -6697174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6697180.500000 Penalty: 5217.597168
	Iteration 61Q: 3 clusters Score -6697180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6697162.000000 Penalty: 5217.597168
	Iteration 62Q: 3 clusters Score -6697162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6697175.000000 Penalty: 5217.597168
	Iteration 63Q: 3 clusters Score -6697175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6697169.500000 Penalty: 5217.597168
	Iteration 64Q: 3 clusters Score -6697170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6697167.000000 Penalty: 5217.597168
	Iteration 65Q: 3 clusters Score -6697167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6697170.000000 Penalty: 5217.597168
	Iteration 66Q: 3 clusters Score -6697170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6697176.500000 Penalty: 5217.597168
	Iteration 67Q: 3 clusters Score -6697176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6697170.000000 Penalty: 5217.597168
	Iteration 68Q: 3 clusters Score -6697170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6697178.000000 Penalty: 5217.597168
	Iteration 69Q: 3 clusters Score -6697178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -6697163.000000 Penalty: 5217.597168
	Iteration 70Q: 3 clusters Score -6697163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -6697175.500000 Penalty: 5217.597168
	Iteration 71Q: 3 clusters Score -6697176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -6697174.000000 Penalty: 5217.597168
	Iteration 72Q: 3 clusters Score -6697174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6697193.000000 Penalty: 5217.597168
	Iteration 73Q: 3 clusters Score -6697193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -6697191.500000 Penalty: 5217.597168
	Iteration 74Q: 3 clusters Score -6697192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -6697189.500000 Penalty: 5217.597168
	Iteration 75Q: 3 clusters Score -6697190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6697205.000000 Penalty: 5217.597168
	Iteration 76Q: 3 clusters Score -6697205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -6697210.000000 Penalty: 5217.597168
	Iteration 77Q: 3 clusters Score -6697210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6697213.500000 Penalty: 5217.597168
	Iteration 78Q: 3 clusters Score -6697214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -6697193.500000 Penalty: 5217.597168
	Iteration 79Q: 3 clusters Score -6697194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -6697199.500000 Penalty: 5217.597168
	Iteration 80F: 3 clusters Score -6697200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6697194.500000 Penalty: 5217.597168
	Iteration 81Q: 3 clusters Score -6697194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -6697189.000000 Penalty: 5217.597168
	Iteration 82Q: 3 clusters Score -6697189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6697205.500000 Penalty: 5217.597168
	Iteration 83Q: 3 clusters Score -6697206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -6697204.000000 Penalty: 5217.597168
	Iteration 84Q: 3 clusters Score -6697204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -6697203.500000 Penalty: 5217.597168
	Iteration 85Q: 3 clusters Score -6697204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6697199.500000 Penalty: 5217.597168
	Iteration 86Q: 3 clusters Score -6697200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6697206.000000 Penalty: 5217.597168
	Iteration 87Q: 3 clusters Score -6697206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6697208.000000 Penalty: 5217.597168
	Iteration 88Q: 3 clusters Score -6697208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6697217.500000 Penalty: 5217.597168
	Iteration 89Q: 3 clusters Score -6697218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6697206.000000 Penalty: 5217.597168
	Iteration 90Q: 3 clusters Score -6697206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6697205.000000 Penalty: 5217.597168
	Iteration 91Q: 3 clusters Score -6697205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6697206.000000 Penalty: 5217.597168
	Iteration 92Q: 3 clusters Score -6697206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6697206.000000 Penalty: 5217.597168
	Iteration 93F: 3 clusters Score -6697206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (43058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Entering Unmasked Estep 
Score: -7469833.000000 Penalty: 2646.235352
	Iteration 0F: 2 clusters Score -7469833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7441629.000000 Penalty: 5292.470703
	Iteration 0F: 3 clusters Score -7441629 nChanged 19778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7452662.500000 Penalty: 5292.470703
	Iteration 1F: 3 clusters Score -7452662 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7453356.000000 Penalty: 5292.470703
	Iteration 2Q: 3 clusters Score -7453356 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -7454083.500000 Penalty: 5292.470703
	Iteration 3Q: 3 clusters Score -7454084 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -7454780.000000 Penalty: 5292.470703
	Iteration 4Q: 3 clusters Score -7454780 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -7455524.000000 Penalty: 5292.470703
	Iteration 5Q: 3 clusters Score -7455524 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7456577.000000 Penalty: 5292.470703
	Iteration 6Q: 3 clusters Score -7456577 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -7457942.500000 Penalty: 5292.470703
	Iteration 7F: 3 clusters Score -7457942 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7459511.500000 Penalty: 5292.470703
	Iteration 8F: 3 clusters Score -7459512 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7461267.000000 Penalty: 5292.470703
	Iteration 9F: 3 clusters Score -7461267 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7462831.500000 Penalty: 5292.470703
	Iteration 10Q: 3 clusters Score -7462832 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -7463998.500000 Penalty: 5292.470703
	Iteration 11Q: 3 clusters Score -7463998 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -7464940.500000 Penalty: 5292.470703
	Iteration 12Q: 3 clusters Score -7464940 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7465658.500000 Penalty: 5292.470703
	Iteration 13Q: 3 clusters Score -7465658 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7466209.000000 Penalty: 5292.470703
	Iteration 14Q: 3 clusters Score -7466209 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7466638.500000 Penalty: 5292.470703
	Iteration 15Q: 3 clusters Score -7466638 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7466967.000000 Penalty: 5292.470703
	Iteration 16Q: 3 clusters Score -7466967 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7467177.500000 Penalty: 5292.470703
	Iteration 17Q: 3 clusters Score -7467178 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7467305.000000 Penalty: 5292.470703
	Iteration 18Q: 3 clusters Score -7467305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7467375.000000 Penalty: 5292.470703
	Iteration 19Q: 3 clusters Score -7467375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7467431.500000 Penalty: 5292.470703
	Iteration 20F: 3 clusters Score -7467432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7467442.500000 Penalty: 5292.470703
	Iteration 21Q: 3 clusters Score -7467442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7467473.500000 Penalty: 5292.470703
	Iteration 22Q: 3 clusters Score -7467474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7467487.500000 Penalty: 5292.470703
	Iteration 23Q: 3 clusters Score -7467488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7467500.000000 Penalty: 5292.470703
	Iteration 24Q: 3 clusters Score -7467500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7467515.500000 Penalty: 5292.470703
	Iteration 25Q: 3 clusters Score -7467516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7467550.500000 Penalty: 5292.470703
	Iteration 26Q: 3 clusters Score -7467550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7467575.000000 Penalty: 5292.470703
	Iteration 27Q: 3 clusters Score -7467575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7467585.000000 Penalty: 5292.470703
	Iteration 28Q: 3 clusters Score -7467585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7467592.000000 Penalty: 5292.470703
	Iteration 29Q: 3 clusters Score -7467592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7467598.500000 Penalty: 5292.470703
	Iteration 30Q: 3 clusters Score -7467598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7467619.000000 Penalty: 5292.470703
	Iteration 31Q: 3 clusters Score -7467619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7467626.000000 Penalty: 5292.470703
	Iteration 32Q: 3 clusters Score -7467626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7467641.500000 Penalty: 5292.470703
	Iteration 33Q: 3 clusters Score -7467642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7467649.000000 Penalty: 5292.470703
	Iteration 34Q: 3 clusters Score -7467649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7467646.500000 Penalty: 5292.470703
	Iteration 35Q: 3 clusters Score -7467646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7467652.500000 Penalty: 5292.470703
	Iteration 36Q: 3 clusters Score -7467652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7467667.500000 Penalty: 5292.470703
	Iteration 37Q: 3 clusters Score -7467668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7467683.500000 Penalty: 5292.470703
	Iteration 38Q: 3 clusters Score -7467684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7467679.500000 Penalty: 5292.470703
	Iteration 39Q: 3 clusters Score -7467680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7467678.000000 Penalty: 5292.470703
	Iteration 40F: 3 clusters Score -7467678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7467684.500000 Penalty: 5292.470703
	Iteration 41Q: 3 clusters Score -7467684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7467676.000000 Penalty: 5292.470703
	Iteration 42Q: 3 clusters Score -7467676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7467688.500000 Penalty: 5292.470703
	Iteration 43Q: 3 clusters Score -7467688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7467699.500000 Penalty: 5292.470703
	Iteration 44Q: 3 clusters Score -7467700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7467691.500000 Penalty: 5292.470703
	Iteration 45Q: 3 clusters Score -7467692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7467691.000000 Penalty: 5292.470703
	Iteration 46Q: 3 clusters Score -7467691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7467697.000000 Penalty: 5292.470703
	Iteration 47Q: 3 clusters Score -7467697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7467693.500000 Penalty: 5292.470703
	Iteration 48Q: 3 clusters Score -7467694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7467693.500000 Penalty: 5292.470703
	Iteration 49F: 3 clusters Score -7467694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Entering Unmasked Estep 
Score: -1964495.750000 Penalty: 2313.616943
	Iteration 0F: 2 clusters Score -1964496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1956128.625000 Penalty: 4627.233887
	Iteration 0F: 3 clusters Score -1956129 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1958854.250000 Penalty: 4627.233887
	Iteration 1F: 3 clusters Score -1958854 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1959869.875000 Penalty: 4627.233887
	Iteration 2F: 3 clusters Score -1959870 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1961393.375000 Penalty: 4627.233887
	Iteration 3F: 3 clusters Score -1961393 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1963018.000000 Penalty: 4627.233887
	Iteration 4F: 3 clusters Score -1963018 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1964101.625000 Penalty: 4627.233887
	Iteration 5F: 3 clusters Score -1964102 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1964597.500000 Penalty: 4627.233887
	Iteration 6F: 3 clusters Score -1964598 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1964792.500000 Penalty: 4627.233887
	Iteration 7Q: 3 clusters Score -1964792 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1964871.250000 Penalty: 4627.233887
	Iteration 8Q: 3 clusters Score -1964871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1964906.500000 Penalty: 4627.233887
	Iteration 9Q: 3 clusters Score -1964906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1964930.250000 Penalty: 4627.233887
	Iteration 10Q: 3 clusters Score -1964930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1964945.000000 Penalty: 4627.233887
	Iteration 11Q: 3 clusters Score -1964945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1964957.500000 Penalty: 4627.233887
	Iteration 12Q: 3 clusters Score -1964958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1964967.500000 Penalty: 4627.233887
	Iteration 13Q: 3 clusters Score -1964968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1964974.875000 Penalty: 4627.233887
	Iteration 14Q: 3 clusters Score -1964975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1964979.625000 Penalty: 4627.233887
	Iteration 15Q: 3 clusters Score -1964980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1964978.375000 Penalty: 4627.233887
	Iteration 16Q: 3 clusters Score -1964978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1964986.375000 Penalty: 4627.233887
	Iteration 17Q: 3 clusters Score -1964986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1964991.500000 Penalty: 4627.233887
	Iteration 18Q: 3 clusters Score -1964992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1964997.375000 Penalty: 4627.233887
	Iteration 19Q: 3 clusters Score -1964997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1964998.250000 Penalty: 4627.233887
	Iteration 20F: 3 clusters Score -1964998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1964997.750000 Penalty: 4627.233887
	Iteration 21Q: 3 clusters Score -1964998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1965000.625000 Penalty: 4627.233887
	Iteration 22Q: 3 clusters Score -1965001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1965001.125000 Penalty: 4627.233887
	Iteration 23Q: 3 clusters Score -1965001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1965005.750000 Penalty: 4627.233887
	Iteration 24Q: 3 clusters Score -1965006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1965000.750000 Penalty: 4627.233887
	Iteration 25Q: 3 clusters Score -1965001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1965006.375000 Penalty: 4627.233887
	Iteration 26Q: 3 clusters Score -1965006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1965009.250000 Penalty: 4627.233887
	Iteration 27Q: 3 clusters Score -1965009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1965008.125000 Penalty: 4627.233887
	Iteration 28Q: 3 clusters Score -1965008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1965008.875000 Penalty: 4627.233887
	Iteration 29Q: 3 clusters Score -1965009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1965006.250000 Penalty: 4627.233887
	Iteration 30Q: 3 clusters Score -1965006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1965010.750000 Penalty: 4627.233887
	Iteration 31Q: 3 clusters Score -1965011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1965014.625000 Penalty: 4627.233887
	Iteration 32Q: 3 clusters Score -1965015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1965014.625000 Penalty: 4627.233887
	Iteration 33Q: 3 clusters Score -1965015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1965020.250000 Penalty: 4627.233887
	Iteration 34Q: 3 clusters Score -1965020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1965026.125000 Penalty: 4627.233887
	Iteration 35Q: 3 clusters Score -1965026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1965024.625000 Penalty: 4627.233887
	Iteration 36Q: 3 clusters Score -1965025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1965027.875000 Penalty: 4627.233887
	Iteration 37Q: 3 clusters Score -1965028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1965030.000000 Penalty: 4627.233887
	Iteration 38Q: 3 clusters Score -1965030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1965026.375000 Penalty: 4627.233887
	Iteration 39Q: 3 clusters Score -1965026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1965029.875000 Penalty: 4627.233887
	Iteration 40F: 3 clusters Score -1965030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1965030.375000 Penalty: 4627.233887
	Iteration 41Q: 3 clusters Score -1965030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1965031.375000 Penalty: 4627.233887
	Iteration 42Q: 3 clusters Score -1965031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1965031.750000 Penalty: 4627.233887
	Iteration 43Q: 3 clusters Score -1965032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1965030.500000 Penalty: 4627.233887
	Iteration 44Q: 3 clusters Score -1965030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1965029.375000 Penalty: 4627.233887
	Iteration 45Q: 3 clusters Score -1965029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1965029.875000 Penalty: 4627.233887
	Iteration 46Q: 3 clusters Score -1965030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1965028.625000 Penalty: 4627.233887
	Iteration 47Q: 3 clusters Score -1965029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1965029.500000 Penalty: 4627.233887
	Iteration 48Q: 3 clusters Score -1965030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1965032.000000 Penalty: 4627.233887
	Iteration 49Q: 3 clusters Score -1965032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1965032.000000 Penalty: 4627.233887
	Iteration 50F: 3 clusters Score -1965032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 5133 members 
Mstep: Class 51 contains 7036 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 6128 members 
Entering Unmasked Estep 
Score: -117238160.000000 Penalty: 203298.921875
Splitting cluster 50 changes total score from -117238784.000000 to -117238160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -1134753.875000 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -1134754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1129103.250000 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -1129103 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1131412.750000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -1131413 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1132440.125000 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -1132440 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1133255.125000 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -1133255 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1133748.000000 Penalty: 4393.962402
	Iteration 4F: 3 clusters Score -1133748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1134030.375000 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -1134030 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1134187.000000 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -1134187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1134275.125000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -1134275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1134349.250000 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -1134349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1134394.500000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -1134394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1134422.625000 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -1134423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1134446.875000 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -1134447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1134477.625000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -1134478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1134513.000000 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -1134513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1134563.000000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -1134563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1134646.500000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -1134646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1134750.500000 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -1134750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1134883.000000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -1134883 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1135058.375000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -1135058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1135242.625000 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -1135243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1135369.500000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -1135370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1135483.625000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -1135484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1135566.125000 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -1135566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1135602.125000 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -1135602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1135619.750000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -1135620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1135633.375000 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -1135633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1135643.625000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -1135644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1135650.750000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -1135651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1135661.750000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -1135662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1135670.625000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -1135671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1135682.750000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -1135683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1135696.375000 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -1135696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1135712.500000 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -1135712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1135724.000000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -1135724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1135738.875000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -1135739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1135755.125000 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -1135755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1135773.625000 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -1135774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1135781.125000 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -1135781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1135796.000000 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -1135796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1135809.250000 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -1135809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1135819.625000 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -1135820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1135830.500000 Penalty: 4393.962402
	Iteration 41Q: 3 clusters Score -1135830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1135845.125000 Penalty: 4393.962402
	Iteration 42Q: 3 clusters Score -1135845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1135869.500000 Penalty: 4393.962402
	Iteration 43Q: 3 clusters Score -1135870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1135883.625000 Penalty: 4393.962402
	Iteration 44Q: 3 clusters Score -1135884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1135897.500000 Penalty: 4393.962402
	Iteration 45Q: 3 clusters Score -1135898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1135907.375000 Penalty: 4393.962402
	Iteration 46Q: 3 clusters Score -1135907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1135917.625000 Penalty: 4393.962402
	Iteration 47Q: 3 clusters Score -1135918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1135925.625000 Penalty: 4393.962402
	Iteration 48Q: 3 clusters Score -1135926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1135932.375000 Penalty: 4393.962402
	Iteration 49Q: 3 clusters Score -1135932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1135935.375000 Penalty: 4393.962402
	Iteration 50Q: 3 clusters Score -1135935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1135938.500000 Penalty: 4393.962402
	Iteration 51Q: 3 clusters Score -1135938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1135943.875000 Penalty: 4393.962402
	Iteration 52Q: 3 clusters Score -1135944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1135942.250000 Penalty: 4393.962402
	Iteration 53Q: 3 clusters Score -1135942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1135944.625000 Penalty: 4393.962402
	Iteration 54Q: 3 clusters Score -1135945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1135944.500000 Penalty: 4393.962402
	Iteration 55Q: 3 clusters Score -1135944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1135945.625000 Penalty: 4393.962402
	Iteration 56Q: 3 clusters Score -1135946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1135948.375000 Penalty: 4393.962402
	Iteration 57Q: 3 clusters Score -1135948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1135948.875000 Penalty: 4393.962402
	Iteration 58Q: 3 clusters Score -1135949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1135948.000000 Penalty: 4393.962402
	Iteration 59Q: 3 clusters Score -1135948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1135946.375000 Penalty: 4393.962402
	Iteration 60F: 3 clusters Score -1135946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1135947.000000 Penalty: 4393.962402
	Iteration 61Q: 3 clusters Score -1135947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1135948.000000 Penalty: 4393.962402
	Iteration 62Q: 3 clusters Score -1135948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1135948.625000 Penalty: 4393.962402
	Iteration 63Q: 3 clusters Score -1135949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1135948.625000 Penalty: 4393.962402
	Iteration 64F: 3 clusters Score -1135949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 4432 members 
Entering Unmasked Estep 
Score: -117239200.000000 Penalty: 203298.921875
Splitting cluster 51 changes total score from -117238784.000000 to -117239200.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 52 (12987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Entering Unmasked Estep 
Score: -2305587.500000 Penalty: 2348.982666
	Iteration 0F: 2 clusters Score -2305588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2295992.250000 Penalty: 4697.965332
	Iteration 0F: 3 clusters Score -2295992 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2299007.250000 Penalty: 4697.965332
	Iteration 1F: 3 clusters Score -2299007 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2299375.250000 Penalty: 4697.965332
	Iteration 2F: 3 clusters Score -2299375 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2299735.500000 Penalty: 4697.965332
	Iteration 3F: 3 clusters Score -2299736 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2300163.250000 Penalty: 4697.965332
	Iteration 4F: 3 clusters Score -2300163 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2300694.750000 Penalty: 4697.965332
	Iteration 5F: 3 clusters Score -2300695 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2301320.500000 Penalty: 4697.965332
	Iteration 6F: 3 clusters Score -2301320 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2301870.750000 Penalty: 4697.965332
	Iteration 7F: 3 clusters Score -2301871 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2302313.750000 Penalty: 4697.965332
	Iteration 8F: 3 clusters Score -2302314 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2302645.500000 Penalty: 4697.965332
	Iteration 9Q: 3 clusters Score -2302646 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2302864.250000 Penalty: 4697.965332
	Iteration 10Q: 3 clusters Score -2302864 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2302998.000000 Penalty: 4697.965332
	Iteration 11Q: 3 clusters Score -2302998 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2303097.250000 Penalty: 4697.965332
	Iteration 12Q: 3 clusters Score -2303097 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2303195.250000 Penalty: 4697.965332
	Iteration 13Q: 3 clusters Score -2303195 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2303265.250000 Penalty: 4697.965332
	Iteration 14Q: 3 clusters Score -2303265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2303364.750000 Penalty: 4697.965332
	Iteration 15Q: 3 clusters Score -2303365 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2303453.500000 Penalty: 4697.965332
	Iteration 16Q: 3 clusters Score -2303454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2303514.000000 Penalty: 4697.965332
	Iteration 17Q: 3 clusters Score -2303514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2303567.500000 Penalty: 4697.965332
	Iteration 18Q: 3 clusters Score -2303568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2303619.500000 Penalty: 4697.965332
	Iteration 19Q: 3 clusters Score -2303620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2303675.500000 Penalty: 4697.965332
	Iteration 20F: 3 clusters Score -2303676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2303716.000000 Penalty: 4697.965332
	Iteration 21Q: 3 clusters Score -2303716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2303757.500000 Penalty: 4697.965332
	Iteration 22Q: 3 clusters Score -2303758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2303771.750000 Penalty: 4697.965332
	Iteration 23Q: 3 clusters Score -2303772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2303797.000000 Penalty: 4697.965332
	Iteration 24Q: 3 clusters Score -2303797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2303820.500000 Penalty: 4697.965332
	Iteration 25Q: 3 clusters Score -2303820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2303831.000000 Penalty: 4697.965332
	Iteration 26Q: 3 clusters Score -2303831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2303834.000000 Penalty: 4697.965332
	Iteration 27Q: 3 clusters Score -2303834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2303848.500000 Penalty: 4697.965332
	Iteration 28Q: 3 clusters Score -2303848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2303850.500000 Penalty: 4697.965332
	Iteration 29Q: 3 clusters Score -2303850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2303861.500000 Penalty: 4697.965332
	Iteration 30Q: 3 clusters Score -2303862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2303872.500000 Penalty: 4697.965332
	Iteration 31Q: 3 clusters Score -2303872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2303883.500000 Penalty: 4697.965332
	Iteration 32Q: 3 clusters Score -2303884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2303891.250000 Penalty: 4697.965332
	Iteration 33Q: 3 clusters Score -2303891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2303899.500000 Penalty: 4697.965332
	Iteration 34Q: 3 clusters Score -2303900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2303903.750000 Penalty: 4697.965332
	Iteration 35Q: 3 clusters Score -2303904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2303901.750000 Penalty: 4697.965332
	Iteration 36Q: 3 clusters Score -2303902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2303906.500000 Penalty: 4697.965332
	Iteration 37Q: 3 clusters Score -2303906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2303908.250000 Penalty: 4697.965332
	Iteration 38Q: 3 clusters Score -2303908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2303911.500000 Penalty: 4697.965332
	Iteration 39Q: 3 clusters Score -2303912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2303921.000000 Penalty: 4697.965332
	Iteration 40F: 3 clusters Score -2303921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2303931.250000 Penalty: 4697.965332
	Iteration 41Q: 3 clusters Score -2303931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2303929.500000 Penalty: 4697.965332
	Iteration 42Q: 3 clusters Score -2303930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2303940.250000 Penalty: 4697.965332
	Iteration 43Q: 3 clusters Score -2303940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2303948.250000 Penalty: 4697.965332
	Iteration 44Q: 3 clusters Score -2303948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2303949.000000 Penalty: 4697.965332
	Iteration 45Q: 3 clusters Score -2303949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2303952.250000 Penalty: 4697.965332
	Iteration 46Q: 3 clusters Score -2303952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2303955.750000 Penalty: 4697.965332
	Iteration 47Q: 3 clusters Score -2303956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2303963.500000 Penalty: 4697.965332
	Iteration 48Q: 3 clusters Score -2303964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2303967.250000 Penalty: 4697.965332
	Iteration 49Q: 3 clusters Score -2303967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2303971.250000 Penalty: 4697.965332
	Iteration 50Q: 3 clusters Score -2303971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2303982.250000 Penalty: 4697.965332
	Iteration 51Q: 3 clusters Score -2303982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2303988.500000 Penalty: 4697.965332
	Iteration 52Q: 3 clusters Score -2303988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2303993.500000 Penalty: 4697.965332
	Iteration 53Q: 3 clusters Score -2303994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2303994.500000 Penalty: 4697.965332
	Iteration 54Q: 3 clusters Score -2303994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2303990.750000 Penalty: 4697.965332
	Iteration 55Q: 3 clusters Score -2303991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2303992.750000 Penalty: 4697.965332
	Iteration 56Q: 3 clusters Score -2303993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2303993.250000 Penalty: 4697.965332
	Iteration 57Q: 3 clusters Score -2303993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2303999.000000 Penalty: 4697.965332
	Iteration 58Q: 3 clusters Score -2303999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2303999.000000 Penalty: 4697.965332
	Iteration 59Q: 3 clusters Score -2303999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2304002.750000 Penalty: 4697.965332
	Iteration 60F: 3 clusters Score -2304003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2304008.750000 Penalty: 4697.965332
	Iteration 61Q: 3 clusters Score -2304009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2304006.750000 Penalty: 4697.965332
	Iteration 62Q: 3 clusters Score -2304007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2304007.250000 Penalty: 4697.965332
	Iteration 63Q: 3 clusters Score -2304007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2304009.250000 Penalty: 4697.965332
	Iteration 64Q: 3 clusters Score -2304009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2304011.000000 Penalty: 4697.965332
	Iteration 65Q: 3 clusters Score -2304011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2304011.000000 Penalty: 4697.965332
	Iteration 66Q: 3 clusters Score -2304011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2304013.000000 Penalty: 4697.965332
	Iteration 67Q: 3 clusters Score -2304013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2304012.500000 Penalty: 4697.965332
	Iteration 68Q: 3 clusters Score -2304012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2304014.750000 Penalty: 4697.965332
	Iteration 69Q: 3 clusters Score -2304015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2304014.750000 Penalty: 4697.965332
	Iteration 70F: 3 clusters Score -2304015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -18080.281250 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -18080.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16907.427734 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -16907.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17146.236328 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -17146.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17298.103516 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -17298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17425.566406 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -17425.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17548.431641 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -17548.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17572.517578 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -17572.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17593.412109 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -17593.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17604.980469 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -17604.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17615.052734 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -17615.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17615.052734 Penalty: 2843.737305
	Iteration 9F: 3 clusters Score -17615.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -23292.207031 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -23292.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22321.277344 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -22321.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22472.988281 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -22472.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22604.880859 Penalty: 2670.709717
	Iteration 2F: 3 clusters Score -22604.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22641.167969 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22641.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22643.361328 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22643.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22643.361328 Penalty: 2670.709717
	Iteration 5F: 3 clusters Score -22643.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -2083278.375000 Penalty: 2328.552246
	Iteration 0F: 2 clusters Score -2083278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2074465.125000 Penalty: 4657.104492
	Iteration 0F: 3 clusters Score -2074465 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2077227.875000 Penalty: 4657.104492
	Iteration 1F: 3 clusters Score -2077228 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2077914.500000 Penalty: 4657.104492
	Iteration 2F: 3 clusters Score -2077914 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2079127.625000 Penalty: 4657.104492
	Iteration 3F: 3 clusters Score -2079128 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2080878.250000 Penalty: 4657.104492
	Iteration 4F: 3 clusters Score -2080878 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2082327.500000 Penalty: 4657.104492
	Iteration 5F: 3 clusters Score -2082328 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2083101.500000 Penalty: 4657.104492
	Iteration 6F: 3 clusters Score -2083102 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2083384.875000 Penalty: 4657.104492
	Iteration 7Q: 3 clusters Score -2083385 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2083487.375000 Penalty: 4657.104492
	Iteration 8Q: 3 clusters Score -2083487 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2083529.875000 Penalty: 4657.104492
	Iteration 9Q: 3 clusters Score -2083530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2083554.375000 Penalty: 4657.104492
	Iteration 10Q: 3 clusters Score -2083554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2083558.125000 Penalty: 4657.104492
	Iteration 11Q: 3 clusters Score -2083558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2083558.500000 Penalty: 4657.104492
	Iteration 12Q: 3 clusters Score -2083558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2083556.375000 Penalty: 4657.104492
	Iteration 13Q: 3 clusters Score -2083556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2083565.125000 Penalty: 4657.104492
	Iteration 14Q: 3 clusters Score -2083565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2083566.625000 Penalty: 4657.104492
	Iteration 15Q: 3 clusters Score -2083567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2083565.875000 Penalty: 4657.104492
	Iteration 16Q: 3 clusters Score -2083566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2083568.375000 Penalty: 4657.104492
	Iteration 17Q: 3 clusters Score -2083568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2083567.750000 Penalty: 4657.104492
	Iteration 18Q: 3 clusters Score -2083568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2083570.375000 Penalty: 4657.104492
	Iteration 19Q: 3 clusters Score -2083570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2083571.375000 Penalty: 4657.104492
	Iteration 20F: 3 clusters Score -2083571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2083580.125000 Penalty: 4657.104492
	Iteration 21Q: 3 clusters Score -2083580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2083588.875000 Penalty: 4657.104492
	Iteration 22Q: 3 clusters Score -2083589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2083584.625000 Penalty: 4657.104492
	Iteration 23Q: 3 clusters Score -2083585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2083605.875000 Penalty: 4657.104492
	Iteration 24Q: 3 clusters Score -2083606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2083646.750000 Penalty: 4657.104492
	Iteration 25Q: 3 clusters Score -2083647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2083707.875000 Penalty: 4657.104492
	Iteration 26Q: 3 clusters Score -2083708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2083793.250000 Penalty: 4657.104492
	Iteration 27Q: 3 clusters Score -2083793 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2083941.375000 Penalty: 4657.104492
	Iteration 28Q: 3 clusters Score -2083941 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2084133.000000 Penalty: 4657.104492
	Iteration 29Q: 3 clusters Score -2084133 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2084337.500000 Penalty: 4657.104492
	Iteration 30Q: 3 clusters Score -2084338 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2084431.750000 Penalty: 4657.104492
	Iteration 31Q: 3 clusters Score -2084432 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2084493.125000 Penalty: 4657.104492
	Iteration 32Q: 3 clusters Score -2084493 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2084556.500000 Penalty: 4657.104492
	Iteration 33Q: 3 clusters Score -2084556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2084628.000000 Penalty: 4657.104492
	Iteration 34Q: 3 clusters Score -2084628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2084693.500000 Penalty: 4657.104492
	Iteration 35Q: 3 clusters Score -2084694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2084758.125000 Penalty: 4657.104492
	Iteration 36Q: 3 clusters Score -2084758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2084836.875000 Penalty: 4657.104492
	Iteration 37Q: 3 clusters Score -2084837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2084943.625000 Penalty: 4657.104492
	Iteration 38Q: 3 clusters Score -2084944 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2085084.625000 Penalty: 4657.104492
	Iteration 39Q: 3 clusters Score -2085085 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2085282.500000 Penalty: 4657.104492
	Iteration 40F: 3 clusters Score -2085282 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2085562.250000 Penalty: 4657.104492
	Iteration 41Q: 3 clusters Score -2085562 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2085969.250000 Penalty: 4657.104492
	Iteration 42Q: 3 clusters Score -2085969 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2086597.250000 Penalty: 4657.104492
	Iteration 43Q: 3 clusters Score -2086597 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2087464.375000 Penalty: 4657.104492
	Iteration 44Q: 3 clusters Score -2087464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2088618.875000 Penalty: 4657.104492
	Iteration 45Q: 3 clusters Score -2088619 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2089708.875000 Penalty: 4657.104492
	Iteration 46Q: 3 clusters Score -2089709 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2089871.375000 Penalty: 4657.104492
	Iteration 47Q: 3 clusters Score -2089871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2089886.000000 Penalty: 4657.104492
	Iteration 48Q: 3 clusters Score -2089886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2089888.250000 Penalty: 4657.104492
	Iteration 49Q: 3 clusters Score -2089888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2089888.250000 Penalty: 4657.104492
	Iteration 50F: 3 clusters Score -2089888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3523 members 
Mstep: Class 56 contains 3595 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 4432 members 
Mstep: Class 62 contains 8437 members 
Entering Unmasked Estep 
Score: -117244496.000000 Penalty: 206631.687500
Splitting cluster 55 changes total score from -117238784.000000 to -117244496.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 56 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -605318.125000 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -605318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -601702.062500 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -601702.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -602604.812500 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -602604.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -602967.500000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -602967.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -603366.937500 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -603366.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -603824.437500 Penalty: 4060.900635
	Iteration 4F: 3 clusters Score -603824.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -604317.750000 Penalty: 4060.900635
	Iteration 5F: 3 clusters Score -604317.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -604750.312500 Penalty: 4060.900635
	Iteration 6F: 3 clusters Score -604750.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -605009.312500 Penalty: 4060.900635
	Iteration 7F: 3 clusters Score -605009.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -605164.812500 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -605164.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -605260.062500 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -605260.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -605327.000000 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -605327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -605365.875000 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -605365.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -605385.125000 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -605385.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -605396.937500 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -605396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -605404.562500 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -605404.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -605409.812500 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -605409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -605415.875000 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -605415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -605420.687500 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -605420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -605420.562500 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -605420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -605421.000000 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -605421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -605421.000000 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -605421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3523 members 
Mstep: Class 56 contains 1531 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 2787 members 
Mstep: Class 61 contains 4432 members 
Mstep: Class 62 contains 8437 members 
Mstep: Class 63 contains 2064 members 
Entering Unmasked Estep 
Score: -117243280.000000 Penalty: 209964.453125
Splitting cluster 56 changes total score from -117238784.000000 to -117243280.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 57 (35779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Entering Unmasked Estep 
Score: -6489552.000000 Penalty: 2600.308838
	Iteration 0F: 2 clusters Score -6489552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -6466211.500000 Penalty: 5200.617676
	Iteration 0F: 3 clusters Score -6466212 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6475025.000000 Penalty: 5200.617676
	Iteration 1F: 3 clusters Score -6475025 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -6475549.500000 Penalty: 5200.617676
	Iteration 2Q: 3 clusters Score -6475550 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -6476094.000000 Penalty: 5200.617676
	Iteration 3Q: 3 clusters Score -6476094 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6476622.500000 Penalty: 5200.617676
	Iteration 4Q: 3 clusters Score -6476622 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6477181.500000 Penalty: 5200.617676
	Iteration 5Q: 3 clusters Score -6477182 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -6477768.000000 Penalty: 5200.617676
	Iteration 6Q: 3 clusters Score -6477768 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -6478455.000000 Penalty: 5200.617676
	Iteration 7Q: 3 clusters Score -6478455 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6479062.500000 Penalty: 5200.617676
	Iteration 8Q: 3 clusters Score -6479062 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -6479625.500000 Penalty: 5200.617676
	Iteration 9Q: 3 clusters Score -6479626 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -6480136.500000 Penalty: 5200.617676
	Iteration 10Q: 3 clusters Score -6480136 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -6480591.500000 Penalty: 5200.617676
	Iteration 11Q: 3 clusters Score -6480592 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -6480961.000000 Penalty: 5200.617676
	Iteration 12Q: 3 clusters Score -6480961 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -6481323.000000 Penalty: 5200.617676
	Iteration 13Q: 3 clusters Score -6481323 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -6481665.000000 Penalty: 5200.617676
	Iteration 14Q: 3 clusters Score -6481665 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -6482053.000000 Penalty: 5200.617676
	Iteration 15Q: 3 clusters Score -6482053 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -6482518.500000 Penalty: 5200.617676
	Iteration 16Q: 3 clusters Score -6482518 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -6483036.500000 Penalty: 5200.617676
	Iteration 17Q: 3 clusters Score -6483036 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6483589.000000 Penalty: 5200.617676
	Iteration 18Q: 3 clusters Score -6483589 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -6484170.500000 Penalty: 5200.617676
	Iteration 19Q: 3 clusters Score -6484170 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -6484753.500000 Penalty: 5200.617676
	Iteration 20F: 3 clusters Score -6484754 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6485302.500000 Penalty: 5200.617676
	Iteration 21Q: 3 clusters Score -6485302 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6485781.000000 Penalty: 5200.617676
	Iteration 22Q: 3 clusters Score -6485781 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6486187.000000 Penalty: 5200.617676
	Iteration 23Q: 3 clusters Score -6486187 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6486636.000000 Penalty: 5200.617676
	Iteration 24Q: 3 clusters Score -6486636 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6486946.000000 Penalty: 5200.617676
	Iteration 25Q: 3 clusters Score -6486946 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6487192.500000 Penalty: 5200.617676
	Iteration 26Q: 3 clusters Score -6487192 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6487419.500000 Penalty: 5200.617676
	Iteration 27Q: 3 clusters Score -6487420 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6487553.500000 Penalty: 5200.617676
	Iteration 28Q: 3 clusters Score -6487554 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6487631.000000 Penalty: 5200.617676
	Iteration 29Q: 3 clusters Score -6487631 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6487676.500000 Penalty: 5200.617676
	Iteration 30Q: 3 clusters Score -6487676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6487690.500000 Penalty: 5200.617676
	Iteration 31Q: 3 clusters Score -6487690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6487701.000000 Penalty: 5200.617676
	Iteration 32Q: 3 clusters Score -6487701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6487739.500000 Penalty: 5200.617676
	Iteration 33Q: 3 clusters Score -6487740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6487755.500000 Penalty: 5200.617676
	Iteration 34Q: 3 clusters Score -6487756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6487775.000000 Penalty: 5200.617676
	Iteration 35Q: 3 clusters Score -6487775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6487789.000000 Penalty: 5200.617676
	Iteration 36Q: 3 clusters Score -6487789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6487792.000000 Penalty: 5200.617676
	Iteration 37Q: 3 clusters Score -6487792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6487806.000000 Penalty: 5200.617676
	Iteration 38Q: 3 clusters Score -6487806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6487812.000000 Penalty: 5200.617676
	Iteration 39Q: 3 clusters Score -6487812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6487814.000000 Penalty: 5200.617676
	Iteration 40F: 3 clusters Score -6487814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6487816.500000 Penalty: 5200.617676
	Iteration 41Q: 3 clusters Score -6487816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6487831.000000 Penalty: 5200.617676
	Iteration 42Q: 3 clusters Score -6487831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6487836.000000 Penalty: 5200.617676
	Iteration 43Q: 3 clusters Score -6487836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6487835.500000 Penalty: 5200.617676
	Iteration 44Q: 3 clusters Score -6487836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6487845.500000 Penalty: 5200.617676
	Iteration 45Q: 3 clusters Score -6487846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6487843.000000 Penalty: 5200.617676
	Iteration 46Q: 3 clusters Score -6487843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6487848.000000 Penalty: 5200.617676
	Iteration 47Q: 3 clusters Score -6487848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6487848.000000 Penalty: 5200.617676
	Iteration 48Q: 3 clusters Score -6487848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6487844.500000 Penalty: 5200.617676
	Iteration 49Q: 3 clusters Score -6487844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6487848.500000 Penalty: 5200.617676
	Iteration 50Q: 3 clusters Score -6487848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6487860.500000 Penalty: 5200.617676
	Iteration 51Q: 3 clusters Score -6487860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6487864.000000 Penalty: 5200.617676
	Iteration 52Q: 3 clusters Score -6487864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6487863.500000 Penalty: 5200.617676
	Iteration 53Q: 3 clusters Score -6487864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6487864.500000 Penalty: 5200.617676
	Iteration 54Q: 3 clusters Score -6487864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6487878.000000 Penalty: 5200.617676
	Iteration 55Q: 3 clusters Score -6487878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6487877.500000 Penalty: 5200.617676
	Iteration 56Q: 3 clusters Score -6487878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6487869.000000 Penalty: 5200.617676
	Iteration 57Q: 3 clusters Score -6487869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6487876.500000 Penalty: 5200.617676
	Iteration 58Q: 3 clusters Score -6487876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6487879.000000 Penalty: 5200.617676
	Iteration 59Q: 3 clusters Score -6487879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6487878.500000 Penalty: 5200.617676
	Iteration 60F: 3 clusters Score -6487878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6487881.000000 Penalty: 5200.617676
	Iteration 61Q: 3 clusters Score -6487881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6487878.500000 Penalty: 5200.617676
	Iteration 62Q: 3 clusters Score -6487878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6487877.000000 Penalty: 5200.617676
	Iteration 63Q: 3 clusters Score -6487877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6487878.500000 Penalty: 5200.617676
	Iteration 64Q: 3 clusters Score -6487878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6487890.000000 Penalty: 5200.617676
	Iteration 65Q: 3 clusters Score -6487890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6487873.500000 Penalty: 5200.617676
	Iteration 66Q: 3 clusters Score -6487874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6487880.500000 Penalty: 5200.617676
	Iteration 67Q: 3 clusters Score -6487880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6487878.000000 Penalty: 5200.617676
	Iteration 68Q: 3 clusters Score -6487878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6487882.500000 Penalty: 5200.617676
	Iteration 69Q: 3 clusters Score -6487882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6487877.000000 Penalty: 5200.617676
	Iteration 70Q: 3 clusters Score -6487877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6487881.000000 Penalty: 5200.617676
	Iteration 71Q: 3 clusters Score -6487881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6487881.000000 Penalty: 5200.617676
	Iteration 72F: 3 clusters Score -6487881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -3459628.250000 Penalty: 2445.397949
	Iteration 0F: 2 clusters Score -3459628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3446189.250000 Penalty: 4890.795898
	Iteration 0F: 3 clusters Score -3446189 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3450699.750000 Penalty: 4890.795898
	Iteration 1F: 3 clusters Score -3450700 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3451107.250000 Penalty: 4890.795898
	Iteration 2F: 3 clusters Score -3451107 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3451456.250000 Penalty: 4890.795898
	Iteration 3Q: 3 clusters Score -3451456 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3451781.750000 Penalty: 4890.795898
	Iteration 4Q: 3 clusters Score -3451782 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3452193.750000 Penalty: 4890.795898
	Iteration 5Q: 3 clusters Score -3452194 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3452695.500000 Penalty: 4890.795898
	Iteration 6Q: 3 clusters Score -3452696 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3453328.000000 Penalty: 4890.795898
	Iteration 7F: 3 clusters Score -3453328 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3454175.000000 Penalty: 4890.795898
	Iteration 8F: 3 clusters Score -3454175 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3455124.500000 Penalty: 4890.795898
	Iteration 9F: 3 clusters Score -3455124 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3455955.000000 Penalty: 4890.795898
	Iteration 10F: 3 clusters Score -3455955 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3456574.000000 Penalty: 4890.795898
	Iteration 11Q: 3 clusters Score -3456574 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3456962.000000 Penalty: 4890.795898
	Iteration 12Q: 3 clusters Score -3456962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3457182.250000 Penalty: 4890.795898
	Iteration 13Q: 3 clusters Score -3457182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3457296.500000 Penalty: 4890.795898
	Iteration 14Q: 3 clusters Score -3457296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3457375.250000 Penalty: 4890.795898
	Iteration 15Q: 3 clusters Score -3457375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3457432.250000 Penalty: 4890.795898
	Iteration 16Q: 3 clusters Score -3457432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3457470.750000 Penalty: 4890.795898
	Iteration 17Q: 3 clusters Score -3457471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3457494.500000 Penalty: 4890.795898
	Iteration 18Q: 3 clusters Score -3457494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3457507.500000 Penalty: 4890.795898
	Iteration 19Q: 3 clusters Score -3457508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3457515.000000 Penalty: 4890.795898
	Iteration 20F: 3 clusters Score -3457515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3457522.250000 Penalty: 4890.795898
	Iteration 21Q: 3 clusters Score -3457522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3457524.500000 Penalty: 4890.795898
	Iteration 22Q: 3 clusters Score -3457524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3457527.500000 Penalty: 4890.795898
	Iteration 23Q: 3 clusters Score -3457528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3457526.000000 Penalty: 4890.795898
	Iteration 24Q: 3 clusters Score -3457526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3457525.500000 Penalty: 4890.795898
	Iteration 25Q: 3 clusters Score -3457526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3457525.500000 Penalty: 4890.795898
	Iteration 26F: 3 clusters Score -3457526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 27978 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 33585 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 11905 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 13683 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 77246 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 37154 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 2138 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2911 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 17377 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4749 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54525 members 
Mstep: Class 48 contains 37025 members 
Mstep: Class 49 contains 43058 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3523 members 
Mstep: Class 56 contains 1531 members 
Mstep: Class 57 contains 35779 members 
Mstep: Class 58 contains 19158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117245432.000000 Penalty: 209964.453125
Iteration 119Q: 64 clusters Score -1.172454e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 28009 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 33494 members 
Mstep: Class 17 contains 34551 members 
Mstep: Class 18 contains 11877 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 14218 members 
Mstep: Class 21 contains 12293 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 276 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76883 members 
Mstep: Class 30 contains 11135 members 
Mstep: Class 31 contains 36839 members 
Mstep: Class 32 contains 37038 members 
Mstep: Class 33 contains 12327 members 
Mstep: Class 34 contains 2162 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 2074 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2916 members 
Mstep: Class 39 contains 10165 members 
Mstep: Class 40 contains 5044 members 
Mstep: Class 41 contains 17352 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4751 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54442 members 
Mstep: Class 48 contains 37046 members 
Mstep: Class 49 contains 43046 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 3175 members 
Mstep: Class 52 contains 12975 members 
Mstep: Class 53 contains 309 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3551 members 
Mstep: Class 56 contains 1620 members 
Mstep: Class 57 contains 35821 members 
Mstep: Class 58 contains 19182 members 
Mstep: Class 59 contains 6782 members 
Mstep: Class 60 contains 2775 members 
Mstep: Class 61 contains 4064 members 
Mstep: Class 62 contains 8394 members 
Mstep: Class 63 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117250288.000000 Penalty: 209964.453125
Iteration 120F: 64 clusters Score -1.172503e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 7788 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 28040 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 33376 members 
Mstep: Class 17 contains 34411 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 14974 members 
Mstep: Class 20 contains 14219 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 4468 members 
Mstep: Class 23 contains 13696 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 278 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76515 members 
Mstep: Class 30 contains 10920 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 36943 members 
Mstep: Class 33 contains 12274 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 1958 members 
Mstep: Class 36 contains 2085 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 2920 members 
Mstep: Class 39 contains 10173 members 
Mstep: Class 40 contains 5002 members 
Mstep: Class 41 contains 17308 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4754 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54338 members 
Mstep: Class 48 contains 37069 members 
Mstep: Class 49 contains 43019 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 3514 members 
Mstep: Class 52 contains 12970 members 
Mstep: Class 53 contains 349 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3562 members 
Mstep: Class 56 contains 1751 members 
Mstep: Class 57 contains 35835 members 
Mstep: Class 58 contains 19209 members 
Mstep: Class 59 contains 7039 members 
Mstep: Class 60 contains 3114 members 
Mstep: Class 61 contains 4228 members 
Mstep: Class 62 contains 8455 members 
Mstep: Class 63 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117253488.000000 Penalty: 209964.453125
Iteration 121Q: 64 clusters Score -1.172535e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3285 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 28063 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6765 members 
Mstep: Class 16 contains 33307 members 
Mstep: Class 17 contains 34295 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 15118 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 4312 members 
Mstep: Class 23 contains 13690 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 286 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76303 members 
Mstep: Class 30 contains 10816 members 
Mstep: Class 31 contains 36871 members 
Mstep: Class 32 contains 36849 members 
Mstep: Class 33 contains 12247 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 2101 members 
Mstep: Class 37 contains 1600 members 
Mstep: Class 38 contains 2919 members 
Mstep: Class 39 contains 10173 members 
Mstep: Class 40 contains 5005 members 
Mstep: Class 41 contains 17283 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4759 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54236 members 
Mstep: Class 48 contains 37048 members 
Mstep: Class 49 contains 42996 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 3709 members 
Mstep: Class 52 contains 12962 members 
Mstep: Class 53 contains 343 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 1849 members 
Mstep: Class 57 contains 35845 members 
Mstep: Class 58 contains 19235 members 
Mstep: Class 59 contains 7206 members 
Mstep: Class 60 contains 3214 members 
Mstep: Class 61 contains 4323 members 
Mstep: Class 62 contains 8480 members 
Mstep: Class 63 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117254928.000000 Penalty: 209964.453125
Iteration 122Q: 64 clusters Score -1.172549e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 7836 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 28078 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 33248 members 
Mstep: Class 17 contains 34195 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 19 contains 15263 members 
Mstep: Class 20 contains 14220 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 22 contains 4228 members 
Mstep: Class 23 contains 13692 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76194 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 36860 members 
Mstep: Class 32 contains 36742 members 
Mstep: Class 33 contains 12227 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 1929 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 1602 members 
Mstep: Class 38 contains 2924 members 
Mstep: Class 39 contains 10177 members 
Mstep: Class 40 contains 5003 members 
Mstep: Class 41 contains 17259 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 425 members 
Mstep: Class 45 contains 4762 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54138 members 
Mstep: Class 48 contains 37005 members 
Mstep: Class 49 contains 42975 members 
Mstep: Class 50 contains 11261 members 
Mstep: Class 51 contains 3851 members 
Mstep: Class 52 contains 12956 members 
Mstep: Class 53 contains 338 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 1916 members 
Mstep: Class 57 contains 35888 members 
Mstep: Class 58 contains 19265 members 
Mstep: Class 59 contains 7312 members 
Mstep: Class 60 contains 3225 members 
Mstep: Class 61 contains 4398 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117255656.000000 Penalty: 209964.453125
Iteration 123Q: 64 clusters Score -1.172557e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 4991 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 28093 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 4479 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 33188 members 
Mstep: Class 17 contains 34124 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 15390 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 4182 members 
Mstep: Class 23 contains 13689 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 293 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76147 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 36904 members 
Mstep: Class 32 contains 36626 members 
Mstep: Class 33 contains 12215 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 1911 members 
Mstep: Class 36 contains 2132 members 
Mstep: Class 37 contains 1603 members 
Mstep: Class 38 contains 2927 members 
Mstep: Class 39 contains 10188 members 
Mstep: Class 40 contains 5008 members 
Mstep: Class 41 contains 17253 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4767 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 54041 members 
Mstep: Class 48 contains 36947 members 
Mstep: Class 49 contains 42973 members 
Mstep: Class 50 contains 11260 members 
Mstep: Class 51 contains 3956 members 
Mstep: Class 52 contains 12947 members 
Mstep: Class 53 contains 336 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 1951 members 
Mstep: Class 57 contains 35889 members 
Mstep: Class 58 contains 19288 members 
Mstep: Class 59 contains 7401 members 
Mstep: Class 60 contains 3207 members 
Mstep: Class 61 contains 4470 members 
Mstep: Class 62 contains 8495 members 
Mstep: Class 63 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256000.000000 Penalty: 209964.453125
Iteration 124Q: 64 clusters Score -1.17256e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3360 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 28112 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 33143 members 
Mstep: Class 17 contains 34091 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 15523 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 13679 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76149 members 
Mstep: Class 30 contains 10716 members 
Mstep: Class 31 contains 36964 members 
Mstep: Class 32 contains 36545 members 
Mstep: Class 33 contains 12227 members 
Mstep: Class 34 contains 1562 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 2147 members 
Mstep: Class 37 contains 1604 members 
Mstep: Class 38 contains 2927 members 
Mstep: Class 39 contains 10188 members 
Mstep: Class 40 contains 5009 members 
Mstep: Class 41 contains 17235 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4776 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53932 members 
Mstep: Class 48 contains 36881 members 
Mstep: Class 49 contains 42941 members 
Mstep: Class 50 contains 11259 members 
Mstep: Class 51 contains 4014 members 
Mstep: Class 52 contains 12938 members 
Mstep: Class 53 contains 334 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3568 members 
Mstep: Class 56 contains 1966 members 
Mstep: Class 57 contains 35886 members 
Mstep: Class 58 contains 19314 members 
Mstep: Class 59 contains 7471 members 
Mstep: Class 60 contains 3157 members 
Mstep: Class 61 contains 4520 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256152.000000 Penalty: 209964.453125
Iteration 125Q: 64 clusters Score -1.172562e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 7958 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 28126 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6794 members 
Mstep: Class 16 contains 33099 members 
Mstep: Class 17 contains 34069 members 
Mstep: Class 18 contains 11613 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4154 members 
Mstep: Class 23 contains 13663 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76164 members 
Mstep: Class 30 contains 10693 members 
Mstep: Class 31 contains 37006 members 
Mstep: Class 32 contains 36434 members 
Mstep: Class 33 contains 12223 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 1882 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1605 members 
Mstep: Class 38 contains 2927 members 
Mstep: Class 39 contains 10196 members 
Mstep: Class 40 contains 5011 members 
Mstep: Class 41 contains 17226 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4785 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53819 members 
Mstep: Class 48 contains 36841 members 
Mstep: Class 49 contains 42940 members 
Mstep: Class 50 contains 11258 members 
Mstep: Class 51 contains 4063 members 
Mstep: Class 52 contains 12934 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1980 members 
Mstep: Class 57 contains 35866 members 
Mstep: Class 58 contains 19353 members 
Mstep: Class 59 contains 7523 members 
Mstep: Class 60 contains 3126 members 
Mstep: Class 61 contains 4557 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256288.000000 Penalty: 209964.453125
Iteration 126Q: 64 clusters Score -1.172563e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 5132 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 28133 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4491 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 33079 members 
Mstep: Class 17 contains 34045 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 15805 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12235 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 13651 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76165 members 
Mstep: Class 30 contains 10698 members 
Mstep: Class 31 contains 37036 members 
Mstep: Class 32 contains 36336 members 
Mstep: Class 33 contains 12226 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 2181 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2927 members 
Mstep: Class 39 contains 10199 members 
Mstep: Class 40 contains 5008 members 
Mstep: Class 41 contains 17218 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 4788 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53690 members 
Mstep: Class 48 contains 36815 members 
Mstep: Class 49 contains 42922 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4108 members 
Mstep: Class 52 contains 12930 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1981 members 
Mstep: Class 57 contains 35863 members 
Mstep: Class 58 contains 19408 members 
Mstep: Class 59 contains 7572 members 
Mstep: Class 60 contains 3096 members 
Mstep: Class 61 contains 4601 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256720.000000 Penalty: 209964.453125
Iteration 127Q: 64 clusters Score -1.172567e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 28145 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4491 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 33066 members 
Mstep: Class 17 contains 34028 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 15955 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 4147 members 
Mstep: Class 23 contains 13641 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76173 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 37051 members 
Mstep: Class 32 contains 36245 members 
Mstep: Class 33 contains 12214 members 
Mstep: Class 34 contains 1409 members 
Mstep: Class 35 contains 1851 members 
Mstep: Class 36 contains 2197 members 
Mstep: Class 37 contains 1610 members 
Mstep: Class 38 contains 2930 members 
Mstep: Class 39 contains 10202 members 
Mstep: Class 40 contains 5008 members 
Mstep: Class 41 contains 17208 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4790 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53543 members 
Mstep: Class 48 contains 36795 members 
Mstep: Class 49 contains 42911 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4130 members 
Mstep: Class 52 contains 12922 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1983 members 
Mstep: Class 57 contains 35859 members 
Mstep: Class 58 contains 19460 members 
Mstep: Class 59 contains 7610 members 
Mstep: Class 60 contains 3072 members 
Mstep: Class 61 contains 4650 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257200.000000 Penalty: 209964.453125
Iteration 128Q: 64 clusters Score -1.172572e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 3687 members 
Mstep: Class 9 contains 28160 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4488 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 33064 members 
Mstep: Class 17 contains 34013 members 
Mstep: Class 18 contains 11454 members 
Mstep: Class 19 contains 16116 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12233 members 
Mstep: Class 22 contains 4153 members 
Mstep: Class 23 contains 13631 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76174 members 
Mstep: Class 30 contains 10717 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 36186 members 
Mstep: Class 33 contains 12206 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 2214 members 
Mstep: Class 37 contains 1613 members 
Mstep: Class 38 contains 2933 members 
Mstep: Class 39 contains 10203 members 
Mstep: Class 40 contains 5009 members 
Mstep: Class 41 contains 17200 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 4793 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53401 members 
Mstep: Class 48 contains 36796 members 
Mstep: Class 49 contains 42864 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4152 members 
Mstep: Class 52 contains 12919 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1986 members 
Mstep: Class 57 contains 35834 members 
Mstep: Class 58 contains 19498 members 
Mstep: Class 59 contains 7638 members 
Mstep: Class 60 contains 3045 members 
Mstep: Class 61 contains 4681 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257104.000000 Penalty: 209964.453125
Iteration 129Q: 64 clusters Score -1.172571e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 8109 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 28174 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 33055 members 
Mstep: Class 17 contains 34005 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 16296 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12232 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 13617 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76187 members 
Mstep: Class 30 contains 10718 members 
Mstep: Class 31 contains 37092 members 
Mstep: Class 32 contains 36119 members 
Mstep: Class 33 contains 12185 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 2227 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2935 members 
Mstep: Class 39 contains 10207 members 
Mstep: Class 40 contains 5012 members 
Mstep: Class 41 contains 17196 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 4794 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53258 members 
Mstep: Class 48 contains 36780 members 
Mstep: Class 49 contains 42790 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4170 members 
Mstep: Class 52 contains 12921 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1989 members 
Mstep: Class 57 contains 35833 members 
Mstep: Class 58 contains 19565 members 
Mstep: Class 59 contains 7672 members 
Mstep: Class 60 contains 3025 members 
Mstep: Class 61 contains 4697 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257528.000000 Penalty: 209964.453125
Iteration 130Q: 64 clusters Score -1.172575e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 28187 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 34000 members 
Mstep: Class 18 contains 11359 members 
Mstep: Class 19 contains 16476 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12232 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 13604 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76224 members 
Mstep: Class 30 contains 10722 members 
Mstep: Class 31 contains 37103 members 
Mstep: Class 32 contains 36071 members 
Mstep: Class 33 contains 12182 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2934 members 
Mstep: Class 39 contains 10206 members 
Mstep: Class 40 contains 5021 members 
Mstep: Class 41 contains 17187 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 431 members 
Mstep: Class 45 contains 4796 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 53077 members 
Mstep: Class 48 contains 36738 members 
Mstep: Class 49 contains 42723 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4179 members 
Mstep: Class 52 contains 12921 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1994 members 
Mstep: Class 57 contains 35851 members 
Mstep: Class 58 contains 19635 members 
Mstep: Class 59 contains 7705 members 
Mstep: Class 60 contains 3006 members 
Mstep: Class 61 contains 4728 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257976.000000 Penalty: 209964.453125
Iteration 131Q: 64 clusters Score -1.17258e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8160 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 28200 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4488 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 33039 members 
Mstep: Class 17 contains 33995 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 14221 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 13599 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76222 members 
Mstep: Class 30 contains 10725 members 
Mstep: Class 31 contains 37111 members 
Mstep: Class 32 contains 36020 members 
Mstep: Class 33 contains 12176 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 1803 members 
Mstep: Class 36 contains 2257 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2935 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 5029 members 
Mstep: Class 41 contains 17176 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 434 members 
Mstep: Class 45 contains 4797 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 52868 members 
Mstep: Class 48 contains 36736 members 
Mstep: Class 49 contains 42642 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4191 members 
Mstep: Class 52 contains 12920 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 1997 members 
Mstep: Class 57 contains 35867 members 
Mstep: Class 58 contains 19743 members 
Mstep: Class 59 contains 7729 members 
Mstep: Class 60 contains 2994 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117258416.000000 Penalty: 209964.453125
Iteration 132Q: 64 clusters Score -1.172584e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 28208 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 33038 members 
Mstep: Class 17 contains 33991 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 16847 members 
Mstep: Class 20 contains 14221 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 4176 members 
Mstep: Class 23 contains 13589 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76222 members 
Mstep: Class 30 contains 10728 members 
Mstep: Class 31 contains 37128 members 
Mstep: Class 32 contains 35976 members 
Mstep: Class 33 contains 12145 members 
Mstep: Class 34 contains 1252 members 
Mstep: Class 35 contains 1791 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 10205 members 
Mstep: Class 40 contains 5036 members 
Mstep: Class 41 contains 17170 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 434 members 
Mstep: Class 45 contains 4798 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 52619 members 
Mstep: Class 48 contains 36732 members 
Mstep: Class 49 contains 42585 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4201 members 
Mstep: Class 52 contains 12920 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 2001 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 19882 members 
Mstep: Class 59 contains 7757 members 
Mstep: Class 60 contains 2984 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117258520.000000 Penalty: 209964.453125
Iteration 133Q: 64 clusters Score -1.172585e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 28213 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 33036 members 
Mstep: Class 17 contains 33989 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 14221 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 4185 members 
Mstep: Class 23 contains 13581 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76227 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37146 members 
Mstep: Class 32 contains 35948 members 
Mstep: Class 33 contains 12136 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 2279 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2939 members 
Mstep: Class 39 contains 10210 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 17167 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 435 members 
Mstep: Class 45 contains 4801 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 52314 members 
Mstep: Class 48 contains 36745 members 
Mstep: Class 49 contains 42520 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4211 members 
Mstep: Class 52 contains 12921 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 2006 members 
Mstep: Class 57 contains 35850 members 
Mstep: Class 58 contains 20046 members 
Mstep: Class 59 contains 7783 members 
Mstep: Class 60 contains 2976 members 
Mstep: Class 61 contains 4782 members 
Mstep: Class 62 contains 8491 members 
Mstep: Class 63 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117258592.000000 Penalty: 209964.453125
Iteration 134Q: 64 clusters Score -1.172586e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 28218 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 33986 members 
Mstep: Class 18 contains 11165 members 
Mstep: Class 19 contains 17184 members 
Mstep: Class 20 contains 14221 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 4204 members 
Mstep: Class 23 contains 13580 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76233 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 37172 members 
Mstep: Class 32 contains 35927 members 
Mstep: Class 33 contains 12128 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 2283 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2940 members 
Mstep: Class 39 contains 10210 members 
Mstep: Class 40 contains 5054 members 
Mstep: Class 41 contains 17162 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4804 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 52003 members 
Mstep: Class 48 contains 36718 members 
Mstep: Class 49 contains 42450 members 
Mstep: Class 50 contains 11257 members 
Mstep: Class 51 contains 4219 members 
Mstep: Class 52 contains 12917 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 2009 members 
Mstep: Class 57 contains 35850 members 
Mstep: Class 58 contains 20249 members 
Mstep: Class 59 contains 7811 members 
Mstep: Class 60 contains 2970 members 
Mstep: Class 61 contains 4797 members 
Mstep: Class 62 contains 8493 members 
Mstep: Class 63 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259008.000000 Penalty: 209964.453125
Iteration 135Q: 64 clusters Score -1.17259e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8266 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 28221 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 33050 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12236 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 13569 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 271 members 
Mstep: Class 29 contains 76225 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37176 members 
Mstep: Class 32 contains 35879 members 
Mstep: Class 33 contains 12132 members 
Mstep: Class 34 contains 1174 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 2289 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2940 members 
Mstep: Class 39 contains 10212 members 
Mstep: Class 40 contains 5067 members 
Mstep: Class 41 contains 17161 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4809 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 51684 members 
Mstep: Class 48 contains 36693 members 
Mstep: Class 49 contains 42415 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4228 members 
Mstep: Class 52 contains 12915 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 2009 members 
Mstep: Class 57 contains 35878 members 
Mstep: Class 58 contains 20442 members 
Mstep: Class 59 contains 7846 members 
Mstep: Class 60 contains 2973 members 
Mstep: Class 61 contains 4805 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117258936.000000 Penalty: 209964.453125
Iteration 136Q: 64 clusters Score -1.172589e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8296 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28225 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4482 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6897 members 
Mstep: Class 16 contains 33058 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 17543 members 
Mstep: Class 20 contains 14224 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 4216 members 
Mstep: Class 23 contains 13566 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76229 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37192 members 
Mstep: Class 32 contains 35827 members 
Mstep: Class 33 contains 12117 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 2299 members 
Mstep: Class 37 contains 1613 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 10211 members 
Mstep: Class 40 contains 5092 members 
Mstep: Class 41 contains 17155 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4811 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 51342 members 
Mstep: Class 48 contains 36643 members 
Mstep: Class 49 contains 42375 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4228 members 
Mstep: Class 52 contains 12913 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2012 members 
Mstep: Class 57 contains 35906 members 
Mstep: Class 58 contains 20667 members 
Mstep: Class 59 contains 7868 members 
Mstep: Class 60 contains 2973 members 
Mstep: Class 61 contains 4816 members 
Mstep: Class 62 contains 8496 members 
Mstep: Class 63 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259128.000000 Penalty: 209964.453125
Iteration 137Q: 64 clusters Score -1.172591e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 28229 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4478 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 33062 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 11045 members 
Mstep: Class 19 contains 17739 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 13561 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76239 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37221 members 
Mstep: Class 32 contains 35802 members 
Mstep: Class 33 contains 12106 members 
Mstep: Class 34 contains 1113 members 
Mstep: Class 35 contains 1759 members 
Mstep: Class 36 contains 2313 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 2937 members 
Mstep: Class 39 contains 10209 members 
Mstep: Class 40 contains 5103 members 
Mstep: Class 41 contains 17154 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4816 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 50995 members 
Mstep: Class 48 contains 36597 members 
Mstep: Class 49 contains 42321 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4235 members 
Mstep: Class 52 contains 12909 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35941 members 
Mstep: Class 58 contains 20880 members 
Mstep: Class 59 contains 7897 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 4818 members 
Mstep: Class 62 contains 8495 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259584.000000 Penalty: 209964.453125
Iteration 138Q: 64 clusters Score -1.172596e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 28234 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 33072 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 17959 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2283 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76259 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37248 members 
Mstep: Class 32 contains 35771 members 
Mstep: Class 33 contains 12094 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 5115 members 
Mstep: Class 41 contains 17153 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4819 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 50624 members 
Mstep: Class 48 contains 36573 members 
Mstep: Class 49 contains 42287 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4238 members 
Mstep: Class 52 contains 12908 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35961 members 
Mstep: Class 58 contains 21073 members 
Mstep: Class 59 contains 7913 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 4838 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259352.000000 Penalty: 209964.453125
Iteration 139Q: 64 clusters Score -1.172594e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3394 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 8343 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 28238 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 33091 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 18210 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 4223 members 
Mstep: Class 23 contains 13558 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76252 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 37273 members 
Mstep: Class 32 contains 35740 members 
Mstep: Class 33 contains 12090 members 
Mstep: Class 34 contains 1063 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 2338 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10219 members 
Mstep: Class 40 contains 5123 members 
Mstep: Class 41 contains 17152 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4822 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 50224 members 
Mstep: Class 48 contains 36544 members 
Mstep: Class 49 contains 42242 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4242 members 
Mstep: Class 52 contains 12907 members 
Mstep: Class 53 contains 333 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35989 members 
Mstep: Class 58 contains 21268 members 
Mstep: Class 59 contains 7927 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259688.000000 Penalty: 209964.453125
Iteration 140F: 64 clusters Score -1.172597e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 28243 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 16 contains 33097 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 19 contains 18484 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 4224 members 
Mstep: Class 23 contains 13560 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76255 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 37330 members 
Mstep: Class 32 contains 35728 members 
Mstep: Class 33 contains 12079 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 2353 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10218 members 
Mstep: Class 40 contains 5125 members 
Mstep: Class 41 contains 17149 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4826 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 49805 members 
Mstep: Class 48 contains 36464 members 
Mstep: Class 49 contains 42147 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4252 members 
Mstep: Class 52 contains 12904 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 36021 members 
Mstep: Class 58 contains 21488 members 
Mstep: Class 59 contains 7934 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4856 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260264.000000 Penalty: 209964.453125
Iteration 141Q: 64 clusters Score -1.172603e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5306 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 7 contains 8375 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 28249 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 33098 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10852 members 
Mstep: Class 19 contains 18764 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12253 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76251 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37402 members 
Mstep: Class 32 contains 35698 members 
Mstep: Class 33 contains 12079 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 1710 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 5123 members 
Mstep: Class 41 contains 17147 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4829 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 49330 members 
Mstep: Class 48 contains 36451 members 
Mstep: Class 49 contains 42100 members 
Mstep: Class 50 contains 11256 members 
Mstep: Class 51 contains 4258 members 
Mstep: Class 52 contains 12904 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35976 members 
Mstep: Class 58 contains 21754 members 
Mstep: Class 59 contains 7931 members 
Mstep: Class 60 contains 2976 members 
Mstep: Class 61 contains 4869 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260264.000000 Penalty: 209964.453125
Iteration 142Q: 64 clusters Score -1.172603e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 8391 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 28253 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4467 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 33104 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 19055 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12251 members 
Mstep: Class 22 contains 4218 members 
Mstep: Class 23 contains 13539 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76241 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 37475 members 
Mstep: Class 32 contains 35678 members 
Mstep: Class 33 contains 12085 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 1702 members 
Mstep: Class 36 contains 2385 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10214 members 
Mstep: Class 40 contains 5130 members 
Mstep: Class 41 contains 17142 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4832 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 48806 members 
Mstep: Class 48 contains 36442 members 
Mstep: Class 49 contains 42052 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4267 members 
Mstep: Class 52 contains 12903 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35926 members 
Mstep: Class 58 contains 22025 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4881 members 
Mstep: Class 62 contains 8495 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260448.000000 Penalty: 209964.453125
Iteration 143Q: 64 clusters Score -1.172604e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 28256 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 33116 members 
Mstep: Class 17 contains 33982 members 
Mstep: Class 18 contains 10790 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 4214 members 
Mstep: Class 23 contains 13544 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76224 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37546 members 
Mstep: Class 32 contains 35655 members 
Mstep: Class 33 contains 12069 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1693 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2934 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 5134 members 
Mstep: Class 41 contains 17139 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 48249 members 
Mstep: Class 48 contains 36429 members 
Mstep: Class 49 contains 41990 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4275 members 
Mstep: Class 52 contains 12902 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35886 members 
Mstep: Class 58 contains 22366 members 
Mstep: Class 59 contains 7932 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4892 members 
Mstep: Class 62 contains 8496 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260816.000000 Penalty: 209964.453125
Iteration 144Q: 64 clusters Score -1.172608e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28259 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 33124 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10752 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 4211 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76212 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35650 members 
Mstep: Class 33 contains 12059 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1688 members 
Mstep: Class 36 contains 2405 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2934 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 5132 members 
Mstep: Class 41 contains 17134 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4840 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 47656 members 
Mstep: Class 48 contains 36436 members 
Mstep: Class 49 contains 41922 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4280 members 
Mstep: Class 52 contains 12902 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35812 members 
Mstep: Class 58 contains 22733 members 
Mstep: Class 59 contains 7931 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4897 members 
Mstep: Class 62 contains 8496 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260800.000000 Penalty: 209964.453125
Iteration 145Q: 64 clusters Score -1.172608e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4473 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 33149 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10711 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 13531 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76212 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37631 members 
Mstep: Class 32 contains 35628 members 
Mstep: Class 33 contains 12055 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1683 members 
Mstep: Class 36 contains 2413 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2934 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 5130 members 
Mstep: Class 41 contains 17132 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4844 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 47030 members 
Mstep: Class 48 contains 36469 members 
Mstep: Class 49 contains 41842 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4284 members 
Mstep: Class 52 contains 12901 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35793 members 
Mstep: Class 58 contains 23157 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4905 members 
Mstep: Class 62 contains 8496 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117261096.000000 Penalty: 209964.453125
Iteration 146Q: 64 clusters Score -1.172611e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8500 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 33176 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 20178 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 4200 members 
Mstep: Class 23 contains 13521 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76226 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37617 members 
Mstep: Class 32 contains 35621 members 
Mstep: Class 33 contains 12028 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1676 members 
Mstep: Class 36 contains 2420 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2935 members 
Mstep: Class 39 contains 10216 members 
Mstep: Class 40 contains 5131 members 
Mstep: Class 41 contains 17131 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4848 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 46415 members 
Mstep: Class 48 contains 36493 members 
Mstep: Class 49 contains 41767 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4287 members 
Mstep: Class 52 contains 12900 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3564 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35784 members 
Mstep: Class 58 contains 23596 members 
Mstep: Class 59 contains 7928 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4914 members 
Mstep: Class 62 contains 8496 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117261128.000000 Penalty: 209964.453125
Iteration 147Q: 64 clusters Score -1.172611e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28267 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10602 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 4197 members 
Mstep: Class 23 contains 13523 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76223 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37606 members 
Mstep: Class 32 contains 35616 members 
Mstep: Class 33 contains 12024 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1674 members 
Mstep: Class 36 contains 2423 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10219 members 
Mstep: Class 40 contains 5130 members 
Mstep: Class 41 contains 17129 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4851 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 45741 members 
Mstep: Class 48 contains 36500 members 
Mstep: Class 49 contains 41688 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4295 members 
Mstep: Class 52 contains 12899 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3565 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35799 members 
Mstep: Class 58 contains 24045 members 
Mstep: Class 59 contains 7928 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4920 members 
Mstep: Class 62 contains 8495 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117261640.000000 Penalty: 209964.453125
Iteration 148Q: 64 clusters Score -1.172616e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8540 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 33222 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10556 members 
Mstep: Class 19 contains 20768 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 4196 members 
Mstep: Class 23 contains 13530 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76227 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 37598 members 
Mstep: Class 32 contains 35603 members 
Mstep: Class 33 contains 12031 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1673 members 
Mstep: Class 36 contains 2426 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10218 members 
Mstep: Class 40 contains 5131 members 
Mstep: Class 41 contains 17125 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4852 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 45070 members 
Mstep: Class 48 contains 36514 members 
Mstep: Class 49 contains 41599 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4295 members 
Mstep: Class 52 contains 12895 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3566 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35811 members 
Mstep: Class 58 contains 24507 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4924 members 
Mstep: Class 62 contains 8495 members 
Mstep: Class 63 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262272.000000 Penalty: 209964.453125
Iteration 149Q: 64 clusters Score -1.172623e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4480 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 33236 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 21001 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 4193 members 
Mstep: Class 23 contains 13533 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76236 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 37612 members 
Mstep: Class 32 contains 35617 members 
Mstep: Class 33 contains 12059 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 2428 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10219 members 
Mstep: Class 40 contains 5131 members 
Mstep: Class 41 contains 17122 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4854 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 44384 members 
Mstep: Class 48 contains 36533 members 
Mstep: Class 49 contains 41499 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4298 members 
Mstep: Class 52 contains 12893 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3567 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35792 members 
Mstep: Class 58 contains 25005 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4927 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262688.000000 Penalty: 209964.453125
Iteration 150Q: 64 clusters Score -1.172627e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 33243 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 10467 members 
Mstep: Class 19 contains 21189 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 13537 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76241 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37610 members 
Mstep: Class 32 contains 35598 members 
Mstep: Class 33 contains 12088 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1672 members 
Mstep: Class 36 contains 2429 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2937 members 
Mstep: Class 39 contains 10219 members 
Mstep: Class 40 contains 5130 members 
Mstep: Class 41 contains 17118 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4855 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 43714 members 
Mstep: Class 48 contains 36525 members 
Mstep: Class 49 contains 41403 members 
Mstep: Class 50 contains 11254 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12894 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3567 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35831 members 
Mstep: Class 58 contains 25533 members 
Mstep: Class 59 contains 7928 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4928 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262896.000000 Penalty: 209964.453125
Iteration 151Q: 64 clusters Score -1.172629e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 3558 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 33266 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 21364 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 4180 members 
Mstep: Class 23 contains 13537 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76232 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37624 members 
Mstep: Class 32 contains 35587 members 
Mstep: Class 33 contains 12131 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1671 members 
Mstep: Class 36 contains 2430 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 10224 members 
Mstep: Class 40 contains 5130 members 
Mstep: Class 41 contains 17114 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4856 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 43004 members 
Mstep: Class 48 contains 36534 members 
Mstep: Class 49 contains 41319 members 
Mstep: Class 50 contains 11253 members 
Mstep: Class 51 contains 4302 members 
Mstep: Class 52 contains 12892 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3568 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35822 members 
Mstep: Class 58 contains 26099 members 
Mstep: Class 59 contains 7926 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4938 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263512.000000 Penalty: 209964.453125
Iteration 152Q: 64 clusters Score -1.172635e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 8 contains 3560 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4484 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 33286 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 21530 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12249 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 13548 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76239 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37617 members 
Mstep: Class 32 contains 35558 members 
Mstep: Class 33 contains 12184 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1668 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2939 members 
Mstep: Class 39 contains 10225 members 
Mstep: Class 40 contains 5131 members 
Mstep: Class 41 contains 17109 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4858 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 42259 members 
Mstep: Class 48 contains 36538 members 
Mstep: Class 49 contains 41242 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4302 members 
Mstep: Class 52 contains 12892 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3568 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35824 members 
Mstep: Class 58 contains 26708 members 
Mstep: Class 59 contains 7925 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4949 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263768.000000 Penalty: 209964.453125
Iteration 153Q: 64 clusters Score -1.172638e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 28295 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6621 members 
Mstep: Class 16 contains 33302 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 21670 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 13545 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76253 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37592 members 
Mstep: Class 32 contains 35522 members 
Mstep: Class 33 contains 12224 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1662 members 
Mstep: Class 36 contains 2438 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2940 members 
Mstep: Class 39 contains 10228 members 
Mstep: Class 40 contains 5134 members 
Mstep: Class 41 contains 17104 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 436 members 
Mstep: Class 45 contains 4859 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 41608 members 
Mstep: Class 48 contains 36525 members 
Mstep: Class 49 contains 41146 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4301 members 
Mstep: Class 52 contains 12893 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35855 members 
Mstep: Class 58 contains 27310 members 
Mstep: Class 59 contains 7925 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4955 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264648.000000 Penalty: 209964.453125
Iteration 154Q: 64 clusters Score -1.172646e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 8915 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 28297 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 4478 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 33309 members 
Mstep: Class 17 contains 33986 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 21787 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76272 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37607 members 
Mstep: Class 32 contains 35500 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1655 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2941 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5136 members 
Mstep: Class 41 contains 17099 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4863 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 41009 members 
Mstep: Class 48 contains 36517 members 
Mstep: Class 49 contains 41057 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4299 members 
Mstep: Class 52 contains 12891 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3570 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35837 members 
Mstep: Class 58 contains 27880 members 
Mstep: Class 59 contains 7925 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264856.000000 Penalty: 209964.453125
Iteration 155Q: 64 clusters Score -1.172649e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 28297 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 33318 members 
Mstep: Class 17 contains 33986 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 13533 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76295 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37577 members 
Mstep: Class 32 contains 35486 members 
Mstep: Class 33 contains 12253 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1647 members 
Mstep: Class 36 contains 2451 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2943 members 
Mstep: Class 39 contains 10229 members 
Mstep: Class 40 contains 5138 members 
Mstep: Class 41 contains 17099 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4870 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 40413 members 
Mstep: Class 48 contains 36481 members 
Mstep: Class 49 contains 40974 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4299 members 
Mstep: Class 52 contains 12889 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2014 members 
Mstep: Class 57 contains 35878 members 
Mstep: Class 58 contains 28500 members 
Mstep: Class 59 contains 7927 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4975 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264960.000000 Penalty: 209964.453125
Iteration 156Q: 64 clusters Score -1.17265e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 3566 members 
Mstep: Class 9 contains 28297 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 33324 members 
Mstep: Class 17 contains 33986 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 21981 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 13526 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76303 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37586 members 
Mstep: Class 32 contains 35481 members 
Mstep: Class 33 contains 12275 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2942 members 
Mstep: Class 39 contains 10227 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17099 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4872 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 39825 members 
Mstep: Class 48 contains 36423 members 
Mstep: Class 49 contains 40884 members 
Mstep: Class 50 contains 11253 members 
Mstep: Class 51 contains 4298 members 
Mstep: Class 52 contains 12889 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35917 members 
Mstep: Class 58 contains 29095 members 
Mstep: Class 59 contains 7930 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4978 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117265440.000000 Penalty: 209964.453125
Iteration 157Q: 64 clusters Score -1.172654e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9125 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 33338 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 22041 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 4177 members 
Mstep: Class 23 contains 13522 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76312 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37609 members 
Mstep: Class 32 contains 35457 members 
Mstep: Class 33 contains 12304 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1632 members 
Mstep: Class 36 contains 2469 members 
Mstep: Class 37 contains 1616 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 10229 members 
Mstep: Class 40 contains 5140 members 
Mstep: Class 41 contains 17097 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4873 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 39297 members 
Mstep: Class 48 contains 36355 members 
Mstep: Class 49 contains 40826 members 
Mstep: Class 50 contains 11253 members 
Mstep: Class 51 contains 4298 members 
Mstep: Class 52 contains 12889 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2015 members 
Mstep: Class 57 contains 35950 members 
Mstep: Class 58 contains 29635 members 
Mstep: Class 59 contains 7930 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4982 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117266120.000000 Penalty: 209964.453125
Iteration 158Q: 64 clusters Score -1.172661e+08 nChanged 1445
Entering ConstructFrom: 
Score: -117266120.000000 Penalty: 209964.453125
Entering ConstructFrom: 
Trying to split cluster 1 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -769129.875000 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -769129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -764810.500000 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -764810.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -766206.125000 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -766206.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -766853.937500 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -766853.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -767304.750000 Penalty: 4191.192383
	Iteration 3F: 3 clusters Score -767304.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -767605.500000 Penalty: 4191.192383
	Iteration 4F: 3 clusters Score -767605.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -767835.187500 Penalty: 4191.192383
	Iteration 5F: 3 clusters Score -767835.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -768015.062500 Penalty: 4191.192383
	Iteration 6Q: 3 clusters Score -768015.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -768173.000000 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -768173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -768318.687500 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -768318.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -768425.312500 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -768425.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -768516.937500 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -768516.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -768574.062500 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -768574.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -768607.125000 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -768607.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -768627.500000 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -768627.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -768644.375000 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -768644.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -768654.937500 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -768654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -768667.437500 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -768667.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -768675.625000 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -768675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -768680.187500 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -768680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -768687.875000 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -768687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -768692.875000 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -768692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -768695.062500 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -768695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -768698.812500 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -768698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -768700.187500 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -768700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -768703.375000 Penalty: 4191.192383
	Iteration 24Q: 3 clusters Score -768703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -768706.187500 Penalty: 4191.192383
	Iteration 25Q: 3 clusters Score -768706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -768706.812500 Penalty: 4191.192383
	Iteration 26Q: 3 clusters Score -768706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -768708.875000 Penalty: 4191.192383
	Iteration 27Q: 3 clusters Score -768708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -768707.750000 Penalty: 4191.192383
	Iteration 28Q: 3 clusters Score -768707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -768709.625000 Penalty: 4191.192383
	Iteration 29Q: 3 clusters Score -768709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -768712.375000 Penalty: 4191.192383
	Iteration 30Q: 3 clusters Score -768712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -768713.875000 Penalty: 4191.192383
	Iteration 31Q: 3 clusters Score -768713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -768713.062500 Penalty: 4191.192383
	Iteration 32Q: 3 clusters Score -768713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -768713.062500 Penalty: 4191.192383
	Iteration 33Q: 3 clusters Score -768713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -768715.562500 Penalty: 4191.192383
	Iteration 34Q: 3 clusters Score -768715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -768716.875000 Penalty: 4191.192383
	Iteration 35Q: 3 clusters Score -768716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -768719.562500 Penalty: 4191.192383
	Iteration 36Q: 3 clusters Score -768719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -768720.375000 Penalty: 4191.192383
	Iteration 37Q: 3 clusters Score -768720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -768723.625000 Penalty: 4191.192383
	Iteration 38Q: 3 clusters Score -768723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -768722.375000 Penalty: 4191.192383
	Iteration 39Q: 3 clusters Score -768722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -768723.250000 Penalty: 4191.192383
	Iteration 40F: 3 clusters Score -768723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -768723.875000 Penalty: 4191.192383
	Iteration 41Q: 3 clusters Score -768723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -768724.062500 Penalty: 4191.192383
	Iteration 42Q: 3 clusters Score -768724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -768723.750000 Penalty: 4191.192383
	Iteration 43Q: 3 clusters Score -768723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -768723.750000 Penalty: 4191.192383
	Iteration 44Q: 3 clusters Score -768723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -768724.937500 Penalty: 4191.192383
	Iteration 45Q: 3 clusters Score -768724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -768725.750000 Penalty: 4191.192383
	Iteration 46Q: 3 clusters Score -768725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -768726.937500 Penalty: 4191.192383
	Iteration 47Q: 3 clusters Score -768726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -768726.937500 Penalty: 4191.192383
	Iteration 48F: 3 clusters Score -768726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -582198.812500 Penalty: 2017.275269
	Iteration 0F: 2 clusters Score -582198.8 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 1733 members 
Entering Unmasked Estep 
Score: -578678.250000 Penalty: 4034.550537
	Iteration 0F: 3 clusters Score -578678.2 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -579459.875000 Penalty: 4034.550537
	Iteration 1F: 3 clusters Score -579459.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -579643.375000 Penalty: 4034.550537
	Iteration 2F: 3 clusters Score -579643.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -579753.437500 Penalty: 4034.550537
	Iteration 3Q: 3 clusters Score -579753.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -579814.500000 Penalty: 4034.550537
	Iteration 4Q: 3 clusters Score -579814.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -579863.500000 Penalty: 4034.550537
	Iteration 5Q: 3 clusters Score -579863.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -579911.937500 Penalty: 4034.550537
	Iteration 6Q: 3 clusters Score -579911.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -579944.875000 Penalty: 4034.550537
	Iteration 7Q: 3 clusters Score -579944.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -579966.500000 Penalty: 4034.550537
	Iteration 8Q: 3 clusters Score -579966.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -579980.500000 Penalty: 4034.550537
	Iteration 9Q: 3 clusters Score -579980.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -579989.562500 Penalty: 4034.550537
	Iteration 10Q: 3 clusters Score -579989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -579997.500000 Penalty: 4034.550537
	Iteration 11Q: 3 clusters Score -579997.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -580004.125000 Penalty: 4034.550537
	Iteration 12Q: 3 clusters Score -580004.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -580012.500000 Penalty: 4034.550537
	Iteration 13Q: 3 clusters Score -580012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -580021.562500 Penalty: 4034.550537
	Iteration 14Q: 3 clusters Score -580021.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -580030.812500 Penalty: 4034.550537
	Iteration 15Q: 3 clusters Score -580030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -580041.312500 Penalty: 4034.550537
	Iteration 16Q: 3 clusters Score -580041.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -580052.625000 Penalty: 4034.550537
	Iteration 17Q: 3 clusters Score -580052.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -580058.000000 Penalty: 4034.550537
	Iteration 18Q: 3 clusters Score -580058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -580061.750000 Penalty: 4034.550537
	Iteration 19Q: 3 clusters Score -580061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -580068.562500 Penalty: 4034.550537
	Iteration 20F: 3 clusters Score -580068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -580075.750000 Penalty: 4034.550537
	Iteration 21Q: 3 clusters Score -580075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -580078.500000 Penalty: 4034.550537
	Iteration 22Q: 3 clusters Score -580078.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -580084.187500 Penalty: 4034.550537
	Iteration 23Q: 3 clusters Score -580084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -580087.750000 Penalty: 4034.550537
	Iteration 24Q: 3 clusters Score -580087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -580090.562500 Penalty: 4034.550537
	Iteration 25Q: 3 clusters Score -580090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -580094.625000 Penalty: 4034.550537
	Iteration 26Q: 3 clusters Score -580094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -580096.625000 Penalty: 4034.550537
	Iteration 27Q: 3 clusters Score -580096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580098.562500 Penalty: 4034.550537
	Iteration 28Q: 3 clusters Score -580098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -580101.625000 Penalty: 4034.550537
	Iteration 29Q: 3 clusters Score -580101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580102.250000 Penalty: 4034.550537
	Iteration 30Q: 3 clusters Score -580102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -580105.062500 Penalty: 4034.550537
	Iteration 31Q: 3 clusters Score -580105.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -580107.875000 Penalty: 4034.550537
	Iteration 32Q: 3 clusters Score -580107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580111.250000 Penalty: 4034.550537
	Iteration 33Q: 3 clusters Score -580111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -580114.937500 Penalty: 4034.550537
	Iteration 34Q: 3 clusters Score -580114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -580118.312500 Penalty: 4034.550537
	Iteration 35Q: 3 clusters Score -580118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -580122.625000 Penalty: 4034.550537
	Iteration 36Q: 3 clusters Score -580122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -580125.000000 Penalty: 4034.550537
	Iteration 37Q: 3 clusters Score -580125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -580128.375000 Penalty: 4034.550537
	Iteration 38Q: 3 clusters Score -580128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -580130.250000 Penalty: 4034.550537
	Iteration 39Q: 3 clusters Score -580130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -580130.437500 Penalty: 4034.550537
	Iteration 40F: 3 clusters Score -580130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -580133.687500 Penalty: 4034.550537
	Iteration 41Q: 3 clusters Score -580133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -580135.000000 Penalty: 4034.550537
	Iteration 42Q: 3 clusters Score -580135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -580137.625000 Penalty: 4034.550537
	Iteration 43Q: 3 clusters Score -580137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -580140.312500 Penalty: 4034.550537
	Iteration 44Q: 3 clusters Score -580140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -580140.437500 Penalty: 4034.550537
	Iteration 45Q: 3 clusters Score -580140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -580140.625000 Penalty: 4034.550537
	Iteration 46Q: 3 clusters Score -580140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -580140.250000 Penalty: 4034.550537
	Iteration 47Q: 3 clusters Score -580140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -580140.250000 Penalty: 4034.550537
	Iteration 48F: 3 clusters Score -580140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -336971.218750 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -336971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -334286.562500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -334286.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -334898.562500 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -334898.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -335261.812500 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -335261.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -335574.906250 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -335574.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -335789.218750 Penalty: 3794.483887
	Iteration 4F: 3 clusters Score -335789.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -335904.937500 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -335904.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -335991.656250 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -335991.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -336051.343750 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -336051.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -336099.375000 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -336099.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -336129.187500 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -336129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -336148.156250 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -336148.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -336157.968750 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -336158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -336164.375000 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -336164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -336170.562500 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -336170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -336177.968750 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -336178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -336183.843750 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -336183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336189.843750 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -336189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336192.343750 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -336192.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -336193.500000 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -336193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -336193.500000 Penalty: 3794.483887
	Iteration 19F: 3 clusters Score -336193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -179790.671875 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -179790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -177788.562500 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -177788.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -178163.406250 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -178163.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -178299.265625 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -178299.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178394.937500 Penalty: 3498.149658
	Iteration 3Q: 3 clusters Score -178394.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178481.093750 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -178481.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178537.546875 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -178537.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -178582.500000 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -178582.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178622.343750 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -178622.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -178648.187500 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -178648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178665.687500 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -178665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178681.953125 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -178682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178701.812500 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -178701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -178710.593750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -178710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178725.171875 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -178725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -178731.781250 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -178731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178734.375000 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -178734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178735.609375 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -178735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178736.250000 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -178736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178739.562500 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -178739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -178742.156250 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -178742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -178742.015625 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -178742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -944248.812500 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -944248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -939535.437500 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -939535.4 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -940705.562500 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -940705.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -940909.875000 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -940909.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -941041.875000 Penalty: 4254.083984
	Iteration 3Q: 3 clusters Score -941041.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -941128.312500 Penalty: 4254.083984
	Iteration 4Q: 3 clusters Score -941128.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -941178.312500 Penalty: 4254.083984
	Iteration 5Q: 3 clusters Score -941178.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -941221.187500 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -941221.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -941257.187500 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -941257.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -941288.125000 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -941288.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -941308.062500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -941308.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -941319.187500 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -941319.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -941338.812500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -941338.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -941359.625000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -941359.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -941379.187500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -941379.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -941394.875000 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -941394.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -941416.125000 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -941416.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -941435.187500 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -941435.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -941450.187500 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -941450.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -941460.437500 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -941460.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -941470.937500 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -941470.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -941476.562500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -941476.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -941483.437500 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -941483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -941486.875000 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -941486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -941490.125000 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -941490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -941493.125000 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -941493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -941493.812500 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -941493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -941500.250000 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -941500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -941500.125000 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -941500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -941502.562500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -941502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -941504.375000 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -941504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -941506.062500 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -941506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -941510.125000 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -941510.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -941514.312500 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -941514.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -941517.375000 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -941517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -941522.250000 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -941522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -941523.687500 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -941523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -941529.250000 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -941529.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -941532.000000 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -941532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -941534.750000 Penalty: 4254.083984
	Iteration 38Q: 3 clusters Score -941534.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -941543.187500 Penalty: 4254.083984
	Iteration 39Q: 3 clusters Score -941543.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -941549.437500 Penalty: 4254.083984
	Iteration 40F: 3 clusters Score -941549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -941556.187500 Penalty: 4254.083984
	Iteration 41Q: 3 clusters Score -941556.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -941567.375000 Penalty: 4254.083984
	Iteration 42Q: 3 clusters Score -941567.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -941580.062500 Penalty: 4254.083984
	Iteration 43Q: 3 clusters Score -941580.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -941590.750000 Penalty: 4254.083984
	Iteration 44Q: 3 clusters Score -941590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -941605.125000 Penalty: 4254.083984
	Iteration 45Q: 3 clusters Score -941605.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -941621.875000 Penalty: 4254.083984
	Iteration 46Q: 3 clusters Score -941621.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -941632.000000 Penalty: 4254.083984
	Iteration 47Q: 3 clusters Score -941632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -941647.437500 Penalty: 4254.083984
	Iteration 48Q: 3 clusters Score -941647.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -941662.000000 Penalty: 4254.083984
	Iteration 49Q: 3 clusters Score -941662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -941678.750000 Penalty: 4254.083984
	Iteration 50Q: 3 clusters Score -941678.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -941702.250000 Penalty: 4254.083984
	Iteration 51Q: 3 clusters Score -941702.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -941728.562500 Penalty: 4254.083984
	Iteration 52Q: 3 clusters Score -941728.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -941749.875000 Penalty: 4254.083984
	Iteration 53Q: 3 clusters Score -941749.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -941776.187500 Penalty: 4254.083984
	Iteration 54Q: 3 clusters Score -941776.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -941807.437500 Penalty: 4254.083984
	Iteration 55Q: 3 clusters Score -941807.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -941839.562500 Penalty: 4254.083984
	Iteration 56Q: 3 clusters Score -941839.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -941866.625000 Penalty: 4254.083984
	Iteration 57Q: 3 clusters Score -941866.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -941894.562500 Penalty: 4254.083984
	Iteration 58Q: 3 clusters Score -941894.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -941917.750000 Penalty: 4254.083984
	Iteration 59Q: 3 clusters Score -941917.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -941954.187500 Penalty: 4254.083984
	Iteration 60F: 3 clusters Score -941954.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -941986.125000 Penalty: 4254.083984
	Iteration 61Q: 3 clusters Score -941986.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -942010.812500 Penalty: 4254.083984
	Iteration 62Q: 3 clusters Score -942010.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -942039.375000 Penalty: 4254.083984
	Iteration 63Q: 3 clusters Score -942039.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -942062.125000 Penalty: 4254.083984
	Iteration 64Q: 3 clusters Score -942062.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -942086.125000 Penalty: 4254.083984
	Iteration 65Q: 3 clusters Score -942086.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -942115.875000 Penalty: 4254.083984
	Iteration 66Q: 3 clusters Score -942115.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -942139.875000 Penalty: 4254.083984
	Iteration 67Q: 3 clusters Score -942139.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -942156.625000 Penalty: 4254.083984
	Iteration 68Q: 3 clusters Score -942156.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -942165.437500 Penalty: 4254.083984
	Iteration 69Q: 3 clusters Score -942165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -942171.437500 Penalty: 4254.083984
	Iteration 70Q: 3 clusters Score -942171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -942177.625000 Penalty: 4254.083984
	Iteration 71Q: 3 clusters Score -942177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -942181.125000 Penalty: 4254.083984
	Iteration 72Q: 3 clusters Score -942181.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -942187.437500 Penalty: 4254.083984
	Iteration 73Q: 3 clusters Score -942187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -942193.437500 Penalty: 4254.083984
	Iteration 74Q: 3 clusters Score -942193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -942198.250000 Penalty: 4254.083984
	Iteration 75Q: 3 clusters Score -942198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -942201.750000 Penalty: 4254.083984
	Iteration 76Q: 3 clusters Score -942201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -942208.687500 Penalty: 4254.083984
	Iteration 77Q: 3 clusters Score -942208.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -942219.937500 Penalty: 4254.083984
	Iteration 78Q: 3 clusters Score -942219.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -942226.625000 Penalty: 4254.083984
	Iteration 79Q: 3 clusters Score -942226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -942234.062500 Penalty: 4254.083984
	Iteration 80F: 3 clusters Score -942234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -942238.062500 Penalty: 4254.083984
	Iteration 81Q: 3 clusters Score -942238.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -942243.000000 Penalty: 4254.083984
	Iteration 82Q: 3 clusters Score -942243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -942249.875000 Penalty: 4254.083984
	Iteration 83Q: 3 clusters Score -942249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -942252.062500 Penalty: 4254.083984
	Iteration 84Q: 3 clusters Score -942252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -942255.812500 Penalty: 4254.083984
	Iteration 85Q: 3 clusters Score -942255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -942258.812500 Penalty: 4254.083984
	Iteration 86Q: 3 clusters Score -942258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -942262.937500 Penalty: 4254.083984
	Iteration 87Q: 3 clusters Score -942262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -942264.750000 Penalty: 4254.083984
	Iteration 88Q: 3 clusters Score -942264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -942268.375000 Penalty: 4254.083984
	Iteration 89Q: 3 clusters Score -942268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -942267.625000 Penalty: 4254.083984
	Iteration 90Q: 3 clusters Score -942267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -942268.000000 Penalty: 4254.083984
	Iteration 91Q: 3 clusters Score -942268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -942268.000000 Penalty: 4254.083984
	Iteration 92F: 3 clusters Score -942268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -583282.812500 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -583282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -579616.875000 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -579616.9 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -580724.250000 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -580724.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -581194.437500 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -581194.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -581591.812500 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -581591.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -581916.625000 Penalty: 4069.110352
	Iteration 4F: 3 clusters Score -581916.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -582150.812500 Penalty: 4069.110352
	Iteration 5F: 3 clusters Score -582150.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -582287.812500 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -582287.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -582376.812500 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -582376.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -582435.187500 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -582435.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -582490.312500 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -582490.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -582535.312500 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -582535.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -582566.187500 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -582566.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -582585.312500 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -582585.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -582603.812500 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -582603.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -582614.250000 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -582614.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -582621.875000 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -582621.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -582629.250000 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -582629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -582634.750000 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -582634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -582641.062500 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -582641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -582649.875000 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -582649.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -582656.500000 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -582656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -582661.687500 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -582661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -582662.625000 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -582662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -582666.687500 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -582666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -582669.500000 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -582669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -582672.625000 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -582672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -582675.750000 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -582675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -582680.687500 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -582680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -582689.125000 Penalty: 4069.110352
	Iteration 28Q: 3 clusters Score -582689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -582697.187500 Penalty: 4069.110352
	Iteration 29Q: 3 clusters Score -582697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -582701.312500 Penalty: 4069.110352
	Iteration 30Q: 3 clusters Score -582701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -582706.937500 Penalty: 4069.110352
	Iteration 31Q: 3 clusters Score -582706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -582710.812500 Penalty: 4069.110352
	Iteration 32Q: 3 clusters Score -582710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -582712.687500 Penalty: 4069.110352
	Iteration 33Q: 3 clusters Score -582712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -582717.250000 Penalty: 4069.110352
	Iteration 34Q: 3 clusters Score -582717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -582720.250000 Penalty: 4069.110352
	Iteration 35Q: 3 clusters Score -582720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -582723.125000 Penalty: 4069.110352
	Iteration 36Q: 3 clusters Score -582723.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -582726.562500 Penalty: 4069.110352
	Iteration 37Q: 3 clusters Score -582726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -582728.812500 Penalty: 4069.110352
	Iteration 38Q: 3 clusters Score -582728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -582730.000000 Penalty: 4069.110352
	Iteration 39Q: 3 clusters Score -582730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -582733.562500 Penalty: 4069.110352
	Iteration 40F: 3 clusters Score -582733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -582737.312500 Penalty: 4069.110352
	Iteration 41Q: 3 clusters Score -582737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -582741.437500 Penalty: 4069.110352
	Iteration 42Q: 3 clusters Score -582741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -582744.062500 Penalty: 4069.110352
	Iteration 43Q: 3 clusters Score -582744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -582745.000000 Penalty: 4069.110352
	Iteration 44Q: 3 clusters Score -582745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -582745.625000 Penalty: 4069.110352
	Iteration 45Q: 3 clusters Score -582745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -582745.187500 Penalty: 4069.110352
	Iteration 46Q: 3 clusters Score -582745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -582746.250000 Penalty: 4069.110352
	Iteration 47Q: 3 clusters Score -582746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -582747.750000 Penalty: 4069.110352
	Iteration 48Q: 3 clusters Score -582747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -582748.250000 Penalty: 4069.110352
	Iteration 49Q: 3 clusters Score -582748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -582748.250000 Penalty: 4069.110352
	Iteration 50F: 3 clusters Score -582748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -1537030.375000 Penalty: 2263.593750
	Iteration 0F: 2 clusters Score -1537030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1529831.125000 Penalty: 4527.187500
	Iteration 0F: 3 clusters Score -1529831 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1531996.500000 Penalty: 4527.187500
	Iteration 1F: 3 clusters Score -1531996 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1532373.875000 Penalty: 4527.187500
	Iteration 2F: 3 clusters Score -1532374 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1532644.375000 Penalty: 4527.187500
	Iteration 3F: 3 clusters Score -1532644 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1532864.125000 Penalty: 4527.187500
	Iteration 4Q: 3 clusters Score -1532864 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1533021.125000 Penalty: 4527.187500
	Iteration 5Q: 3 clusters Score -1533021 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1533135.000000 Penalty: 4527.187500
	Iteration 6Q: 3 clusters Score -1533135 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1533232.250000 Penalty: 4527.187500
	Iteration 7Q: 3 clusters Score -1533232 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1533312.875000 Penalty: 4527.187500
	Iteration 8Q: 3 clusters Score -1533313 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1533375.000000 Penalty: 4527.187500
	Iteration 9Q: 3 clusters Score -1533375 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1533419.500000 Penalty: 4527.187500
	Iteration 10Q: 3 clusters Score -1533420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1533463.750000 Penalty: 4527.187500
	Iteration 11Q: 3 clusters Score -1533464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1533511.875000 Penalty: 4527.187500
	Iteration 12Q: 3 clusters Score -1533512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1533551.250000 Penalty: 4527.187500
	Iteration 13Q: 3 clusters Score -1533551 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1533591.875000 Penalty: 4527.187500
	Iteration 14Q: 3 clusters Score -1533592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1533641.125000 Penalty: 4527.187500
	Iteration 15Q: 3 clusters Score -1533641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1533678.375000 Penalty: 4527.187500
	Iteration 16Q: 3 clusters Score -1533678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1533709.375000 Penalty: 4527.187500
	Iteration 17Q: 3 clusters Score -1533709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1533736.250000 Penalty: 4527.187500
	Iteration 18Q: 3 clusters Score -1533736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1533770.625000 Penalty: 4527.187500
	Iteration 19Q: 3 clusters Score -1533771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1533801.000000 Penalty: 4527.187500
	Iteration 20F: 3 clusters Score -1533801 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1533840.375000 Penalty: 4527.187500
	Iteration 21Q: 3 clusters Score -1533840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1533896.125000 Penalty: 4527.187500
	Iteration 22Q: 3 clusters Score -1533896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1533943.375000 Penalty: 4527.187500
	Iteration 23Q: 3 clusters Score -1533943 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1533996.750000 Penalty: 4527.187500
	Iteration 24Q: 3 clusters Score -1533997 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1534067.250000 Penalty: 4527.187500
	Iteration 25Q: 3 clusters Score -1534067 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1534133.875000 Penalty: 4527.187500
	Iteration 26Q: 3 clusters Score -1534134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1534198.875000 Penalty: 4527.187500
	Iteration 27Q: 3 clusters Score -1534199 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1534287.875000 Penalty: 4527.187500
	Iteration 28Q: 3 clusters Score -1534288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1534367.375000 Penalty: 4527.187500
	Iteration 29Q: 3 clusters Score -1534367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1534447.125000 Penalty: 4527.187500
	Iteration 30Q: 3 clusters Score -1534447 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1534534.375000 Penalty: 4527.187500
	Iteration 31Q: 3 clusters Score -1534534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1534610.000000 Penalty: 4527.187500
	Iteration 32Q: 3 clusters Score -1534610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1534680.750000 Penalty: 4527.187500
	Iteration 33Q: 3 clusters Score -1534681 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1534740.875000 Penalty: 4527.187500
	Iteration 34Q: 3 clusters Score -1534741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1534779.250000 Penalty: 4527.187500
	Iteration 35Q: 3 clusters Score -1534779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1534811.875000 Penalty: 4527.187500
	Iteration 36Q: 3 clusters Score -1534812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1534846.625000 Penalty: 4527.187500
	Iteration 37Q: 3 clusters Score -1534847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1534878.375000 Penalty: 4527.187500
	Iteration 38Q: 3 clusters Score -1534878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1534907.125000 Penalty: 4527.187500
	Iteration 39Q: 3 clusters Score -1534907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1534935.125000 Penalty: 4527.187500
	Iteration 40F: 3 clusters Score -1534935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1534957.750000 Penalty: 4527.187500
	Iteration 41Q: 3 clusters Score -1534958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1534973.000000 Penalty: 4527.187500
	Iteration 42Q: 3 clusters Score -1534973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1534985.250000 Penalty: 4527.187500
	Iteration 43Q: 3 clusters Score -1534985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1535002.625000 Penalty: 4527.187500
	Iteration 44Q: 3 clusters Score -1535003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1535016.375000 Penalty: 4527.187500
	Iteration 45Q: 3 clusters Score -1535016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1535027.875000 Penalty: 4527.187500
	Iteration 46Q: 3 clusters Score -1535028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1535034.500000 Penalty: 4527.187500
	Iteration 47Q: 3 clusters Score -1535034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1535040.500000 Penalty: 4527.187500
	Iteration 48Q: 3 clusters Score -1535040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1535045.875000 Penalty: 4527.187500
	Iteration 49Q: 3 clusters Score -1535046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1535048.250000 Penalty: 4527.187500
	Iteration 50Q: 3 clusters Score -1535048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1535051.125000 Penalty: 4527.187500
	Iteration 51Q: 3 clusters Score -1535051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1535052.250000 Penalty: 4527.187500
	Iteration 52Q: 3 clusters Score -1535052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1535054.875000 Penalty: 4527.187500
	Iteration 53Q: 3 clusters Score -1535055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1535058.875000 Penalty: 4527.187500
	Iteration 54Q: 3 clusters Score -1535059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1535067.250000 Penalty: 4527.187500
	Iteration 55Q: 3 clusters Score -1535067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1535077.000000 Penalty: 4527.187500
	Iteration 56Q: 3 clusters Score -1535077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1535085.750000 Penalty: 4527.187500
	Iteration 57Q: 3 clusters Score -1535086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1535093.875000 Penalty: 4527.187500
	Iteration 58Q: 3 clusters Score -1535094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1535105.375000 Penalty: 4527.187500
	Iteration 59Q: 3 clusters Score -1535105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1535110.250000 Penalty: 4527.187500
	Iteration 60F: 3 clusters Score -1535110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1535112.500000 Penalty: 4527.187500
	Iteration 61Q: 3 clusters Score -1535112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1535115.125000 Penalty: 4527.187500
	Iteration 62Q: 3 clusters Score -1535115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1535113.875000 Penalty: 4527.187500
	Iteration 63Q: 3 clusters Score -1535114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1535116.625000 Penalty: 4527.187500
	Iteration 64Q: 3 clusters Score -1535117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1535116.625000 Penalty: 4527.187500
	Iteration 65F: 3 clusters Score -1535117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -603323.250000 Penalty: 2028.927856
	Iteration 0F: 2 clusters Score -603323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -599693.437500 Penalty: 4057.855713
	Iteration 0F: 3 clusters Score -599693.4 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -600602.187500 Penalty: 4057.855713
	Iteration 1F: 3 clusters Score -600602.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -600989.875000 Penalty: 4057.855713
	Iteration 2F: 3 clusters Score -600989.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -601410.875000 Penalty: 4057.855713
	Iteration 3F: 3 clusters Score -601410.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -601743.000000 Penalty: 4057.855713
	Iteration 4F: 3 clusters Score -601743 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -602021.875000 Penalty: 4057.855713
	Iteration 5F: 3 clusters Score -602021.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -602215.562500 Penalty: 4057.855713
	Iteration 6F: 3 clusters Score -602215.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -602310.750000 Penalty: 4057.855713
	Iteration 7Q: 3 clusters Score -602310.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -602353.312500 Penalty: 4057.855713
	Iteration 8Q: 3 clusters Score -602353.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -602376.687500 Penalty: 4057.855713
	Iteration 9Q: 3 clusters Score -602376.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -602393.250000 Penalty: 4057.855713
	Iteration 10Q: 3 clusters Score -602393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -602404.625000 Penalty: 4057.855713
	Iteration 11Q: 3 clusters Score -602404.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -602412.875000 Penalty: 4057.855713
	Iteration 12Q: 3 clusters Score -602412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -602422.750000 Penalty: 4057.855713
	Iteration 13Q: 3 clusters Score -602422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -602432.750000 Penalty: 4057.855713
	Iteration 14Q: 3 clusters Score -602432.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -602444.625000 Penalty: 4057.855713
	Iteration 15Q: 3 clusters Score -602444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -602457.187500 Penalty: 4057.855713
	Iteration 16Q: 3 clusters Score -602457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -602466.375000 Penalty: 4057.855713
	Iteration 17Q: 3 clusters Score -602466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -602473.125000 Penalty: 4057.855713
	Iteration 18Q: 3 clusters Score -602473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -602475.437500 Penalty: 4057.855713
	Iteration 19Q: 3 clusters Score -602475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -602476.937500 Penalty: 4057.855713
	Iteration 20F: 3 clusters Score -602476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -602478.937500 Penalty: 4057.855713
	Iteration 21Q: 3 clusters Score -602478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -602479.562500 Penalty: 4057.855713
	Iteration 22Q: 3 clusters Score -602479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -602479.562500 Penalty: 4057.855713
	Iteration 23F: 3 clusters Score -602479.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Entering Unmasked Estep 
Score: -5105367.000000 Penalty: 2542.135498
	Iteration 0F: 2 clusters Score -5105367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5085953.500000 Penalty: 5084.270996
	Iteration 0F: 3 clusters Score -5085954 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5093042.000000 Penalty: 5084.270996
	Iteration 1F: 3 clusters Score -5093042 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5093553.500000 Penalty: 5084.270996
	Iteration 2F: 3 clusters Score -5093554 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5094012.000000 Penalty: 5084.270996
	Iteration 3Q: 3 clusters Score -5094012 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5094471.500000 Penalty: 5084.270996
	Iteration 4Q: 3 clusters Score -5094472 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -5095027.000000 Penalty: 5084.270996
	Iteration 5Q: 3 clusters Score -5095027 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -5095719.000000 Penalty: 5084.270996
	Iteration 6Q: 3 clusters Score -5095719 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5096635.000000 Penalty: 5084.270996
	Iteration 7F: 3 clusters Score -5096635 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -5097839.000000 Penalty: 5084.270996
	Iteration 8F: 3 clusters Score -5097839 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5099166.500000 Penalty: 5084.270996
	Iteration 9F: 3 clusters Score -5099166 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -5100555.000000 Penalty: 5084.270996
	Iteration 10F: 3 clusters Score -5100555 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5101565.500000 Penalty: 5084.270996
	Iteration 11Q: 3 clusters Score -5101566 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5102186.500000 Penalty: 5084.270996
	Iteration 12Q: 3 clusters Score -5102186 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5102635.500000 Penalty: 5084.270996
	Iteration 13Q: 3 clusters Score -5102636 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5102915.500000 Penalty: 5084.270996
	Iteration 14Q: 3 clusters Score -5102916 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5103072.500000 Penalty: 5084.270996
	Iteration 15Q: 3 clusters Score -5103072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5103181.500000 Penalty: 5084.270996
	Iteration 16Q: 3 clusters Score -5103182 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5103278.000000 Penalty: 5084.270996
	Iteration 17Q: 3 clusters Score -5103278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5103338.500000 Penalty: 5084.270996
	Iteration 18Q: 3 clusters Score -5103338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5103389.000000 Penalty: 5084.270996
	Iteration 19Q: 3 clusters Score -5103389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5103407.000000 Penalty: 5084.270996
	Iteration 20F: 3 clusters Score -5103407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5103444.500000 Penalty: 5084.270996
	Iteration 21Q: 3 clusters Score -5103444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5103482.500000 Penalty: 5084.270996
	Iteration 22Q: 3 clusters Score -5103482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5103523.500000 Penalty: 5084.270996
	Iteration 23Q: 3 clusters Score -5103524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5103535.500000 Penalty: 5084.270996
	Iteration 24Q: 3 clusters Score -5103536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5103542.000000 Penalty: 5084.270996
	Iteration 25Q: 3 clusters Score -5103542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5103549.000000 Penalty: 5084.270996
	Iteration 26Q: 3 clusters Score -5103549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5103547.500000 Penalty: 5084.270996
	Iteration 27Q: 3 clusters Score -5103548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5103561.000000 Penalty: 5084.270996
	Iteration 28Q: 3 clusters Score -5103561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5103556.500000 Penalty: 5084.270996
	Iteration 29Q: 3 clusters Score -5103556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5103560.500000 Penalty: 5084.270996
	Iteration 30Q: 3 clusters Score -5103560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5103556.500000 Penalty: 5084.270996
	Iteration 31Q: 3 clusters Score -5103556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5103564.000000 Penalty: 5084.270996
	Iteration 32Q: 3 clusters Score -5103564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5103569.500000 Penalty: 5084.270996
	Iteration 33Q: 3 clusters Score -5103570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5103569.000000 Penalty: 5084.270996
	Iteration 34Q: 3 clusters Score -5103569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5103578.500000 Penalty: 5084.270996
	Iteration 35Q: 3 clusters Score -5103578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5103589.000000 Penalty: 5084.270996
	Iteration 36Q: 3 clusters Score -5103589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5103593.500000 Penalty: 5084.270996
	Iteration 37Q: 3 clusters Score -5103594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5103598.000000 Penalty: 5084.270996
	Iteration 38Q: 3 clusters Score -5103598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5103598.500000 Penalty: 5084.270996
	Iteration 39Q: 3 clusters Score -5103598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5103612.000000 Penalty: 5084.270996
	Iteration 40F: 3 clusters Score -5103612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5103607.500000 Penalty: 5084.270996
	Iteration 41Q: 3 clusters Score -5103608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5103620.000000 Penalty: 5084.270996
	Iteration 42Q: 3 clusters Score -5103620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5103615.000000 Penalty: 5084.270996
	Iteration 43Q: 3 clusters Score -5103615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5103617.500000 Penalty: 5084.270996
	Iteration 44Q: 3 clusters Score -5103618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5103615.000000 Penalty: 5084.270996
	Iteration 45Q: 3 clusters Score -5103615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5103615.000000 Penalty: 5084.270996
	Iteration 46F: 3 clusters Score -5103615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36929.132812 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36929.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35742.070312 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35742.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35989.621094 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35989.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36145.335938 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -36145.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36398.746094 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -36398.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36434.886719 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -36434.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36473.070312 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36473.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36523.714844 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36523.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36548.851562 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -36548.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36564.906250 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -36564.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36574.179688 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -36574.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36574.179688 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -36574.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71599.757812 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71599.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71770.226562 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71770.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71836.156250 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -71836.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71865.250000 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -71865.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71879.164062 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -71879.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71892.820312 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -71892.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71894.187500 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -71894.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71894.187500 Penalty: 3035.667480
	Iteration 7F: 3 clusters Score -71894.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -65551.859375 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -65551.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64218.929688 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -64218.93 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64687.871094 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -64687.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64844.781250 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -64844.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64978.242188 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -64978.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65059.515625 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -65059.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65118.410156 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -65118.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65147.652344 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -65147.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65157.656250 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -65157.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65159.125000 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -65159.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65161.906250 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -65161.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65161.906250 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -65161.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -737433.375000 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -737433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -733275.312500 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -733275.3 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -734604.000000 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -734604 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -735048.937500 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -735048.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -735419.812500 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -735419.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -735817.062500 Penalty: 4168.174316
	Iteration 4F: 3 clusters Score -735817.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -736354.875000 Penalty: 4168.174316
	Iteration 5F: 3 clusters Score -736354.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -736883.750000 Penalty: 4168.174316
	Iteration 6F: 3 clusters Score -736883.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -737293.000000 Penalty: 4168.174316
	Iteration 7F: 3 clusters Score -737293 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -737632.062500 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -737632.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -737889.125000 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -737889.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -738004.687500 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -738004.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -738065.125000 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -738065.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -738123.312500 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -738123.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -738169.562500 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -738169.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -738204.687500 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -738204.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -738243.812500 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -738243.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -738282.625000 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -738282.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -738319.812500 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -738319.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -738348.000000 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -738348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -738366.375000 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -738366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -738380.687500 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -738380.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -738388.750000 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -738388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -738391.437500 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -738391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -738396.562500 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -738396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -738398.000000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -738398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -738399.062500 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -738399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -738401.187500 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -738401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -738401.812500 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -738401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -738401.250000 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -738401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -738403.187500 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -738403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -738404.125000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -738404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -738404.125000 Penalty: 4168.174316
	Iteration 31F: 3 clusters Score -738404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 13532 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Entering Unmasked Estep 
Score: -117266744.000000 Penalty: 213297.218750
Splitting cluster 13 changes total score from -117266120.000000 to -117266744.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40439.621094 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40439.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40548.851562 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40548.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40581.804688 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40595.367188 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40595.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40600.871094 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40600.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40603.187500 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -40603.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40603.187500 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -40603.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -1091913.500000 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -1091914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1086675.000000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -1086675 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1087910.375000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -1087910 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1088120.625000 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -1088121 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1088258.500000 Penalty: 4324.051758
	Iteration 3Q: 3 clusters Score -1088258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1088372.000000 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -1088372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1088477.125000 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -1088477 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1088583.250000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -1088583 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1088693.500000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -1088694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1088798.750000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -1088799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1088904.750000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -1088905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1089012.000000 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -1089012 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1089127.125000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -1089127 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1089249.000000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -1089249 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1089374.125000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -1089374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1089481.875000 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -1089482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1089580.125000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -1089580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1089676.375000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -1089676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1089768.875000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -1089769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1089834.375000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -1089834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1089881.750000 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -1089882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1089925.375000 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -1089925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1089957.125000 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -1089957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1089988.000000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -1089988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1090007.875000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -1090008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1090033.125000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -1090033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1090051.500000 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -1090052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1090060.125000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -1090060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1090065.750000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -1090066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1090073.875000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -1090074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1090077.250000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -1090077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1090080.750000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -1090081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1090081.875000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -1090082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1090082.000000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -1090082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1090082.000000 Penalty: 4324.051758
	Iteration 33F: 3 clusters Score -1090082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Entering Unmasked Estep 
Score: -5769376.500000 Penalty: 2582.821533
	Iteration 0F: 2 clusters Score -5769376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5746663.500000 Penalty: 5165.643066
	Iteration 0F: 3 clusters Score -5746664 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5755057.000000 Penalty: 5165.643066
	Iteration 1F: 3 clusters Score -5755057 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -5755668.500000 Penalty: 5165.643066
	Iteration 2Q: 3 clusters Score -5755668 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5756269.000000 Penalty: 5165.643066
	Iteration 3Q: 3 clusters Score -5756269 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5756897.000000 Penalty: 5165.643066
	Iteration 4Q: 3 clusters Score -5756897 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5757722.500000 Penalty: 5165.643066
	Iteration 5F: 3 clusters Score -5757722 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5758797.500000 Penalty: 5165.643066
	Iteration 6F: 3 clusters Score -5758798 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -5760296.500000 Penalty: 5165.643066
	Iteration 7F: 3 clusters Score -5760296 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5762149.500000 Penalty: 5165.643066
	Iteration 8F: 3 clusters Score -5762150 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -5763990.000000 Penalty: 5165.643066
	Iteration 9F: 3 clusters Score -5763990 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5765303.500000 Penalty: 5165.643066
	Iteration 10F: 3 clusters Score -5765304 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5766204.000000 Penalty: 5165.643066
	Iteration 11Q: 3 clusters Score -5766204 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5766699.500000 Penalty: 5165.643066
	Iteration 12Q: 3 clusters Score -5766700 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5767021.500000 Penalty: 5165.643066
	Iteration 13Q: 3 clusters Score -5767022 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5767198.500000 Penalty: 5165.643066
	Iteration 14Q: 3 clusters Score -5767198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5767315.000000 Penalty: 5165.643066
	Iteration 15Q: 3 clusters Score -5767315 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5767369.000000 Penalty: 5165.643066
	Iteration 16Q: 3 clusters Score -5767369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5767422.000000 Penalty: 5165.643066
	Iteration 17Q: 3 clusters Score -5767422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5767470.000000 Penalty: 5165.643066
	Iteration 18Q: 3 clusters Score -5767470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5767467.500000 Penalty: 5165.643066
	Iteration 19Q: 3 clusters Score -5767468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5767489.000000 Penalty: 5165.643066
	Iteration 20F: 3 clusters Score -5767489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5767470.500000 Penalty: 5165.643066
	Iteration 21Q: 3 clusters Score -5767470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5767486.500000 Penalty: 5165.643066
	Iteration 22Q: 3 clusters Score -5767486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5767486.500000 Penalty: 5165.643066
	Iteration 23Q: 3 clusters Score -5767486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5767497.500000 Penalty: 5165.643066
	Iteration 24Q: 3 clusters Score -5767498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5767503.500000 Penalty: 5165.643066
	Iteration 25Q: 3 clusters Score -5767504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5767503.000000 Penalty: 5165.643066
	Iteration 26Q: 3 clusters Score -5767503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5767507.000000 Penalty: 5165.643066
	Iteration 27Q: 3 clusters Score -5767507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5767512.000000 Penalty: 5165.643066
	Iteration 28Q: 3 clusters Score -5767512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5767514.000000 Penalty: 5165.643066
	Iteration 29Q: 3 clusters Score -5767514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5767512.500000 Penalty: 5165.643066
	Iteration 30Q: 3 clusters Score -5767512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5767516.500000 Penalty: 5165.643066
	Iteration 31Q: 3 clusters Score -5767516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5767508.000000 Penalty: 5165.643066
	Iteration 32Q: 3 clusters Score -5767508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5767510.500000 Penalty: 5165.643066
	Iteration 33Q: 3 clusters Score -5767510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5767512.500000 Penalty: 5165.643066
	Iteration 34Q: 3 clusters Score -5767512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5767521.500000 Penalty: 5165.643066
	Iteration 35Q: 3 clusters Score -5767522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5767517.500000 Penalty: 5165.643066
	Iteration 36Q: 3 clusters Score -5767518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5767524.500000 Penalty: 5165.643066
	Iteration 37Q: 3 clusters Score -5767524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5767531.500000 Penalty: 5165.643066
	Iteration 38Q: 3 clusters Score -5767532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5767532.000000 Penalty: 5165.643066
	Iteration 39Q: 3 clusters Score -5767532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5767529.000000 Penalty: 5165.643066
	Iteration 40F: 3 clusters Score -5767529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5767536.000000 Penalty: 5165.643066
	Iteration 41Q: 3 clusters Score -5767536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5767540.500000 Penalty: 5165.643066
	Iteration 42Q: 3 clusters Score -5767540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5767540.500000 Penalty: 5165.643066
	Iteration 43F: 3 clusters Score -5767540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Entering Unmasked Estep 
Score: -6050528.000000 Penalty: 2587.543945
	Iteration 0F: 2 clusters Score -6050528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6027878.000000 Penalty: 5175.087891
	Iteration 0F: 3 clusters Score -6027878 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -6036400.000000 Penalty: 5175.087891
	Iteration 1F: 3 clusters Score -6036400 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -6037169.500000 Penalty: 5175.087891
	Iteration 2F: 3 clusters Score -6037170 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6038020.500000 Penalty: 5175.087891
	Iteration 3F: 3 clusters Score -6038020 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -6039031.000000 Penalty: 5175.087891
	Iteration 4F: 3 clusters Score -6039031 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -6040182.500000 Penalty: 5175.087891
	Iteration 5F: 3 clusters Score -6040182 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6041320.000000 Penalty: 5175.087891
	Iteration 6F: 3 clusters Score -6041320 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -6042325.500000 Penalty: 5175.087891
	Iteration 7F: 3 clusters Score -6042326 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -6043101.000000 Penalty: 5175.087891
	Iteration 8Q: 3 clusters Score -6043101 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -6043815.500000 Penalty: 5175.087891
	Iteration 9Q: 3 clusters Score -6043816 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -6044411.500000 Penalty: 5175.087891
	Iteration 10Q: 3 clusters Score -6044412 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6044991.000000 Penalty: 5175.087891
	Iteration 11Q: 3 clusters Score -6044991 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -6045517.000000 Penalty: 5175.087891
	Iteration 12Q: 3 clusters Score -6045517 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -6045903.000000 Penalty: 5175.087891
	Iteration 13Q: 3 clusters Score -6045903 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6046226.500000 Penalty: 5175.087891
	Iteration 14Q: 3 clusters Score -6046226 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -6046460.500000 Penalty: 5175.087891
	Iteration 15Q: 3 clusters Score -6046460 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -6046609.000000 Penalty: 5175.087891
	Iteration 16Q: 3 clusters Score -6046609 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6046726.500000 Penalty: 5175.087891
	Iteration 17Q: 3 clusters Score -6046726 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -6046810.500000 Penalty: 5175.087891
	Iteration 18Q: 3 clusters Score -6046810 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -6046898.500000 Penalty: 5175.087891
	Iteration 19Q: 3 clusters Score -6046898 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -6046975.500000 Penalty: 5175.087891
	Iteration 20F: 3 clusters Score -6046976 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -6047071.000000 Penalty: 5175.087891
	Iteration 21Q: 3 clusters Score -6047071 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6047190.000000 Penalty: 5175.087891
	Iteration 22Q: 3 clusters Score -6047190 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6047316.500000 Penalty: 5175.087891
	Iteration 23Q: 3 clusters Score -6047316 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -6047487.000000 Penalty: 5175.087891
	Iteration 24Q: 3 clusters Score -6047487 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -6047678.000000 Penalty: 5175.087891
	Iteration 25Q: 3 clusters Score -6047678 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6047933.500000 Penalty: 5175.087891
	Iteration 26Q: 3 clusters Score -6047934 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -6048187.000000 Penalty: 5175.087891
	Iteration 27Q: 3 clusters Score -6048187 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -6048436.500000 Penalty: 5175.087891
	Iteration 28Q: 3 clusters Score -6048436 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -6048640.500000 Penalty: 5175.087891
	Iteration 29Q: 3 clusters Score -6048640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6048803.500000 Penalty: 5175.087891
	Iteration 30Q: 3 clusters Score -6048804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6048922.000000 Penalty: 5175.087891
	Iteration 31Q: 3 clusters Score -6048922 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -6048999.000000 Penalty: 5175.087891
	Iteration 32Q: 3 clusters Score -6048999 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6049071.000000 Penalty: 5175.087891
	Iteration 33Q: 3 clusters Score -6049071 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6049116.500000 Penalty: 5175.087891
	Iteration 34Q: 3 clusters Score -6049116 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6049161.000000 Penalty: 5175.087891
	Iteration 35Q: 3 clusters Score -6049161 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6049196.500000 Penalty: 5175.087891
	Iteration 36Q: 3 clusters Score -6049196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6049222.500000 Penalty: 5175.087891
	Iteration 37Q: 3 clusters Score -6049222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6049225.500000 Penalty: 5175.087891
	Iteration 38Q: 3 clusters Score -6049226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6049246.000000 Penalty: 5175.087891
	Iteration 39Q: 3 clusters Score -6049246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6049257.500000 Penalty: 5175.087891
	Iteration 40F: 3 clusters Score -6049258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6049257.500000 Penalty: 5175.087891
	Iteration 41Q: 3 clusters Score -6049258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6049272.000000 Penalty: 5175.087891
	Iteration 42Q: 3 clusters Score -6049272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6049276.000000 Penalty: 5175.087891
	Iteration 43Q: 3 clusters Score -6049276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6049276.500000 Penalty: 5175.087891
	Iteration 44Q: 3 clusters Score -6049276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6049285.500000 Penalty: 5175.087891
	Iteration 45Q: 3 clusters Score -6049286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6049308.000000 Penalty: 5175.087891
	Iteration 46Q: 3 clusters Score -6049308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6049304.000000 Penalty: 5175.087891
	Iteration 47Q: 3 clusters Score -6049304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6049306.000000 Penalty: 5175.087891
	Iteration 48Q: 3 clusters Score -6049306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6049310.500000 Penalty: 5175.087891
	Iteration 49Q: 3 clusters Score -6049310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6049311.000000 Penalty: 5175.087891
	Iteration 50Q: 3 clusters Score -6049311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6049315.000000 Penalty: 5175.087891
	Iteration 51Q: 3 clusters Score -6049315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6049312.500000 Penalty: 5175.087891
	Iteration 52Q: 3 clusters Score -6049312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6049317.000000 Penalty: 5175.087891
	Iteration 53Q: 3 clusters Score -6049317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6049328.000000 Penalty: 5175.087891
	Iteration 54Q: 3 clusters Score -6049328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6049329.000000 Penalty: 5175.087891
	Iteration 55Q: 3 clusters Score -6049329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6049322.000000 Penalty: 5175.087891
	Iteration 56Q: 3 clusters Score -6049322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6049328.000000 Penalty: 5175.087891
	Iteration 57Q: 3 clusters Score -6049328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6049337.000000 Penalty: 5175.087891
	Iteration 58Q: 3 clusters Score -6049337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6049338.000000 Penalty: 5175.087891
	Iteration 59Q: 3 clusters Score -6049338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6049336.000000 Penalty: 5175.087891
	Iteration 60F: 3 clusters Score -6049336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6049340.500000 Penalty: 5175.087891
	Iteration 61Q: 3 clusters Score -6049340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6049340.500000 Penalty: 5175.087891
	Iteration 62F: 3 clusters Score -6049340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1852401.125000 Penalty: 2291.254150
	Iteration 0F: 2 clusters Score -1852401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1844500.375000 Penalty: 4582.508301
	Iteration 0F: 3 clusters Score -1844500 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1846712.125000 Penalty: 4582.508301
	Iteration 1F: 3 clusters Score -1846712 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1847002.625000 Penalty: 4582.508301
	Iteration 2F: 3 clusters Score -1847003 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1847205.250000 Penalty: 4582.508301
	Iteration 3Q: 3 clusters Score -1847205 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1847366.750000 Penalty: 4582.508301
	Iteration 4Q: 3 clusters Score -1847367 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1847527.500000 Penalty: 4582.508301
	Iteration 5Q: 3 clusters Score -1847528 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1847707.875000 Penalty: 4582.508301
	Iteration 6Q: 3 clusters Score -1847708 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1847915.375000 Penalty: 4582.508301
	Iteration 7Q: 3 clusters Score -1847915 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1848194.000000 Penalty: 4582.508301
	Iteration 8Q: 3 clusters Score -1848194 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1848528.125000 Penalty: 4582.508301
	Iteration 9Q: 3 clusters Score -1848528 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1848875.250000 Penalty: 4582.508301
	Iteration 10Q: 3 clusters Score -1848875 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1849173.375000 Penalty: 4582.508301
	Iteration 11Q: 3 clusters Score -1849173 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1849395.625000 Penalty: 4582.508301
	Iteration 12Q: 3 clusters Score -1849396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1849560.750000 Penalty: 4582.508301
	Iteration 13Q: 3 clusters Score -1849561 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1849694.000000 Penalty: 4582.508301
	Iteration 14Q: 3 clusters Score -1849694 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1849783.500000 Penalty: 4582.508301
	Iteration 15Q: 3 clusters Score -1849784 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1849864.125000 Penalty: 4582.508301
	Iteration 16Q: 3 clusters Score -1849864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1849912.125000 Penalty: 4582.508301
	Iteration 17Q: 3 clusters Score -1849912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1849950.000000 Penalty: 4582.508301
	Iteration 18Q: 3 clusters Score -1849950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1849975.375000 Penalty: 4582.508301
	Iteration 19Q: 3 clusters Score -1849975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1850001.500000 Penalty: 4582.508301
	Iteration 20F: 3 clusters Score -1850002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1850030.125000 Penalty: 4582.508301
	Iteration 21Q: 3 clusters Score -1850030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1850053.000000 Penalty: 4582.508301
	Iteration 22Q: 3 clusters Score -1850053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1850064.875000 Penalty: 4582.508301
	Iteration 23Q: 3 clusters Score -1850065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1850083.875000 Penalty: 4582.508301
	Iteration 24Q: 3 clusters Score -1850084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1850094.625000 Penalty: 4582.508301
	Iteration 25Q: 3 clusters Score -1850095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1850103.125000 Penalty: 4582.508301
	Iteration 26Q: 3 clusters Score -1850103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1850117.250000 Penalty: 4582.508301
	Iteration 27Q: 3 clusters Score -1850117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1850122.000000 Penalty: 4582.508301
	Iteration 28Q: 3 clusters Score -1850122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1850133.500000 Penalty: 4582.508301
	Iteration 29Q: 3 clusters Score -1850134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1850137.125000 Penalty: 4582.508301
	Iteration 30Q: 3 clusters Score -1850137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1850146.000000 Penalty: 4582.508301
	Iteration 31Q: 3 clusters Score -1850146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1850151.375000 Penalty: 4582.508301
	Iteration 32Q: 3 clusters Score -1850151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1850155.625000 Penalty: 4582.508301
	Iteration 33Q: 3 clusters Score -1850156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1850160.125000 Penalty: 4582.508301
	Iteration 34Q: 3 clusters Score -1850160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1850165.000000 Penalty: 4582.508301
	Iteration 35Q: 3 clusters Score -1850165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1850161.500000 Penalty: 4582.508301
	Iteration 36Q: 3 clusters Score -1850162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1850159.250000 Penalty: 4582.508301
	Iteration 37Q: 3 clusters Score -1850159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1850166.000000 Penalty: 4582.508301
	Iteration 38Q: 3 clusters Score -1850166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1850165.500000 Penalty: 4582.508301
	Iteration 39Q: 3 clusters Score -1850166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1850166.625000 Penalty: 4582.508301
	Iteration 40F: 3 clusters Score -1850167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1850166.500000 Penalty: 4582.508301
	Iteration 41Q: 3 clusters Score -1850166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1850166.500000 Penalty: 4582.508301
	Iteration 42F: 3 clusters Score -1850166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Entering Unmasked Estep 
Score: -3823239.500000 Penalty: 2480.624512
	Iteration 0F: 2 clusters Score -3823240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3807717.500000 Penalty: 4961.249023
	Iteration 0F: 3 clusters Score -3807718 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3813058.000000 Penalty: 4961.249023
	Iteration 1F: 3 clusters Score -3813058 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3813519.500000 Penalty: 4961.249023
	Iteration 2F: 3 clusters Score -3813520 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3813914.750000 Penalty: 4961.249023
	Iteration 3Q: 3 clusters Score -3813915 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3814300.250000 Penalty: 4961.249023
	Iteration 4Q: 3 clusters Score -3814300 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3814694.250000 Penalty: 4961.249023
	Iteration 5Q: 3 clusters Score -3814694 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3815157.750000 Penalty: 4961.249023
	Iteration 6Q: 3 clusters Score -3815158 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3815752.000000 Penalty: 4961.249023
	Iteration 7Q: 3 clusters Score -3815752 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3816470.750000 Penalty: 4961.249023
	Iteration 8F: 3 clusters Score -3816471 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3817262.000000 Penalty: 4961.249023
	Iteration 9F: 3 clusters Score -3817262 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3818040.750000 Penalty: 4961.249023
	Iteration 10Q: 3 clusters Score -3818041 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3818775.250000 Penalty: 4961.249023
	Iteration 11Q: 3 clusters Score -3818775 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3819393.500000 Penalty: 4961.249023
	Iteration 12Q: 3 clusters Score -3819394 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3819851.000000 Penalty: 4961.249023
	Iteration 13Q: 3 clusters Score -3819851 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3820221.750000 Penalty: 4961.249023
	Iteration 14Q: 3 clusters Score -3820222 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3820527.000000 Penalty: 4961.249023
	Iteration 15Q: 3 clusters Score -3820527 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3820714.750000 Penalty: 4961.249023
	Iteration 16Q: 3 clusters Score -3820715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3820836.500000 Penalty: 4961.249023
	Iteration 17Q: 3 clusters Score -3820836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3820951.250000 Penalty: 4961.249023
	Iteration 18Q: 3 clusters Score -3820951 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3821062.250000 Penalty: 4961.249023
	Iteration 19Q: 3 clusters Score -3821062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3821129.500000 Penalty: 4961.249023
	Iteration 20F: 3 clusters Score -3821130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3821185.500000 Penalty: 4961.249023
	Iteration 21Q: 3 clusters Score -3821186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3821222.500000 Penalty: 4961.249023
	Iteration 22Q: 3 clusters Score -3821222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3821239.000000 Penalty: 4961.249023
	Iteration 23Q: 3 clusters Score -3821239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3821264.250000 Penalty: 4961.249023
	Iteration 24Q: 3 clusters Score -3821264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3821279.750000 Penalty: 4961.249023
	Iteration 25Q: 3 clusters Score -3821280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3821289.750000 Penalty: 4961.249023
	Iteration 26Q: 3 clusters Score -3821290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3821300.250000 Penalty: 4961.249023
	Iteration 27Q: 3 clusters Score -3821300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3821314.750000 Penalty: 4961.249023
	Iteration 28Q: 3 clusters Score -3821315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3821319.250000 Penalty: 4961.249023
	Iteration 29Q: 3 clusters Score -3821319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3821331.500000 Penalty: 4961.249023
	Iteration 30Q: 3 clusters Score -3821332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3821335.000000 Penalty: 4961.249023
	Iteration 31Q: 3 clusters Score -3821335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3821339.250000 Penalty: 4961.249023
	Iteration 32Q: 3 clusters Score -3821339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3821354.750000 Penalty: 4961.249023
	Iteration 33Q: 3 clusters Score -3821355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3821353.250000 Penalty: 4961.249023
	Iteration 34Q: 3 clusters Score -3821353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3821353.500000 Penalty: 4961.249023
	Iteration 35Q: 3 clusters Score -3821354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3821354.000000 Penalty: 4961.249023
	Iteration 36Q: 3 clusters Score -3821354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3821362.000000 Penalty: 4961.249023
	Iteration 37Q: 3 clusters Score -3821362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3821360.500000 Penalty: 4961.249023
	Iteration 38Q: 3 clusters Score -3821360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3821364.750000 Penalty: 4961.249023
	Iteration 39Q: 3 clusters Score -3821365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3821364.750000 Penalty: 4961.249023
	Iteration 40F: 3 clusters Score -3821365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Entering Unmasked Estep 
Score: -2451074.000000 Penalty: 2371.511230
	Iteration 0F: 2 clusters Score -2451074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2440809.000000 Penalty: 4743.022461
	Iteration 0F: 3 clusters Score -2440809 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2444072.250000 Penalty: 4743.022461
	Iteration 1F: 3 clusters Score -2444072 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2444865.750000 Penalty: 4743.022461
	Iteration 2F: 3 clusters Score -2444866 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2446011.750000 Penalty: 4743.022461
	Iteration 3F: 3 clusters Score -2446012 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2447600.500000 Penalty: 4743.022461
	Iteration 4F: 3 clusters Score -2447600 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2449228.250000 Penalty: 4743.022461
	Iteration 5F: 3 clusters Score -2449228 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2450303.750000 Penalty: 4743.022461
	Iteration 6F: 3 clusters Score -2450304 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2450832.500000 Penalty: 4743.022461
	Iteration 7F: 3 clusters Score -2450832 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2451093.500000 Penalty: 4743.022461
	Iteration 8Q: 3 clusters Score -2451094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2451234.250000 Penalty: 4743.022461
	Iteration 9Q: 3 clusters Score -2451234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2451323.000000 Penalty: 4743.022461
	Iteration 10Q: 3 clusters Score -2451323 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2451387.750000 Penalty: 4743.022461
	Iteration 11Q: 3 clusters Score -2451388 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2451424.500000 Penalty: 4743.022461
	Iteration 12Q: 3 clusters Score -2451424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2451444.750000 Penalty: 4743.022461
	Iteration 13Q: 3 clusters Score -2451445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2451457.750000 Penalty: 4743.022461
	Iteration 14Q: 3 clusters Score -2451458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2451477.000000 Penalty: 4743.022461
	Iteration 15Q: 3 clusters Score -2451477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2451480.250000 Penalty: 4743.022461
	Iteration 16Q: 3 clusters Score -2451480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2451485.750000 Penalty: 4743.022461
	Iteration 17Q: 3 clusters Score -2451486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2451486.500000 Penalty: 4743.022461
	Iteration 18Q: 3 clusters Score -2451486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2451488.000000 Penalty: 4743.022461
	Iteration 19Q: 3 clusters Score -2451488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2451491.750000 Penalty: 4743.022461
	Iteration 20F: 3 clusters Score -2451492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2451501.000000 Penalty: 4743.022461
	Iteration 21Q: 3 clusters Score -2451501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2451499.000000 Penalty: 4743.022461
	Iteration 22Q: 3 clusters Score -2451499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2451501.750000 Penalty: 4743.022461
	Iteration 23Q: 3 clusters Score -2451502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2451500.750000 Penalty: 4743.022461
	Iteration 24Q: 3 clusters Score -2451501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2451506.750000 Penalty: 4743.022461
	Iteration 25Q: 3 clusters Score -2451507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2451508.500000 Penalty: 4743.022461
	Iteration 26Q: 3 clusters Score -2451508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2451515.500000 Penalty: 4743.022461
	Iteration 27Q: 3 clusters Score -2451516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2451511.500000 Penalty: 4743.022461
	Iteration 28Q: 3 clusters Score -2451512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2451510.750000 Penalty: 4743.022461
	Iteration 29Q: 3 clusters Score -2451511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2451509.750000 Penalty: 4743.022461
	Iteration 30Q: 3 clusters Score -2451510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2451513.750000 Penalty: 4743.022461
	Iteration 31Q: 3 clusters Score -2451514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2451513.000000 Penalty: 4743.022461
	Iteration 32Q: 3 clusters Score -2451513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2451514.750000 Penalty: 4743.022461
	Iteration 33Q: 3 clusters Score -2451515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2451514.750000 Penalty: 4743.022461
	Iteration 34F: 3 clusters Score -2451515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 13532 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 5792 members 
Entering Unmasked Estep 
Score: -117266008.000000 Penalty: 216630.000000
Splitting cluster 20 changes total score from -117266120.000000 to -117266008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Entering Unmasked Estep 
Score: -2144466.500000 Penalty: 2334.270996
	Iteration 0F: 2 clusters Score -2144466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2135318.250000 Penalty: 4668.541992
	Iteration 0F: 3 clusters Score -2135318 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2138074.750000 Penalty: 4668.541992
	Iteration 1F: 3 clusters Score -2138075 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2138400.250000 Penalty: 4668.541992
	Iteration 2F: 3 clusters Score -2138400 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2138734.250000 Penalty: 4668.541992
	Iteration 3F: 3 clusters Score -2138734 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2139072.500000 Penalty: 4668.541992
	Iteration 4F: 3 clusters Score -2139072 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2139441.000000 Penalty: 4668.541992
	Iteration 5F: 3 clusters Score -2139441 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2139867.750000 Penalty: 4668.541992
	Iteration 6F: 3 clusters Score -2139868 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2140399.750000 Penalty: 4668.541992
	Iteration 7F: 3 clusters Score -2140400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2140875.500000 Penalty: 4668.541992
	Iteration 8F: 3 clusters Score -2140876 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2141310.250000 Penalty: 4668.541992
	Iteration 9Q: 3 clusters Score -2141310 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2141687.000000 Penalty: 4668.541992
	Iteration 10Q: 3 clusters Score -2141687 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2141963.250000 Penalty: 4668.541992
	Iteration 11Q: 3 clusters Score -2141963 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2142148.500000 Penalty: 4668.541992
	Iteration 12Q: 3 clusters Score -2142148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2142273.750000 Penalty: 4668.541992
	Iteration 13Q: 3 clusters Score -2142274 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2142354.000000 Penalty: 4668.541992
	Iteration 14Q: 3 clusters Score -2142354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2142402.750000 Penalty: 4668.541992
	Iteration 15Q: 3 clusters Score -2142403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2142435.250000 Penalty: 4668.541992
	Iteration 16Q: 3 clusters Score -2142435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2142451.000000 Penalty: 4668.541992
	Iteration 17Q: 3 clusters Score -2142451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2142462.500000 Penalty: 4668.541992
	Iteration 18Q: 3 clusters Score -2142462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2142471.000000 Penalty: 4668.541992
	Iteration 19Q: 3 clusters Score -2142471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2142484.000000 Penalty: 4668.541992
	Iteration 20F: 3 clusters Score -2142484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2142489.750000 Penalty: 4668.541992
	Iteration 21Q: 3 clusters Score -2142490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2142491.250000 Penalty: 4668.541992
	Iteration 22Q: 3 clusters Score -2142491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2142498.750000 Penalty: 4668.541992
	Iteration 23Q: 3 clusters Score -2142499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2142509.000000 Penalty: 4668.541992
	Iteration 24Q: 3 clusters Score -2142509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2142515.250000 Penalty: 4668.541992
	Iteration 25Q: 3 clusters Score -2142515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2142519.000000 Penalty: 4668.541992
	Iteration 26Q: 3 clusters Score -2142519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2142526.500000 Penalty: 4668.541992
	Iteration 27Q: 3 clusters Score -2142526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2142536.500000 Penalty: 4668.541992
	Iteration 28Q: 3 clusters Score -2142536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2142533.250000 Penalty: 4668.541992
	Iteration 29Q: 3 clusters Score -2142533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2142543.250000 Penalty: 4668.541992
	Iteration 30Q: 3 clusters Score -2142543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2142551.250000 Penalty: 4668.541992
	Iteration 31Q: 3 clusters Score -2142551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2142561.500000 Penalty: 4668.541992
	Iteration 32Q: 3 clusters Score -2142562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2142569.000000 Penalty: 4668.541992
	Iteration 33Q: 3 clusters Score -2142569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2142575.250000 Penalty: 4668.541992
	Iteration 34Q: 3 clusters Score -2142575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2142579.500000 Penalty: 4668.541992
	Iteration 35Q: 3 clusters Score -2142580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2142582.500000 Penalty: 4668.541992
	Iteration 36Q: 3 clusters Score -2142582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2142584.500000 Penalty: 4668.541992
	Iteration 37Q: 3 clusters Score -2142584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2142589.250000 Penalty: 4668.541992
	Iteration 38Q: 3 clusters Score -2142589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2142587.500000 Penalty: 4668.541992
	Iteration 39Q: 3 clusters Score -2142588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2142587.500000 Penalty: 4668.541992
	Iteration 40F: 3 clusters Score -2142588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -650452.812500 Penalty: 2067.721924
	Iteration 0F: 2 clusters Score -650452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -646528.812500 Penalty: 4135.443848
	Iteration 0F: 3 clusters Score -646528.8 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -647858.375000 Penalty: 4135.443848
	Iteration 1F: 3 clusters Score -647858.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -648324.375000 Penalty: 4135.443848
	Iteration 2F: 3 clusters Score -648324.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -648598.937500 Penalty: 4135.443848
	Iteration 3F: 3 clusters Score -648598.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -648780.875000 Penalty: 4135.443848
	Iteration 4F: 3 clusters Score -648780.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -648943.125000 Penalty: 4135.443848
	Iteration 5Q: 3 clusters Score -648943.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -649070.062500 Penalty: 4135.443848
	Iteration 6Q: 3 clusters Score -649070.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -649260.625000 Penalty: 4135.443848
	Iteration 7Q: 3 clusters Score -649260.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -649500.375000 Penalty: 4135.443848
	Iteration 8Q: 3 clusters Score -649500.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -649776.937500 Penalty: 4135.443848
	Iteration 9Q: 3 clusters Score -649776.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -650008.625000 Penalty: 4135.443848
	Iteration 10Q: 3 clusters Score -650008.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -650136.125000 Penalty: 4135.443848
	Iteration 11Q: 3 clusters Score -650136.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -650235.437500 Penalty: 4135.443848
	Iteration 12Q: 3 clusters Score -650235.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -650301.062500 Penalty: 4135.443848
	Iteration 13Q: 3 clusters Score -650301.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -650334.875000 Penalty: 4135.443848
	Iteration 14Q: 3 clusters Score -650334.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -650364.375000 Penalty: 4135.443848
	Iteration 15Q: 3 clusters Score -650364.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -650390.437500 Penalty: 4135.443848
	Iteration 16Q: 3 clusters Score -650390.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -650414.375000 Penalty: 4135.443848
	Iteration 17Q: 3 clusters Score -650414.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -650442.437500 Penalty: 4135.443848
	Iteration 18Q: 3 clusters Score -650442.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -650467.750000 Penalty: 4135.443848
	Iteration 19Q: 3 clusters Score -650467.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -650493.187500 Penalty: 4135.443848
	Iteration 20F: 3 clusters Score -650493.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -650517.250000 Penalty: 4135.443848
	Iteration 21Q: 3 clusters Score -650517.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -650541.125000 Penalty: 4135.443848
	Iteration 22Q: 3 clusters Score -650541.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -650561.750000 Penalty: 4135.443848
	Iteration 23Q: 3 clusters Score -650561.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -650582.062500 Penalty: 4135.443848
	Iteration 24Q: 3 clusters Score -650582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -650600.187500 Penalty: 4135.443848
	Iteration 25Q: 3 clusters Score -650600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -650612.625000 Penalty: 4135.443848
	Iteration 26Q: 3 clusters Score -650612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -650626.125000 Penalty: 4135.443848
	Iteration 27Q: 3 clusters Score -650626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -650630.625000 Penalty: 4135.443848
	Iteration 28Q: 3 clusters Score -650630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -650636.312500 Penalty: 4135.443848
	Iteration 29Q: 3 clusters Score -650636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -650640.562500 Penalty: 4135.443848
	Iteration 30Q: 3 clusters Score -650640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -650640.625000 Penalty: 4135.443848
	Iteration 31Q: 3 clusters Score -650640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -650640.312500 Penalty: 4135.443848
	Iteration 32Q: 3 clusters Score -650640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -650640.437500 Penalty: 4135.443848
	Iteration 33Q: 3 clusters Score -650640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -650641.875000 Penalty: 4135.443848
	Iteration 34Q: 3 clusters Score -650641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -650642.375000 Penalty: 4135.443848
	Iteration 35Q: 3 clusters Score -650642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -650642.875000 Penalty: 4135.443848
	Iteration 36Q: 3 clusters Score -650642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -650642.875000 Penalty: 4135.443848
	Iteration 37F: 3 clusters Score -650642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 13532 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 1157 members 
Entering Unmasked Estep 
Score: -117265912.000000 Penalty: 216630.000000
Splitting cluster 22 changes total score from -117266120.000000 to -117265912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (13532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Entering Unmasked Estep 
Score: -2292505.500000 Penalty: 2359.177490
	Iteration 0F: 2 clusters Score -2292506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2282509.250000 Penalty: 4718.354980
	Iteration 0F: 3 clusters Score -2282509 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2285808.000000 Penalty: 4718.354980
	Iteration 1F: 3 clusters Score -2285808 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2286355.000000 Penalty: 4718.354980
	Iteration 2F: 3 clusters Score -2286355 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2286966.500000 Penalty: 4718.354980
	Iteration 3F: 3 clusters Score -2286966 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2287622.000000 Penalty: 4718.354980
	Iteration 4F: 3 clusters Score -2287622 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2288346.750000 Penalty: 4718.354980
	Iteration 5F: 3 clusters Score -2288347 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2289021.750000 Penalty: 4718.354980
	Iteration 6F: 3 clusters Score -2289022 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2289495.750000 Penalty: 4718.354980
	Iteration 7F: 3 clusters Score -2289496 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2289849.750000 Penalty: 4718.354980
	Iteration 8Q: 3 clusters Score -2289850 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2290135.500000 Penalty: 4718.354980
	Iteration 9Q: 3 clusters Score -2290136 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2290391.500000 Penalty: 4718.354980
	Iteration 10Q: 3 clusters Score -2290392 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2290629.750000 Penalty: 4718.354980
	Iteration 11Q: 3 clusters Score -2290630 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2290887.250000 Penalty: 4718.354980
	Iteration 12Q: 3 clusters Score -2290887 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2291105.250000 Penalty: 4718.354980
	Iteration 13Q: 3 clusters Score -2291105 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2291328.500000 Penalty: 4718.354980
	Iteration 14Q: 3 clusters Score -2291328 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2291499.250000 Penalty: 4718.354980
	Iteration 15Q: 3 clusters Score -2291499 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2291651.000000 Penalty: 4718.354980
	Iteration 16Q: 3 clusters Score -2291651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2291803.000000 Penalty: 4718.354980
	Iteration 17Q: 3 clusters Score -2291803 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2291936.500000 Penalty: 4718.354980
	Iteration 18Q: 3 clusters Score -2291936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2292068.000000 Penalty: 4718.354980
	Iteration 19Q: 3 clusters Score -2292068 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2292183.750000 Penalty: 4718.354980
	Iteration 20F: 3 clusters Score -2292184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2292298.000000 Penalty: 4718.354980
	Iteration 21Q: 3 clusters Score -2292298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2292426.000000 Penalty: 4718.354980
	Iteration 22Q: 3 clusters Score -2292426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2292528.000000 Penalty: 4718.354980
	Iteration 23Q: 3 clusters Score -2292528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2292594.000000 Penalty: 4718.354980
	Iteration 24Q: 3 clusters Score -2292594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2292627.500000 Penalty: 4718.354980
	Iteration 25Q: 3 clusters Score -2292628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2292645.250000 Penalty: 4718.354980
	Iteration 26Q: 3 clusters Score -2292645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2292659.250000 Penalty: 4718.354980
	Iteration 27Q: 3 clusters Score -2292659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2292671.750000 Penalty: 4718.354980
	Iteration 28Q: 3 clusters Score -2292672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2292675.250000 Penalty: 4718.354980
	Iteration 29Q: 3 clusters Score -2292675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2292679.750000 Penalty: 4718.354980
	Iteration 30Q: 3 clusters Score -2292680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2292690.750000 Penalty: 4718.354980
	Iteration 31Q: 3 clusters Score -2292691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2292693.250000 Penalty: 4718.354980
	Iteration 32Q: 3 clusters Score -2292693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2292696.000000 Penalty: 4718.354980
	Iteration 33Q: 3 clusters Score -2292696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2292701.500000 Penalty: 4718.354980
	Iteration 34Q: 3 clusters Score -2292702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2292707.500000 Penalty: 4718.354980
	Iteration 35Q: 3 clusters Score -2292708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2292708.000000 Penalty: 4718.354980
	Iteration 36Q: 3 clusters Score -2292708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2292710.250000 Penalty: 4718.354980
	Iteration 37Q: 3 clusters Score -2292710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2292714.250000 Penalty: 4718.354980
	Iteration 38Q: 3 clusters Score -2292714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2292714.250000 Penalty: 4718.354980
	Iteration 39Q: 3 clusters Score -2292714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2292718.750000 Penalty: 4718.354980
	Iteration 40F: 3 clusters Score -2292719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2292720.500000 Penalty: 4718.354980
	Iteration 41Q: 3 clusters Score -2292720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2292721.750000 Penalty: 4718.354980
	Iteration 42Q: 3 clusters Score -2292722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2292722.750000 Penalty: 4718.354980
	Iteration 43Q: 3 clusters Score -2292723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2292722.250000 Penalty: 4718.354980
	Iteration 44Q: 3 clusters Score -2292722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2292723.500000 Penalty: 4718.354980
	Iteration 45Q: 3 clusters Score -2292724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2292722.000000 Penalty: 4718.354980
	Iteration 46Q: 3 clusters Score -2292722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2292726.250000 Penalty: 4718.354980
	Iteration 47Q: 3 clusters Score -2292726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2292726.750000 Penalty: 4718.354980
	Iteration 48Q: 3 clusters Score -2292727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2292728.250000 Penalty: 4718.354980
	Iteration 49Q: 3 clusters Score -2292728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2292726.000000 Penalty: 4718.354980
	Iteration 50Q: 3 clusters Score -2292726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2292726.000000 Penalty: 4718.354980
	Iteration 51F: 3 clusters Score -2292726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Entering Unmasked Estep 
Score: -117266424.000000 Penalty: 216630.000000
Splitting cluster 23 changes total score from -117266120.000000 to -117266424.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 24 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -31339.281250 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -31339.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30219.240234 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -30219.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30652.328125 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -30652.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30864.679688 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -30864.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30940.875000 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -30940.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30986.074219 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -30986.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30993.404297 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -30993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31019.531250 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -31019.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31070.228516 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -31070.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31155.886719 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -31155.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31224.222656 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -31224.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31251.966797 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -31251.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31290.712891 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -31290.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31330.216797 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -31330.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31389.605469 Penalty: 2837.274658
	Iteration 13Q: 3 clusters Score -31389.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31635.970703 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -31635.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31686.660156 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -31686.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31769.382812 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -31769.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31778.435547 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -31778.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31780.193359 Penalty: 2837.274658
	Iteration 18Q: 3 clusters Score -31780.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31789.054688 Penalty: 2837.274658
	Iteration 19F: 3 clusters Score -31789.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31822.205078 Penalty: 2837.274658
	Iteration 20F: 3 clusters Score -31822.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31838.146484 Penalty: 2837.274658
	Iteration 21Q: 3 clusters Score -31838.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31842.716797 Penalty: 2837.274658
	Iteration 22Q: 3 clusters Score -31842.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31842.716797 Penalty: 2837.274658
	Iteration 23F: 3 clusters Score -31842.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 151 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 154 members 
Entering Unmasked Estep 
Score: -117265072.000000 Penalty: 219962.765625
Splitting cluster 24 changes total score from -117266120.000000 to -117265072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -44221.531250 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -44221.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42969.230469 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -42969.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43096.601562 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -43096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43145.667969 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -43145.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43177.179688 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -43177.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43204.085938 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -43204.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -43246.109375 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -43246.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43276.238281 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -43276.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43296.718750 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -43296.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43301.957031 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -43301.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43311.468750 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -43311.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43314.980469 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -43314.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43326.902344 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -43326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43326.902344 Penalty: 2850.116943
	Iteration 12F: 3 clusters Score -43326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22345.003906 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21219.806641 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21219.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21403.349609 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21403.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21497.615234 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -21497.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21540.941406 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21540.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21562.787109 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21562.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21602.511719 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21602.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21618.980469 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21618.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21629.021484 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -21629.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21632.376953 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -21632.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21632.376953 Penalty: 2829.076172
	Iteration 9F: 3 clusters Score -21632.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -401947.468750 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -401947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -399141.218750 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -399141.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -399626.687500 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -399626.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -399770.781250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -399770.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -399856.343750 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -399856.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -399905.750000 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -399905.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -399938.312500 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -399938.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -399962.875000 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -399962.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -399981.812500 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -399981.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -399993.187500 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -399993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -400000.000000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -400000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -400005.125000 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -400005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -400008.656250 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -400008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -400010.937500 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -400010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -400010.750000 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -400010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -400010.750000 Penalty: 3837.208252
	Iteration 14F: 3 clusters Score -400010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -39708.328125 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -39708.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38581.980469 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -38581.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38720.410156 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -38720.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38781.402344 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -38781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38827.953125 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -38827.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38856.230469 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -38856.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38881.039062 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -38881.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38890.761719 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -38890.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38890.761719 Penalty: 2776.817383
	Iteration 7F: 3 clusters Score -38890.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Entering Unmasked Estep 
Score: -13099533.000000 Penalty: 2788.174072
	Iteration 0F: 2 clusters Score -1.309953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -13049318.000000 Penalty: 5576.348145
	Iteration 0F: 3 clusters Score -1.304932e+07 nChanged 35912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -13069728.000000 Penalty: 5576.348145
	Iteration 1F: 3 clusters Score -1.306973e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -13070713.000000 Penalty: 5576.348145
	Iteration 2Q: 3 clusters Score -1.307071e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -13072103.000000 Penalty: 5576.348145
	Iteration 3Q: 3 clusters Score -1.30721e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -13073781.000000 Penalty: 5576.348145
	Iteration 4F: 3 clusters Score -1.307378e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -13075992.000000 Penalty: 5576.348145
	Iteration 5F: 3 clusters Score -1.307599e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -13078297.000000 Penalty: 5576.348145
	Iteration 6F: 3 clusters Score -1.30783e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -13080936.000000 Penalty: 5576.348145
	Iteration 7F: 3 clusters Score -1.308094e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -13083708.000000 Penalty: 5576.348145
	Iteration 8F: 3 clusters Score -1.308371e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -13086613.000000 Penalty: 5576.348145
	Iteration 9F: 3 clusters Score -1.308661e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -13089300.000000 Penalty: 5576.348145
	Iteration 10F: 3 clusters Score -1.30893e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -13091244.000000 Penalty: 5576.348145
	Iteration 11F: 3 clusters Score -1.309124e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -13092128.000000 Penalty: 5576.348145
	Iteration 12Q: 3 clusters Score -1.309213e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -13092436.000000 Penalty: 5576.348145
	Iteration 13Q: 3 clusters Score -1.309244e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -13092642.000000 Penalty: 5576.348145
	Iteration 14Q: 3 clusters Score -1.309264e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -13092636.000000 Penalty: 5576.348145
	Iteration 15Q: 3 clusters Score -1.309264e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -13092586.000000 Penalty: 5576.348145
	Iteration 16Q: 3 clusters Score -1.309259e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -13092684.000000 Penalty: 5576.348145
	Iteration 17Q: 3 clusters Score -1.309268e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -13092703.000000 Penalty: 5576.348145
	Iteration 18Q: 3 clusters Score -1.30927e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -13092782.000000 Penalty: 5576.348145
	Iteration 19Q: 3 clusters Score -1.309278e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -13092890.000000 Penalty: 5576.348145
	Iteration 20F: 3 clusters Score -1.309289e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -13092947.000000 Penalty: 5576.348145
	Iteration 21Q: 3 clusters Score -1.309295e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -13092944.000000 Penalty: 5576.348145
	Iteration 22Q: 3 clusters Score -1.309294e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -13092952.000000 Penalty: 5576.348145
	Iteration 23Q: 3 clusters Score -1.309295e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -13093068.000000 Penalty: 5576.348145
	Iteration 24Q: 3 clusters Score -1.309307e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -13093145.000000 Penalty: 5576.348145
	Iteration 25Q: 3 clusters Score -1.309314e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -13093259.000000 Penalty: 5576.348145
	Iteration 26Q: 3 clusters Score -1.309326e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -13093304.000000 Penalty: 5576.348145
	Iteration 27Q: 3 clusters Score -1.30933e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -13093372.000000 Penalty: 5576.348145
	Iteration 28Q: 3 clusters Score -1.309337e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -13093398.000000 Penalty: 5576.348145
	Iteration 29Q: 3 clusters Score -1.30934e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -13093511.000000 Penalty: 5576.348145
	Iteration 30Q: 3 clusters Score -1.309351e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -13093619.000000 Penalty: 5576.348145
	Iteration 31Q: 3 clusters Score -1.309362e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -13093719.000000 Penalty: 5576.348145
	Iteration 32Q: 3 clusters Score -1.309372e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -13093833.000000 Penalty: 5576.348145
	Iteration 33Q: 3 clusters Score -1.309383e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -13093953.000000 Penalty: 5576.348145
	Iteration 34Q: 3 clusters Score -1.309395e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -13094116.000000 Penalty: 5576.348145
	Iteration 35Q: 3 clusters Score -1.309412e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -13094213.000000 Penalty: 5576.348145
	Iteration 36Q: 3 clusters Score -1.309421e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -13094360.000000 Penalty: 5576.348145
	Iteration 37Q: 3 clusters Score -1.309436e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -13094460.000000 Penalty: 5576.348145
	Iteration 38Q: 3 clusters Score -1.309446e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -13094547.000000 Penalty: 5576.348145
	Iteration 39Q: 3 clusters Score -1.309455e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -13094626.000000 Penalty: 5576.348145
	Iteration 40F: 3 clusters Score -1.309463e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -13094665.000000 Penalty: 5576.348145
	Iteration 41Q: 3 clusters Score -1.309466e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -13094750.000000 Penalty: 5576.348145
	Iteration 42Q: 3 clusters Score -1.309475e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -13094846.000000 Penalty: 5576.348145
	Iteration 43Q: 3 clusters Score -1.309485e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -13094897.000000 Penalty: 5576.348145
	Iteration 44Q: 3 clusters Score -1.30949e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -13094943.000000 Penalty: 5576.348145
	Iteration 45Q: 3 clusters Score -1.309494e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.309498e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -13095045.000000 Penalty: 5576.348145
	Iteration 47Q: 3 clusters Score -1.309504e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.309508e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -13095048.000000 Penalty: 5576.348145
	Iteration 49Q: 3 clusters Score -1.309505e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -13095082.000000 Penalty: 5576.348145
	Iteration 50Q: 3 clusters Score -1.309508e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -13095102.000000 Penalty: 5576.348145
	Iteration 51Q: 3 clusters Score -1.30951e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -13095124.000000 Penalty: 5576.348145
	Iteration 52Q: 3 clusters Score -1.309512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -13095130.000000 Penalty: 5576.348145
	Iteration 53Q: 3 clusters Score -1.309513e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -13095129.000000 Penalty: 5576.348145
	Iteration 54Q: 3 clusters Score -1.309513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -13095121.000000 Penalty: 5576.348145
	Iteration 55Q: 3 clusters Score -1.309512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -13095121.000000 Penalty: 5576.348145
	Iteration 56Q: 3 clusters Score -1.309512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -13095103.000000 Penalty: 5576.348145
	Iteration 57Q: 3 clusters Score -1.30951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -13095092.000000 Penalty: 5576.348145
	Iteration 58Q: 3 clusters Score -1.309509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -13095096.000000 Penalty: 5576.348145
	Iteration 59Q: 3 clusters Score -1.30951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -13095111.000000 Penalty: 5576.348145
	Iteration 60F: 3 clusters Score -1.309511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -13095117.000000 Penalty: 5576.348145
	Iteration 61Q: 3 clusters Score -1.309512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -13095116.000000 Penalty: 5576.348145
	Iteration 62Q: 3 clusters Score -1.309512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -13095116.000000 Penalty: 5576.348145
	Iteration 63Q: 3 clusters Score -1.309512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -13095126.000000 Penalty: 5576.348145
	Iteration 64Q: 3 clusters Score -1.309513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -13095117.000000 Penalty: 5576.348145
	Iteration 65Q: 3 clusters Score -1.309512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -13095105.000000 Penalty: 5576.348145
	Iteration 66Q: 3 clusters Score -1.30951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -13095095.000000 Penalty: 5576.348145
	Iteration 67Q: 3 clusters Score -1.30951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -13095104.000000 Penalty: 5576.348145
	Iteration 68Q: 3 clusters Score -1.30951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -13095133.000000 Penalty: 5576.348145
	Iteration 69Q: 3 clusters Score -1.309513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -13095095.000000 Penalty: 5576.348145
	Iteration 70Q: 3 clusters Score -1.30951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -13095129.000000 Penalty: 5576.348145
	Iteration 71Q: 3 clusters Score -1.309513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -13095102.000000 Penalty: 5576.348145
	Iteration 72Q: 3 clusters Score -1.30951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -13095094.000000 Penalty: 5576.348145
	Iteration 73Q: 3 clusters Score -1.309509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.30951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -13095099.000000 Penalty: 5576.348145
	Iteration 75Q: 3 clusters Score -1.30951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -13095119.000000 Penalty: 5576.348145
	Iteration 76Q: 3 clusters Score -1.309512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5576.348145
	Iteration 77Q: 3 clusters Score -1.309512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -13095116.000000 Penalty: 5576.348145
	Iteration 78Q: 3 clusters Score -1.309512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -13095109.000000 Penalty: 5576.348145
	Iteration 79Q: 3 clusters Score -1.309511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -13095099.000000 Penalty: 5576.348145
	Iteration 80F: 3 clusters Score -1.30951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -13095106.000000 Penalty: 5576.348145
	Iteration 81Q: 3 clusters Score -1.309511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -13095095.000000 Penalty: 5576.348145
	Iteration 82Q: 3 clusters Score -1.30951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -13095096.000000 Penalty: 5576.348145
	Iteration 83Q: 3 clusters Score -1.30951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5576.348145
	Iteration 84Q: 3 clusters Score -1.309512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -13095113.000000 Penalty: 5576.348145
	Iteration 85Q: 3 clusters Score -1.309511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13095100.000000 Penalty: 5576.348145
	Iteration 86Q: 3 clusters Score -1.30951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13095109.000000 Penalty: 5576.348145
	Iteration 87Q: 3 clusters Score -1.309511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5576.348145
	Iteration 88Q: 3 clusters Score -1.309512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -13095092.000000 Penalty: 5576.348145
	Iteration 89Q: 3 clusters Score -1.309509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -13095117.000000 Penalty: 5576.348145
	Iteration 90Q: 3 clusters Score -1.309512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -13095087.000000 Penalty: 5576.348145
	Iteration 91Q: 3 clusters Score -1.309509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -13095119.000000 Penalty: 5576.348145
	Iteration 92Q: 3 clusters Score -1.309512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -13095109.000000 Penalty: 5576.348145
	Iteration 93Q: 3 clusters Score -1.309511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -13095123.000000 Penalty: 5576.348145
	Iteration 94Q: 3 clusters Score -1.309512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -13095122.000000 Penalty: 5576.348145
	Iteration 95Q: 3 clusters Score -1.309512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -13095130.000000 Penalty: 5576.348145
	Iteration 96Q: 3 clusters Score -1.309513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -13095106.000000 Penalty: 5576.348145
	Iteration 97Q: 3 clusters Score -1.309511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -13095091.000000 Penalty: 5576.348145
	Iteration 98Q: 3 clusters Score -1.309509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -13095099.000000 Penalty: 5576.348145
	Iteration 99Q: 3 clusters Score -1.30951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -13095102.000000 Penalty: 5576.348145
	Iteration 100F: 3 clusters Score -1.30951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -13095096.000000 Penalty: 5576.348145
	Iteration 101Q: 3 clusters Score -1.30951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -13095083.000000 Penalty: 5576.348145
	Iteration 102Q: 3 clusters Score -1.309508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -13095085.000000 Penalty: 5576.348145
	Iteration 103Q: 3 clusters Score -1.309508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -13095094.000000 Penalty: 5576.348145
	Iteration 104Q: 3 clusters Score -1.309509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5576.348145
	Iteration 105Q: 3 clusters Score -1.309512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -13095098.000000 Penalty: 5576.348145
	Iteration 106Q: 3 clusters Score -1.30951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -13095098.000000 Penalty: 5576.348145
	Iteration 107Q: 3 clusters Score -1.30951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -13095084.000000 Penalty: 5576.348145
	Iteration 108Q: 3 clusters Score -1.309508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -13095109.000000 Penalty: 5576.348145
	Iteration 109Q: 3 clusters Score -1.309511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13095097.000000 Penalty: 5576.348145
	Iteration 110Q: 3 clusters Score -1.30951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13095099.000000 Penalty: 5576.348145
	Iteration 111Q: 3 clusters Score -1.30951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13095101.000000 Penalty: 5576.348145
	Iteration 112Q: 3 clusters Score -1.30951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -13095120.000000 Penalty: 5576.348145
	Iteration 113Q: 3 clusters Score -1.309512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -13095110.000000 Penalty: 5576.348145
	Iteration 114Q: 3 clusters Score -1.309511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -13095130.000000 Penalty: 5576.348145
	Iteration 115Q: 3 clusters Score -1.309513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -13095112.000000 Penalty: 5576.348145
	Iteration 116Q: 3 clusters Score -1.309511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5576.348145
	Iteration 117Q: 3 clusters Score -1.309512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -13095094.000000 Penalty: 5576.348145
	Iteration 118Q: 3 clusters Score -1.309509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -13095100.000000 Penalty: 5576.348145
	Iteration 119Q: 3 clusters Score -1.30951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -13095101.000000 Penalty: 5576.348145
	Iteration 120F: 3 clusters Score -1.30951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -13095094.000000 Penalty: 5576.348145
	Iteration 121Q: 3 clusters Score -1.309509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -13095090.000000 Penalty: 5576.348145
	Iteration 122Q: 3 clusters Score -1.309509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -13095090.000000 Penalty: 5576.348145
	Iteration 123F: 3 clusters Score -1.309509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -1815019.125000 Penalty: 2301.845947
	Iteration 0F: 2 clusters Score -1815019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1806895.500000 Penalty: 4603.691895
	Iteration 0F: 3 clusters Score -1806896 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1809540.000000 Penalty: 4603.691895
	Iteration 1F: 3 clusters Score -1809540 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1810092.500000 Penalty: 4603.691895
	Iteration 2F: 3 clusters Score -1810092 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1810612.500000 Penalty: 4603.691895
	Iteration 3F: 3 clusters Score -1810612 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1811058.625000 Penalty: 4603.691895
	Iteration 4F: 3 clusters Score -1811059 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1811453.875000 Penalty: 4603.691895
	Iteration 5F: 3 clusters Score -1811454 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1811787.500000 Penalty: 4603.691895
	Iteration 6F: 3 clusters Score -1811788 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1812087.625000 Penalty: 4603.691895
	Iteration 7Q: 3 clusters Score -1812088 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1812348.500000 Penalty: 4603.691895
	Iteration 8Q: 3 clusters Score -1812348 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1812553.750000 Penalty: 4603.691895
	Iteration 9Q: 3 clusters Score -1812554 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1812716.625000 Penalty: 4603.691895
	Iteration 10Q: 3 clusters Score -1812717 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1812842.375000 Penalty: 4603.691895
	Iteration 11Q: 3 clusters Score -1812842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1812925.125000 Penalty: 4603.691895
	Iteration 12Q: 3 clusters Score -1812925 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1812996.000000 Penalty: 4603.691895
	Iteration 13Q: 3 clusters Score -1812996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1813046.500000 Penalty: 4603.691895
	Iteration 14Q: 3 clusters Score -1813046 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1813091.375000 Penalty: 4603.691895
	Iteration 15Q: 3 clusters Score -1813091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1813129.250000 Penalty: 4603.691895
	Iteration 16Q: 3 clusters Score -1813129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1813167.625000 Penalty: 4603.691895
	Iteration 17Q: 3 clusters Score -1813168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1813193.375000 Penalty: 4603.691895
	Iteration 18Q: 3 clusters Score -1813193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1813214.250000 Penalty: 4603.691895
	Iteration 19Q: 3 clusters Score -1813214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1813238.625000 Penalty: 4603.691895
	Iteration 20F: 3 clusters Score -1813239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1813252.875000 Penalty: 4603.691895
	Iteration 21Q: 3 clusters Score -1813253 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1813275.375000 Penalty: 4603.691895
	Iteration 22Q: 3 clusters Score -1813275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1813288.250000 Penalty: 4603.691895
	Iteration 23Q: 3 clusters Score -1813288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1813304.875000 Penalty: 4603.691895
	Iteration 24Q: 3 clusters Score -1813305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1813319.500000 Penalty: 4603.691895
	Iteration 25Q: 3 clusters Score -1813320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1813326.375000 Penalty: 4603.691895
	Iteration 26Q: 3 clusters Score -1813326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1813340.875000 Penalty: 4603.691895
	Iteration 27Q: 3 clusters Score -1813341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1813346.125000 Penalty: 4603.691895
	Iteration 28Q: 3 clusters Score -1813346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1813353.000000 Penalty: 4603.691895
	Iteration 29Q: 3 clusters Score -1813353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1813364.000000 Penalty: 4603.691895
	Iteration 30Q: 3 clusters Score -1813364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1813367.875000 Penalty: 4603.691895
	Iteration 31Q: 3 clusters Score -1813368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1813377.875000 Penalty: 4603.691895
	Iteration 32Q: 3 clusters Score -1813378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1813382.625000 Penalty: 4603.691895
	Iteration 33Q: 3 clusters Score -1813383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1813379.375000 Penalty: 4603.691895
	Iteration 34Q: 3 clusters Score -1813379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1813385.875000 Penalty: 4603.691895
	Iteration 35Q: 3 clusters Score -1813386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1813387.625000 Penalty: 4603.691895
	Iteration 36Q: 3 clusters Score -1813388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1813390.125000 Penalty: 4603.691895
	Iteration 37Q: 3 clusters Score -1813390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1813394.875000 Penalty: 4603.691895
	Iteration 38Q: 3 clusters Score -1813395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1813400.000000 Penalty: 4603.691895
	Iteration 39Q: 3 clusters Score -1813400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1813403.875000 Penalty: 4603.691895
	Iteration 40F: 3 clusters Score -1813404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1813408.500000 Penalty: 4603.691895
	Iteration 41Q: 3 clusters Score -1813408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1813413.375000 Penalty: 4603.691895
	Iteration 42Q: 3 clusters Score -1813413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1813417.000000 Penalty: 4603.691895
	Iteration 43Q: 3 clusters Score -1813417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1813415.875000 Penalty: 4603.691895
	Iteration 44Q: 3 clusters Score -1813416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1813415.500000 Penalty: 4603.691895
	Iteration 45Q: 3 clusters Score -1813416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1813418.875000 Penalty: 4603.691895
	Iteration 46Q: 3 clusters Score -1813419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1813419.125000 Penalty: 4603.691895
	Iteration 47Q: 3 clusters Score -1813419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1813424.625000 Penalty: 4603.691895
	Iteration 48Q: 3 clusters Score -1813425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1813431.250000 Penalty: 4603.691895
	Iteration 49Q: 3 clusters Score -1813431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1813429.000000 Penalty: 4603.691895
	Iteration 50Q: 3 clusters Score -1813429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1813431.000000 Penalty: 4603.691895
	Iteration 51Q: 3 clusters Score -1813431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1813435.125000 Penalty: 4603.691895
	Iteration 52Q: 3 clusters Score -1813435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1813439.875000 Penalty: 4603.691895
	Iteration 53Q: 3 clusters Score -1813440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1813445.625000 Penalty: 4603.691895
	Iteration 54Q: 3 clusters Score -1813446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1813452.750000 Penalty: 4603.691895
	Iteration 55Q: 3 clusters Score -1813453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1813450.125000 Penalty: 4603.691895
	Iteration 56Q: 3 clusters Score -1813450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1813451.125000 Penalty: 4603.691895
	Iteration 57Q: 3 clusters Score -1813451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1813451.250000 Penalty: 4603.691895
	Iteration 58Q: 3 clusters Score -1813451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1813452.250000 Penalty: 4603.691895
	Iteration 59Q: 3 clusters Score -1813452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1813459.625000 Penalty: 4603.691895
	Iteration 60F: 3 clusters Score -1813460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1813457.875000 Penalty: 4603.691895
	Iteration 61Q: 3 clusters Score -1813458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1813462.000000 Penalty: 4603.691895
	Iteration 62Q: 3 clusters Score -1813462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1813464.375000 Penalty: 4603.691895
	Iteration 63Q: 3 clusters Score -1813464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1813464.375000 Penalty: 4603.691895
	Iteration 64F: 3 clusters Score -1813464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Entering Unmasked Estep 
Score: -6799495.000000 Penalty: 2612.890625
	Iteration 0F: 2 clusters Score -6799495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -6774766.500000 Penalty: 5225.781250
	Iteration 0F: 3 clusters Score -6774766 nChanged 17243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6784227.000000 Penalty: 5225.781250
	Iteration 1F: 3 clusters Score -6784227 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -6784868.500000 Penalty: 5225.781250
	Iteration 2Q: 3 clusters Score -6784868 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -6785682.000000 Penalty: 5225.781250
	Iteration 3Q: 3 clusters Score -6785682 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6786730.000000 Penalty: 5225.781250
	Iteration 4F: 3 clusters Score -6786730 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -6788291.000000 Penalty: 5225.781250
	Iteration 5F: 3 clusters Score -6788291 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6790409.000000 Penalty: 5225.781250
	Iteration 6F: 3 clusters Score -6790409 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -6792783.000000 Penalty: 5225.781250
	Iteration 7F: 3 clusters Score -6792783 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -6794606.500000 Penalty: 5225.781250
	Iteration 8F: 3 clusters Score -6794606 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -6795660.500000 Penalty: 5225.781250
	Iteration 9Q: 3 clusters Score -6795660 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6796210 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6796587 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6796888 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6797102 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -6797256.000000 Penalty: 5225.781250
	Iteration 14Q: 3 clusters Score -6797256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -6797331.500000 Penalty: 5225.781250
	Iteration 15Q: 3 clusters Score -6797332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6797357.500000 Penalty: 5225.781250
	Iteration 16Q: 3 clusters Score -6797358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6797417.000000 Penalty: 5225.781250
	Iteration 17Q: 3 clusters Score -6797417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -6797415.500000 Penalty: 5225.781250
	Iteration 18Q: 3 clusters Score -6797416 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6797427.500000 Penalty: 5225.781250
	Iteration 19Q: 3 clusters Score -6797428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6797444.500000 Penalty: 5225.781250
	Iteration 20F: 3 clusters Score -6797444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6797459.000000 Penalty: 5225.781250
	Iteration 21Q: 3 clusters Score -6797459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6797459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6797464.500000 Penalty: 5225.781250
	Iteration 23Q: 3 clusters Score -6797464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -6797483.500000 Penalty: 5225.781250
	Iteration 24Q: 3 clusters Score -6797484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6797495.500000 Penalty: 5225.781250
	Iteration 25Q: 3 clusters Score -6797496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6797493.000000 Penalty: 5225.781250
	Iteration 26Q: 3 clusters Score -6797493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -6797490.500000 Penalty: 5225.781250
	Iteration 27Q: 3 clusters Score -6797490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6797487.000000 Penalty: 5225.781250
	Iteration 28Q: 3 clusters Score -6797487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -6797491.500000 Penalty: 5225.781250
	Iteration 29Q: 3 clusters Score -6797492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6797487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6797504.000000 Penalty: 5225.781250
	Iteration 31Q: 3 clusters Score -6797504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -6797510.500000 Penalty: 5225.781250
	Iteration 32Q: 3 clusters Score -6797510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6797510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6797514.000000 Penalty: 5225.781250
	Iteration 34Q: 3 clusters Score -6797514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6797508.500000 Penalty: 5225.781250
	Iteration 35Q: 3 clusters Score -6797508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6797501.500000 Penalty: 5225.781250
	Iteration 36Q: 3 clusters Score -6797502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6797514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -6797519.000000 Penalty: 5225.781250
	Iteration 38Q: 3 clusters Score -6797519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -6797522.500000 Penalty: 5225.781250
	Iteration 39Q: 3 clusters Score -6797522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -6797518.000000 Penalty: 5225.781250
	Iteration 40F: 3 clusters Score -6797518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6797527 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6797523.000000 Penalty: 5225.781250
	Iteration 42Q: 3 clusters Score -6797523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6797536.500000 Penalty: 5225.781250
	Iteration 43Q: 3 clusters Score -6797536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6797540.000000 Penalty: 5225.781250
	Iteration 44Q: 3 clusters Score -6797540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6797528.000000 Penalty: 5225.781250
	Iteration 45Q: 3 clusters Score -6797528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6797560.000000 Penalty: 5225.781250
	Iteration 46Q: 3 clusters Score -6797560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6797594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6797602.000000 Penalty: 5225.781250
	Iteration 48Q: 3 clusters Score -6797602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6797590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -6797597.000000 Penalty: 5225.781250
	Iteration 50Q: 3 clusters Score -6797597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -6797586.500000 Penalty: 5225.781250
	Iteration 51Q: 3 clusters Score -6797586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -6797601.500000 Penalty: 5225.781250
	Iteration 52Q: 3 clusters Score -6797602 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6797612.500000 Penalty: 5225.781250
	Iteration 53Q: 3 clusters Score -6797612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -6797622.500000 Penalty: 5225.781250
	Iteration 54Q: 3 clusters Score -6797622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -6797641.000000 Penalty: 5225.781250
	Iteration 55Q: 3 clusters Score -6797641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -6797631.000000 Penalty: 5225.781250
	Iteration 56Q: 3 clusters Score -6797631 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6797663.000000 Penalty: 5225.781250
	Iteration 57Q: 3 clusters Score -6797663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6797651.500000 Penalty: 5225.781250
	Iteration 58Q: 3 clusters Score -6797652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6797683.500000 Penalty: 5225.781250
	Iteration 59Q: 3 clusters Score -6797684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -6797691.500000 Penalty: 5225.781250
	Iteration 60F: 3 clusters Score -6797692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6797697.000000 Penalty: 5225.781250
	Iteration 61Q: 3 clusters Score -6797697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -6797680.500000 Penalty: 5225.781250
	Iteration 62Q: 3 clusters Score -6797680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6797692.500000 Penalty: 5225.781250
	Iteration 63Q: 3 clusters Score -6797692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -6797721.000000 Penalty: 5225.781250
	Iteration 64Q: 3 clusters Score -6797721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6797722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6797728.500000 Penalty: 5225.781250
	Iteration 66Q: 3 clusters Score -6797728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -6797720.500000 Penalty: 5225.781250
	Iteration 67Q: 3 clusters Score -6797720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6797728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -6797714.500000 Penalty: 5225.781250
	Iteration 69Q: 3 clusters Score -6797714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6797722.000000 Penalty: 5225.781250
	Iteration 70Q: 3 clusters Score -6797722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6797724.000000 Penalty: 5225.781250
	Iteration 71Q: 3 clusters Score -6797724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -6797723.500000 Penalty: 5225.781250
	Iteration 72Q: 3 clusters Score -6797724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6797714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -6797717.000000 Penalty: 5225.781250
	Iteration 74Q: 3 clusters Score -6797717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6797710.000000 Penalty: 5225.781250
	Iteration 75Q: 3 clusters Score -6797710 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6797724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -6797730.000000 Penalty: 5225.781250
	Iteration 77Q: 3 clusters Score -6797730 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6797728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6797736.500000 Penalty: 5225.781250
	Iteration 79Q: 3 clusters Score -6797736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6797750.500000 Penalty: 5225.781250
	Iteration 80F: 3 clusters Score -6797750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -6797759.500000 Penalty: 5225.781250
	Iteration 81Q: 3 clusters Score -6797760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -6797761.000000 Penalty: 5225.781250
	Iteration 82Q: 3 clusters Score -6797761 nChanged 117
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Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -6797769.000000 Penalty: 5225.781250
	Iteration 83Q: 3 clusters Score -6797769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6797766.000000 Penalty: 5225.781250
	Iteration 84Q: 3 clusters Score -6797766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6797773.000000 Penalty: 5225.781250
	Iteration 85Q: 3 clusters Score -6797773 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6797776.000000 Penalty: 5225.781250
	Iteration 86Q: 3 clusters Score -6797776 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6797781.000000 Penalty: 5225.781250
	Iteration 87Q: 3 clusters Score -6797781 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -6797785.500000 Penalty: 5225.781250
	Iteration 88Q: 3 clusters Score -6797786 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6797771.000000 Penalty: 5225.781250
	Iteration 89Q: 3 clusters Score -6797771 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6797778.000000 Penalty: 5225.781250
	Iteration 90Q: 3 clusters Score -6797778 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6797787.000000 Penalty: 5225.781250
	Iteration 91Q: 3 clusters Score -6797787 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6797794 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6797793.500000 Penalty: 5225.781250
	Iteration 93Q: 3 clusters Score -6797794 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6797807.000000 Penalty: 5225.781250
	Iteration 94Q: 3 clusters Score -6797807 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6797808 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6797810 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -6797803.000000 Penalty: 5225.781250
	Iteration 97Q: 3 clusters Score -6797803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6797812.000000 Penalty: 5225.781250
	Iteration 98Q: 3 clusters Score -6797812 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -6797815.000000 Penalty: 5225.781250
	Iteration 99Q: 3 clusters Score -6797815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6797820.500000 Penalty: 5225.781250
	Iteration 100F: 3 clusters Score -6797820 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6797812 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6797815 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6797816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6797824 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6797831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6797836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6797858 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6797850 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6797868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6797854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6797858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6797868 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6797870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6797894 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -6797883.500000 Penalty: 5225.781250
	Iteration 115Q: 3 clusters Score -6797884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6797884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6797901.000000 Penalty: 5225.781250
	Iteration 117Q: 3 clusters Score -6797901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -6797910.500000 Penalty: 5225.781250
	Iteration 118Q: 3 clusters Score -6797910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6797892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -6797877.500000 Penalty: 5225.781250
	Iteration 120F: 3 clusters Score -6797878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6797901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -6797911.000000 Penalty: 5225.781250
	Iteration 122Q: 3 clusters Score -6797911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6797933.000000 Penalty: 5225.781250
	Iteration 123Q: 3 clusters Score -6797933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6797940.500000 Penalty: 5225.781250
	Iteration 124Q: 3 clusters Score -6797940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6797931.000000 Penalty: 5225.781250
	Iteration 125Q: 3 clusters Score -6797931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -6797941.500000 Penalty: 5225.781250
	Iteration 126Q: 3 clusters Score -6797942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6797941.500000 Penalty: 5225.781250
	Iteration 127Q: 3 clusters Score -6797942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -6797962.000000 Penalty: 5225.781250
	Iteration 128Q: 3 clusters Score -6797962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6797964.500000 Penalty: 5225.781250
	Iteration 129Q: 3 clusters Score -6797964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6797961.500000 Penalty: 5225.781250
	Iteration 130Q: 3 clusters Score -6797962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -6797983.500000 Penalty: 5225.781250
	Iteration 131Q: 3 clusters Score -6797984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -6798001.000000 Penalty: 5225.781250
	Iteration 132Q: 3 clusters Score -6798001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6798018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6798015.500000 Penalty: 5225.781250
	Iteration 134Q: 3 clusters Score -6798016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6798005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6798025 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6798022.500000 Penalty: 5225.781250
	Iteration 137Q: 3 clusters Score -6798022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6798037.000000 Penalty: 5225.781250
	Iteration 138Q: 3 clusters Score -6798037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -6798051.000000 Penalty: 5225.781250
	Iteration 139Q: 3 clusters Score -6798051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -6798088.000000 Penalty: 5225.781250
	Iteration 140F: 3 clusters Score -6798088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6798086.000000 Penalty: 5225.781250
	Iteration 141Q: 3 clusters Score -6798086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -6798081.000000 Penalty: 5225.781250
	Iteration 142Q: 3 clusters Score -6798081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -6798070.500000 Penalty: 5225.781250
	Iteration 143Q: 3 clusters Score -6798070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -6798082.000000 Penalty: 5225.781250
	Iteration 144Q: 3 clusters Score -6798082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -6798085.000000 Penalty: 5225.781250
	Iteration 145Q: 3 clusters Score -6798085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6798092.000000 Penalty: 5225.781250
	Iteration 146Q: 3 clusters Score -6798092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6798100.500000 Penalty: 5225.781250
	Iteration 147Q: 3 clusters Score -6798100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -6798110.000000 Penalty: 5225.781250
	Iteration 148Q: 3 clusters Score -6798110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -6798091.500000 Penalty: 5225.781250
	Iteration 149Q: 3 clusters Score -6798092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6798105.500000 Penalty: 5225.781250
	Iteration 150Q: 3 clusters Score -6798106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6798099.500000 Penalty: 5225.781250
	Iteration 151Q: 3 clusters Score -6798100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -6798101.500000 Penalty: 5225.781250
	Iteration 152Q: 3 clusters Score -6798102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -6798102.000000 Penalty: 5225.781250
	Iteration 153Q: 3 clusters Score -6798102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -6798116.500000 Penalty: 5225.781250
	Iteration 154Q: 3 clusters Score -6798116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -6798109.500000 Penalty: 5225.781250
	Iteration 155Q: 3 clusters Score -6798110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -6798109.000000 Penalty: 5225.781250
	Iteration 156Q: 3 clusters Score -6798109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6798105.500000 Penalty: 5225.781250
	Iteration 157Q: 3 clusters Score -6798106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6798114.500000 Penalty: 5225.781250
	Iteration 158Q: 3 clusters Score -6798114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6798115.000000 Penalty: 5225.781250
	Iteration 159Q: 3 clusters Score -6798115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6798123.500000 Penalty: 5225.781250
	Iteration 160F: 3 clusters Score -6798124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -6798121.500000 Penalty: 5225.781250
	Iteration 161Q: 3 clusters Score -6798122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6798123.500000 Penalty: 5225.781250
	Iteration 162Q: 3 clusters Score -6798124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -6798123.500000 Penalty: 5225.781250
	Iteration 163Q: 3 clusters Score -6798124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -6798124.000000 Penalty: 5225.781250
	Iteration 164Q: 3 clusters Score -6798124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6798128.500000 Penalty: 5225.781250
	Iteration 165Q: 3 clusters Score -6798128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6798128.500000 Penalty: 5225.781250
	Iteration 166Q: 3 clusters Score -6798128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -6798134.000000 Penalty: 5225.781250
	Iteration 167Q: 3 clusters Score -6798134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6798124.000000 Penalty: 5225.781250
	Iteration 168Q: 3 clusters Score -6798124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6798129.500000 Penalty: 5225.781250
	Iteration 169Q: 3 clusters Score -6798130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -6798128.000000 Penalty: 5225.781250
	Iteration 170Q: 3 clusters Score -6798128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -6798125.500000 Penalty: 5225.781250
	Iteration 171Q: 3 clusters Score -6798126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6798135.500000 Penalty: 5225.781250
	Iteration 172Q: 3 clusters Score -6798136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6798132.000000 Penalty: 5225.781250
	Iteration 173Q: 3 clusters Score -6798132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -6798130.500000 Penalty: 5225.781250
	Iteration 174Q: 3 clusters Score -6798130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6798134.000000 Penalty: 5225.781250
	Iteration 175Q: 3 clusters Score -6798134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6798138.500000 Penalty: 5225.781250
	Iteration 176Q: 3 clusters Score -6798138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -6798133.500000 Penalty: 5225.781250
	Iteration 177Q: 3 clusters Score -6798134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -6798139.000000 Penalty: 5225.781250
	Iteration 178Q: 3 clusters Score -6798139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -6798136.500000 Penalty: 5225.781250
	Iteration 179Q: 3 clusters Score -6798136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -6798134.000000 Penalty: 5225.781250
	Iteration 180F: 3 clusters Score -6798134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6798136.500000 Penalty: 5225.781250
	Iteration 181Q: 3 clusters Score -6798136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6798140.000000 Penalty: 5225.781250
	Iteration 182Q: 3 clusters Score -6798140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6798139.500000 Penalty: 5225.781250
	Iteration 183Q: 3 clusters Score -6798140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -6798144.500000 Penalty: 5225.781250
	Iteration 184Q: 3 clusters Score -6798144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6798147.000000 Penalty: 5225.781250
	Iteration 185Q: 3 clusters Score -6798147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -6798141.000000 Penalty: 5225.781250
	Iteration 186Q: 3 clusters Score -6798141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6798145.000000 Penalty: 5225.781250
	Iteration 187Q: 3 clusters Score -6798145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6798148.000000 Penalty: 5225.781250
	Iteration 188Q: 3 clusters Score -6798148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6798148.000000 Penalty: 5225.781250
	Iteration 189F: 3 clusters Score -6798148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35430 members 
Entering Unmasked Estep 
Score: -6388026.500000 Penalty: 2597.877930
	Iteration 0F: 2 clusters Score -6388026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -6364728.000000 Penalty: 5195.755859
	Iteration 0F: 3 clusters Score -6364728 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -6373600.000000 Penalty: 5195.755859
	Iteration 1F: 3 clusters Score -6373600 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -6374053.000000 Penalty: 5195.755859
	Iteration 2Q: 3 clusters Score -6374053 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -6374485.000000 Penalty: 5195.755859
	Iteration 3Q: 3 clusters Score -6374485 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -6374917.000000 Penalty: 5195.755859
	Iteration 4Q: 3 clusters Score -6374917 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -6375427.500000 Penalty: 5195.755859
	Iteration 5Q: 3 clusters Score -6375428 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -6376059.500000 Penalty: 5195.755859
	Iteration 6Q: 3 clusters Score -6376060 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -6376963.000000 Penalty: 5195.755859
	Iteration 7Q: 3 clusters Score -6376963 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -6378154.000000 Penalty: 5195.755859
	Iteration 8F: 3 clusters Score -6378154 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -6379712.500000 Penalty: 5195.755859
	Iteration 9F: 3 clusters Score -6379712 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6381423.500000 Penalty: 5195.755859
	Iteration 10F: 3 clusters Score -6381424 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -6383020.000000 Penalty: 5195.755859
	Iteration 11F: 3 clusters Score -6383020 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6384244.500000 Penalty: 5195.755859
	Iteration 12Q: 3 clusters Score -6384244 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6385033.000000 Penalty: 5195.755859
	Iteration 13Q: 3 clusters Score -6385033 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6385408.000000 Penalty: 5195.755859
	Iteration 14Q: 3 clusters Score -6385408 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6385579.000000 Penalty: 5195.755859
	Iteration 15Q: 3 clusters Score -6385579 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6385689.500000 Penalty: 5195.755859
	Iteration 16Q: 3 clusters Score -6385690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6385760.000000 Penalty: 5195.755859
	Iteration 17Q: 3 clusters Score -6385760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6385793.500000 Penalty: 5195.755859
	Iteration 18Q: 3 clusters Score -6385794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6385798.500000 Penalty: 5195.755859
	Iteration 19Q: 3 clusters Score -6385798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6385819.000000 Penalty: 5195.755859
	Iteration 20F: 3 clusters Score -6385819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6385832.000000 Penalty: 5195.755859
	Iteration 21Q: 3 clusters Score -6385832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6385847.000000 Penalty: 5195.755859
	Iteration 22Q: 3 clusters Score -6385847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6385856.500000 Penalty: 5195.755859
	Iteration 23Q: 3 clusters Score -6385856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6385869.500000 Penalty: 5195.755859
	Iteration 24Q: 3 clusters Score -6385870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6385897.000000 Penalty: 5195.755859
	Iteration 25Q: 3 clusters Score -6385897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6385896.000000 Penalty: 5195.755859
	Iteration 26Q: 3 clusters Score -6385896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6385896.000000 Penalty: 5195.755859
	Iteration 27Q: 3 clusters Score -6385896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6385896.000000 Penalty: 5195.755859
	Iteration 28F: 3 clusters Score -6385896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Entering Unmasked Estep 
Score: -2038305.750000 Penalty: 2336.228516
	Iteration 0F: 2 clusters Score -2038306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2029128.125000 Penalty: 4672.457031
	Iteration 0F: 3 clusters Score -2029128 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2032212.000000 Penalty: 4672.457031
	Iteration 1F: 3 clusters Score -2032212 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2033057.625000 Penalty: 4672.457031
	Iteration 2F: 3 clusters Score -2033058 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2033966.500000 Penalty: 4672.457031
	Iteration 3F: 3 clusters Score -2033966 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2034834.125000 Penalty: 4672.457031
	Iteration 4F: 3 clusters Score -2034834 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2035486.750000 Penalty: 4672.457031
	Iteration 5F: 3 clusters Score -2035487 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2035894.625000 Penalty: 4672.457031
	Iteration 6F: 3 clusters Score -2035895 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2036155.875000 Penalty: 4672.457031
	Iteration 7Q: 3 clusters Score -2036156 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2036356.500000 Penalty: 4672.457031
	Iteration 8Q: 3 clusters Score -2036356 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2036484.125000 Penalty: 4672.457031
	Iteration 9Q: 3 clusters Score -2036484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2036563.500000 Penalty: 4672.457031
	Iteration 10Q: 3 clusters Score -2036564 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2036636.000000 Penalty: 4672.457031
	Iteration 11Q: 3 clusters Score -2036636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2036693.000000 Penalty: 4672.457031
	Iteration 12Q: 3 clusters Score -2036693 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2036736.875000 Penalty: 4672.457031
	Iteration 13Q: 3 clusters Score -2036737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2036775.125000 Penalty: 4672.457031
	Iteration 14Q: 3 clusters Score -2036775 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2036795.750000 Penalty: 4672.457031
	Iteration 15Q: 3 clusters Score -2036796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2036813.625000 Penalty: 4672.457031
	Iteration 16Q: 3 clusters Score -2036814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2036829.125000 Penalty: 4672.457031
	Iteration 17Q: 3 clusters Score -2036829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2036836.750000 Penalty: 4672.457031
	Iteration 18Q: 3 clusters Score -2036837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2036848.250000 Penalty: 4672.457031
	Iteration 19Q: 3 clusters Score -2036848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2036872.500000 Penalty: 4672.457031
	Iteration 20F: 3 clusters Score -2036872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2036894.500000 Penalty: 4672.457031
	Iteration 21Q: 3 clusters Score -2036894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2036910.125000 Penalty: 4672.457031
	Iteration 22Q: 3 clusters Score -2036910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2036929.250000 Penalty: 4672.457031
	Iteration 23Q: 3 clusters Score -2036929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2036944.250000 Penalty: 4672.457031
	Iteration 24Q: 3 clusters Score -2036944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2036958.625000 Penalty: 4672.457031
	Iteration 25Q: 3 clusters Score -2036959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2036976.000000 Penalty: 4672.457031
	Iteration 26Q: 3 clusters Score -2036976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2036998.500000 Penalty: 4672.457031
	Iteration 27Q: 3 clusters Score -2036998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2037006.750000 Penalty: 4672.457031
	Iteration 28Q: 3 clusters Score -2037007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2037015.625000 Penalty: 4672.457031
	Iteration 29Q: 3 clusters Score -2037016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2037022.625000 Penalty: 4672.457031
	Iteration 30Q: 3 clusters Score -2037023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2037028.250000 Penalty: 4672.457031
	Iteration 31Q: 3 clusters Score -2037028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2037041.250000 Penalty: 4672.457031
	Iteration 32Q: 3 clusters Score -2037041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2037046.500000 Penalty: 4672.457031
	Iteration 33Q: 3 clusters Score -2037046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2037055.125000 Penalty: 4672.457031
	Iteration 34Q: 3 clusters Score -2037055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2037061.875000 Penalty: 4672.457031
	Iteration 35Q: 3 clusters Score -2037062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2037069.000000 Penalty: 4672.457031
	Iteration 36Q: 3 clusters Score -2037069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2037075.375000 Penalty: 4672.457031
	Iteration 37Q: 3 clusters Score -2037075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2037083.250000 Penalty: 4672.457031
	Iteration 38Q: 3 clusters Score -2037083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2037090.750000 Penalty: 4672.457031
	Iteration 39Q: 3 clusters Score -2037091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2037110.125000 Penalty: 4672.457031
	Iteration 40F: 3 clusters Score -2037110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2037134.000000 Penalty: 4672.457031
	Iteration 41Q: 3 clusters Score -2037134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2037160.750000 Penalty: 4672.457031
	Iteration 42Q: 3 clusters Score -2037161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2037190.625000 Penalty: 4672.457031
	Iteration 43Q: 3 clusters Score -2037191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2037228.500000 Penalty: 4672.457031
	Iteration 44Q: 3 clusters Score -2037228 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2037273.625000 Penalty: 4672.457031
	Iteration 45Q: 3 clusters Score -2037274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2037333.125000 Penalty: 4672.457031
	Iteration 46Q: 3 clusters Score -2037333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2037416.375000 Penalty: 4672.457031
	Iteration 47Q: 3 clusters Score -2037416 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2037549.125000 Penalty: 4672.457031
	Iteration 48Q: 3 clusters Score -2037549 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2037738.125000 Penalty: 4672.457031
	Iteration 49Q: 3 clusters Score -2037738 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2037983.500000 Penalty: 4672.457031
	Iteration 50Q: 3 clusters Score -2037984 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2038167.875000 Penalty: 4672.457031
	Iteration 51Q: 3 clusters Score -2038168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2038284.375000 Penalty: 4672.457031
	Iteration 52Q: 3 clusters Score -2038284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2038338.375000 Penalty: 4672.457031
	Iteration 53Q: 3 clusters Score -2038338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2038385.375000 Penalty: 4672.457031
	Iteration 54Q: 3 clusters Score -2038385 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2038404.250000 Penalty: 4672.457031
	Iteration 55Q: 3 clusters Score -2038404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2038416.875000 Penalty: 4672.457031
	Iteration 56Q: 3 clusters Score -2038417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2038431.375000 Penalty: 4672.457031
	Iteration 57Q: 3 clusters Score -2038431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2038439.875000 Penalty: 4672.457031
	Iteration 58Q: 3 clusters Score -2038440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2038448.625000 Penalty: 4672.457031
	Iteration 59Q: 3 clusters Score -2038449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2038449.750000 Penalty: 4672.457031
	Iteration 60F: 3 clusters Score -2038450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2038456.125000 Penalty: 4672.457031
	Iteration 61Q: 3 clusters Score -2038456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2038458.500000 Penalty: 4672.457031
	Iteration 62Q: 3 clusters Score -2038458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2038464.500000 Penalty: 4672.457031
	Iteration 63Q: 3 clusters Score -2038464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2038469.500000 Penalty: 4672.457031
	Iteration 64Q: 3 clusters Score -2038470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2038466.750000 Penalty: 4672.457031
	Iteration 65Q: 3 clusters Score -2038467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2038465.000000 Penalty: 4672.457031
	Iteration 66Q: 3 clusters Score -2038465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2038466.375000 Penalty: 4672.457031
	Iteration 67Q: 3 clusters Score -2038466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2038468.250000 Penalty: 4672.457031
	Iteration 68Q: 3 clusters Score -2038468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2038468.250000 Penalty: 4672.457031
	Iteration 69F: 3 clusters Score -2038468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 3741 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 8595 members 
Entering Unmasked Estep 
Score: -117265464.000000 Penalty: 219962.765625
Splitting cluster 33 changes total score from -117266120.000000 to -117265464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -182386.734375 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -182386.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -180442.968750 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -180443 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -180773.312500 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -180773.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -180882.109375 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -180882.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180958.484375 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -180958.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -180983.187500 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -180983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181000.843750 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -181000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181019.062500 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -181019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181030.453125 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -181030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -181036.093750 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -181036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -181041.265625 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -181041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -181047.890625 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -181047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181052.593750 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -181052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181052.593750 Penalty: 3447.604004
	Iteration 12F: 3 clusters Score -181052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -271578.375000 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -271578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -269204.531250 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -269204.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -269746.187500 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -269746.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -270000.843750 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -270000.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -270238.000000 Penalty: 3667.058350
	Iteration 3F: 3 clusters Score -270238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -270486.937500 Penalty: 3667.058350
	Iteration 4F: 3 clusters Score -270486.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -270787.125000 Penalty: 3667.058350
	Iteration 5F: 3 clusters Score -270787.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -271109.406250 Penalty: 3667.058350
	Iteration 6F: 3 clusters Score -271109.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -271391.062500 Penalty: 3667.058350
	Iteration 7Q: 3 clusters Score -271391.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -271638.843750 Penalty: 3667.058350
	Iteration 8Q: 3 clusters Score -271638.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -271854.000000 Penalty: 3667.058350
	Iteration 9Q: 3 clusters Score -271854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -272000.312500 Penalty: 3667.058350
	Iteration 10Q: 3 clusters Score -272000.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -272076.187500 Penalty: 3667.058350
	Iteration 11Q: 3 clusters Score -272076.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -272124.656250 Penalty: 3667.058350
	Iteration 12Q: 3 clusters Score -272124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -272165.593750 Penalty: 3667.058350
	Iteration 13Q: 3 clusters Score -272165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -272179.593750 Penalty: 3667.058350
	Iteration 14Q: 3 clusters Score -272179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -272187.062500 Penalty: 3667.058350
	Iteration 15Q: 3 clusters Score -272187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -272194.625000 Penalty: 3667.058350
	Iteration 16Q: 3 clusters Score -272194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -272196.187500 Penalty: 3667.058350
	Iteration 17Q: 3 clusters Score -272196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -272196.750000 Penalty: 3667.058350
	Iteration 18Q: 3 clusters Score -272196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -272208.125000 Penalty: 3667.058350
	Iteration 19F: 3 clusters Score -272208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -272227.187500 Penalty: 3667.058350
	Iteration 20F: 3 clusters Score -272227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -272234.937500 Penalty: 3667.058350
	Iteration 21Q: 3 clusters Score -272234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -272234.937500 Penalty: 3667.058350
	Iteration 22F: 3 clusters Score -272234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 906 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 719 members 
Entering Unmasked Estep 
Score: -117265608.000000 Penalty: 219962.765625
Splitting cluster 35 changes total score from -117266120.000000 to -117265608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -409346.031250 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -409346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -406454.781250 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -406454.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -407072.843750 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -407072.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -407275.968750 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -407276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -407447.093750 Penalty: 3875.942383
	Iteration 3F: 3 clusters Score -407447.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -407609.125000 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -407609.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -407773.093750 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -407773.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -407913.843750 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -407913.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -408046.343750 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -408046.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -408172.406250 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -408172.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -408256.781250 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -408256.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -408320.625000 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -408320.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -408365.468750 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -408365.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -408387.687500 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -408387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -408400.375000 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -408400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -408408.625000 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -408408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -408413.125000 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -408413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -408415.531250 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -408415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -408415.531250 Penalty: 3875.942383
	Iteration 17F: 3 clusters Score -408415.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -284443.000000 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -284443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -282050.250000 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -282050.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -282421.531250 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -282421.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -282520.531250 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -282520.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -282574.500000 Penalty: 3664.610840
	Iteration 3Q: 3 clusters Score -282574.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282610.781250 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -282610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282631.625000 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -282631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -282647.312500 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -282647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -282658.031250 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -282658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282663.687500 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -282663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282668.812500 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -282668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -282681.875000 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -282681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282693.781250 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -282693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282701.187500 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -282701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -282704.656250 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -282704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -282706.843750 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -282706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -282707.718750 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -282707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282708.437500 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -282708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282708.437500 Penalty: 3664.610840
	Iteration 17F: 3 clusters Score -282708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -461619.625000 Penalty: 1981.074463
	Iteration 0F: 2 clusters Score -461619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458464.625000 Penalty: 3962.148926
	Iteration 0F: 3 clusters Score -458464.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -459663.125000 Penalty: 3962.148926
	Iteration 1F: 3 clusters Score -459663.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -460240.531250 Penalty: 3962.148926
	Iteration 2F: 3 clusters Score -460240.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -460730.000000 Penalty: 3962.148926
	Iteration 3F: 3 clusters Score -460730 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -461132.000000 Penalty: 3962.148926
	Iteration 4F: 3 clusters Score -461132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -461406.500000 Penalty: 3962.148926
	Iteration 5F: 3 clusters Score -461406.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -461604.843750 Penalty: 3962.148926
	Iteration 6Q: 3 clusters Score -461604.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -461694.312500 Penalty: 3962.148926
	Iteration 7Q: 3 clusters Score -461694.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -461755.000000 Penalty: 3962.148926
	Iteration 8Q: 3 clusters Score -461755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -461800.781250 Penalty: 3962.148926
	Iteration 9Q: 3 clusters Score -461800.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -461834.156250 Penalty: 3962.148926
	Iteration 10Q: 3 clusters Score -461834.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -461868.406250 Penalty: 3962.148926
	Iteration 11Q: 3 clusters Score -461868.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -461890.531250 Penalty: 3962.148926
	Iteration 12Q: 3 clusters Score -461890.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -461913.687500 Penalty: 3962.148926
	Iteration 13Q: 3 clusters Score -461913.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -461930.812500 Penalty: 3962.148926
	Iteration 14Q: 3 clusters Score -461930.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -461947.187500 Penalty: 3962.148926
	Iteration 15Q: 3 clusters Score -461947.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -461960.343750 Penalty: 3962.148926
	Iteration 16Q: 3 clusters Score -461960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -461967.468750 Penalty: 3962.148926
	Iteration 17Q: 3 clusters Score -461967.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -461976.093750 Penalty: 3962.148926
	Iteration 18Q: 3 clusters Score -461976.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -461982.468750 Penalty: 3962.148926
	Iteration 19Q: 3 clusters Score -461982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -461987.625000 Penalty: 3962.148926
	Iteration 20F: 3 clusters Score -461987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -461991.093750 Penalty: 3962.148926
	Iteration 21Q: 3 clusters Score -461991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -461995.906250 Penalty: 3962.148926
	Iteration 22Q: 3 clusters Score -461995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -462000.687500 Penalty: 3962.148926
	Iteration 23Q: 3 clusters Score -462000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -462004.843750 Penalty: 3962.148926
	Iteration 24Q: 3 clusters Score -462004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -462007.375000 Penalty: 3962.148926
	Iteration 25Q: 3 clusters Score -462007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -462013.343750 Penalty: 3962.148926
	Iteration 26Q: 3 clusters Score -462013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -462017.968750 Penalty: 3962.148926
	Iteration 27Q: 3 clusters Score -462018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -462019.312500 Penalty: 3962.148926
	Iteration 28Q: 3 clusters Score -462019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -462023.093750 Penalty: 3962.148926
	Iteration 29Q: 3 clusters Score -462023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -462024.875000 Penalty: 3962.148926
	Iteration 30Q: 3 clusters Score -462024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -462028.281250 Penalty: 3962.148926
	Iteration 31Q: 3 clusters Score -462028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -462031.281250 Penalty: 3962.148926
	Iteration 32Q: 3 clusters Score -462031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -462033.125000 Penalty: 3962.148926
	Iteration 33Q: 3 clusters Score -462033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -462033.812500 Penalty: 3962.148926
	Iteration 34Q: 3 clusters Score -462033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -462037.843750 Penalty: 3962.148926
	Iteration 35Q: 3 clusters Score -462037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -462048.750000 Penalty: 3962.148926
	Iteration 36Q: 3 clusters Score -462048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -462062.031250 Penalty: 3962.148926
	Iteration 37Q: 3 clusters Score -462062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -462077.343750 Penalty: 3962.148926
	Iteration 38Q: 3 clusters Score -462077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -462090.375000 Penalty: 3962.148926
	Iteration 39Q: 3 clusters Score -462090.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -462101.875000 Penalty: 3962.148926
	Iteration 40F: 3 clusters Score -462101.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -462114.500000 Penalty: 3962.148926
	Iteration 41Q: 3 clusters Score -462114.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -462130.562500 Penalty: 3962.148926
	Iteration 42Q: 3 clusters Score -462130.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -462152.781250 Penalty: 3962.148926
	Iteration 43Q: 3 clusters Score -462152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -462176.125000 Penalty: 3962.148926
	Iteration 44Q: 3 clusters Score -462176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -462185.031250 Penalty: 3962.148926
	Iteration 45Q: 3 clusters Score -462185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -462186.718750 Penalty: 3962.148926
	Iteration 46Q: 3 clusters Score -462186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -462188.125000 Penalty: 3962.148926
	Iteration 47Q: 3 clusters Score -462188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -462188.375000 Penalty: 3962.148926
	Iteration 48Q: 3 clusters Score -462188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -462188.312500 Penalty: 3962.148926
	Iteration 49Q: 3 clusters Score -462188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -462188.312500 Penalty: 3962.148926
	Iteration 50F: 3 clusters Score -462188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 1809 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 4875 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 1137 members 
Entering Unmasked Estep 
Score: -117265848.000000 Penalty: 219962.765625
Splitting cluster 38 changes total score from -117266120.000000 to -117265848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (10231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Entering Unmasked Estep 
Score: -1774007.125000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1774007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1766187.375000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1766187 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1768681.250000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1768681 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1769208.000000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1769208 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1769706.625000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1769707 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1770179.125000 Penalty: 4579.655762
	Iteration 4F: 3 clusters Score -1770179 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1770550.250000 Penalty: 4579.655762
	Iteration 5F: 3 clusters Score -1770550 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1770847.625000 Penalty: 4579.655762
	Iteration 6Q: 3 clusters Score -1770848 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1771147.875000 Penalty: 4579.655762
	Iteration 7Q: 3 clusters Score -1771148 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1771415.625000 Penalty: 4579.655762
	Iteration 8Q: 3 clusters Score -1771416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1771634.000000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1771634 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1771817.750000 Penalty: 4579.655762
	Iteration 10Q: 3 clusters Score -1771818 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1771941.375000 Penalty: 4579.655762
	Iteration 11Q: 3 clusters Score -1771941 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1772047.000000 Penalty: 4579.655762
	Iteration 12Q: 3 clusters Score -1772047 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1772129.500000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1772130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1772186.750000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1772187 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1772235.000000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1772235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1772304.500000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1772304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1772351.250000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1772351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1772389.875000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1772390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1772418.250000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1772418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1772443.125000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1772443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1772462.625000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1772463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1772488.250000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1772488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1772503.125000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1772503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1772511.625000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1772512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1772518.625000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1772519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1772525.125000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1772525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1772537.125000 Penalty: 4579.655762
	Iteration 27Q: 3 clusters Score -1772537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1772536.250000 Penalty: 4579.655762
	Iteration 28Q: 3 clusters Score -1772536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1772542.875000 Penalty: 4579.655762
	Iteration 29Q: 3 clusters Score -1772543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1772545.500000 Penalty: 4579.655762
	Iteration 30Q: 3 clusters Score -1772546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1772547.375000 Penalty: 4579.655762
	Iteration 31Q: 3 clusters Score -1772547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1772548.125000 Penalty: 4579.655762
	Iteration 32Q: 3 clusters Score -1772548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1772548.000000 Penalty: 4579.655762
	Iteration 33Q: 3 clusters Score -1772548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1772548.750000 Penalty: 4579.655762
	Iteration 34Q: 3 clusters Score -1772549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1772547.875000 Penalty: 4579.655762
	Iteration 35Q: 3 clusters Score -1772548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1772550.750000 Penalty: 4579.655762
	Iteration 36Q: 3 clusters Score -1772551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1772549.000000 Penalty: 4579.655762
	Iteration 37Q: 3 clusters Score -1772549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1772548.625000 Penalty: 4579.655762
	Iteration 38Q: 3 clusters Score -1772549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1772550.625000 Penalty: 4579.655762
	Iteration 39Q: 3 clusters Score -1772551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1772550.625000 Penalty: 4579.655762
	Iteration 40F: 3 clusters Score -1772551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -851081.562500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -851081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -846494.875000 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -846494.9 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -847894.000000 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -847894 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -848442.000000 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -848442 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -849052.875000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -849052.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -849596.625000 Penalty: 4238.128418
	Iteration 4F: 3 clusters Score -849596.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -849994.250000 Penalty: 4238.128418
	Iteration 5F: 3 clusters Score -849994.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -850283.312500 Penalty: 4238.128418
	Iteration 6F: 3 clusters Score -850283.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -850465.000000 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -850465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -850589.562500 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -850589.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -850656.625000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -850656.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -850686.187500 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -850686.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -850705.687500 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -850705.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -850719.875000 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -850719.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -850726.125000 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -850726.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -850733.062500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -850733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -850737.562500 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -850737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -850742.562500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -850742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -850744.000000 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -850744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -850743.062500 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -850743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -850743.062500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -850743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -850745.125000 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -850745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Entering Unmasked Estep 
Score: -2918463.000000 Penalty: 2417.142090
	Iteration 0F: 2 clusters Score -2918463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2906414.500000 Penalty: 4834.284180
	Iteration 0F: 3 clusters Score -2906414 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2911104.250000 Penalty: 4834.284180
	Iteration 1F: 3 clusters Score -2911104 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2912227.750000 Penalty: 4834.284180
	Iteration 2F: 3 clusters Score -2912228 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2913504.250000 Penalty: 4834.284180
	Iteration 3F: 3 clusters Score -2913504 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2914629.250000 Penalty: 4834.284180
	Iteration 4F: 3 clusters Score -2914629 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2915483.250000 Penalty: 4834.284180
	Iteration 5F: 3 clusters Score -2915483 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2916000.000000 Penalty: 4834.284180
	Iteration 6F: 3 clusters Score -2916000 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2916328.750000 Penalty: 4834.284180
	Iteration 7Q: 3 clusters Score -2916329 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2916531.000000 Penalty: 4834.284180
	Iteration 8Q: 3 clusters Score -2916531 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2916664.000000 Penalty: 4834.284180
	Iteration 9Q: 3 clusters Score -2916664 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2916762.500000 Penalty: 4834.284180
	Iteration 10Q: 3 clusters Score -2916762 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2916834.250000 Penalty: 4834.284180
	Iteration 11Q: 3 clusters Score -2916834 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2916906.750000 Penalty: 4834.284180
	Iteration 12Q: 3 clusters Score -2916907 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2916964.000000 Penalty: 4834.284180
	Iteration 13Q: 3 clusters Score -2916964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2917004.750000 Penalty: 4834.284180
	Iteration 14Q: 3 clusters Score -2917005 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2917037.000000 Penalty: 4834.284180
	Iteration 15Q: 3 clusters Score -2917037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2917060.000000 Penalty: 4834.284180
	Iteration 16Q: 3 clusters Score -2917060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2917089.750000 Penalty: 4834.284180
	Iteration 17Q: 3 clusters Score -2917090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2917100.250000 Penalty: 4834.284180
	Iteration 18Q: 3 clusters Score -2917100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2917113.000000 Penalty: 4834.284180
	Iteration 19Q: 3 clusters Score -2917113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2917139.500000 Penalty: 4834.284180
	Iteration 20F: 3 clusters Score -2917140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2917149.250000 Penalty: 4834.284180
	Iteration 21Q: 3 clusters Score -2917149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2917169.000000 Penalty: 4834.284180
	Iteration 22Q: 3 clusters Score -2917169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2917205.250000 Penalty: 4834.284180
	Iteration 23Q: 3 clusters Score -2917205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2917220.000000 Penalty: 4834.284180
	Iteration 24Q: 3 clusters Score -2917220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2917223.500000 Penalty: 4834.284180
	Iteration 25Q: 3 clusters Score -2917224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2917250.250000 Penalty: 4834.284180
	Iteration 26Q: 3 clusters Score -2917250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2917251.250000 Penalty: 4834.284180
	Iteration 27Q: 3 clusters Score -2917251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2917259.000000 Penalty: 4834.284180
	Iteration 28Q: 3 clusters Score -2917259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2917268.250000 Penalty: 4834.284180
	Iteration 29Q: 3 clusters Score -2917268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2917281.500000 Penalty: 4834.284180
	Iteration 30Q: 3 clusters Score -2917282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2917286.000000 Penalty: 4834.284180
	Iteration 31Q: 3 clusters Score -2917286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2917294.250000 Penalty: 4834.284180
	Iteration 32Q: 3 clusters Score -2917294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2917299.500000 Penalty: 4834.284180
	Iteration 33Q: 3 clusters Score -2917300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2917294.500000 Penalty: 4834.284180
	Iteration 34Q: 3 clusters Score -2917294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2917302.250000 Penalty: 4834.284180
	Iteration 35Q: 3 clusters Score -2917302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2917314.500000 Penalty: 4834.284180
	Iteration 36Q: 3 clusters Score -2917314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2917324.750000 Penalty: 4834.284180
	Iteration 37Q: 3 clusters Score -2917325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2917332.750000 Penalty: 4834.284180
	Iteration 38Q: 3 clusters Score -2917333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2917335.500000 Penalty: 4834.284180
	Iteration 39Q: 3 clusters Score -2917336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2917339.750000 Penalty: 4834.284180
	Iteration 40F: 3 clusters Score -2917340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2917353.000000 Penalty: 4834.284180
	Iteration 41Q: 3 clusters Score -2917353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2917366.000000 Penalty: 4834.284180
	Iteration 42Q: 3 clusters Score -2917366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2917370.500000 Penalty: 4834.284180
	Iteration 43Q: 3 clusters Score -2917370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2917386.500000 Penalty: 4834.284180
	Iteration 44Q: 3 clusters Score -2917386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2917398.750000 Penalty: 4834.284180
	Iteration 45Q: 3 clusters Score -2917399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2917406.250000 Penalty: 4834.284180
	Iteration 46Q: 3 clusters Score -2917406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2917411.500000 Penalty: 4834.284180
	Iteration 47Q: 3 clusters Score -2917412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2917425.250000 Penalty: 4834.284180
	Iteration 48Q: 3 clusters Score -2917425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2917427.750000 Penalty: 4834.284180
	Iteration 49Q: 3 clusters Score -2917428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2917446.250000 Penalty: 4834.284180
	Iteration 50Q: 3 clusters Score -2917446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2917454.000000 Penalty: 4834.284180
	Iteration 51Q: 3 clusters Score -2917454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2917462.750000 Penalty: 4834.284180
	Iteration 52Q: 3 clusters Score -2917463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2917464.250000 Penalty: 4834.284180
	Iteration 53Q: 3 clusters Score -2917464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2917470.500000 Penalty: 4834.284180
	Iteration 54Q: 3 clusters Score -2917470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2917475.000000 Penalty: 4834.284180
	Iteration 55Q: 3 clusters Score -2917475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2917472.250000 Penalty: 4834.284180
	Iteration 56Q: 3 clusters Score -2917472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2917480.500000 Penalty: 4834.284180
	Iteration 57Q: 3 clusters Score -2917480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2917488.000000 Penalty: 4834.284180
	Iteration 58Q: 3 clusters Score -2917488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2917483.500000 Penalty: 4834.284180
	Iteration 59Q: 3 clusters Score -2917484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2917490.750000 Penalty: 4834.284180
	Iteration 60F: 3 clusters Score -2917491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2917490.750000 Penalty: 4834.284180
	Iteration 61Q: 3 clusters Score -2917491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2917492.750000 Penalty: 4834.284180
	Iteration 62Q: 3 clusters Score -2917493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2917494.000000 Penalty: 4834.284180
	Iteration 63Q: 3 clusters Score -2917494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2917497.500000 Penalty: 4834.284180
	Iteration 64Q: 3 clusters Score -2917498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2917500.750000 Penalty: 4834.284180
	Iteration 65Q: 3 clusters Score -2917501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2917500.750000 Penalty: 4834.284180
	Iteration 66Q: 3 clusters Score -2917501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2917497.750000 Penalty: 4834.284180
	Iteration 67Q: 3 clusters Score -2917498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2917497.500000 Penalty: 4834.284180
	Iteration 68Q: 3 clusters Score -2917498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2917498.000000 Penalty: 4834.284180
	Iteration 69Q: 3 clusters Score -2917498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2917498.000000 Penalty: 4834.284180
	Iteration 70F: 3 clusters Score -2917498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -62626.378906 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -62626.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61354.050781 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -61354.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61571.828125 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -61571.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -61714.789062 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -61714.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -61792.773438 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -61792.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61874.421875 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -61874.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61953.632812 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -61953.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -61991.933594 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -61991.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -62002.785156 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -62002.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -62002.785156 Penalty: 2969.280273
	Iteration 8F: 3 clusters Score -62002.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -77306.906250 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -77306.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75781.984375 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -75781.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75967.500000 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -75967.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76053.226562 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -76053.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76144.484375 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -76144.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76212.851562 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -76212.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76285.015625 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -76285.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76329.757812 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -76329.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76353.820312 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -76353.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76385.445312 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -76385.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76423.578125 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -76423.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76467.945312 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -76467.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76494.453125 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -76494.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76496.000000 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -76496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76498.773438 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -76498.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76504.515625 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -76504.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76509.000000 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -76509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76511.585938 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -76511.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76518.046875 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -76518.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76518.046875 Penalty: 3073.436279
	Iteration 18F: 3 clusters Score -76518.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -59431.195312 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -59431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58067.199219 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -58067.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58340.921875 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -58340.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58463.292969 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -58463.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58547.808594 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -58547.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58589.703125 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -58589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58608.425781 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -58608.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58613.144531 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -58613.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58622.988281 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -58622.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58631.914062 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -58631.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58637.195312 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -58637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58643.542969 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -58643.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58654.433594 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -58654.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58659.675781 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -58659.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58663.925781 Penalty: 3015.646973
	Iteration 13Q: 3 clusters Score -58663.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58666.453125 Penalty: 3015.646973
	Iteration 14Q: 3 clusters Score -58666.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58666.453125 Penalty: 3015.646973
	Iteration 15F: 3 clusters Score -58666.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -857755.562500 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -857755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -853321.750000 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -853321.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -854336.437500 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -854336.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -854613.875000 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -854613.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -854867.875000 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -854867.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -855081.375000 Penalty: 4211.970215
	Iteration 4F: 3 clusters Score -855081.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -855256.750000 Penalty: 4211.970215
	Iteration 5Q: 3 clusters Score -855256.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -855424.250000 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -855424.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -855581.562500 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -855581.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -855730.625000 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -855730.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -855865.625000 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -855865.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -855980.375000 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -855980.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -856065.687500 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -856065.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -856159.500000 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -856159.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -856294.937500 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -856294.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -856501.125000 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -856501.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -856889.812500 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -856889.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -857737.000000 Penalty: 4211.970215
	Iteration 16F: 3 clusters Score -857737 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -859452.312500 Penalty: 4211.970215
	Iteration 17F: 3 clusters Score -859452.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -860770.250000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -860770.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -860987.937500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -860987.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -861100.125000 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -861100.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -861235.437500 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -861235.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -861392.250000 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -861392.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -861530.625000 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -861530.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -861635.375000 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -861635.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -861756.187500 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -861756.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -861834.375000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -861834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -861846.562500 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -861846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -861849.500000 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -861849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -861891.250000 Penalty: 4211.970215
	Iteration 29F: 3 clusters Score -861891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -861944.812500 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -861944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -861958.562500 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -861958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -861961.312500 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -861961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -861964.500000 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -861964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -861963.625000 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -861963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -861963.625000 Penalty: 4211.970215
	Iteration 35F: 3 clusters Score -861963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1845 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 11252 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 3030 members 
Entering Unmasked Estep 
Score: -117268904.000000 Penalty: 219962.765625
Splitting cluster 45 changes total score from -117266120.000000 to -117268904.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117831.406250 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117831.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118264.539062 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118264.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118631.765625 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118631.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118871.156250 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -118871.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119051.835938 Penalty: 3288.164062
	Iteration 4F: 3 clusters Score -119051.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119189.046875 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -119189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119229.492188 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -119229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -119270.265625 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -119270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -119323.843750 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -119323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -119341.671875 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -119341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -119344.281250 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -119344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -119345.531250 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -119345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119347.718750 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119351.750000 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -119351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119354.601562 Penalty: 3288.164062
	Iteration 14Q: 3 clusters Score -119354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -119360.085938 Penalty: 3288.164062
	Iteration 15Q: 3 clusters Score -119360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -119367.640625 Penalty: 3288.164062
	Iteration 16Q: 3 clusters Score -119367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119378.453125 Penalty: 3288.164062
	Iteration 17Q: 3 clusters Score -119378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119386.812500 Penalty: 3288.164062
	Iteration 18Q: 3 clusters Score -119386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119388.734375 Penalty: 3288.164062
	Iteration 19Q: 3 clusters Score -119388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119388.734375 Penalty: 3288.164062
	Iteration 20F: 3 clusters Score -119388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Entering Unmasked Estep 
Score: -6811165.500000 Penalty: 2620.654297
	Iteration 0F: 2 clusters Score -6811166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -6785716.000000 Penalty: 5241.308594
	Iteration 0F: 3 clusters Score -6785716 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -6795539.000000 Penalty: 5241.308594
	Iteration 1F: 3 clusters Score -6795539 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6796120.500000 Penalty: 5241.308594
	Iteration 2Q: 3 clusters Score -6796120 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6796808.500000 Penalty: 5241.308594
	Iteration 3Q: 3 clusters Score -6796808 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -6797819.000000 Penalty: 5241.308594
	Iteration 4F: 3 clusters Score -6797819 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -6799276.500000 Penalty: 5241.308594
	Iteration 5F: 3 clusters Score -6799276 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -6801221.500000 Penalty: 5241.308594
	Iteration 6F: 3 clusters Score -6801222 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -6803199.000000 Penalty: 5241.308594
	Iteration 7F: 3 clusters Score -6803199 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6804924.000000 Penalty: 5241.308594
	Iteration 8F: 3 clusters Score -6804924 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6806281.000000 Penalty: 5241.308594
	Iteration 9Q: 3 clusters Score -6806281 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6807257.000000 Penalty: 5241.308594
	Iteration 10Q: 3 clusters Score -6807257 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6807914.000000 Penalty: 5241.308594
	Iteration 11Q: 3 clusters Score -6807914 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6808341.000000 Penalty: 5241.308594
	Iteration 12Q: 3 clusters Score -6808341 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6808603.500000 Penalty: 5241.308594
	Iteration 13Q: 3 clusters Score -6808604 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6808760.500000 Penalty: 5241.308594
	Iteration 14Q: 3 clusters Score -6808760 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6808851.500000 Penalty: 5241.308594
	Iteration 15Q: 3 clusters Score -6808852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6808935.000000 Penalty: 5241.308594
	Iteration 16Q: 3 clusters Score -6808935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6808988.000000 Penalty: 5241.308594
	Iteration 17Q: 3 clusters Score -6808988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6809015.500000 Penalty: 5241.308594
	Iteration 18Q: 3 clusters Score -6809016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6809062.000000 Penalty: 5241.308594
	Iteration 19Q: 3 clusters Score -6809062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6809087.500000 Penalty: 5241.308594
	Iteration 20F: 3 clusters Score -6809088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6809116.500000 Penalty: 5241.308594
	Iteration 21Q: 3 clusters Score -6809116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6809121.500000 Penalty: 5241.308594
	Iteration 22Q: 3 clusters Score -6809122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6809137.500000 Penalty: 5241.308594
	Iteration 23Q: 3 clusters Score -6809138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6809149.000000 Penalty: 5241.308594
	Iteration 24Q: 3 clusters Score -6809149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6809161.000000 Penalty: 5241.308594
	Iteration 25Q: 3 clusters Score -6809161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6809184.500000 Penalty: 5241.308594
	Iteration 26Q: 3 clusters Score -6809184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6809186.500000 Penalty: 5241.308594
	Iteration 27Q: 3 clusters Score -6809186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6809192.500000 Penalty: 5241.308594
	Iteration 28Q: 3 clusters Score -6809192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6809211.000000 Penalty: 5241.308594
	Iteration 29Q: 3 clusters Score -6809211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6809225.500000 Penalty: 5241.308594
	Iteration 30Q: 3 clusters Score -6809226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6809226.500000 Penalty: 5241.308594
	Iteration 31Q: 3 clusters Score -6809226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6809226.000000 Penalty: 5241.308594
	Iteration 32Q: 3 clusters Score -6809226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6809246.500000 Penalty: 5241.308594
	Iteration 33Q: 3 clusters Score -6809246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6809265.000000 Penalty: 5241.308594
	Iteration 34Q: 3 clusters Score -6809265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6809263.000000 Penalty: 5241.308594
	Iteration 35Q: 3 clusters Score -6809263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6809260.000000 Penalty: 5241.308594
	Iteration 36Q: 3 clusters Score -6809260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6809260.000000 Penalty: 5241.308594
	Iteration 37Q: 3 clusters Score -6809260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6809265.000000 Penalty: 5241.308594
	Iteration 38Q: 3 clusters Score -6809265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6809268.500000 Penalty: 5241.308594
	Iteration 39Q: 3 clusters Score -6809268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6809268.500000 Penalty: 5241.308594
	Iteration 40F: 3 clusters Score -6809268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (36303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Entering Unmasked Estep 
Score: -6569152.000000 Penalty: 2603.914551
	Iteration 0F: 2 clusters Score -6569152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6545874.000000 Penalty: 5207.829102
	Iteration 0F: 3 clusters Score -6545874 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6554882.500000 Penalty: 5207.829102
	Iteration 1F: 3 clusters Score -6554882 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -6555421.500000 Penalty: 5207.829102
	Iteration 2Q: 3 clusters Score -6555422 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6555917.000000 Penalty: 5207.829102
	Iteration 3Q: 3 clusters Score -6555917 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6556490.000000 Penalty: 5207.829102
	Iteration 4Q: 3 clusters Score -6556490 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -6557005.000000 Penalty: 5207.829102
	Iteration 5Q: 3 clusters Score -6557005 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6557592.500000 Penalty: 5207.829102
	Iteration 6Q: 3 clusters Score -6557592 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -6558153.500000 Penalty: 5207.829102
	Iteration 7Q: 3 clusters Score -6558154 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6558775.500000 Penalty: 5207.829102
	Iteration 8Q: 3 clusters Score -6558776 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6559378.000000 Penalty: 5207.829102
	Iteration 9Q: 3 clusters Score -6559378 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -6560017.500000 Penalty: 5207.829102
	Iteration 10Q: 3 clusters Score -6560018 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -6560628.500000 Penalty: 5207.829102
	Iteration 11Q: 3 clusters Score -6560628 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -6561309.000000 Penalty: 5207.829102
	Iteration 12Q: 3 clusters Score -6561309 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6562082.000000 Penalty: 5207.829102
	Iteration 13Q: 3 clusters Score -6562082 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -6562944.000000 Penalty: 5207.829102
	Iteration 14Q: 3 clusters Score -6562944 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -6563847.000000 Penalty: 5207.829102
	Iteration 15Q: 3 clusters Score -6563847 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -6564750.500000 Penalty: 5207.829102
	Iteration 16Q: 3 clusters Score -6564750 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6565613.500000 Penalty: 5207.829102
	Iteration 17Q: 3 clusters Score -6565614 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6566273.000000 Penalty: 5207.829102
	Iteration 18Q: 3 clusters Score -6566273 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6566697.000000 Penalty: 5207.829102
	Iteration 19Q: 3 clusters Score -6566697 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6567010.000000 Penalty: 5207.829102
	Iteration 20F: 3 clusters Score -6567010 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6567131.000000 Penalty: 5207.829102
	Iteration 21Q: 3 clusters Score -6567131 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6567272.000000 Penalty: 5207.829102
	Iteration 22Q: 3 clusters Score -6567272 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6567372.500000 Penalty: 5207.829102
	Iteration 23Q: 3 clusters Score -6567372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6567427.500000 Penalty: 5207.829102
	Iteration 24Q: 3 clusters Score -6567428 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6567453.500000 Penalty: 5207.829102
	Iteration 25Q: 3 clusters Score -6567454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6567467.500000 Penalty: 5207.829102
	Iteration 26Q: 3 clusters Score -6567468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6567482.500000 Penalty: 5207.829102
	Iteration 27Q: 3 clusters Score -6567482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6567499.000000 Penalty: 5207.829102
	Iteration 28Q: 3 clusters Score -6567499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6567505.500000 Penalty: 5207.829102
	Iteration 29Q: 3 clusters Score -6567506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6567509.000000 Penalty: 5207.829102
	Iteration 30Q: 3 clusters Score -6567509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6567526.500000 Penalty: 5207.829102
	Iteration 31Q: 3 clusters Score -6567526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6567539.000000 Penalty: 5207.829102
	Iteration 32Q: 3 clusters Score -6567539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6567530.500000 Penalty: 5207.829102
	Iteration 33Q: 3 clusters Score -6567530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6567521.000000 Penalty: 5207.829102
	Iteration 34Q: 3 clusters Score -6567521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6567513.000000 Penalty: 5207.829102
	Iteration 35Q: 3 clusters Score -6567513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6567507.000000 Penalty: 5207.829102
	Iteration 36Q: 3 clusters Score -6567507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6567515.000000 Penalty: 5207.829102
	Iteration 37Q: 3 clusters Score -6567515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6567513.500000 Penalty: 5207.829102
	Iteration 38Q: 3 clusters Score -6567514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6567516.000000 Penalty: 5207.829102
	Iteration 39Q: 3 clusters Score -6567516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6567529.000000 Penalty: 5207.829102
	Iteration 40F: 3 clusters Score -6567529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6567537.500000 Penalty: 5207.829102
	Iteration 41Q: 3 clusters Score -6567538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6567552.000000 Penalty: 5207.829102
	Iteration 42Q: 3 clusters Score -6567552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6567548.500000 Penalty: 5207.829102
	Iteration 43Q: 3 clusters Score -6567548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6567549.000000 Penalty: 5207.829102
	Iteration 44Q: 3 clusters Score -6567549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6567545.000000 Penalty: 5207.829102
	Iteration 45Q: 3 clusters Score -6567545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6567554.000000 Penalty: 5207.829102
	Iteration 46Q: 3 clusters Score -6567554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6567539.500000 Penalty: 5207.829102
	Iteration 47Q: 3 clusters Score -6567540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6567547.500000 Penalty: 5207.829102
	Iteration 48Q: 3 clusters Score -6567548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6567560.500000 Penalty: 5207.829102
	Iteration 49Q: 3 clusters Score -6567560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6567557.000000 Penalty: 5207.829102
	Iteration 50Q: 3 clusters Score -6567557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6567555.500000 Penalty: 5207.829102
	Iteration 51Q: 3 clusters Score -6567556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6567554.000000 Penalty: 5207.829102
	Iteration 52Q: 3 clusters Score -6567554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6567560.500000 Penalty: 5207.829102
	Iteration 53Q: 3 clusters Score -6567560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6567555.000000 Penalty: 5207.829102
	Iteration 54Q: 3 clusters Score -6567555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6567557.000000 Penalty: 5207.829102
	Iteration 55Q: 3 clusters Score -6567557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6567557.000000 Penalty: 5207.829102
	Iteration 56F: 3 clusters Score -6567557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Entering Unmasked Estep 
Score: -7100146.500000 Penalty: 2632.639404
	Iteration 0F: 2 clusters Score -7100146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -7073166.000000 Penalty: 5265.278809
	Iteration 0F: 3 clusters Score -7073166 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -7084030.500000 Penalty: 5265.278809
	Iteration 1F: 3 clusters Score -7084030 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -7085154.000000 Penalty: 5265.278809
	Iteration 2F: 3 clusters Score -7085154 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -7086805.500000 Penalty: 5265.278809
	Iteration 3F: 3 clusters Score -7086806 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -7088948.500000 Penalty: 5265.278809
	Iteration 4F: 3 clusters Score -7088948 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -7091356.000000 Penalty: 5265.278809
	Iteration 5F: 3 clusters Score -7091356 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -7093456.000000 Penalty: 5265.278809
	Iteration 6F: 3 clusters Score -7093456 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -7094928.000000 Penalty: 5265.278809
	Iteration 7Q: 3 clusters Score -7094928 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -7095951.000000 Penalty: 5265.278809
	Iteration 8Q: 3 clusters Score -7095951 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -7096664.500000 Penalty: 5265.278809
	Iteration 9Q: 3 clusters Score -7096664 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -7097128.000000 Penalty: 5265.278809
	Iteration 10Q: 3 clusters Score -7097128 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -7097459.000000 Penalty: 5265.278809
	Iteration 11Q: 3 clusters Score -7097459 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7097729.500000 Penalty: 5265.278809
	Iteration 12Q: 3 clusters Score -7097730 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -7097912.000000 Penalty: 5265.278809
	Iteration 13Q: 3 clusters Score -7097912 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -7098050.000000 Penalty: 5265.278809
	Iteration 14Q: 3 clusters Score -7098050 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -7098118.500000 Penalty: 5265.278809
	Iteration 15Q: 3 clusters Score -7098118 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -7098192.000000 Penalty: 5265.278809
	Iteration 16Q: 3 clusters Score -7098192 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7098229.500000 Penalty: 5265.278809
	Iteration 17Q: 3 clusters Score -7098230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -7098260.000000 Penalty: 5265.278809
	Iteration 18Q: 3 clusters Score -7098260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7098306.000000 Penalty: 5265.278809
	Iteration 19Q: 3 clusters Score -7098306 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -7098349.500000 Penalty: 5265.278809
	Iteration 20F: 3 clusters Score -7098350 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -7098363.000000 Penalty: 5265.278809
	Iteration 21Q: 3 clusters Score -7098363 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7098372.000000 Penalty: 5265.278809
	Iteration 22Q: 3 clusters Score -7098372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7098394.000000 Penalty: 5265.278809
	Iteration 23Q: 3 clusters Score -7098394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7098430.000000 Penalty: 5265.278809
	Iteration 24Q: 3 clusters Score -7098430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7098416.500000 Penalty: 5265.278809
	Iteration 25Q: 3 clusters Score -7098416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -7098406.500000 Penalty: 5265.278809
	Iteration 26Q: 3 clusters Score -7098406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7098418.500000 Penalty: 5265.278809
	Iteration 27Q: 3 clusters Score -7098418 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -7098409.500000 Penalty: 5265.278809
	Iteration 28Q: 3 clusters Score -7098410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7098440.000000 Penalty: 5265.278809
	Iteration 29Q: 3 clusters Score -7098440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7098427.000000 Penalty: 5265.278809
	Iteration 30Q: 3 clusters Score -7098427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7098456.500000 Penalty: 5265.278809
	Iteration 31Q: 3 clusters Score -7098456 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7098474.500000 Penalty: 5265.278809
	Iteration 32Q: 3 clusters Score -7098474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7098493.000000 Penalty: 5265.278809
	Iteration 33Q: 3 clusters Score -7098493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7098512.000000 Penalty: 5265.278809
	Iteration 34Q: 3 clusters Score -7098512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7098513.500000 Penalty: 5265.278809
	Iteration 35Q: 3 clusters Score -7098514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7098501.000000 Penalty: 5265.278809
	Iteration 36Q: 3 clusters Score -7098501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7098510.500000 Penalty: 5265.278809
	Iteration 37Q: 3 clusters Score -7098510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7098538.500000 Penalty: 5265.278809
	Iteration 38Q: 3 clusters Score -7098538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7098532.500000 Penalty: 5265.278809
	Iteration 39Q: 3 clusters Score -7098532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7098537.000000 Penalty: 5265.278809
	Iteration 40F: 3 clusters Score -7098537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7098532.500000 Penalty: 5265.278809
	Iteration 41Q: 3 clusters Score -7098532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7098536.500000 Penalty: 5265.278809
	Iteration 42Q: 3 clusters Score -7098536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7098534.500000 Penalty: 5265.278809
	Iteration 43Q: 3 clusters Score -7098534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7098538.000000 Penalty: 5265.278809
	Iteration 44Q: 3 clusters Score -7098538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7098545.000000 Penalty: 5265.278809
	Iteration 45Q: 3 clusters Score -7098545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7098549.500000 Penalty: 5265.278809
	Iteration 46Q: 3 clusters Score -7098550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7098543.000000 Penalty: 5265.278809
	Iteration 47Q: 3 clusters Score -7098543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7098555.500000 Penalty: 5265.278809
	Iteration 48Q: 3 clusters Score -7098556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7098559.500000 Penalty: 5265.278809
	Iteration 49Q: 3 clusters Score -7098560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7098554.000000 Penalty: 5265.278809
	Iteration 50Q: 3 clusters Score -7098554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7098551.500000 Penalty: 5265.278809
	Iteration 51Q: 3 clusters Score -7098552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7098556.000000 Penalty: 5265.278809
	Iteration 52Q: 3 clusters Score -7098556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7098553.500000 Penalty: 5265.278809
	Iteration 53Q: 3 clusters Score -7098554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7098553.000000 Penalty: 5265.278809
	Iteration 54Q: 3 clusters Score -7098553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7098546.000000 Penalty: 5265.278809
	Iteration 55Q: 3 clusters Score -7098546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7098540.500000 Penalty: 5265.278809
	Iteration 56Q: 3 clusters Score -7098540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7098542.500000 Penalty: 5265.278809
	Iteration 57Q: 3 clusters Score -7098542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7098538.500000 Penalty: 5265.278809
	Iteration 58Q: 3 clusters Score -7098538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7098539.000000 Penalty: 5265.278809
	Iteration 59Q: 3 clusters Score -7098539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7098543.000000 Penalty: 5265.278809
	Iteration 60F: 3 clusters Score -7098543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7098535.500000 Penalty: 5265.278809
	Iteration 61Q: 3 clusters Score -7098536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7098546.500000 Penalty: 5265.278809
	Iteration 62Q: 3 clusters Score -7098546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7098548.000000 Penalty: 5265.278809
	Iteration 63Q: 3 clusters Score -7098548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -7098546.500000 Penalty: 5265.278809
	Iteration 64Q: 3 clusters Score -7098546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7098550.000000 Penalty: 5265.278809
	Iteration 65Q: 3 clusters Score -7098550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7098554.000000 Penalty: 5265.278809
	Iteration 66Q: 3 clusters Score -7098554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7098536.500000 Penalty: 5265.278809
	Iteration 67Q: 3 clusters Score -7098536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7098537.500000 Penalty: 5265.278809
	Iteration 68Q: 3 clusters Score -7098538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -7098533.000000 Penalty: 5265.278809
	Iteration 69Q: 3 clusters Score -7098533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7098539.000000 Penalty: 5265.278809
	Iteration 70Q: 3 clusters Score -7098539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7098536.000000 Penalty: 5265.278809
	Iteration 71Q: 3 clusters Score -7098536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7098523.000000 Penalty: 5265.278809
	Iteration 72Q: 3 clusters Score -7098523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7098529.500000 Penalty: 5265.278809
	Iteration 73Q: 3 clusters Score -7098530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7098538.000000 Penalty: 5265.278809
	Iteration 74Q: 3 clusters Score -7098538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7098548.000000 Penalty: 5265.278809
	Iteration 75Q: 3 clusters Score -7098548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7098542.000000 Penalty: 5265.278809
	Iteration 76Q: 3 clusters Score -7098542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7098536.500000 Penalty: 5265.278809
	Iteration 77Q: 3 clusters Score -7098536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7098540.500000 Penalty: 5265.278809
	Iteration 78Q: 3 clusters Score -7098540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7098529.500000 Penalty: 5265.278809
	Iteration 79Q: 3 clusters Score -7098530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7098524.000000 Penalty: 5265.278809
	Iteration 80F: 3 clusters Score -7098524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7098532.000000 Penalty: 5265.278809
	Iteration 81Q: 3 clusters Score -7098532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7098530.500000 Penalty: 5265.278809
	Iteration 82Q: 3 clusters Score -7098530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7098534.000000 Penalty: 5265.278809
	Iteration 83Q: 3 clusters Score -7098534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7098537.500000 Penalty: 5265.278809
	Iteration 84Q: 3 clusters Score -7098538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7098538.500000 Penalty: 5265.278809
	Iteration 85Q: 3 clusters Score -7098538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7098536.500000 Penalty: 5265.278809
	Iteration 86Q: 3 clusters Score -7098536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7098537.500000 Penalty: 5265.278809
	Iteration 87Q: 3 clusters Score -7098538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7098530.500000 Penalty: 5265.278809
	Iteration 88Q: 3 clusters Score -7098530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7098529.000000 Penalty: 5265.278809
	Iteration 89Q: 3 clusters Score -7098529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7098540.500000 Penalty: 5265.278809
	Iteration 90Q: 3 clusters Score -7098540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7098539.000000 Penalty: 5265.278809
	Iteration 91Q: 3 clusters Score -7098539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -7098544.000000 Penalty: 5265.278809
	Iteration 92Q: 3 clusters Score -7098544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7098540.000000 Penalty: 5265.278809
	Iteration 93Q: 3 clusters Score -7098540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7098542.500000 Penalty: 5265.278809
	Iteration 94Q: 3 clusters Score -7098542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7098542.500000 Penalty: 5265.278809
	Iteration 95Q: 3 clusters Score -7098542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7098539.000000 Penalty: 5265.278809
	Iteration 96Q: 3 clusters Score -7098539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7098532.500000 Penalty: 5265.278809
	Iteration 97Q: 3 clusters Score -7098532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7098543.500000 Penalty: 5265.278809
	Iteration 98Q: 3 clusters Score -7098544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7098544.500000 Penalty: 5265.278809
	Iteration 99Q: 3 clusters Score -7098544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7098545.000000 Penalty: 5265.278809
	Iteration 100F: 3 clusters Score -7098545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7098539.500000 Penalty: 5265.278809
	Iteration 101Q: 3 clusters Score -7098540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7098553.000000 Penalty: 5265.278809
	Iteration 102Q: 3 clusters Score -7098553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7098561.500000 Penalty: 5265.278809
	Iteration 103Q: 3 clusters Score -7098562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7098557.000000 Penalty: 5265.278809
	Iteration 104Q: 3 clusters Score -7098557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7098553.500000 Penalty: 5265.278809
	Iteration 105Q: 3 clusters Score -7098554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7098556.500000 Penalty: 5265.278809
	Iteration 106Q: 3 clusters Score -7098556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7098556.500000 Penalty: 5265.278809
	Iteration 107Q: 3 clusters Score -7098556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7098556.500000 Penalty: 5265.278809
	Iteration 108Q: 3 clusters Score -7098556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7098557.500000 Penalty: 5265.278809
	Iteration 109Q: 3 clusters Score -7098558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7098554.500000 Penalty: 5265.278809
	Iteration 110Q: 3 clusters Score -7098554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7098561.500000 Penalty: 5265.278809
	Iteration 111Q: 3 clusters Score -7098562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7098552.500000 Penalty: 5265.278809
	Iteration 112Q: 3 clusters Score -7098552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7098564.000000 Penalty: 5265.278809
	Iteration 113Q: 3 clusters Score -7098564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7098566.000000 Penalty: 5265.278809
	Iteration 114Q: 3 clusters Score -7098566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7098566.500000 Penalty: 5265.278809
	Iteration 115Q: 3 clusters Score -7098566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7098570.000000 Penalty: 5265.278809
	Iteration 116Q: 3 clusters Score -7098570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7098572.000000 Penalty: 5265.278809
	Iteration 117Q: 3 clusters Score -7098572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -7098569.500000 Penalty: 5265.278809
	Iteration 118Q: 3 clusters Score -7098570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7098574.500000 Penalty: 5265.278809
	Iteration 119Q: 3 clusters Score -7098574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7098567.500000 Penalty: 5265.278809
	Iteration 120F: 3 clusters Score -7098568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7098567.000000 Penalty: 5265.278809
	Iteration 121Q: 3 clusters Score -7098567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7098570.500000 Penalty: 5265.278809
	Iteration 122Q: 3 clusters Score -7098570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7098562.000000 Penalty: 5265.278809
	Iteration 123Q: 3 clusters Score -7098562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7098568.500000 Penalty: 5265.278809
	Iteration 124Q: 3 clusters Score -7098568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7098559.500000 Penalty: 5265.278809
	Iteration 125Q: 3 clusters Score -7098560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7098561.000000 Penalty: 5265.278809
	Iteration 126Q: 3 clusters Score -7098561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7098561.000000 Penalty: 5265.278809
	Iteration 127F: 3 clusters Score -7098561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Entering Unmasked Estep 
Score: -1963060.750000 Penalty: 2313.418701
	Iteration 0F: 2 clusters Score -1963061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1954716.500000 Penalty: 4626.837402
	Iteration 0F: 3 clusters Score -1954716 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1957494.125000 Penalty: 4626.837402
	Iteration 1F: 3 clusters Score -1957494 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1958381.750000 Penalty: 4626.837402
	Iteration 2F: 3 clusters Score -1958382 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1959708.500000 Penalty: 4626.837402
	Iteration 3F: 3 clusters Score -1959708 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1961331.250000 Penalty: 4626.837402
	Iteration 4F: 3 clusters Score -1961331 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1962433.000000 Penalty: 4626.837402
	Iteration 5F: 3 clusters Score -1962433 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1962956.750000 Penalty: 4626.837402
	Iteration 6F: 3 clusters Score -1962957 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1963211.625000 Penalty: 4626.837402
	Iteration 7Q: 3 clusters Score -1963212 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1963331.000000 Penalty: 4626.837402
	Iteration 8Q: 3 clusters Score -1963331 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1963404.875000 Penalty: 4626.837402
	Iteration 9Q: 3 clusters Score -1963405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1963451.625000 Penalty: 4626.837402
	Iteration 10Q: 3 clusters Score -1963452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1963484.125000 Penalty: 4626.837402
	Iteration 11Q: 3 clusters Score -1963484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1963505.250000 Penalty: 4626.837402
	Iteration 12Q: 3 clusters Score -1963505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1963524.750000 Penalty: 4626.837402
	Iteration 13Q: 3 clusters Score -1963525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1963540.250000 Penalty: 4626.837402
	Iteration 14Q: 3 clusters Score -1963540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1963545.750000 Penalty: 4626.837402
	Iteration 15Q: 3 clusters Score -1963546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1963556.250000 Penalty: 4626.837402
	Iteration 16Q: 3 clusters Score -1963556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1963562.500000 Penalty: 4626.837402
	Iteration 17Q: 3 clusters Score -1963562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1963561.375000 Penalty: 4626.837402
	Iteration 18Q: 3 clusters Score -1963561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1963566.250000 Penalty: 4626.837402
	Iteration 19Q: 3 clusters Score -1963566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1963566.000000 Penalty: 4626.837402
	Iteration 20F: 3 clusters Score -1963566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1963573.500000 Penalty: 4626.837402
	Iteration 21Q: 3 clusters Score -1963574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1963573.500000 Penalty: 4626.837402
	Iteration 22Q: 3 clusters Score -1963574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1963575.125000 Penalty: 4626.837402
	Iteration 23Q: 3 clusters Score -1963575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1963575.250000 Penalty: 4626.837402
	Iteration 24Q: 3 clusters Score -1963575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1963573.875000 Penalty: 4626.837402
	Iteration 25Q: 3 clusters Score -1963574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1963576.125000 Penalty: 4626.837402
	Iteration 26Q: 3 clusters Score -1963576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1963579.000000 Penalty: 4626.837402
	Iteration 27Q: 3 clusters Score -1963579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1963577.625000 Penalty: 4626.837402
	Iteration 28Q: 3 clusters Score -1963578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1963578.375000 Penalty: 4626.837402
	Iteration 29Q: 3 clusters Score -1963578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1963578.125000 Penalty: 4626.837402
	Iteration 30Q: 3 clusters Score -1963578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1963579.125000 Penalty: 4626.837402
	Iteration 31Q: 3 clusters Score -1963579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1963579.375000 Penalty: 4626.837402
	Iteration 32Q: 3 clusters Score -1963579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1963579.000000 Penalty: 4626.837402
	Iteration 33Q: 3 clusters Score -1963579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1963578.375000 Penalty: 4626.837402
	Iteration 34Q: 3 clusters Score -1963578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1963581.750000 Penalty: 4626.837402
	Iteration 35Q: 3 clusters Score -1963582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1963580.000000 Penalty: 4626.837402
	Iteration 36Q: 3 clusters Score -1963580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1963576.500000 Penalty: 4626.837402
	Iteration 37Q: 3 clusters Score -1963576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1963577.875000 Penalty: 4626.837402
	Iteration 38Q: 3 clusters Score -1963578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1963577.875000 Penalty: 4626.837402
	Iteration 39F: 3 clusters Score -1963578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1845 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 5960 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 8494 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 3030 members 
Mstep: Class 67 contains 5292 members 
Entering Unmasked Estep 
Score: -117267992.000000 Penalty: 223295.531250
Splitting cluster 50 changes total score from -117266120.000000 to -117267992.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 51 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -723713.375000 Penalty: 2074.859863
	Iteration 0F: 2 clusters Score -723713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -719606.250000 Penalty: 4149.719727
	Iteration 0F: 3 clusters Score -719606.2 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -720549.687500 Penalty: 4149.719727
	Iteration 1F: 3 clusters Score -720549.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -720824.625000 Penalty: 4149.719727
	Iteration 2F: 3 clusters Score -720824.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -721086.750000 Penalty: 4149.719727
	Iteration 3F: 3 clusters Score -721086.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -721332.500000 Penalty: 4149.719727
	Iteration 4F: 3 clusters Score -721332.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -721550.375000 Penalty: 4149.719727
	Iteration 5F: 3 clusters Score -721550.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -721761.875000 Penalty: 4149.719727
	Iteration 6F: 3 clusters Score -721761.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -721963.500000 Penalty: 4149.719727
	Iteration 7F: 3 clusters Score -721963.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -722144.937500 Penalty: 4149.719727
	Iteration 8Q: 3 clusters Score -722144.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -722282.625000 Penalty: 4149.719727
	Iteration 9Q: 3 clusters Score -722282.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -722394.500000 Penalty: 4149.719727
	Iteration 10Q: 3 clusters Score -722394.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -722508.312500 Penalty: 4149.719727
	Iteration 11Q: 3 clusters Score -722508.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -722615.750000 Penalty: 4149.719727
	Iteration 12Q: 3 clusters Score -722615.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -722705.687500 Penalty: 4149.719727
	Iteration 13Q: 3 clusters Score -722705.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -722778.437500 Penalty: 4149.719727
	Iteration 14Q: 3 clusters Score -722778.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -722832.750000 Penalty: 4149.719727
	Iteration 15Q: 3 clusters Score -722832.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -722867.687500 Penalty: 4149.719727
	Iteration 16Q: 3 clusters Score -722867.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -722884.000000 Penalty: 4149.719727
	Iteration 17Q: 3 clusters Score -722884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -722894.875000 Penalty: 4149.719727
	Iteration 18Q: 3 clusters Score -722894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -722907.062500 Penalty: 4149.719727
	Iteration 19Q: 3 clusters Score -722907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -722917.875000 Penalty: 4149.719727
	Iteration 20F: 3 clusters Score -722917.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -722924.687500 Penalty: 4149.719727
	Iteration 21Q: 3 clusters Score -722924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -722927.375000 Penalty: 4149.719727
	Iteration 22Q: 3 clusters Score -722927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -722935.125000 Penalty: 4149.719727
	Iteration 23Q: 3 clusters Score -722935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -722941.375000 Penalty: 4149.719727
	Iteration 24Q: 3 clusters Score -722941.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -722946.687500 Penalty: 4149.719727
	Iteration 25Q: 3 clusters Score -722946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -722948.937500 Penalty: 4149.719727
	Iteration 26Q: 3 clusters Score -722948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -722951.000000 Penalty: 4149.719727
	Iteration 27Q: 3 clusters Score -722951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -722956.000000 Penalty: 4149.719727
	Iteration 28Q: 3 clusters Score -722956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -722961.125000 Penalty: 4149.719727
	Iteration 29Q: 3 clusters Score -722961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -722964.937500 Penalty: 4149.719727
	Iteration 30Q: 3 clusters Score -722964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -722969.062500 Penalty: 4149.719727
	Iteration 31Q: 3 clusters Score -722969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -722972.437500 Penalty: 4149.719727
	Iteration 32Q: 3 clusters Score -722972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -722976.375000 Penalty: 4149.719727
	Iteration 33Q: 3 clusters Score -722976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -722979.437500 Penalty: 4149.719727
	Iteration 34Q: 3 clusters Score -722979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -722982.875000 Penalty: 4149.719727
	Iteration 35Q: 3 clusters Score -722982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -722987.625000 Penalty: 4149.719727
	Iteration 36Q: 3 clusters Score -722987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -722989.437500 Penalty: 4149.719727
	Iteration 37Q: 3 clusters Score -722989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -722992.500000 Penalty: 4149.719727
	Iteration 38Q: 3 clusters Score -722992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -722996.437500 Penalty: 4149.719727
	Iteration 39Q: 3 clusters Score -722996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -722996.437500 Penalty: 4149.719727
	Iteration 40F: 3 clusters Score -722996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -722997.812500 Penalty: 4149.719727
	Iteration 41Q: 3 clusters Score -722997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -722997.625000 Penalty: 4149.719727
	Iteration 42Q: 3 clusters Score -722997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -722997.625000 Penalty: 4149.719727
	Iteration 43F: 3 clusters Score -722997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (12887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Entering Unmasked Estep 
Score: -2287762.500000 Penalty: 2347.065430
	Iteration 0F: 2 clusters Score -2287762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2278359.000000 Penalty: 4694.130859
	Iteration 0F: 3 clusters Score -2278359 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2281469.500000 Penalty: 4694.130859
	Iteration 1F: 3 clusters Score -2281470 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2282213.250000 Penalty: 4694.130859
	Iteration 2F: 3 clusters Score -2282213 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2283008.750000 Penalty: 4694.130859
	Iteration 3F: 3 clusters Score -2283009 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2283754.000000 Penalty: 4694.130859
	Iteration 4F: 3 clusters Score -2283754 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2284372.000000 Penalty: 4694.130859
	Iteration 5F: 3 clusters Score -2284372 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2284837.250000 Penalty: 4694.130859
	Iteration 6F: 3 clusters Score -2284837 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2285130.750000 Penalty: 4694.130859
	Iteration 7Q: 3 clusters Score -2285131 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2285337.250000 Penalty: 4694.130859
	Iteration 8Q: 3 clusters Score -2285337 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2285480.000000 Penalty: 4694.130859
	Iteration 9Q: 3 clusters Score -2285480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2285604.500000 Penalty: 4694.130859
	Iteration 10Q: 3 clusters Score -2285604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2285699.000000 Penalty: 4694.130859
	Iteration 11Q: 3 clusters Score -2285699 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2285809.250000 Penalty: 4694.130859
	Iteration 12Q: 3 clusters Score -2285809 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2285888.250000 Penalty: 4694.130859
	Iteration 13Q: 3 clusters Score -2285888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2285950.000000 Penalty: 4694.130859
	Iteration 14Q: 3 clusters Score -2285950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2286017.000000 Penalty: 4694.130859
	Iteration 15Q: 3 clusters Score -2286017 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2286073.750000 Penalty: 4694.130859
	Iteration 16Q: 3 clusters Score -2286074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2286104.000000 Penalty: 4694.130859
	Iteration 17Q: 3 clusters Score -2286104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2286133.750000 Penalty: 4694.130859
	Iteration 18Q: 3 clusters Score -2286134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2286162.750000 Penalty: 4694.130859
	Iteration 19Q: 3 clusters Score -2286163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2286188.500000 Penalty: 4694.130859
	Iteration 20F: 3 clusters Score -2286188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2286199.750000 Penalty: 4694.130859
	Iteration 21Q: 3 clusters Score -2286200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2286214.000000 Penalty: 4694.130859
	Iteration 22Q: 3 clusters Score -2286214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2286218.500000 Penalty: 4694.130859
	Iteration 23Q: 3 clusters Score -2286218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2286219.500000 Penalty: 4694.130859
	Iteration 24Q: 3 clusters Score -2286220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2286231.750000 Penalty: 4694.130859
	Iteration 25Q: 3 clusters Score -2286232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2286231.750000 Penalty: 4694.130859
	Iteration 26Q: 3 clusters Score -2286232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2286233.250000 Penalty: 4694.130859
	Iteration 27Q: 3 clusters Score -2286233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2286230.250000 Penalty: 4694.130859
	Iteration 28Q: 3 clusters Score -2286230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2286229.250000 Penalty: 4694.130859
	Iteration 29Q: 3 clusters Score -2286229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2286235.000000 Penalty: 4694.130859
	Iteration 30Q: 3 clusters Score -2286235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2286237.250000 Penalty: 4694.130859
	Iteration 31Q: 3 clusters Score -2286237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2286238.000000 Penalty: 4694.130859
	Iteration 32Q: 3 clusters Score -2286238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2286237.250000 Penalty: 4694.130859
	Iteration 33Q: 3 clusters Score -2286237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2286240.750000 Penalty: 4694.130859
	Iteration 34Q: 3 clusters Score -2286241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2286241.250000 Penalty: 4694.130859
	Iteration 35Q: 3 clusters Score -2286241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2286242.750000 Penalty: 4694.130859
	Iteration 36Q: 3 clusters Score -2286243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2286246.000000 Penalty: 4694.130859
	Iteration 37Q: 3 clusters Score -2286246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2286245.000000 Penalty: 4694.130859
	Iteration 38Q: 3 clusters Score -2286245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2286245.000000 Penalty: 4694.130859
	Iteration 39F: 3 clusters Score -2286245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18371.203125 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -18371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17183.248047 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -17183.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17527.525391 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -17527.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17707.544922 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -17707.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17830.808594 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -17830.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17904.435547 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -17904.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18049.048828 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -18049.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18172.675781 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -18172.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18194.523438 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -18194.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18200.394531 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -18200.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18205.931641 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -18205.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18220.734375 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -18220.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18222.832031 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -18222.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18222.832031 Penalty: 2879.346924
	Iteration 12F: 3 clusters Score -18222.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -23292.207031 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -23292.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22341.490234 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -22341.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22641.224609 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -22641.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22932.853516 Penalty: 2670.709717
	Iteration 2F: 3 clusters Score -22932.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23098.607422 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -23098.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23200.062500 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -23200.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23243.707031 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -23243.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23262.857422 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -23262.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23263.287109 Penalty: 2670.709717
	Iteration 7F: 3 clusters Score -23263.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23286.330078 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -23286.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23286.330078 Penalty: 2670.709717
	Iteration 9F: 3 clusters Score -23286.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Entering Unmasked Estep 
Score: -629811.125000 Penalty: 2028.650024
	Iteration 0F: 2 clusters Score -629811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -626209.437500 Penalty: 4057.300049
	Iteration 0F: 3 clusters Score -626209.4 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -627069.250000 Penalty: 4057.300049
	Iteration 1F: 3 clusters Score -627069.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -627395.125000 Penalty: 4057.300049
	Iteration 2F: 3 clusters Score -627395.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -627737.125000 Penalty: 4057.300049
	Iteration 3F: 3 clusters Score -627737.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -628057.625000 Penalty: 4057.300049
	Iteration 4F: 3 clusters Score -628057.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -628339.937500 Penalty: 4057.300049
	Iteration 5F: 3 clusters Score -628339.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -628515.437500 Penalty: 4057.300049
	Iteration 6F: 3 clusters Score -628515.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -628612.687500 Penalty: 4057.300049
	Iteration 7Q: 3 clusters Score -628612.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -628676.687500 Penalty: 4057.300049
	Iteration 8Q: 3 clusters Score -628676.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -628711.125000 Penalty: 4057.300049
	Iteration 9Q: 3 clusters Score -628711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -628728.750000 Penalty: 4057.300049
	Iteration 10Q: 3 clusters Score -628728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -628743.687500 Penalty: 4057.300049
	Iteration 11Q: 3 clusters Score -628743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -628749.937500 Penalty: 4057.300049
	Iteration 12Q: 3 clusters Score -628749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -628754.375000 Penalty: 4057.300049
	Iteration 13Q: 3 clusters Score -628754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -628757.250000 Penalty: 4057.300049
	Iteration 14Q: 3 clusters Score -628757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -628760.875000 Penalty: 4057.300049
	Iteration 15Q: 3 clusters Score -628760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -628766.375000 Penalty: 4057.300049
	Iteration 16Q: 3 clusters Score -628766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -628770.562500 Penalty: 4057.300049
	Iteration 17Q: 3 clusters Score -628770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -628776.250000 Penalty: 4057.300049
	Iteration 18Q: 3 clusters Score -628776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -628778.187500 Penalty: 4057.300049
	Iteration 19Q: 3 clusters Score -628778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -628782.312500 Penalty: 4057.300049
	Iteration 20F: 3 clusters Score -628782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -628783.562500 Penalty: 4057.300049
	Iteration 21Q: 3 clusters Score -628783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -628785.562500 Penalty: 4057.300049
	Iteration 22Q: 3 clusters Score -628785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -628784.937500 Penalty: 4057.300049
	Iteration 23Q: 3 clusters Score -628784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -628785.625000 Penalty: 4057.300049
	Iteration 24Q: 3 clusters Score -628785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -628785.625000 Penalty: 4057.300049
	Iteration 25F: 3 clusters Score -628785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -342832.125000 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -342832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -340241.468750 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -340241.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -340698.468750 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -340698.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340805.843750 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -340805.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340883.687500 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -340883.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -340952.500000 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -340952.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -341003.875000 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -341003.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -341039.000000 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -341039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -341064.656250 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -341064.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -341074.437500 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -341074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -341082.218750 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -341082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -341087.687500 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -341087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -341096.781250 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -341096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -341107.968750 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -341108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -341118.218750 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -341118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -341128.750000 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -341128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -341138.562500 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -341138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -341144.937500 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -341144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -341151.312500 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -341151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -341157.843750 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -341157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341163.937500 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -341163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -341167.343750 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -341167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -341172.218750 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -341172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -341178.062500 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -341178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -341183.312500 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -341183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341183.937500 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -341183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341185.468750 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -341185.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -341190.718750 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -341190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -341192.968750 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -341193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341193.187500 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -341193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341193.187500 Penalty: 3773.999756
	Iteration 29F: 3 clusters Score -341193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Entering Unmasked Estep 
Score: -6523192.500000 Penalty: 2601.587891
	Iteration 0F: 2 clusters Score -6523192 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 18100 members 
Entering Unmasked Estep 
Score: -6499634.000000 Penalty: 5203.175781
	Iteration 0F: 3 clusters Score -6499634 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -6508486.000000 Penalty: 5203.175781
	Iteration 1F: 3 clusters Score -6508486 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -6509040.000000 Penalty: 5203.175781
	Iteration 2Q: 3 clusters Score -6509040 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6509554.500000 Penalty: 5203.175781
	Iteration 3Q: 3 clusters Score -6509554 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -6510152.500000 Penalty: 5203.175781
	Iteration 4Q: 3 clusters Score -6510152 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -6511058.500000 Penalty: 5203.175781
	Iteration 5F: 3 clusters Score -6511058 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -6512391.000000 Penalty: 5203.175781
	Iteration 6F: 3 clusters Score -6512391 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6514137.000000 Penalty: 5203.175781
	Iteration 7F: 3 clusters Score -6514137 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -6516205.500000 Penalty: 5203.175781
	Iteration 8F: 3 clusters Score -6516206 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -6518252.000000 Penalty: 5203.175781
	Iteration 9F: 3 clusters Score -6518252 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -6519677.000000 Penalty: 5203.175781
	Iteration 10Q: 3 clusters Score -6519677 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6520408.000000 Penalty: 5203.175781
	Iteration 11Q: 3 clusters Score -6520408 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -6520679.000000 Penalty: 5203.175781
	Iteration 12Q: 3 clusters Score -6520679 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -6520814.000000 Penalty: 5203.175781
	Iteration 13Q: 3 clusters Score -6520814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -6520880.500000 Penalty: 5203.175781
	Iteration 14Q: 3 clusters Score -6520880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -6520921.000000 Penalty: 5203.175781
	Iteration 15Q: 3 clusters Score -6520921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -6520963.000000 Penalty: 5203.175781
	Iteration 16Q: 3 clusters Score -6520963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -6520982.000000 Penalty: 5203.175781
	Iteration 17Q: 3 clusters Score -6520982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -6520994.500000 Penalty: 5203.175781
	Iteration 18Q: 3 clusters Score -6520994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -6521012.500000 Penalty: 5203.175781
	Iteration 19Q: 3 clusters Score -6521012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -6521019.000000 Penalty: 5203.175781
	Iteration 20F: 3 clusters Score -6521019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6521019.500000 Penalty: 5203.175781
	Iteration 21Q: 3 clusters Score -6521020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6521025.500000 Penalty: 5203.175781
	Iteration 22Q: 3 clusters Score -6521026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6521024.500000 Penalty: 5203.175781
	Iteration 23Q: 3 clusters Score -6521024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6521024.500000 Penalty: 5203.175781
	Iteration 24F: 3 clusters Score -6521024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (30131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Entering Unmasked Estep 
Score: -5377851.000000 Penalty: 2557.700684
	Iteration 0F: 2 clusters Score -5377851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -5357345.500000 Penalty: 5115.401367
	Iteration 0F: 3 clusters Score -5357346 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -5364800.000000 Penalty: 5115.401367
	Iteration 1F: 3 clusters Score -5364800 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5365318.000000 Penalty: 5115.401367
	Iteration 2Q: 3 clusters Score -5365318 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5365856.500000 Penalty: 5115.401367
	Iteration 3Q: 3 clusters Score -5365856 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5366384.500000 Penalty: 5115.401367
	Iteration 4Q: 3 clusters Score -5366384 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5366957.000000 Penalty: 5115.401367
	Iteration 5Q: 3 clusters Score -5366957 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5367664.500000 Penalty: 5115.401367
	Iteration 6Q: 3 clusters Score -5367664 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5368430.500000 Penalty: 5115.401367
	Iteration 7F: 3 clusters Score -5368430 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5369200.500000 Penalty: 5115.401367
	Iteration 8F: 3 clusters Score -5369200 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5369925.000000 Penalty: 5115.401367
	Iteration 9Q: 3 clusters Score -5369925 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5370573.500000 Penalty: 5115.401367
	Iteration 10Q: 3 clusters Score -5370574 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5371190.500000 Penalty: 5115.401367
	Iteration 11Q: 3 clusters Score -5371190 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5371698.500000 Penalty: 5115.401367
	Iteration 12Q: 3 clusters Score -5371698 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5372244.000000 Penalty: 5115.401367
	Iteration 13Q: 3 clusters Score -5372244 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -5372802.000000 Penalty: 5115.401367
	Iteration 14Q: 3 clusters Score -5372802 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5373353.000000 Penalty: 5115.401367
	Iteration 15Q: 3 clusters Score -5373353 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5373893.000000 Penalty: 5115.401367
	Iteration 16Q: 3 clusters Score -5373893 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -5374317.500000 Penalty: 5115.401367
	Iteration 17Q: 3 clusters Score -5374318 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5374647.500000 Penalty: 5115.401367
	Iteration 18Q: 3 clusters Score -5374648 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5374910.500000 Penalty: 5115.401367
	Iteration 19Q: 3 clusters Score -5374910 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5375093.000000 Penalty: 5115.401367
	Iteration 20F: 3 clusters Score -5375093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5375226.500000 Penalty: 5115.401367
	Iteration 21Q: 3 clusters Score -5375226 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5375315.000000 Penalty: 5115.401367
	Iteration 22Q: 3 clusters Score -5375315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5375379.500000 Penalty: 5115.401367
	Iteration 23Q: 3 clusters Score -5375380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -5375432.000000 Penalty: 5115.401367
	Iteration 24Q: 3 clusters Score -5375432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -5375464.000000 Penalty: 5115.401367
	Iteration 25Q: 3 clusters Score -5375464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -5375480.500000 Penalty: 5115.401367
	Iteration 26Q: 3 clusters Score -5375480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5375491.500000 Penalty: 5115.401367
	Iteration 27Q: 3 clusters Score -5375492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -5375505.000000 Penalty: 5115.401367
	Iteration 28Q: 3 clusters Score -5375505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5375512.500000 Penalty: 5115.401367
	Iteration 29Q: 3 clusters Score -5375512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5375518.000000 Penalty: 5115.401367
	Iteration 30Q: 3 clusters Score -5375518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5375511.000000 Penalty: 5115.401367
	Iteration 31Q: 3 clusters Score -5375511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5375521.000000 Penalty: 5115.401367
	Iteration 32Q: 3 clusters Score -5375521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -5375537.000000 Penalty: 5115.401367
	Iteration 33Q: 3 clusters Score -5375537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5375549.500000 Penalty: 5115.401367
	Iteration 34Q: 3 clusters Score -5375550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5375555.500000 Penalty: 5115.401367
	Iteration 35Q: 3 clusters Score -5375556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5375572.500000 Penalty: 5115.401367
	Iteration 36Q: 3 clusters Score -5375572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -5375581.000000 Penalty: 5115.401367
	Iteration 37Q: 3 clusters Score -5375581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -5375588.000000 Penalty: 5115.401367
	Iteration 38Q: 3 clusters Score -5375588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -5375595.000000 Penalty: 5115.401367
	Iteration 39Q: 3 clusters Score -5375595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5375598.000000 Penalty: 5115.401367
	Iteration 40F: 3 clusters Score -5375598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5375606.500000 Penalty: 5115.401367
	Iteration 41Q: 3 clusters Score -5375606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -5375607.500000 Penalty: 5115.401367
	Iteration 42Q: 3 clusters Score -5375608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5375615.500000 Penalty: 5115.401367
	Iteration 43Q: 3 clusters Score -5375616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -5375618.500000 Penalty: 5115.401367
	Iteration 44Q: 3 clusters Score -5375618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5375624.500000 Penalty: 5115.401367
	Iteration 45Q: 3 clusters Score -5375624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5375626.500000 Penalty: 5115.401367
	Iteration 46Q: 3 clusters Score -5375626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5375631.000000 Penalty: 5115.401367
	Iteration 47Q: 3 clusters Score -5375631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -5375626.000000 Penalty: 5115.401367
	Iteration 48Q: 3 clusters Score -5375626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5375638.000000 Penalty: 5115.401367
	Iteration 49Q: 3 clusters Score -5375638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5375640.000000 Penalty: 5115.401367
	Iteration 50Q: 3 clusters Score -5375640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5375651.500000 Penalty: 5115.401367
	Iteration 51Q: 3 clusters Score -5375652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -5375656.000000 Penalty: 5115.401367
	Iteration 52Q: 3 clusters Score -5375656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5375664.500000 Penalty: 5115.401367
	Iteration 53Q: 3 clusters Score -5375664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5375659.500000 Penalty: 5115.401367
	Iteration 54Q: 3 clusters Score -5375660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5375659.500000 Penalty: 5115.401367
	Iteration 55F: 3 clusters Score -5375660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -1367276.125000 Penalty: 2226.614014
	Iteration 0F: 2 clusters Score -1367276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1360948.625000 Penalty: 4453.228027
	Iteration 0F: 3 clusters Score -1360949 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1362959.375000 Penalty: 4453.228027
	Iteration 1F: 3 clusters Score -1362959 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1363666.750000 Penalty: 4453.228027
	Iteration 2F: 3 clusters Score -1363667 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1364521.000000 Penalty: 4453.228027
	Iteration 3F: 3 clusters Score -1364521 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1365214.500000 Penalty: 4453.228027
	Iteration 4F: 3 clusters Score -1365214 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1365564.875000 Penalty: 4453.228027
	Iteration 5F: 3 clusters Score -1365565 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1365735.000000 Penalty: 4453.228027
	Iteration 6Q: 3 clusters Score -1365735 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1365835.750000 Penalty: 4453.228027
	Iteration 7Q: 3 clusters Score -1365836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1365890.250000 Penalty: 4453.228027
	Iteration 8Q: 3 clusters Score -1365890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1365928.750000 Penalty: 4453.228027
	Iteration 9Q: 3 clusters Score -1365929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1365963.125000 Penalty: 4453.228027
	Iteration 10Q: 3 clusters Score -1365963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1365988.750000 Penalty: 4453.228027
	Iteration 11Q: 3 clusters Score -1365989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1366010.125000 Penalty: 4453.228027
	Iteration 12Q: 3 clusters Score -1366010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1366033.500000 Penalty: 4453.228027
	Iteration 13Q: 3 clusters Score -1366034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1366062.125000 Penalty: 4453.228027
	Iteration 14Q: 3 clusters Score -1366062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1366086.500000 Penalty: 4453.228027
	Iteration 15Q: 3 clusters Score -1366086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1366117.875000 Penalty: 4453.228027
	Iteration 16Q: 3 clusters Score -1366118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1366146.375000 Penalty: 4453.228027
	Iteration 17Q: 3 clusters Score -1366146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1366174.750000 Penalty: 4453.228027
	Iteration 18Q: 3 clusters Score -1366175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1366202.625000 Penalty: 4453.228027
	Iteration 19Q: 3 clusters Score -1366203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1366229.875000 Penalty: 4453.228027
	Iteration 20F: 3 clusters Score -1366230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1366247.375000 Penalty: 4453.228027
	Iteration 21Q: 3 clusters Score -1366247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1366262.500000 Penalty: 4453.228027
	Iteration 22Q: 3 clusters Score -1366262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1366277.250000 Penalty: 4453.228027
	Iteration 23Q: 3 clusters Score -1366277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1366292.750000 Penalty: 4453.228027
	Iteration 24Q: 3 clusters Score -1366293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1366304.750000 Penalty: 4453.228027
	Iteration 25Q: 3 clusters Score -1366305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1366313.750000 Penalty: 4453.228027
	Iteration 26Q: 3 clusters Score -1366314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1366326.250000 Penalty: 4453.228027
	Iteration 27Q: 3 clusters Score -1366326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1366333.375000 Penalty: 4453.228027
	Iteration 28Q: 3 clusters Score -1366333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1366337.500000 Penalty: 4453.228027
	Iteration 29Q: 3 clusters Score -1366338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1366343.875000 Penalty: 4453.228027
	Iteration 30Q: 3 clusters Score -1366344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1366343.500000 Penalty: 4453.228027
	Iteration 31Q: 3 clusters Score -1366344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1366351.250000 Penalty: 4453.228027
	Iteration 32Q: 3 clusters Score -1366351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1366355.250000 Penalty: 4453.228027
	Iteration 33Q: 3 clusters Score -1366355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1366357.375000 Penalty: 4453.228027
	Iteration 34Q: 3 clusters Score -1366357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1366360.625000 Penalty: 4453.228027
	Iteration 35Q: 3 clusters Score -1366361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1366363.750000 Penalty: 4453.228027
	Iteration 36Q: 3 clusters Score -1366364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1366365.875000 Penalty: 4453.228027
	Iteration 37Q: 3 clusters Score -1366366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1366368.375000 Penalty: 4453.228027
	Iteration 38Q: 3 clusters Score -1366368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1366366.375000 Penalty: 4453.228027
	Iteration 39Q: 3 clusters Score -1366366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1366367.000000 Penalty: 4453.228027
	Iteration 40F: 3 clusters Score -1366367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1366369.750000 Penalty: 4453.228027
	Iteration 41Q: 3 clusters Score -1366370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1366367.625000 Penalty: 4453.228027
	Iteration 42Q: 3 clusters Score -1366368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1366368.250000 Penalty: 4453.228027
	Iteration 43Q: 3 clusters Score -1366368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1366368.250000 Penalty: 4453.228027
	Iteration 44F: 3 clusters Score -1366368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -498959.500000 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -498959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -495747.031250 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -495747 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -496567.406250 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -496567.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -496788.406250 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -496788.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -496915.250000 Penalty: 3967.007568
	Iteration 3F: 3 clusters Score -496915.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -497002.125000 Penalty: 3967.007568
	Iteration 4Q: 3 clusters Score -497002.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -497048.562500 Penalty: 3967.007568
	Iteration 5Q: 3 clusters Score -497048.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -497073.125000 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -497073.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -497092.468750 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -497092.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -497105.031250 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -497105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -497112.562500 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -497112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -497119.875000 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -497119.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -497127.906250 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -497127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -497131.781250 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -497131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -497135.843750 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -497135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -497140.781250 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -497140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497148.781250 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -497148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -497156.156250 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -497156.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -497162.000000 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -497162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -497175.656250 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -497175.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497192.250000 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -497192.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497207.156250 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -497207.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -497215.906250 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -497215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -497223.812500 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -497223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -497229.375000 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -497229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -497232.687500 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -497232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -497235.687500 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -497235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -497238.281250 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -497238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -497239.593750 Penalty: 3967.007568
	Iteration 27Q: 3 clusters Score -497239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -497243.312500 Penalty: 3967.007568
	Iteration 28Q: 3 clusters Score -497243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -497247.062500 Penalty: 3967.007568
	Iteration 29Q: 3 clusters Score -497247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -497250.812500 Penalty: 3967.007568
	Iteration 30Q: 3 clusters Score -497250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -497255.062500 Penalty: 3967.007568
	Iteration 31Q: 3 clusters Score -497255.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -497262.750000 Penalty: 3967.007568
	Iteration 32Q: 3 clusters Score -497262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -497271.781250 Penalty: 3967.007568
	Iteration 33Q: 3 clusters Score -497271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -497278.562500 Penalty: 3967.007568
	Iteration 34Q: 3 clusters Score -497278.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -497287.718750 Penalty: 3967.007568
	Iteration 35Q: 3 clusters Score -497287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -497297.281250 Penalty: 3967.007568
	Iteration 36Q: 3 clusters Score -497297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -497308.406250 Penalty: 3967.007568
	Iteration 37Q: 3 clusters Score -497308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -497317.812500 Penalty: 3967.007568
	Iteration 38Q: 3 clusters Score -497317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -497322.812500 Penalty: 3967.007568
	Iteration 39Q: 3 clusters Score -497322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -497328.281250 Penalty: 3967.007568
	Iteration 40F: 3 clusters Score -497328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -497331.593750 Penalty: 3967.007568
	Iteration 41Q: 3 clusters Score -497331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -497333.062500 Penalty: 3967.007568
	Iteration 42Q: 3 clusters Score -497333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -497333.843750 Penalty: 3967.007568
	Iteration 43Q: 3 clusters Score -497333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -497336.062500 Penalty: 3967.007568
	Iteration 44Q: 3 clusters Score -497336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -497339.968750 Penalty: 3967.007568
	Iteration 45Q: 3 clusters Score -497340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -497340.343750 Penalty: 3967.007568
	Iteration 46Q: 3 clusters Score -497340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -497341.781250 Penalty: 3967.007568
	Iteration 47Q: 3 clusters Score -497341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -497342.593750 Penalty: 3967.007568
	Iteration 48Q: 3 clusters Score -497342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -497343.718750 Penalty: 3967.007568
	Iteration 49Q: 3 clusters Score -497343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -497344.531250 Penalty: 3967.007568
	Iteration 50Q: 3 clusters Score -497344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -497344.531250 Penalty: 3967.007568
	Iteration 51F: 3 clusters Score -497344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -796086.187500 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -796086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -791587.687500 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -791587.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -793019.750000 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -793019.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -793414.937500 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -793414.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -793722.312500 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -793722.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -793977.437500 Penalty: 4223.136719
	Iteration 4F: 3 clusters Score -793977.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -794238.625000 Penalty: 4223.136719
	Iteration 5Q: 3 clusters Score -794238.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -794526.312500 Penalty: 4223.136719
	Iteration 6Q: 3 clusters Score -794526.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -794772.062500 Penalty: 4223.136719
	Iteration 7Q: 3 clusters Score -794772.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -795001.687500 Penalty: 4223.136719
	Iteration 8Q: 3 clusters Score -795001.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -795183.625000 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -795183.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -795273.687500 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -795273.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -795322.750000 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -795322.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -795347.750000 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -795347.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -795366.750000 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -795366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -795379.000000 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -795379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -795387.937500 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -795387.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -795397.750000 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -795397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -795402.250000 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -795402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -795403.000000 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -795403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -795406.062500 Penalty: 4223.136719
	Iteration 19Q: 3 clusters Score -795406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -795409.625000 Penalty: 4223.136719
	Iteration 20F: 3 clusters Score -795409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -795410.250000 Penalty: 4223.136719
	Iteration 21Q: 3 clusters Score -795410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -795410.625000 Penalty: 4223.136719
	Iteration 22Q: 3 clusters Score -795410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -795410.625000 Penalty: 4223.136719
	Iteration 23F: 3 clusters Score -795410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -1485128.375000 Penalty: 2243.684570
	Iteration 0F: 2 clusters Score -1485128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1478459.125000 Penalty: 4487.369141
	Iteration 0F: 3 clusters Score -1478459 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1480660.875000 Penalty: 4487.369141
	Iteration 1F: 3 clusters Score -1480661 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1481842.625000 Penalty: 4487.369141
	Iteration 2F: 3 clusters Score -1481843 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1483407.250000 Penalty: 4487.369141
	Iteration 3F: 3 clusters Score -1483407 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1484617.500000 Penalty: 4487.369141
	Iteration 4F: 3 clusters Score -1484618 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1485149.250000 Penalty: 4487.369141
	Iteration 5F: 3 clusters Score -1485149 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1485317.250000 Penalty: 4487.369141
	Iteration 6Q: 3 clusters Score -1485317 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1485385.375000 Penalty: 4487.369141
	Iteration 7Q: 3 clusters Score -1485385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1485422.375000 Penalty: 4487.369141
	Iteration 8Q: 3 clusters Score -1485422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1485444.125000 Penalty: 4487.369141
	Iteration 9Q: 3 clusters Score -1485444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1485451.875000 Penalty: 4487.369141
	Iteration 10Q: 3 clusters Score -1485452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1485461.625000 Penalty: 4487.369141
	Iteration 11Q: 3 clusters Score -1485462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1485474.250000 Penalty: 4487.369141
	Iteration 12Q: 3 clusters Score -1485474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1485481.125000 Penalty: 4487.369141
	Iteration 13Q: 3 clusters Score -1485481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1485488.625000 Penalty: 4487.369141
	Iteration 14Q: 3 clusters Score -1485489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1485491.875000 Penalty: 4487.369141
	Iteration 15Q: 3 clusters Score -1485492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1485490.000000 Penalty: 4487.369141
	Iteration 16Q: 3 clusters Score -1485490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1485491.750000 Penalty: 4487.369141
	Iteration 17Q: 3 clusters Score -1485492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1485491.750000 Penalty: 4487.369141
	Iteration 18Q: 3 clusters Score -1485492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1485491.750000 Penalty: 4487.369141
	Iteration 19F: 3 clusters Score -1485492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1845 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 5960 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 5620 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 2133 members 
Mstep: Class 65 contains 11423 members 
Mstep: Class 66 contains 3030 members 
Mstep: Class 67 contains 5292 members 
Mstep: Class 68 contains 2874 members 
Entering Unmasked Estep 
Score: -117267312.000000 Penalty: 226628.296875
Splitting cluster 62 changes total score from -117266120.000000 to -117267312.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 63 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -450973.156250 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -450973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -447913.125000 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -447913.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -448526.593750 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -448526.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -448712.406250 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -448712.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -448830.750000 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -448830.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -448906.437500 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -448906.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -448950.187500 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -448950.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -448979.906250 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -448979.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -449002.343750 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -449002.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -449016.156250 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -449016.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -449027.968750 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -449028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -449036.218750 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -449036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -449040.968750 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -449041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -449046.093750 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -449046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -449053.031250 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -449053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -449059.281250 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -449059.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -449070.781250 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -449070.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449078.531250 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -449078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449084.218750 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -449084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449092.406250 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -449092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449096.406250 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -449096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -449099.156250 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -449099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -449101.093750 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -449101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -449103.062500 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -449103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -449103.406250 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -449103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -449105.281250 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -449105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -449105.937500 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -449105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -449105.937500 Penalty: 3910.936768
	Iteration 26F: 3 clusters Score -449105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6111 members 
Mstep: Class 16 contains 33343 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 22082 members 
Mstep: Class 20 contains 14222 members 
Mstep: Class 21 contains 12239 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76316 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37641 members 
Mstep: Class 32 contains 35430 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1625 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5139 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1845 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38838 members 
Mstep: Class 48 contains 36303 members 
Mstep: Class 49 contains 40761 members 
Mstep: Class 50 contains 5960 members 
Mstep: Class 51 contains 4300 members 
Mstep: Class 52 contains 12887 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3569 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35964 members 
Mstep: Class 58 contains 30131 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 5620 members 
Mstep: Class 63 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117268208.000000 Penalty: 226628.296875
Iteration 159Q: 69 clusters Score -1.172682e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 28301 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 450 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 6006 members 
Mstep: Class 16 contains 33346 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 22118 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76325 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 37685 members 
Mstep: Class 32 contains 35420 members 
Mstep: Class 33 contains 12341 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 2484 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2936 members 
Mstep: Class 39 contains 10235 members 
Mstep: Class 40 contains 5135 members 
Mstep: Class 41 contains 17114 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1919 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38507 members 
Mstep: Class 48 contains 36250 members 
Mstep: Class 49 contains 40806 members 
Mstep: Class 50 contains 5961 members 
Mstep: Class 51 contains 4299 members 
Mstep: Class 52 contains 12918 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3563 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35975 members 
Mstep: Class 58 contains 30555 members 
Mstep: Class 59 contains 7929 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4996 members 
Mstep: Class 62 contains 5614 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 1995 members 
Mstep: Class 65 contains 10897 members 
Mstep: Class 66 contains 2981 members 
Mstep: Class 67 contains 5296 members 
Mstep: Class 68 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271064.000000 Penalty: 226628.296875
Iteration 160F: 69 clusters Score -1.172711e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 28304 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5909 members 
Mstep: Class 16 contains 33361 members 
Mstep: Class 17 contains 33984 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 22057 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76331 members 
Mstep: Class 30 contains 10737 members 
Mstep: Class 31 contains 37702 members 
Mstep: Class 32 contains 35428 members 
Mstep: Class 33 contains 12214 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1612 members 
Mstep: Class 36 contains 2492 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2839 members 
Mstep: Class 39 contains 10230 members 
Mstep: Class 40 contains 5138 members 
Mstep: Class 41 contains 17111 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1934 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 38182 members 
Mstep: Class 48 contains 36218 members 
Mstep: Class 49 contains 40733 members 
Mstep: Class 50 contains 5961 members 
Mstep: Class 51 contains 4304 members 
Mstep: Class 52 contains 12891 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3541 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 35966 members 
Mstep: Class 58 contains 30942 members 
Mstep: Class 59 contains 7924 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 4990 members 
Mstep: Class 62 contains 5611 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 1977 members 
Mstep: Class 65 contains 11006 members 
Mstep: Class 66 contains 2993 members 
Mstep: Class 67 contains 5773 members 
Mstep: Class 68 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117272800.000000 Penalty: 226628.296875
Iteration 161Q: 69 clusters Score -1.172728e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 33983 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 21981 members 
Mstep: Class 20 contains 14231 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76334 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 37718 members 
Mstep: Class 32 contains 35440 members 
Mstep: Class 33 contains 12101 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1608 members 
Mstep: Class 36 contains 2499 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 2803 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5152 members 
Mstep: Class 41 contains 17131 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 437 members 
Mstep: Class 45 contains 1940 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37892 members 
Mstep: Class 48 contains 36221 members 
Mstep: Class 49 contains 40695 members 
Mstep: Class 50 contains 6000 members 
Mstep: Class 51 contains 4302 members 
Mstep: Class 52 contains 12879 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3522 members 
Mstep: Class 56 contains 2018 members 
Mstep: Class 57 contains 35936 members 
Mstep: Class 58 contains 31313 members 
Mstep: Class 59 contains 7921 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 4994 members 
Mstep: Class 62 contains 5651 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 1964 members 
Mstep: Class 65 contains 11064 members 
Mstep: Class 66 contains 3006 members 
Mstep: Class 67 contains 5931 members 
Mstep: Class 68 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117273560.000000 Penalty: 226628.296875
Iteration 162Q: 69 clusters Score -1.172736e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 9513 members 
Mstep: Class 8 contains 3521 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 33386 members 
Mstep: Class 17 contains 33980 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 21915 members 
Mstep: Class 20 contains 14230 members 
Mstep: Class 21 contains 12226 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76328 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37742 members 
Mstep: Class 32 contains 35449 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1602 members 
Mstep: Class 36 contains 2511 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2790 members 
Mstep: Class 39 contains 10230 members 
Mstep: Class 40 contains 5159 members 
Mstep: Class 41 contains 17151 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 439 members 
Mstep: Class 45 contains 1950 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37674 members 
Mstep: Class 48 contains 36218 members 
Mstep: Class 49 contains 40647 members 
Mstep: Class 50 contains 6069 members 
Mstep: Class 51 contains 4302 members 
Mstep: Class 52 contains 12864 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3515 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 35910 members 
Mstep: Class 58 contains 31613 members 
Mstep: Class 59 contains 7918 members 
Mstep: Class 60 contains 2980 members 
Mstep: Class 61 contains 5002 members 
Mstep: Class 62 contains 5708 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1950 members 
Mstep: Class 65 contains 11083 members 
Mstep: Class 66 contains 3020 members 
Mstep: Class 67 contains 5965 members 
Mstep: Class 68 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117274336.000000 Penalty: 226628.296875
Iteration 163Q: 69 clusters Score -1.172743e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 7 contains 9561 members 
Mstep: Class 8 contains 3518 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 33394 members 
Mstep: Class 17 contains 33977 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 21836 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 12222 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 2459 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76325 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37751 members 
Mstep: Class 32 contains 35469 members 
Mstep: Class 33 contains 11986 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1590 members 
Mstep: Class 36 contains 2526 members 
Mstep: Class 37 contains 1614 members 
Mstep: Class 38 contains 2783 members 
Mstep: Class 39 contains 10230 members 
Mstep: Class 40 contains 5172 members 
Mstep: Class 41 contains 17163 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 439 members 
Mstep: Class 45 contains 1960 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37475 members 
Mstep: Class 48 contains 36246 members 
Mstep: Class 49 contains 40611 members 
Mstep: Class 50 contains 6163 members 
Mstep: Class 51 contains 4302 members 
Mstep: Class 52 contains 12873 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 35864 members 
Mstep: Class 58 contains 31878 members 
Mstep: Class 59 contains 7913 members 
Mstep: Class 60 contains 2981 members 
Mstep: Class 61 contains 5027 members 
Mstep: Class 62 contains 5754 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 1940 members 
Mstep: Class 65 contains 11085 members 
Mstep: Class 66 contains 3030 members 
Mstep: Class 67 contains 5924 members 
Mstep: Class 68 contains 3243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117274552.000000 Penalty: 226628.296875
Iteration 164Q: 69 clusters Score -1.172746e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 5310 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 33406 members 
Mstep: Class 17 contains 33978 members 
Mstep: Class 18 contains 10238 members 
Mstep: Class 19 contains 21771 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 12216 members 
Mstep: Class 22 contains 3429 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76323 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37730 members 
Mstep: Class 32 contains 35501 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 2546 members 
Mstep: Class 37 contains 1613 members 
Mstep: Class 38 contains 2777 members 
Mstep: Class 39 contains 10230 members 
Mstep: Class 40 contains 5179 members 
Mstep: Class 41 contains 17182 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 438 members 
Mstep: Class 45 contains 1964 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37266 members 
Mstep: Class 48 contains 36264 members 
Mstep: Class 49 contains 40563 members 
Mstep: Class 50 contains 6265 members 
Mstep: Class 51 contains 4306 members 
Mstep: Class 52 contains 12879 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 35848 members 
Mstep: Class 58 contains 32117 members 
Mstep: Class 59 contains 7911 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5042 members 
Mstep: Class 62 contains 5799 members 
Mstep: Class 63 contains 2657 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11105 members 
Mstep: Class 66 contains 3032 members 
Mstep: Class 67 contains 5867 members 
Mstep: Class 68 contains 3214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117274872.000000 Penalty: 226628.296875
Iteration 165Q: 69 clusters Score -1.172749e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 9654 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 28312 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 33426 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21713 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 12212 members 
Mstep: Class 22 contains 3397 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 76325 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37717 members 
Mstep: Class 32 contains 35514 members 
Mstep: Class 33 contains 11879 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1549 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 2778 members 
Mstep: Class 39 contains 10231 members 
Mstep: Class 40 contains 5188 members 
Mstep: Class 41 contains 17194 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 438 members 
Mstep: Class 45 contains 1969 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37109 members 
Mstep: Class 48 contains 36271 members 
Mstep: Class 49 contains 40503 members 
Mstep: Class 50 contains 6361 members 
Mstep: Class 51 contains 4306 members 
Mstep: Class 52 contains 12897 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3505 members 
Mstep: Class 56 contains 2031 members 
Mstep: Class 57 contains 35824 members 
Mstep: Class 58 contains 32312 members 
Mstep: Class 59 contains 7911 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5054 members 
Mstep: Class 62 contains 5844 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1933 members 
Mstep: Class 65 contains 11134 members 
Mstep: Class 66 contains 3033 members 
Mstep: Class 67 contains 5799 members 
Mstep: Class 68 contains 3176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117275032.000000 Penalty: 226628.296875
Iteration 166Q: 69 clusters Score -1.17275e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 9698 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 28306 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 33440 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 21634 members 
Mstep: Class 20 contains 14229 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 3375 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76326 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37686 members 
Mstep: Class 32 contains 35533 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1522 members 
Mstep: Class 36 contains 2605 members 
Mstep: Class 37 contains 1609 members 
Mstep: Class 38 contains 2779 members 
Mstep: Class 39 contains 10235 members 
Mstep: Class 40 contains 5197 members 
Mstep: Class 41 contains 17208 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 439 members 
Mstep: Class 45 contains 1972 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 37004 members 
Mstep: Class 48 contains 36292 members 
Mstep: Class 49 contains 40464 members 
Mstep: Class 50 contains 6480 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 12915 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3505 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 35810 members 
Mstep: Class 58 contains 32482 members 
Mstep: Class 59 contains 7907 members 
Mstep: Class 60 contains 2976 members 
Mstep: Class 61 contains 5070 members 
Mstep: Class 62 contains 5878 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1933 members 
Mstep: Class 65 contains 11150 members 
Mstep: Class 66 contains 3034 members 
Mstep: Class 67 contains 5700 members 
Mstep: Class 68 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117275448.000000 Penalty: 226628.296875
Iteration 167Q: 69 clusters Score -1.172754e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 3525 members 
Mstep: Class 9 contains 28300 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 33447 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 10220 members 
Mstep: Class 19 contains 21564 members 
Mstep: Class 20 contains 14226 members 
Mstep: Class 21 contains 12205 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76329 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37689 members 
Mstep: Class 32 contains 35544 members 
Mstep: Class 33 contains 11763 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1468 members 
Mstep: Class 36 contains 2658 members 
Mstep: Class 37 contains 1608 members 
Mstep: Class 38 contains 2778 members 
Mstep: Class 39 contains 10238 members 
Mstep: Class 40 contains 5205 members 
Mstep: Class 41 contains 17225 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 440 members 
Mstep: Class 45 contains 1973 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36916 members 
Mstep: Class 48 contains 36319 members 
Mstep: Class 49 contains 40444 members 
Mstep: Class 50 contains 6569 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 12928 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3504 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 35765 members 
Mstep: Class 58 contains 32631 members 
Mstep: Class 59 contains 7905 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 5082 members 
Mstep: Class 62 contains 5906 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1933 members 
Mstep: Class 65 contains 11167 members 
Mstep: Class 66 contains 3037 members 
Mstep: Class 67 contains 5625 members 
Mstep: Class 68 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117275888.000000 Penalty: 226628.296875
Iteration 168Q: 69 clusters Score -1.172759e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 9769 members 
Mstep: Class 8 contains 3524 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 33455 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 21507 members 
Mstep: Class 20 contains 14228 members 
Mstep: Class 21 contains 12200 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76328 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 37679 members 
Mstep: Class 32 contains 35541 members 
Mstep: Class 33 contains 11696 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 1408 members 
Mstep: Class 36 contains 2718 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2775 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5212 members 
Mstep: Class 41 contains 17247 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 443 members 
Mstep: Class 45 contains 1973 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36835 members 
Mstep: Class 48 contains 36319 members 
Mstep: Class 49 contains 40436 members 
Mstep: Class 50 contains 6649 members 
Mstep: Class 51 contains 4312 members 
Mstep: Class 52 contains 12948 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3503 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 35762 members 
Mstep: Class 58 contains 32762 members 
Mstep: Class 59 contains 7900 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 5096 members 
Mstep: Class 62 contains 5930 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1934 members 
Mstep: Class 65 contains 11168 members 
Mstep: Class 66 contains 3037 members 
Mstep: Class 67 contains 5559 members 
Mstep: Class 68 contains 3102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117275848.000000 Penalty: 226628.296875
Iteration 169Q: 69 clusters Score -1.172758e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 9810 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 28278 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 33463 members 
Mstep: Class 17 contains 33974 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 21444 members 
Mstep: Class 20 contains 14224 members 
Mstep: Class 21 contains 12193 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76319 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 37661 members 
Mstep: Class 32 contains 35560 members 
Mstep: Class 33 contains 11646 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1347 members 
Mstep: Class 36 contains 2779 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2769 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5214 members 
Mstep: Class 41 contains 17270 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 445 members 
Mstep: Class 45 contains 1973 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36774 members 
Mstep: Class 48 contains 36324 members 
Mstep: Class 49 contains 40393 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 4316 members 
Mstep: Class 52 contains 12964 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 35770 members 
Mstep: Class 58 contains 32859 members 
Mstep: Class 59 contains 7896 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 5113 members 
Mstep: Class 62 contains 5958 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1934 members 
Mstep: Class 65 contains 11186 members 
Mstep: Class 66 contains 3039 members 
Mstep: Class 67 contains 5505 members 
Mstep: Class 68 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276112.000000 Penalty: 226628.296875
Iteration 170Q: 69 clusters Score -1.172761e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 28273 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 17 contains 33975 members 
Mstep: Class 18 contains 10206 members 
Mstep: Class 19 contains 21389 members 
Mstep: Class 20 contains 14218 members 
Mstep: Class 21 contains 12185 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76326 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 37616 members 
Mstep: Class 32 contains 35568 members 
Mstep: Class 33 contains 11597 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2758 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5214 members 
Mstep: Class 41 contains 17283 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 1974 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36733 members 
Mstep: Class 48 contains 36322 members 
Mstep: Class 49 contains 40397 members 
Mstep: Class 50 contains 6768 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 12976 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2036 members 
Mstep: Class 57 contains 35802 members 
Mstep: Class 58 contains 32938 members 
Mstep: Class 59 contains 7898 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5128 members 
Mstep: Class 62 contains 5987 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11190 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 5461 members 
Mstep: Class 68 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276176.000000 Penalty: 226628.296875
Iteration 171Q: 69 clusters Score -1.172762e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 9866 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 28268 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 33469 members 
Mstep: Class 17 contains 33973 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 21346 members 
Mstep: Class 20 contains 14214 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 2658 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76330 members 
Mstep: Class 30 contains 10747 members 
Mstep: Class 31 contains 37629 members 
Mstep: Class 32 contains 35580 members 
Mstep: Class 33 contains 11535 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1222 members 
Mstep: Class 36 contains 2935 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2758 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5213 members 
Mstep: Class 41 contains 17301 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 446 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36706 members 
Mstep: Class 48 contains 36315 members 
Mstep: Class 49 contains 40383 members 
Mstep: Class 50 contains 6825 members 
Mstep: Class 51 contains 4313 members 
Mstep: Class 52 contains 12988 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 35787 members 
Mstep: Class 58 contains 33019 members 
Mstep: Class 59 contains 7899 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5140 members 
Mstep: Class 62 contains 6004 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11174 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5414 members 
Mstep: Class 68 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276384.000000 Penalty: 226628.296875
Iteration 172Q: 69 clusters Score -1.172764e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 28268 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 33479 members 
Mstep: Class 17 contains 33972 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 21302 members 
Mstep: Class 20 contains 14213 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 2672 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76319 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37621 members 
Mstep: Class 32 contains 35594 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1155 members 
Mstep: Class 36 contains 3007 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2753 members 
Mstep: Class 39 contains 10260 members 
Mstep: Class 40 contains 5216 members 
Mstep: Class 41 contains 17310 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36692 members 
Mstep: Class 48 contains 36311 members 
Mstep: Class 49 contains 40376 members 
Mstep: Class 50 contains 6885 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13001 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35796 members 
Mstep: Class 58 contains 33075 members 
Mstep: Class 59 contains 7898 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5143 members 
Mstep: Class 62 contains 6020 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11190 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5359 members 
Mstep: Class 68 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276704.000000 Penalty: 226628.296875
Iteration 173Q: 69 clusters Score -1.172767e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 9903 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 28267 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 33488 members 
Mstep: Class 17 contains 33972 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 21251 members 
Mstep: Class 20 contains 14215 members 
Mstep: Class 21 contains 12165 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76318 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37604 members 
Mstep: Class 32 contains 35604 members 
Mstep: Class 33 contains 11434 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1088 members 
Mstep: Class 36 contains 3077 members 
Mstep: Class 37 contains 1605 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 10259 members 
Mstep: Class 40 contains 5217 members 
Mstep: Class 41 contains 17324 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36668 members 
Mstep: Class 48 contains 36338 members 
Mstep: Class 49 contains 40375 members 
Mstep: Class 50 contains 6956 members 
Mstep: Class 51 contains 4317 members 
Mstep: Class 52 contains 13009 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35780 members 
Mstep: Class 58 contains 33124 members 
Mstep: Class 59 contains 7895 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5149 members 
Mstep: Class 62 contains 6038 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11200 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5301 members 
Mstep: Class 68 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277072.000000 Penalty: 226628.296875
Iteration 174Q: 69 clusters Score -1.172771e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 28267 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 33501 members 
Mstep: Class 17 contains 33972 members 
Mstep: Class 18 contains 10183 members 
Mstep: Class 19 contains 21203 members 
Mstep: Class 20 contains 14215 members 
Mstep: Class 21 contains 12160 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 2705 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76328 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37589 members 
Mstep: Class 32 contains 35610 members 
Mstep: Class 33 contains 11375 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 1027 members 
Mstep: Class 36 contains 3139 members 
Mstep: Class 37 contains 1604 members 
Mstep: Class 38 contains 2742 members 
Mstep: Class 39 contains 10264 members 
Mstep: Class 40 contains 5219 members 
Mstep: Class 41 contains 17331 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 451 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36652 members 
Mstep: Class 48 contains 36349 members 
Mstep: Class 49 contains 40366 members 
Mstep: Class 50 contains 7027 members 
Mstep: Class 51 contains 4316 members 
Mstep: Class 52 contains 13020 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35768 members 
Mstep: Class 58 contains 33169 members 
Mstep: Class 59 contains 7893 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5158 members 
Mstep: Class 62 contains 6057 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11243 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5239 members 
Mstep: Class 68 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277256.000000 Penalty: 226628.296875
Iteration 175Q: 69 clusters Score -1.172773e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 28268 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 33520 members 
Mstep: Class 17 contains 33971 members 
Mstep: Class 18 contains 10177 members 
Mstep: Class 19 contains 21176 members 
Mstep: Class 20 contains 14214 members 
Mstep: Class 21 contains 12163 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76323 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37574 members 
Mstep: Class 32 contains 35609 members 
Mstep: Class 33 contains 11294 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 3208 members 
Mstep: Class 37 contains 1605 members 
Mstep: Class 38 contains 2739 members 
Mstep: Class 39 contains 10259 members 
Mstep: Class 40 contains 5221 members 
Mstep: Class 41 contains 17340 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36633 members 
Mstep: Class 48 contains 36368 members 
Mstep: Class 49 contains 40361 members 
Mstep: Class 50 contains 7090 members 
Mstep: Class 51 contains 4319 members 
Mstep: Class 52 contains 13033 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35749 members 
Mstep: Class 58 contains 33210 members 
Mstep: Class 59 contains 7892 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5161 members 
Mstep: Class 62 contains 6076 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11284 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5191 members 
Mstep: Class 68 contains 2971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277624.000000 Penalty: 226628.296875
Iteration 176Q: 69 clusters Score -1.172776e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 9962 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 33532 members 
Mstep: Class 17 contains 33971 members 
Mstep: Class 18 contains 10170 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 12158 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76327 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37554 members 
Mstep: Class 32 contains 35613 members 
Mstep: Class 33 contains 11207 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 897 members 
Mstep: Class 36 contains 3273 members 
Mstep: Class 37 contains 1605 members 
Mstep: Class 38 contains 2735 members 
Mstep: Class 39 contains 10263 members 
Mstep: Class 40 contains 5225 members 
Mstep: Class 41 contains 17356 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36594 members 
Mstep: Class 48 contains 36379 members 
Mstep: Class 49 contains 40348 members 
Mstep: Class 50 contains 7150 members 
Mstep: Class 51 contains 4319 members 
Mstep: Class 52 contains 13059 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35745 members 
Mstep: Class 58 contains 33250 members 
Mstep: Class 59 contains 7894 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5169 members 
Mstep: Class 62 contains 6085 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1934 members 
Mstep: Class 65 contains 11317 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5141 members 
Mstep: Class 68 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278024.000000 Penalty: 226628.296875
Iteration 177Q: 69 clusters Score -1.17278e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5407 members 
Mstep: Class 16 contains 33535 members 
Mstep: Class 17 contains 33971 members 
Mstep: Class 18 contains 10167 members 
Mstep: Class 19 contains 21131 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 2752 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76326 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37556 members 
Mstep: Class 32 contains 35614 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 3324 members 
Mstep: Class 37 contains 1605 members 
Mstep: Class 38 contains 2729 members 
Mstep: Class 39 contains 10265 members 
Mstep: Class 40 contains 5225 members 
Mstep: Class 41 contains 17365 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36579 members 
Mstep: Class 48 contains 36377 members 
Mstep: Class 49 contains 40319 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 4321 members 
Mstep: Class 52 contains 13089 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35739 members 
Mstep: Class 58 contains 33278 members 
Mstep: Class 59 contains 7891 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 6090 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11365 members 
Mstep: Class 66 contains 3043 members 
Mstep: Class 67 contains 5096 members 
Mstep: Class 68 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278264.000000 Penalty: 226628.296875
Iteration 178Q: 69 clusters Score -1.172783e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 28277 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 33540 members 
Mstep: Class 17 contains 33971 members 
Mstep: Class 18 contains 10167 members 
Mstep: Class 19 contains 21107 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 12148 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 2761 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76337 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37551 members 
Mstep: Class 32 contains 35619 members 
Mstep: Class 33 contains 11007 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 3351 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2722 members 
Mstep: Class 39 contains 10260 members 
Mstep: Class 40 contains 5226 members 
Mstep: Class 41 contains 17385 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36554 members 
Mstep: Class 48 contains 36358 members 
Mstep: Class 49 contains 40297 members 
Mstep: Class 50 contains 7238 members 
Mstep: Class 51 contains 4321 members 
Mstep: Class 52 contains 13123 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35748 members 
Mstep: Class 58 contains 33315 members 
Mstep: Class 59 contains 7888 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5174 members 
Mstep: Class 62 contains 6093 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11428 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5070 members 
Mstep: Class 68 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278232.000000 Penalty: 226628.296875
Iteration 179Q: 69 clusters Score -1.172782e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 33545 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10165 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 12143 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 2773 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2296 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76344 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37534 members 
Mstep: Class 32 contains 35619 members 
Mstep: Class 33 contains 10899 members 
Mstep: Class 34 contains 1042 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 3371 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2720 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5228 members 
Mstep: Class 41 contains 17406 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36536 members 
Mstep: Class 48 contains 36365 members 
Mstep: Class 49 contains 40290 members 
Mstep: Class 50 contains 7262 members 
Mstep: Class 51 contains 4321 members 
Mstep: Class 52 contains 13159 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35747 members 
Mstep: Class 58 contains 33353 members 
Mstep: Class 59 contains 7887 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5178 members 
Mstep: Class 62 contains 6097 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11463 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5056 members 
Mstep: Class 68 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278504.000000 Penalty: 226628.296875
Iteration 180F: 69 clusters Score -1.172785e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 28270 members 
Mstep: Class 10 contains 279 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 33538 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10166 members 
Mstep: Class 19 contains 21041 members 
Mstep: Class 20 contains 14204 members 
Mstep: Class 21 contains 12142 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 2786 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76367 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37529 members 
Mstep: Class 32 contains 35629 members 
Mstep: Class 33 contains 10819 members 
Mstep: Class 34 contains 1041 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 3380 members 
Mstep: Class 37 contains 1606 members 
Mstep: Class 38 contains 2712 members 
Mstep: Class 39 contains 10258 members 
Mstep: Class 40 contains 5232 members 
Mstep: Class 41 contains 17420 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36516 members 
Mstep: Class 48 contains 36334 members 
Mstep: Class 49 contains 40264 members 
Mstep: Class 50 contains 7276 members 
Mstep: Class 51 contains 4320 members 
Mstep: Class 52 contains 13189 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 35762 members 
Mstep: Class 58 contains 33386 members 
Mstep: Class 59 contains 7884 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 6100 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11520 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5049 members 
Mstep: Class 68 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278744.000000 Penalty: 226628.296875
Iteration 181Q: 69 clusters Score -1.172787e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2732 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 28273 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 33535 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10166 members 
Mstep: Class 19 contains 20992 members 
Mstep: Class 20 contains 14203 members 
Mstep: Class 21 contains 12135 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76362 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37511 members 
Mstep: Class 32 contains 35644 members 
Mstep: Class 33 contains 10724 members 
Mstep: Class 34 contains 1037 members 
Mstep: Class 35 contains 873 members 
Mstep: Class 36 contains 3389 members 
Mstep: Class 37 contains 1608 members 
Mstep: Class 38 contains 2705 members 
Mstep: Class 39 contains 10261 members 
Mstep: Class 40 contains 5233 members 
Mstep: Class 41 contains 17433 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36498 members 
Mstep: Class 48 contains 36330 members 
Mstep: Class 49 contains 40251 members 
Mstep: Class 50 contains 7290 members 
Mstep: Class 51 contains 4321 members 
Mstep: Class 52 contains 13229 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35783 members 
Mstep: Class 58 contains 33422 members 
Mstep: Class 59 contains 7884 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5198 members 
Mstep: Class 62 contains 6107 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1937 members 
Mstep: Class 65 contains 11555 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5039 members 
Mstep: Class 68 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278416.000000 Penalty: 226628.296875
Iteration 182Q: 69 clusters Score -1.172784e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 10125 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10162 members 
Mstep: Class 19 contains 20943 members 
Mstep: Class 20 contains 14200 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 2826 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76374 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37505 members 
Mstep: Class 32 contains 35649 members 
Mstep: Class 33 contains 10642 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 3388 members 
Mstep: Class 37 contains 1609 members 
Mstep: Class 38 contains 2706 members 
Mstep: Class 39 contains 10262 members 
Mstep: Class 40 contains 5233 members 
Mstep: Class 41 contains 17453 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36475 members 
Mstep: Class 48 contains 36319 members 
Mstep: Class 49 contains 40244 members 
Mstep: Class 50 contains 7304 members 
Mstep: Class 51 contains 4321 members 
Mstep: Class 52 contains 13271 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 222 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35794 members 
Mstep: Class 58 contains 33446 members 
Mstep: Class 59 contains 7880 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5205 members 
Mstep: Class 62 contains 6112 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11593 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5028 members 
Mstep: Class 68 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278616.000000 Penalty: 226628.296875
Iteration 183Q: 69 clusters Score -1.172786e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 10148 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 33530 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 20901 members 
Mstep: Class 20 contains 14199 members 
Mstep: Class 21 contains 12131 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 2847 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76383 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37512 members 
Mstep: Class 32 contains 35652 members 
Mstep: Class 33 contains 10580 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 3398 members 
Mstep: Class 37 contains 1610 members 
Mstep: Class 38 contains 2702 members 
Mstep: Class 39 contains 10259 members 
Mstep: Class 40 contains 5233 members 
Mstep: Class 41 contains 17463 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36440 members 
Mstep: Class 48 contains 36317 members 
Mstep: Class 49 contains 40230 members 
Mstep: Class 50 contains 7319 members 
Mstep: Class 51 contains 4319 members 
Mstep: Class 52 contains 13318 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35782 members 
Mstep: Class 58 contains 33472 members 
Mstep: Class 59 contains 7873 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5211 members 
Mstep: Class 62 contains 6119 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11630 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5019 members 
Mstep: Class 68 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278728.000000 Penalty: 226628.296875
Iteration 184Q: 69 clusters Score -1.172787e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 33528 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 14199 members 
Mstep: Class 21 contains 12128 members 
Mstep: Class 22 contains 3289 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76379 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37519 members 
Mstep: Class 32 contains 35667 members 
Mstep: Class 33 contains 10511 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 3410 members 
Mstep: Class 37 contains 1610 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 10259 members 
Mstep: Class 40 contains 5236 members 
Mstep: Class 41 contains 17479 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36408 members 
Mstep: Class 48 contains 36312 members 
Mstep: Class 49 contains 40218 members 
Mstep: Class 50 contains 7345 members 
Mstep: Class 51 contains 4319 members 
Mstep: Class 52 contains 13361 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35783 members 
Mstep: Class 58 contains 33490 members 
Mstep: Class 59 contains 7867 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5218 members 
Mstep: Class 62 contains 6123 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11651 members 
Mstep: Class 66 contains 3044 members 
Mstep: Class 67 contains 5000 members 
Mstep: Class 68 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278752.000000 Penalty: 226628.296875
Iteration 185Q: 69 clusters Score -1.172788e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 20827 members 
Mstep: Class 20 contains 14197 members 
Mstep: Class 21 contains 12128 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 2888 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76386 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37517 members 
Mstep: Class 32 contains 35683 members 
Mstep: Class 33 contains 10439 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 3416 members 
Mstep: Class 37 contains 1611 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 10260 members 
Mstep: Class 40 contains 5236 members 
Mstep: Class 41 contains 17500 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36394 members 
Mstep: Class 48 contains 36291 members 
Mstep: Class 49 contains 40203 members 
Mstep: Class 50 contains 7371 members 
Mstep: Class 51 contains 4320 members 
Mstep: Class 52 contains 13392 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35804 members 
Mstep: Class 58 contains 33517 members 
Mstep: Class 59 contains 7864 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5220 members 
Mstep: Class 62 contains 6127 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11657 members 
Mstep: Class 66 contains 3045 members 
Mstep: Class 67 contains 4985 members 
Mstep: Class 68 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278816.000000 Penalty: 226628.296875
Iteration 186Q: 69 clusters Score -1.172788e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 20803 members 
Mstep: Class 20 contains 14192 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 2917 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76388 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37517 members 
Mstep: Class 32 contains 35706 members 
Mstep: Class 33 contains 10381 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3427 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 2694 members 
Mstep: Class 39 contains 10256 members 
Mstep: Class 40 contains 5237 members 
Mstep: Class 41 contains 17510 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36385 members 
Mstep: Class 48 contains 36280 members 
Mstep: Class 49 contains 40190 members 
Mstep: Class 50 contains 7394 members 
Mstep: Class 51 contains 4322 members 
Mstep: Class 52 contains 13426 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35812 members 
Mstep: Class 58 contains 33532 members 
Mstep: Class 59 contains 7860 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5225 members 
Mstep: Class 62 contains 6130 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11638 members 
Mstep: Class 66 contains 3046 members 
Mstep: Class 67 contains 4970 members 
Mstep: Class 68 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279128.000000 Penalty: 226628.296875
Iteration 187Q: 69 clusters Score -1.172791e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28278 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 33518 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 14191 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76389 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37507 members 
Mstep: Class 32 contains 35721 members 
Mstep: Class 33 contains 10343 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3436 members 
Mstep: Class 37 contains 1613 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 10253 members 
Mstep: Class 40 contains 5238 members 
Mstep: Class 41 contains 17521 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36376 members 
Mstep: Class 48 contains 36275 members 
Mstep: Class 49 contains 40182 members 
Mstep: Class 50 contains 7422 members 
Mstep: Class 51 contains 4326 members 
Mstep: Class 52 contains 13455 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35816 members 
Mstep: Class 58 contains 33554 members 
Mstep: Class 59 contains 7857 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5226 members 
Mstep: Class 62 contains 6134 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1937 members 
Mstep: Class 65 contains 11631 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4945 members 
Mstep: Class 68 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279168.000000 Penalty: 226628.296875
Iteration 188Q: 69 clusters Score -1.172792e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2710 members 
Mstep: Class 7 contains 10276 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 20745 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 12117 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76391 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37512 members 
Mstep: Class 32 contains 35722 members 
Mstep: Class 33 contains 10303 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3439 members 
Mstep: Class 37 contains 1615 members 
Mstep: Class 38 contains 2687 members 
Mstep: Class 39 contains 10257 members 
Mstep: Class 40 contains 5241 members 
Mstep: Class 41 contains 17529 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36365 members 
Mstep: Class 48 contains 36273 members 
Mstep: Class 49 contains 40181 members 
Mstep: Class 50 contains 7441 members 
Mstep: Class 51 contains 4327 members 
Mstep: Class 52 contains 13482 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35808 members 
Mstep: Class 58 contains 33566 members 
Mstep: Class 59 contains 7857 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5224 members 
Mstep: Class 62 contains 6139 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1937 members 
Mstep: Class 65 contains 11638 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4928 members 
Mstep: Class 68 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279160.000000 Penalty: 226628.296875
Iteration 189Q: 69 clusters Score -1.172792e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 20715 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 12114 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76391 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37511 members 
Mstep: Class 32 contains 35707 members 
Mstep: Class 33 contains 10273 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3440 members 
Mstep: Class 37 contains 1619 members 
Mstep: Class 38 contains 2685 members 
Mstep: Class 39 contains 10260 members 
Mstep: Class 40 contains 5242 members 
Mstep: Class 41 contains 17540 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36347 members 
Mstep: Class 48 contains 36273 members 
Mstep: Class 49 contains 40191 members 
Mstep: Class 50 contains 7463 members 
Mstep: Class 51 contains 4329 members 
Mstep: Class 52 contains 13504 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35804 members 
Mstep: Class 58 contains 33585 members 
Mstep: Class 59 contains 7857 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5229 members 
Mstep: Class 62 contains 6141 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1937 members 
Mstep: Class 65 contains 11646 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4910 members 
Mstep: Class 68 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279208.000000 Penalty: 226628.296875
Iteration 190Q: 69 clusters Score -1.172792e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28268 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 20696 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 12112 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76394 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37509 members 
Mstep: Class 32 contains 35694 members 
Mstep: Class 33 contains 10247 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3442 members 
Mstep: Class 37 contains 1622 members 
Mstep: Class 38 contains 2683 members 
Mstep: Class 39 contains 10261 members 
Mstep: Class 40 contains 5244 members 
Mstep: Class 41 contains 17541 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36344 members 
Mstep: Class 48 contains 36255 members 
Mstep: Class 49 contains 40189 members 
Mstep: Class 50 contains 7489 members 
Mstep: Class 51 contains 4329 members 
Mstep: Class 52 contains 13518 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35822 members 
Mstep: Class 58 contains 33591 members 
Mstep: Class 59 contains 7858 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5231 members 
Mstep: Class 62 contains 6144 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11658 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4892 members 
Mstep: Class 68 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279360.000000 Penalty: 226628.296875
Iteration 191Q: 69 clusters Score -1.172794e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 10312 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10157 members 
Mstep: Class 19 contains 20684 members 
Mstep: Class 20 contains 14188 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3000 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76396 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37511 members 
Mstep: Class 32 contains 35693 members 
Mstep: Class 33 contains 10218 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3447 members 
Mstep: Class 37 contains 1623 members 
Mstep: Class 38 contains 2681 members 
Mstep: Class 39 contains 10258 members 
Mstep: Class 40 contains 5246 members 
Mstep: Class 41 contains 17551 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36333 members 
Mstep: Class 48 contains 36251 members 
Mstep: Class 49 contains 40189 members 
Mstep: Class 50 contains 7509 members 
Mstep: Class 51 contains 4332 members 
Mstep: Class 52 contains 13530 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35820 members 
Mstep: Class 58 contains 33599 members 
Mstep: Class 59 contains 7857 members 
Mstep: Class 60 contains 2979 members 
Mstep: Class 61 contains 5231 members 
Mstep: Class 62 contains 6146 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11663 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4878 members 
Mstep: Class 68 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279384.000000 Penalty: 226628.296875
Iteration 192Q: 69 clusters Score -1.172794e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 10326 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 12107 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76400 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37501 members 
Mstep: Class 32 contains 35692 members 
Mstep: Class 33 contains 10196 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3453 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2674 members 
Mstep: Class 39 contains 10258 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17559 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36330 members 
Mstep: Class 48 contains 36248 members 
Mstep: Class 49 contains 40186 members 
Mstep: Class 50 contains 7538 members 
Mstep: Class 51 contains 4334 members 
Mstep: Class 52 contains 13542 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35826 members 
Mstep: Class 58 contains 33605 members 
Mstep: Class 59 contains 7857 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5230 members 
Mstep: Class 62 contains 6147 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11672 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4857 members 
Mstep: Class 68 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279360.000000 Penalty: 226628.296875
Iteration 193Q: 69 clusters Score -1.172794e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2690 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10153 members 
Mstep: Class 19 contains 20658 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76403 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37508 members 
Mstep: Class 32 contains 35686 members 
Mstep: Class 33 contains 10177 members 
Mstep: Class 34 contains 1035 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 3460 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2669 members 
Mstep: Class 39 contains 10257 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17565 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36328 members 
Mstep: Class 48 contains 36255 members 
Mstep: Class 49 contains 40191 members 
Mstep: Class 50 contains 7563 members 
Mstep: Class 51 contains 4333 members 
Mstep: Class 52 contains 13553 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35812 members 
Mstep: Class 58 contains 33601 members 
Mstep: Class 59 contains 7858 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5231 members 
Mstep: Class 62 contains 6149 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1936 members 
Mstep: Class 65 contains 11673 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4840 members 
Mstep: Class 68 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279144.000000 Penalty: 226628.296875
Iteration 194Q: 69 clusters Score -1.172791e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 10350 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 28262 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10151 members 
Mstep: Class 19 contains 20646 members 
Mstep: Class 20 contains 14183 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76401 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37514 members 
Mstep: Class 32 contains 35677 members 
Mstep: Class 33 contains 10149 members 
Mstep: Class 34 contains 1034 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 3464 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2668 members 
Mstep: Class 39 contains 10256 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17574 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1976 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36327 members 
Mstep: Class 48 contains 36247 members 
Mstep: Class 49 contains 40194 members 
Mstep: Class 50 contains 7578 members 
Mstep: Class 51 contains 4334 members 
Mstep: Class 52 contains 13560 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35817 members 
Mstep: Class 58 contains 33604 members 
Mstep: Class 59 contains 7858 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5233 members 
Mstep: Class 62 contains 6151 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1938 members 
Mstep: Class 65 contains 11677 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4836 members 
Mstep: Class 68 contains 2911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279296.000000 Penalty: 226628.296875
Iteration 195Q: 69 clusters Score -1.172793e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 10363 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5281 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10150 members 
Mstep: Class 19 contains 20636 members 
Mstep: Class 20 contains 14180 members 
Mstep: Class 21 contains 12103 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3035 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76401 members 
Mstep: Class 30 contains 10754 members 
Mstep: Class 31 contains 37508 members 
Mstep: Class 32 contains 35672 members 
Mstep: Class 33 contains 10132 members 
Mstep: Class 34 contains 1031 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 3467 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17578 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1977 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36321 members 
Mstep: Class 48 contains 36237 members 
Mstep: Class 49 contains 40197 members 
Mstep: Class 50 contains 7598 members 
Mstep: Class 51 contains 4336 members 
Mstep: Class 52 contains 13564 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2041 members 
Mstep: Class 57 contains 35824 members 
Mstep: Class 58 contains 33612 members 
Mstep: Class 59 contains 7860 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5238 members 
Mstep: Class 62 contains 6153 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1937 members 
Mstep: Class 65 contains 11681 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4824 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279384.000000 Penalty: 226628.296875
Iteration 196Q: 69 clusters Score -1.172794e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 10370 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28262 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5281 members 
Mstep: Class 16 contains 33513 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10151 members 
Mstep: Class 19 contains 20621 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76392 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37490 members 
Mstep: Class 32 contains 35662 members 
Mstep: Class 33 contains 10119 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 3472 members 
Mstep: Class 37 contains 1623 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17582 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1979 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36310 members 
Mstep: Class 48 contains 36238 members 
Mstep: Class 49 contains 40201 members 
Mstep: Class 50 contains 7610 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13569 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35846 members 
Mstep: Class 58 contains 33629 members 
Mstep: Class 59 contains 7859 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5244 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1935 members 
Mstep: Class 65 contains 11689 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4821 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279352.000000 Penalty: 226628.296875
Iteration 197Q: 69 clusters Score -1.172794e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 10386 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28262 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 16 contains 33511 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 19 contains 20604 members 
Mstep: Class 20 contains 14176 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76389 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37476 members 
Mstep: Class 32 contains 35664 members 
Mstep: Class 33 contains 10111 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3475 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2666 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17584 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1983 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36304 members 
Mstep: Class 48 contains 36248 members 
Mstep: Class 49 contains 40186 members 
Mstep: Class 50 contains 7625 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13572 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35854 members 
Mstep: Class 58 contains 33646 members 
Mstep: Class 59 contains 7854 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5255 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1933 members 
Mstep: Class 65 contains 11703 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4812 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279608.000000 Penalty: 226628.296875
Iteration 198Q: 69 clusters Score -1.172796e+08 nChanged 200
Entering ConstructFrom: 
Score: -117279608.000000 Penalty: 226628.296875
Entering ConstructFrom: 
Trying to split cluster 1 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -731492.625000 Penalty: 2083.363525
	Iteration 0F: 2 clusters Score -731492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -727352.312500 Penalty: 4166.727051
	Iteration 0F: 3 clusters Score -727352.3 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -728484.250000 Penalty: 4166.727051
	Iteration 1F: 3 clusters Score -728484.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -728838.687500 Penalty: 4166.727051
	Iteration 2F: 3 clusters Score -728838.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -729206.187500 Penalty: 4166.727051
	Iteration 3F: 3 clusters Score -729206.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -729491.437500 Penalty: 4166.727051
	Iteration 4F: 3 clusters Score -729491.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -729687.750000 Penalty: 4166.727051
	Iteration 5F: 3 clusters Score -729687.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -729818.000000 Penalty: 4166.727051
	Iteration 6Q: 3 clusters Score -729818 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -729921.000000 Penalty: 4166.727051
	Iteration 7Q: 3 clusters Score -729921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -730002.562500 Penalty: 4166.727051
	Iteration 8Q: 3 clusters Score -730002.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -730067.562500 Penalty: 4166.727051
	Iteration 9Q: 3 clusters Score -730067.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -730123.750000 Penalty: 4166.727051
	Iteration 10Q: 3 clusters Score -730123.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -730176.812500 Penalty: 4166.727051
	Iteration 11Q: 3 clusters Score -730176.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -730231.875000 Penalty: 4166.727051
	Iteration 12Q: 3 clusters Score -730231.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -730317.500000 Penalty: 4166.727051
	Iteration 13Q: 3 clusters Score -730317.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -730413.125000 Penalty: 4166.727051
	Iteration 14Q: 3 clusters Score -730413.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -730519.312500 Penalty: 4166.727051
	Iteration 15Q: 3 clusters Score -730519.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -730608.562500 Penalty: 4166.727051
	Iteration 16Q: 3 clusters Score -730608.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -730683.062500 Penalty: 4166.727051
	Iteration 17Q: 3 clusters Score -730683.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -730737.500000 Penalty: 4166.727051
	Iteration 18Q: 3 clusters Score -730737.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -730778.875000 Penalty: 4166.727051
	Iteration 19Q: 3 clusters Score -730778.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -730805.250000 Penalty: 4166.727051
	Iteration 20F: 3 clusters Score -730805.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -730822.500000 Penalty: 4166.727051
	Iteration 21Q: 3 clusters Score -730822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -730828.937500 Penalty: 4166.727051
	Iteration 22Q: 3 clusters Score -730828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -730834.687500 Penalty: 4166.727051
	Iteration 23Q: 3 clusters Score -730834.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -730842.875000 Penalty: 4166.727051
	Iteration 24Q: 3 clusters Score -730842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -730845.500000 Penalty: 4166.727051
	Iteration 25Q: 3 clusters Score -730845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -730848.875000 Penalty: 4166.727051
	Iteration 26Q: 3 clusters Score -730848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -730849.437500 Penalty: 4166.727051
	Iteration 27Q: 3 clusters Score -730849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -730851.687500 Penalty: 4166.727051
	Iteration 28Q: 3 clusters Score -730851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -730852.000000 Penalty: 4166.727051
	Iteration 29Q: 3 clusters Score -730852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -730854.312500 Penalty: 4166.727051
	Iteration 30Q: 3 clusters Score -730854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -730856.000000 Penalty: 4166.727051
	Iteration 31Q: 3 clusters Score -730856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -730858.062500 Penalty: 4166.727051
	Iteration 32Q: 3 clusters Score -730858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -730861.937500 Penalty: 4166.727051
	Iteration 33Q: 3 clusters Score -730861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -730866.375000 Penalty: 4166.727051
	Iteration 34Q: 3 clusters Score -730866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -730868.125000 Penalty: 4166.727051
	Iteration 35Q: 3 clusters Score -730868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -730867.875000 Penalty: 4166.727051
	Iteration 36Q: 3 clusters Score -730867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -730867.875000 Penalty: 4166.727051
	Iteration 37F: 3 clusters Score -730867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -585725.187500 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -585725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -582176.187500 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -582176.2 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -582901.125000 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -582901.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -583111.000000 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -583111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -583259.187500 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -583259.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -583372.750000 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -583372.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -583444.375000 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -583444.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -583490.125000 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -583490.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -583523.812500 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -583523.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -583555.937500 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -583555.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -583591.125000 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -583591.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -583627.000000 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -583627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -583661.562500 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -583661.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -583697.437500 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -583697.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -583737.250000 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -583737.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -583775.687500 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -583775.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -583804.562500 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -583804.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -583831.750000 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -583831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -583854.312500 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -583854.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -583871.937500 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -583871.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -583885.000000 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -583885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -583894.125000 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -583894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -583901.625000 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -583901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -583908.562500 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -583908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -583919.250000 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -583919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -583928.125000 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -583928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -583937.187500 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -583937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -583944.562500 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -583944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -583946.437500 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -583946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -583948.875000 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -583948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -583951.062500 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -583951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -583955.500000 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -583955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -583959.375000 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -583959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -583962.562500 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -583962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -583966.750000 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -583966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -583971.687500 Penalty: 4037.451904
	Iteration 34Q: 3 clusters Score -583971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -583976.625000 Penalty: 4037.451904
	Iteration 35Q: 3 clusters Score -583976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -583980.875000 Penalty: 4037.451904
	Iteration 36Q: 3 clusters Score -583980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -583986.250000 Penalty: 4037.451904
	Iteration 37Q: 3 clusters Score -583986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -583989.437500 Penalty: 4037.451904
	Iteration 38Q: 3 clusters Score -583989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -583992.812500 Penalty: 4037.451904
	Iteration 39Q: 3 clusters Score -583992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -583994.312500 Penalty: 4037.451904
	Iteration 40F: 3 clusters Score -583994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -583997.937500 Penalty: 4037.451904
	Iteration 41Q: 3 clusters Score -583997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -583999.375000 Penalty: 4037.451904
	Iteration 42Q: 3 clusters Score -583999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -584002.000000 Penalty: 4037.451904
	Iteration 43Q: 3 clusters Score -584002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -584002.562500 Penalty: 4037.451904
	Iteration 44Q: 3 clusters Score -584002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -584004.062500 Penalty: 4037.451904
	Iteration 45Q: 3 clusters Score -584004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -584005.187500 Penalty: 4037.451904
	Iteration 46Q: 3 clusters Score -584005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -584007.125000 Penalty: 4037.451904
	Iteration 47Q: 3 clusters Score -584007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -584009.187500 Penalty: 4037.451904
	Iteration 48Q: 3 clusters Score -584009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -584014.187500 Penalty: 4037.451904
	Iteration 49Q: 3 clusters Score -584014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -584018.437500 Penalty: 4037.451904
	Iteration 50Q: 3 clusters Score -584018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -584022.437500 Penalty: 4037.451904
	Iteration 51Q: 3 clusters Score -584022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -584026.250000 Penalty: 4037.451904
	Iteration 52Q: 3 clusters Score -584026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -584033.687500 Penalty: 4037.451904
	Iteration 53Q: 3 clusters Score -584033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -584037.687500 Penalty: 4037.451904
	Iteration 54Q: 3 clusters Score -584037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -584039.000000 Penalty: 4037.451904
	Iteration 55Q: 3 clusters Score -584039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -584042.937500 Penalty: 4037.451904
	Iteration 56Q: 3 clusters Score -584042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -584044.312500 Penalty: 4037.451904
	Iteration 57Q: 3 clusters Score -584044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -584044.312500 Penalty: 4037.451904
	Iteration 58Q: 3 clusters Score -584044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -584044.312500 Penalty: 4037.451904
	Iteration 59F: 3 clusters Score -584044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -350305.500000 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -350305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -347634.281250 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -347634.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -348214.281250 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -348214.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -348405.031250 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -348405 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -348538.156250 Penalty: 3813.473877
	Iteration 3F: 3 clusters Score -348538.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -348654.343750 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -348654.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -348801.656250 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -348801.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -348944.843750 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -348944.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -349061.968750 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -349062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -349190.281250 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -349190.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -349295.687500 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -349295.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -349382.875000 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -349382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -349432.468750 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -349432.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -349460.343750 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -349460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -349468.468750 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -349468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -349471.656250 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -349471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -349474.906250 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -349474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -349477.125000 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -349477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -349482.375000 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -349482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -349484.593750 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -349484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -349485.062500 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -349485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -349489.125000 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -349489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -349492.500000 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -349492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -349495.812500 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -349495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -349497.906250 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -349497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349499.375000 Penalty: 3813.473877
	Iteration 24Q: 3 clusters Score -349499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349501.031250 Penalty: 3813.473877
	Iteration 25Q: 3 clusters Score -349501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349501.031250 Penalty: 3813.473877
	Iteration 26F: 3 clusters Score -349501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -171365.296875 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -171365.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169364.390625 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -169364.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -169690.890625 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -169690.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -169790.281250 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -169790.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -169854.343750 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -169854.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -169920.031250 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -169920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -169978.718750 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -169978.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170030.484375 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -170030.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170082.500000 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -170082.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170113.390625 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -170113.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170123.109375 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -170123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170139.562500 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -170139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170162.140625 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -170162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170181.265625 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -170181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170189.218750 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -170189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -170197.437500 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -170197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170203.328125 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -170203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -170216.171875 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -170216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170224.765625 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -170224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170237.265625 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -170237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170244.750000 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -170244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170245.765625 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -170245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -945458.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -945458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -940794.312500 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -940794.3 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -941925.875000 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -941925.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -942118.437500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -942118.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -942233.187500 Penalty: 4254.737793
	Iteration 3Q: 3 clusters Score -942233.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -942300.125000 Penalty: 4254.737793
	Iteration 4Q: 3 clusters Score -942300.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -942353.187500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -942353.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -942410.062500 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -942410.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -942469.687500 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -942469.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -942518.687500 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -942518.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -942570.062500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -942570.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -942618.312500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -942618.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -942657.687500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -942657.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -942698.062500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -942698.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -942730.000000 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -942730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -942762.437500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -942762.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -942801.312500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -942801.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -942831.125000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -942831.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -942863.250000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -942863.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -942890.125000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -942890.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -942922.687500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -942922.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -942958.062500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -942958.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -943001.937500 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -943001.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -943058.937500 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -943058.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -943106.687500 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -943106.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -943152.437500 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -943152.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -943199.937500 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -943199.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -943260.250000 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -943260.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -943316.687500 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -943316.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -943373.937500 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -943373.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -943416.187500 Penalty: 4254.737793
	Iteration 29Q: 3 clusters Score -943416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -943457.875000 Penalty: 4254.737793
	Iteration 30Q: 3 clusters Score -943457.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -943501.625000 Penalty: 4254.737793
	Iteration 31Q: 3 clusters Score -943501.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -943540.000000 Penalty: 4254.737793
	Iteration 32Q: 3 clusters Score -943540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -943563.125000 Penalty: 4254.737793
	Iteration 33Q: 3 clusters Score -943563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -943585.562500 Penalty: 4254.737793
	Iteration 34Q: 3 clusters Score -943585.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -943608.937500 Penalty: 4254.737793
	Iteration 35Q: 3 clusters Score -943608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -943628.875000 Penalty: 4254.737793
	Iteration 36Q: 3 clusters Score -943628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -943640.312500 Penalty: 4254.737793
	Iteration 37Q: 3 clusters Score -943640.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -943651.875000 Penalty: 4254.737793
	Iteration 38Q: 3 clusters Score -943651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -943662.937500 Penalty: 4254.737793
	Iteration 39Q: 3 clusters Score -943662.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -943673.062500 Penalty: 4254.737793
	Iteration 40F: 3 clusters Score -943673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -943685.000000 Penalty: 4254.737793
	Iteration 41Q: 3 clusters Score -943685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -943694.500000 Penalty: 4254.737793
	Iteration 42Q: 3 clusters Score -943694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -943703.687500 Penalty: 4254.737793
	Iteration 43Q: 3 clusters Score -943703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -943709.750000 Penalty: 4254.737793
	Iteration 44Q: 3 clusters Score -943709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -943716.375000 Penalty: 4254.737793
	Iteration 45Q: 3 clusters Score -943716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -943720.500000 Penalty: 4254.737793
	Iteration 46Q: 3 clusters Score -943720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -943725.625000 Penalty: 4254.737793
	Iteration 47Q: 3 clusters Score -943725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -943731.937500 Penalty: 4254.737793
	Iteration 48Q: 3 clusters Score -943731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -943739.437500 Penalty: 4254.737793
	Iteration 49Q: 3 clusters Score -943739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -943740.937500 Penalty: 4254.737793
	Iteration 50Q: 3 clusters Score -943740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -943746.437500 Penalty: 4254.737793
	Iteration 51Q: 3 clusters Score -943746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -943748.000000 Penalty: 4254.737793
	Iteration 52Q: 3 clusters Score -943748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -943748.250000 Penalty: 4254.737793
	Iteration 53Q: 3 clusters Score -943748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -943748.125000 Penalty: 4254.737793
	Iteration 54Q: 3 clusters Score -943748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -943748.625000 Penalty: 4254.737793
	Iteration 55Q: 3 clusters Score -943748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -943749.375000 Penalty: 4254.737793
	Iteration 56Q: 3 clusters Score -943749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -943749.375000 Penalty: 4254.737793
	Iteration 57F: 3 clusters Score -943749.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -425205.250000 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -425205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -422258.875000 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -422258.9 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -423264.187500 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -423264.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -423733.000000 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -423733 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -424158.343750 Penalty: 3912.613770
	Iteration 3F: 3 clusters Score -424158.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -424499.750000 Penalty: 3912.613770
	Iteration 4F: 3 clusters Score -424499.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -424639.187500 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -424639.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -424711.125000 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -424711.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -424752.593750 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -424752.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -424784.281250 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -424784.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -424815.406250 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -424815.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -424846.968750 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -424847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -424888.718750 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -424888.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -424969.500000 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -424969.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -425049.562500 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -425049.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -425081.312500 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -425081.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -425105.093750 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -425105.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -425132.531250 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -425132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -425152.187500 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -425152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -425163.406250 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -425163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -425172.312500 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -425172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -425183.625000 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -425183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -425202.843750 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -425202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -425221.062500 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -425221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -425238.906250 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -425238.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -425250.937500 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -425250.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -425263.468750 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -425263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -425272.906250 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -425272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -425277.187500 Penalty: 3912.613770
	Iteration 27Q: 3 clusters Score -425277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -425278.968750 Penalty: 3912.613770
	Iteration 28Q: 3 clusters Score -425279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -425280.000000 Penalty: 3912.613770
	Iteration 29Q: 3 clusters Score -425280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -425280.437500 Penalty: 3912.613770
	Iteration 30Q: 3 clusters Score -425280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -425280.437500 Penalty: 3912.613770
	Iteration 31F: 3 clusters Score -425280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76393 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37461 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10098 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17588 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36298 members 
Mstep: Class 48 contains 36254 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13578 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 33661 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1931 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4802 members 
Mstep: Class 68 contains 2908 members 
Mstep: Class 69 contains 1069 members 
Entering Unmasked Estep 
Score: -117278112.000000 Penalty: 229961.078125
Splitting cluster 6 changes total score from -117279608.000000 to -117278112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1740653.875000 Penalty: 2293.771973
	Iteration 0F: 2 clusters Score -1740654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1732720.500000 Penalty: 4587.543945
	Iteration 0F: 3 clusters Score -1732720 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1735085.125000 Penalty: 4587.543945
	Iteration 1F: 3 clusters Score -1735085 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1735522.875000 Penalty: 4587.543945
	Iteration 2F: 3 clusters Score -1735523 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1735893.875000 Penalty: 4587.543945
	Iteration 3F: 3 clusters Score -1735894 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1736222.125000 Penalty: 4587.543945
	Iteration 4F: 3 clusters Score -1736222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1736536.625000 Penalty: 4587.543945
	Iteration 5F: 3 clusters Score -1736537 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1736853.000000 Penalty: 4587.543945
	Iteration 6F: 3 clusters Score -1736853 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1737141.375000 Penalty: 4587.543945
	Iteration 7Q: 3 clusters Score -1737141 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1737431.500000 Penalty: 4587.543945
	Iteration 8Q: 3 clusters Score -1737432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1737718.125000 Penalty: 4587.543945
	Iteration 9Q: 3 clusters Score -1737718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1737988.000000 Penalty: 4587.543945
	Iteration 10Q: 3 clusters Score -1737988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1738242.250000 Penalty: 4587.543945
	Iteration 11Q: 3 clusters Score -1738242 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1738473.000000 Penalty: 4587.543945
	Iteration 12Q: 3 clusters Score -1738473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1738647.375000 Penalty: 4587.543945
	Iteration 13Q: 3 clusters Score -1738647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1738753.250000 Penalty: 4587.543945
	Iteration 14Q: 3 clusters Score -1738753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1738830.375000 Penalty: 4587.543945
	Iteration 15Q: 3 clusters Score -1738830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1738881.000000 Penalty: 4587.543945
	Iteration 16Q: 3 clusters Score -1738881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1738928.625000 Penalty: 4587.543945
	Iteration 17Q: 3 clusters Score -1738929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1738962.750000 Penalty: 4587.543945
	Iteration 18Q: 3 clusters Score -1738963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1738981.625000 Penalty: 4587.543945
	Iteration 19Q: 3 clusters Score -1738982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1739001.625000 Penalty: 4587.543945
	Iteration 20F: 3 clusters Score -1739002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1739013.125000 Penalty: 4587.543945
	Iteration 21Q: 3 clusters Score -1739013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1739030.375000 Penalty: 4587.543945
	Iteration 22Q: 3 clusters Score -1739030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1739037.250000 Penalty: 4587.543945
	Iteration 23Q: 3 clusters Score -1739037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1739036.750000 Penalty: 4587.543945
	Iteration 24Q: 3 clusters Score -1739037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1739045.250000 Penalty: 4587.543945
	Iteration 25Q: 3 clusters Score -1739045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1739047.375000 Penalty: 4587.543945
	Iteration 26Q: 3 clusters Score -1739047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1739052.625000 Penalty: 4587.543945
	Iteration 27Q: 3 clusters Score -1739053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1739051.875000 Penalty: 4587.543945
	Iteration 28Q: 3 clusters Score -1739052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1739054.500000 Penalty: 4587.543945
	Iteration 29Q: 3 clusters Score -1739054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1739052.375000 Penalty: 4587.543945
	Iteration 30Q: 3 clusters Score -1739052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1739057.500000 Penalty: 4587.543945
	Iteration 31Q: 3 clusters Score -1739058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1739059.750000 Penalty: 4587.543945
	Iteration 32Q: 3 clusters Score -1739060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1739062.375000 Penalty: 4587.543945
	Iteration 33Q: 3 clusters Score -1739062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1739063.250000 Penalty: 4587.543945
	Iteration 34Q: 3 clusters Score -1739063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1739067.000000 Penalty: 4587.543945
	Iteration 35Q: 3 clusters Score -1739067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1739067.000000 Penalty: 4587.543945
	Iteration 36Q: 3 clusters Score -1739067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1739072.125000 Penalty: 4587.543945
	Iteration 37Q: 3 clusters Score -1739072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1739074.125000 Penalty: 4587.543945
	Iteration 38Q: 3 clusters Score -1739074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1739075.000000 Penalty: 4587.543945
	Iteration 39Q: 3 clusters Score -1739075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1739082.625000 Penalty: 4587.543945
	Iteration 40F: 3 clusters Score -1739083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1739085.000000 Penalty: 4587.543945
	Iteration 41Q: 3 clusters Score -1739085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1739087.375000 Penalty: 4587.543945
	Iteration 42Q: 3 clusters Score -1739087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1739087.500000 Penalty: 4587.543945
	Iteration 43Q: 3 clusters Score -1739088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1739087.500000 Penalty: 4587.543945
	Iteration 44F: 3 clusters Score -1739088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Entering Unmasked Estep 
Score: -599107.000000 Penalty: 2027.186523
	Iteration 0F: 2 clusters Score -599107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -595530.312500 Penalty: 4054.373047
	Iteration 0F: 3 clusters Score -595530.3 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -596480.437500 Penalty: 4054.373047
	Iteration 1F: 3 clusters Score -596480.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -596871.187500 Penalty: 4054.373047
	Iteration 2F: 3 clusters Score -596871.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -597182.875000 Penalty: 4054.373047
	Iteration 3F: 3 clusters Score -597182.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -597509.062500 Penalty: 4054.373047
	Iteration 4F: 3 clusters Score -597509.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -597803.875000 Penalty: 4054.373047
	Iteration 5F: 3 clusters Score -597803.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -598044.375000 Penalty: 4054.373047
	Iteration 6F: 3 clusters Score -598044.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -598201.000000 Penalty: 4054.373047
	Iteration 7Q: 3 clusters Score -598201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -598302.000000 Penalty: 4054.373047
	Iteration 8Q: 3 clusters Score -598302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -598363.687500 Penalty: 4054.373047
	Iteration 9Q: 3 clusters Score -598363.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -598397.625000 Penalty: 4054.373047
	Iteration 10Q: 3 clusters Score -598397.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -598420.250000 Penalty: 4054.373047
	Iteration 11Q: 3 clusters Score -598420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -598428.687500 Penalty: 4054.373047
	Iteration 12Q: 3 clusters Score -598428.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -598432.937500 Penalty: 4054.373047
	Iteration 13Q: 3 clusters Score -598432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -598437.187500 Penalty: 4054.373047
	Iteration 14Q: 3 clusters Score -598437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -598439.062500 Penalty: 4054.373047
	Iteration 15Q: 3 clusters Score -598439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -598441.312500 Penalty: 4054.373047
	Iteration 16Q: 3 clusters Score -598441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -598441.312500 Penalty: 4054.373047
	Iteration 17F: 3 clusters Score -598441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Entering Unmasked Estep 
Score: -5098667.500000 Penalty: 2541.811035
	Iteration 0F: 2 clusters Score -5098668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -5079271.000000 Penalty: 5083.622070
	Iteration 0F: 3 clusters Score -5079271 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5086821.500000 Penalty: 5083.622070
	Iteration 1F: 3 clusters Score -5086822 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5088017.500000 Penalty: 5083.622070
	Iteration 2F: 3 clusters Score -5088018 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5089484.500000 Penalty: 5083.622070
	Iteration 3F: 3 clusters Score -5089484 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5091134.500000 Penalty: 5083.622070
	Iteration 4F: 3 clusters Score -5091134 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5092604.500000 Penalty: 5083.622070
	Iteration 5F: 3 clusters Score -5092604 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -5093744.000000 Penalty: 5083.622070
	Iteration 6F: 3 clusters Score -5093744 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -5094504.500000 Penalty: 5083.622070
	Iteration 7F: 3 clusters Score -5094504 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -5095089.500000 Penalty: 5083.622070
	Iteration 8Q: 3 clusters Score -5095090 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5095442.500000 Penalty: 5083.622070
	Iteration 9Q: 3 clusters Score -5095442 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5095714.000000 Penalty: 5083.622070
	Iteration 10Q: 3 clusters Score -5095714 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5095944.500000 Penalty: 5083.622070
	Iteration 11Q: 3 clusters Score -5095944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5096145.000000 Penalty: 5083.622070
	Iteration 12Q: 3 clusters Score -5096145 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5096323.500000 Penalty: 5083.622070
	Iteration 13Q: 3 clusters Score -5096324 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5096481.500000 Penalty: 5083.622070
	Iteration 14Q: 3 clusters Score -5096482 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5096661.500000 Penalty: 5083.622070
	Iteration 15Q: 3 clusters Score -5096662 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5096806.000000 Penalty: 5083.622070
	Iteration 16Q: 3 clusters Score -5096806 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -5096915.500000 Penalty: 5083.622070
	Iteration 17Q: 3 clusters Score -5096916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5097009.500000 Penalty: 5083.622070
	Iteration 18Q: 3 clusters Score -5097010 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5097080.000000 Penalty: 5083.622070
	Iteration 19Q: 3 clusters Score -5097080 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -5097210.000000 Penalty: 5083.622070
	Iteration 20F: 3 clusters Score -5097210 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5097300.000000 Penalty: 5083.622070
	Iteration 21Q: 3 clusters Score -5097300 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5097389.000000 Penalty: 5083.622070
	Iteration 22Q: 3 clusters Score -5097389 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5097448.500000 Penalty: 5083.622070
	Iteration 23Q: 3 clusters Score -5097448 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5097504.500000 Penalty: 5083.622070
	Iteration 24Q: 3 clusters Score -5097504 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5097551.000000 Penalty: 5083.622070
	Iteration 25Q: 3 clusters Score -5097551 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5097573.500000 Penalty: 5083.622070
	Iteration 26Q: 3 clusters Score -5097574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5097598.000000 Penalty: 5083.622070
	Iteration 27Q: 3 clusters Score -5097598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5097631.000000 Penalty: 5083.622070
	Iteration 28Q: 3 clusters Score -5097631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5097654.000000 Penalty: 5083.622070
	Iteration 29Q: 3 clusters Score -5097654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5097681.500000 Penalty: 5083.622070
	Iteration 30Q: 3 clusters Score -5097682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5097685.500000 Penalty: 5083.622070
	Iteration 31Q: 3 clusters Score -5097686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5097686.500000 Penalty: 5083.622070
	Iteration 32Q: 3 clusters Score -5097686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5097698.000000 Penalty: 5083.622070
	Iteration 33Q: 3 clusters Score -5097698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5097710.000000 Penalty: 5083.622070
	Iteration 34Q: 3 clusters Score -5097710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5097702.000000 Penalty: 5083.622070
	Iteration 35Q: 3 clusters Score -5097702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5097704.500000 Penalty: 5083.622070
	Iteration 36Q: 3 clusters Score -5097704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5097717.500000 Penalty: 5083.622070
	Iteration 37Q: 3 clusters Score -5097718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5097712.000000 Penalty: 5083.622070
	Iteration 38Q: 3 clusters Score -5097712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5097711.000000 Penalty: 5083.622070
	Iteration 39Q: 3 clusters Score -5097711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5097722.000000 Penalty: 5083.622070
	Iteration 40F: 3 clusters Score -5097722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5097719.500000 Penalty: 5083.622070
	Iteration 41Q: 3 clusters Score -5097720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5097723.500000 Penalty: 5083.622070
	Iteration 42Q: 3 clusters Score -5097724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5097725.500000 Penalty: 5083.622070
	Iteration 43Q: 3 clusters Score -5097726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5097729.500000 Penalty: 5083.622070
	Iteration 44Q: 3 clusters Score -5097730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5097736.000000 Penalty: 5083.622070
	Iteration 45Q: 3 clusters Score -5097736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5097748.500000 Penalty: 5083.622070
	Iteration 46Q: 3 clusters Score -5097748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5097755.000000 Penalty: 5083.622070
	Iteration 47Q: 3 clusters Score -5097755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5097746.000000 Penalty: 5083.622070
	Iteration 48Q: 3 clusters Score -5097746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5097754.500000 Penalty: 5083.622070
	Iteration 49Q: 3 clusters Score -5097754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5097767.500000 Penalty: 5083.622070
	Iteration 50Q: 3 clusters Score -5097768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -5097756.000000 Penalty: 5083.622070
	Iteration 51Q: 3 clusters Score -5097756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -5097756.500000 Penalty: 5083.622070
	Iteration 52Q: 3 clusters Score -5097756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5097765.000000 Penalty: 5083.622070
	Iteration 53Q: 3 clusters Score -5097765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -5097769.000000 Penalty: 5083.622070
	Iteration 54Q: 3 clusters Score -5097769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5097779.000000 Penalty: 5083.622070
	Iteration 55Q: 3 clusters Score -5097779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -5097781.500000 Penalty: 5083.622070
	Iteration 56Q: 3 clusters Score -5097782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5097781.500000 Penalty: 5083.622070
	Iteration 57Q: 3 clusters Score -5097782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -5097783.000000 Penalty: 5083.622070
	Iteration 58Q: 3 clusters Score -5097783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5097786.500000 Penalty: 5083.622070
	Iteration 59Q: 3 clusters Score -5097786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5097790.500000 Penalty: 5083.622070
	Iteration 60F: 3 clusters Score -5097790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5097793.500000 Penalty: 5083.622070
	Iteration 61Q: 3 clusters Score -5097794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5097793.000000 Penalty: 5083.622070
	Iteration 62Q: 3 clusters Score -5097793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5097789.000000 Penalty: 5083.622070
	Iteration 63Q: 3 clusters Score -5097789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5097792.000000 Penalty: 5083.622070
	Iteration 64Q: 3 clusters Score -5097792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5097799.500000 Penalty: 5083.622070
	Iteration 65Q: 3 clusters Score -5097800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5097799.000000 Penalty: 5083.622070
	Iteration 66Q: 3 clusters Score -5097799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -5097799.000000 Penalty: 5083.622070
	Iteration 67Q: 3 clusters Score -5097799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5097798.000000 Penalty: 5083.622070
	Iteration 68Q: 3 clusters Score -5097798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -5097798.000000 Penalty: 5083.622070
	Iteration 69Q: 3 clusters Score -5097798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5097798.000000 Penalty: 5083.622070
	Iteration 70Q: 3 clusters Score -5097798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5097795.000000 Penalty: 5083.622070
	Iteration 71Q: 3 clusters Score -5097795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5097801.500000 Penalty: 5083.622070
	Iteration 72Q: 3 clusters Score -5097802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5097800.000000 Penalty: 5083.622070
	Iteration 73Q: 3 clusters Score -5097800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5097801.500000 Penalty: 5083.622070
	Iteration 74Q: 3 clusters Score -5097802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5097796.000000 Penalty: 5083.622070
	Iteration 75Q: 3 clusters Score -5097796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5097796.500000 Penalty: 5083.622070
	Iteration 76Q: 3 clusters Score -5097796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5097796.500000 Penalty: 5083.622070
	Iteration 77F: 3 clusters Score -5097796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36932.210938 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36932.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35754.671875 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35754.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35877.957031 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35877.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35925.890625 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -35925.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35977.593750 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -35977.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35998.867188 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -35998.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36017.941406 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36017.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36047.355469 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36047.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36104.531250 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -36104.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36159.761719 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -36159.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36174.343750 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -36174.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36178.886719 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -36178.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36178.886719 Penalty: 2794.855469
	Iteration 11F: 3 clusters Score -36178.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71586.476562 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71586.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71742.882812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71742.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71836.289062 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -71836.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71860.679688 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -71860.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71867.281250 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -71867.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71871.789062 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -71871.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71871.789062 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -71871.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -58064.507812 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -58064.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56757.121094 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -56757.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56955.191406 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -56955.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57038.527344 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -57038.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57108.835938 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -57108.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57185.671875 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -57185.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57200.851562 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -57200.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57216.960938 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -57216.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57222.925781 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -57222.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57251.835938 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -57251.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57256.105469 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -57256.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57258.996094 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -57259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57278.632812 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -57278.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57281.625000 Penalty: 2968.032471
	Iteration 12F: 3 clusters Score -57281.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57297.511719 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -57297.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57305.500000 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -57305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57307.828125 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -57307.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57333.066406 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -57333.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57333.066406 Penalty: 2968.032471
	Iteration 17F: 3 clusters Score -57333.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -533994.625000 Penalty: 2003.437622
	Iteration 0F: 2 clusters Score -533994.6 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 1579 members 
Entering Unmasked Estep 
Score: -530642.875000 Penalty: 4006.875244
	Iteration 0F: 3 clusters Score -530642.9 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -531437.312500 Penalty: 4006.875244
	Iteration 1F: 3 clusters Score -531437.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -531692.875000 Penalty: 4006.875244
	Iteration 2F: 3 clusters Score -531692.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -531896.125000 Penalty: 4006.875244
	Iteration 3F: 3 clusters Score -531896.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -532060.437500 Penalty: 4006.875244
	Iteration 4Q: 3 clusters Score -532060.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -532199.437500 Penalty: 4006.875244
	Iteration 5Q: 3 clusters Score -532199.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -532315.125000 Penalty: 4006.875244
	Iteration 6Q: 3 clusters Score -532315.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -532406.625000 Penalty: 4006.875244
	Iteration 7Q: 3 clusters Score -532406.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -532488.000000 Penalty: 4006.875244
	Iteration 8Q: 3 clusters Score -532488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -532551.375000 Penalty: 4006.875244
	Iteration 9Q: 3 clusters Score -532551.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -532600.312500 Penalty: 4006.875244
	Iteration 10Q: 3 clusters Score -532600.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -532636.312500 Penalty: 4006.875244
	Iteration 11Q: 3 clusters Score -532636.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -532651.625000 Penalty: 4006.875244
	Iteration 12Q: 3 clusters Score -532651.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -532664.750000 Penalty: 4006.875244
	Iteration 13Q: 3 clusters Score -532664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -532680.875000 Penalty: 4006.875244
	Iteration 14Q: 3 clusters Score -532680.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -532699.812500 Penalty: 4006.875244
	Iteration 15Q: 3 clusters Score -532699.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -532716.750000 Penalty: 4006.875244
	Iteration 16Q: 3 clusters Score -532716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -532727.875000 Penalty: 4006.875244
	Iteration 17Q: 3 clusters Score -532727.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -532733.625000 Penalty: 4006.875244
	Iteration 18Q: 3 clusters Score -532733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -532739.062500 Penalty: 4006.875244
	Iteration 19Q: 3 clusters Score -532739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -532744.437500 Penalty: 4006.875244
	Iteration 20F: 3 clusters Score -532744.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -532749.062500 Penalty: 4006.875244
	Iteration 21Q: 3 clusters Score -532749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -532754.125000 Penalty: 4006.875244
	Iteration 22Q: 3 clusters Score -532754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -532764.375000 Penalty: 4006.875244
	Iteration 23Q: 3 clusters Score -532764.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -532779.000000 Penalty: 4006.875244
	Iteration 24Q: 3 clusters Score -532779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -532789.062500 Penalty: 4006.875244
	Iteration 25Q: 3 clusters Score -532789.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -532797.812500 Penalty: 4006.875244
	Iteration 26Q: 3 clusters Score -532797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -532804.437500 Penalty: 4006.875244
	Iteration 27Q: 3 clusters Score -532804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -532812.000000 Penalty: 4006.875244
	Iteration 28Q: 3 clusters Score -532812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -532815.812500 Penalty: 4006.875244
	Iteration 29Q: 3 clusters Score -532815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -532821.937500 Penalty: 4006.875244
	Iteration 30Q: 3 clusters Score -532821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -532825.000000 Penalty: 4006.875244
	Iteration 31Q: 3 clusters Score -532825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -532827.062500 Penalty: 4006.875244
	Iteration 32Q: 3 clusters Score -532827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -532829.625000 Penalty: 4006.875244
	Iteration 33Q: 3 clusters Score -532829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -532832.000000 Penalty: 4006.875244
	Iteration 34Q: 3 clusters Score -532832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -532833.375000 Penalty: 4006.875244
	Iteration 35Q: 3 clusters Score -532833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -532832.937500 Penalty: 4006.875244
	Iteration 36Q: 3 clusters Score -532832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -532834.250000 Penalty: 4006.875244
	Iteration 37Q: 3 clusters Score -532834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -532835.625000 Penalty: 4006.875244
	Iteration 38Q: 3 clusters Score -532835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -532836.875000 Penalty: 4006.875244
	Iteration 39Q: 3 clusters Score -532836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -532839.437500 Penalty: 4006.875244
	Iteration 40F: 3 clusters Score -532839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -532843.562500 Penalty: 4006.875244
	Iteration 41Q: 3 clusters Score -532843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -532846.250000 Penalty: 4006.875244
	Iteration 42Q: 3 clusters Score -532846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -532847.937500 Penalty: 4006.875244
	Iteration 43Q: 3 clusters Score -532847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -532848.750000 Penalty: 4006.875244
	Iteration 44Q: 3 clusters Score -532848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -532849.312500 Penalty: 4006.875244
	Iteration 45Q: 3 clusters Score -532849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -532850.312500 Penalty: 4006.875244
	Iteration 46Q: 3 clusters Score -532850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -532850.125000 Penalty: 4006.875244
	Iteration 47Q: 3 clusters Score -532850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -532850.875000 Penalty: 4006.875244
	Iteration 48Q: 3 clusters Score -532850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -532850.875000 Penalty: 4006.875244
	Iteration 49F: 3 clusters Score -532850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40422.746094 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40422.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40556.390625 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40556.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40588.089844 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40588.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -40617.250000 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40617.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40635.503906 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40646.746094 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -40646.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40688.574219 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -40688.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40741.257812 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -40741.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -40748.097656 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -40748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -40748.097656 Penalty: 2778.651123
	Iteration 9F: 3 clusters Score -40748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -942228.812500 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -942228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -937527.687500 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -937527.7 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -938771.437500 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -938771.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -939017.562500 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -939017.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -939162.000000 Penalty: 4251.271973
	Iteration 3F: 3 clusters Score -939162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -939251.187500 Penalty: 4251.271973
	Iteration 4Q: 3 clusters Score -939251.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -939312.312500 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -939312.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -939367.125000 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -939367.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -939399.187500 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -939399.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -939440.000000 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -939440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -939478.875000 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -939478.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -939515.375000 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -939515.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -939554.312500 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -939554.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -939592.500000 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -939592.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -939632.375000 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -939632.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -939673.562500 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -939673.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -939716.312500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -939716.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -939761.062500 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -939761.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -939816.125000 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -939816.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -939885.187500 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -939885.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -939953.062500 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -939953.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -940030.187500 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -940030.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -940120.750000 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -940120.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -940215.312500 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -940215.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -940313.437500 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -940313.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -940412.250000 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -940412.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -940489.375000 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -940489.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -940546.250000 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -940546.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -940601.625000 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -940601.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -940653.000000 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -940653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -940681.437500 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -940681.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -940703.437500 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -940703.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -940721.500000 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -940721.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -940737.687500 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -940737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -940747.875000 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -940747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -940758.000000 Penalty: 4251.271973
	Iteration 34Q: 3 clusters Score -940758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -940758.687500 Penalty: 4251.271973
	Iteration 35Q: 3 clusters Score -940758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -940759.125000 Penalty: 4251.271973
	Iteration 36Q: 3 clusters Score -940759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -940762.062500 Penalty: 4251.271973
	Iteration 37Q: 3 clusters Score -940762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -940762.687500 Penalty: 4251.271973
	Iteration 38Q: 3 clusters Score -940762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -940762.500000 Penalty: 4251.271973
	Iteration 39Q: 3 clusters Score -940762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -940764.312500 Penalty: 4251.271973
	Iteration 40F: 3 clusters Score -940764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -940767.062500 Penalty: 4251.271973
	Iteration 41Q: 3 clusters Score -940767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -940770.062500 Penalty: 4251.271973
	Iteration 42Q: 3 clusters Score -940770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -940774.437500 Penalty: 4251.271973
	Iteration 43Q: 3 clusters Score -940774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -940777.812500 Penalty: 4251.271973
	Iteration 44Q: 3 clusters Score -940777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -940777.625000 Penalty: 4251.271973
	Iteration 45Q: 3 clusters Score -940777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -940777.625000 Penalty: 4251.271973
	Iteration 46F: 3 clusters Score -940777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Entering Unmasked Estep 
Score: -5801031.000000 Penalty: 2584.053223
	Iteration 0F: 2 clusters Score -5801031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -5778186.000000 Penalty: 5168.106445
	Iteration 0F: 3 clusters Score -5778186 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5786374.000000 Penalty: 5168.106445
	Iteration 1F: 3 clusters Score -5786374 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5786916.000000 Penalty: 5168.106445
	Iteration 2Q: 3 clusters Score -5786916 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5787423.500000 Penalty: 5168.106445
	Iteration 3Q: 3 clusters Score -5787424 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5787992.000000 Penalty: 5168.106445
	Iteration 4Q: 3 clusters Score -5787992 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -5788671.000000 Penalty: 5168.106445
	Iteration 5Q: 3 clusters Score -5788671 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -5789540.500000 Penalty: 5168.106445
	Iteration 6F: 3 clusters Score -5789540 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5790843.500000 Penalty: 5168.106445
	Iteration 7F: 3 clusters Score -5790844 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5792511.500000 Penalty: 5168.106445
	Iteration 8F: 3 clusters Score -5792512 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5794482.000000 Penalty: 5168.106445
	Iteration 9F: 3 clusters Score -5794482 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5796339.500000 Penalty: 5168.106445
	Iteration 10F: 3 clusters Score -5796340 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5797700.000000 Penalty: 5168.106445
	Iteration 11Q: 3 clusters Score -5797700 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5798400.500000 Penalty: 5168.106445
	Iteration 12Q: 3 clusters Score -5798400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5798731.000000 Penalty: 5168.106445
	Iteration 13Q: 3 clusters Score -5798731 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5798930.500000 Penalty: 5168.106445
	Iteration 14Q: 3 clusters Score -5798930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5799022.500000 Penalty: 5168.106445
	Iteration 15Q: 3 clusters Score -5799022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5799086.000000 Penalty: 5168.106445
	Iteration 16Q: 3 clusters Score -5799086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5799132.500000 Penalty: 5168.106445
	Iteration 17Q: 3 clusters Score -5799132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5799174.500000 Penalty: 5168.106445
	Iteration 18Q: 3 clusters Score -5799174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5799195.000000 Penalty: 5168.106445
	Iteration 19Q: 3 clusters Score -5799195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5799213.000000 Penalty: 5168.106445
	Iteration 20F: 3 clusters Score -5799213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5799220.500000 Penalty: 5168.106445
	Iteration 21Q: 3 clusters Score -5799220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5799232.500000 Penalty: 5168.106445
	Iteration 22Q: 3 clusters Score -5799232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5799247.000000 Penalty: 5168.106445
	Iteration 23Q: 3 clusters Score -5799247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5799250.500000 Penalty: 5168.106445
	Iteration 24Q: 3 clusters Score -5799250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5799253.500000 Penalty: 5168.106445
	Iteration 25Q: 3 clusters Score -5799254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5799261.500000 Penalty: 5168.106445
	Iteration 26Q: 3 clusters Score -5799262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5799260.500000 Penalty: 5168.106445
	Iteration 27Q: 3 clusters Score -5799260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5799259.000000 Penalty: 5168.106445
	Iteration 28Q: 3 clusters Score -5799259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5799256.500000 Penalty: 5168.106445
	Iteration 29Q: 3 clusters Score -5799256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5799262.000000 Penalty: 5168.106445
	Iteration 30Q: 3 clusters Score -5799262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5799262.000000 Penalty: 5168.106445
	Iteration 31F: 3 clusters Score -5799262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Entering Unmasked Estep 
Score: -6048120.500000 Penalty: 2587.441895
	Iteration 0F: 2 clusters Score -6048120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6025531.000000 Penalty: 5174.883789
	Iteration 0F: 3 clusters Score -6025531 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6034119.000000 Penalty: 5174.883789
	Iteration 1F: 3 clusters Score -6034119 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6035248.000000 Penalty: 5174.883789
	Iteration 2F: 3 clusters Score -6035248 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6036912.500000 Penalty: 5174.883789
	Iteration 3F: 3 clusters Score -6036912 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -6039018.000000 Penalty: 5174.883789
	Iteration 4F: 3 clusters Score -6039018 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -6041298.500000 Penalty: 5174.883789
	Iteration 5F: 3 clusters Score -6041298 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6043180.500000 Penalty: 5174.883789
	Iteration 6F: 3 clusters Score -6043180 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -6044391.000000 Penalty: 5174.883789
	Iteration 7Q: 3 clusters Score -6044391 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -6045108.500000 Penalty: 5174.883789
	Iteration 8Q: 3 clusters Score -6045108 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -6045617.500000 Penalty: 5174.883789
	Iteration 9Q: 3 clusters Score -6045618 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6045990.000000 Penalty: 5174.883789
	Iteration 10Q: 3 clusters Score -6045990 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -6046248.000000 Penalty: 5174.883789
	Iteration 11Q: 3 clusters Score -6046248 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6046432.000000 Penalty: 5174.883789
	Iteration 12Q: 3 clusters Score -6046432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -6046548.000000 Penalty: 5174.883789
	Iteration 13Q: 3 clusters Score -6046548 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -6046633.000000 Penalty: 5174.883789
	Iteration 14Q: 3 clusters Score -6046633 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -6046650.500000 Penalty: 5174.883789
	Iteration 15Q: 3 clusters Score -6046650 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -6046680.500000 Penalty: 5174.883789
	Iteration 16Q: 3 clusters Score -6046680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -6046722.500000 Penalty: 5174.883789
	Iteration 17Q: 3 clusters Score -6046722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6046759.000000 Penalty: 5174.883789
	Iteration 18Q: 3 clusters Score -6046759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6046809.000000 Penalty: 5174.883789
	Iteration 19Q: 3 clusters Score -6046809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -6046815.000000 Penalty: 5174.883789
	Iteration 20F: 3 clusters Score -6046815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -6046842.000000 Penalty: 5174.883789
	Iteration 21Q: 3 clusters Score -6046842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6046842.000000 Penalty: 5174.883789
	Iteration 22Q: 3 clusters Score -6046842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6046863.500000 Penalty: 5174.883789
	Iteration 23Q: 3 clusters Score -6046864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -6046879.000000 Penalty: 5174.883789
	Iteration 24Q: 3 clusters Score -6046879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6046890.000000 Penalty: 5174.883789
	Iteration 25Q: 3 clusters Score -6046890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6046904.500000 Penalty: 5174.883789
	Iteration 26Q: 3 clusters Score -6046904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6046896.500000 Penalty: 5174.883789
	Iteration 27Q: 3 clusters Score -6046896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -6046899.000000 Penalty: 5174.883789
	Iteration 28Q: 3 clusters Score -6046899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6046898.000000 Penalty: 5174.883789
	Iteration 29Q: 3 clusters Score -6046898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6046899.500000 Penalty: 5174.883789
	Iteration 30Q: 3 clusters Score -6046900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6046900.500000 Penalty: 5174.883789
	Iteration 31Q: 3 clusters Score -6046900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6046911.000000 Penalty: 5174.883789
	Iteration 32Q: 3 clusters Score -6046911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6046920.000000 Penalty: 5174.883789
	Iteration 33Q: 3 clusters Score -6046920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -6046918.500000 Penalty: 5174.883789
	Iteration 34Q: 3 clusters Score -6046918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -6046922.000000 Penalty: 5174.883789
	Iteration 35Q: 3 clusters Score -6046922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -6046923.000000 Penalty: 5174.883789
	Iteration 36Q: 3 clusters Score -6046923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -6046927.500000 Penalty: 5174.883789
	Iteration 37Q: 3 clusters Score -6046928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -6046920.000000 Penalty: 5174.883789
	Iteration 38Q: 3 clusters Score -6046920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6046926.000000 Penalty: 5174.883789
	Iteration 39Q: 3 clusters Score -6046926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -6046927.000000 Penalty: 5174.883789
	Iteration 40F: 3 clusters Score -6046927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -6046928.000000 Penalty: 5174.883789
	Iteration 41Q: 3 clusters Score -6046928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -6046928.000000 Penalty: 5174.883789
	Iteration 42Q: 3 clusters Score -6046928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -6046938.500000 Penalty: 5174.883789
	Iteration 43Q: 3 clusters Score -6046938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6046932.000000 Penalty: 5174.883789
	Iteration 44Q: 3 clusters Score -6046932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -6046933.000000 Penalty: 5174.883789
	Iteration 45Q: 3 clusters Score -6046933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -6046935.000000 Penalty: 5174.883789
	Iteration 46Q: 3 clusters Score -6046935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -6046928.000000 Penalty: 5174.883789
	Iteration 47Q: 3 clusters Score -6046928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6046932.500000 Penalty: 5174.883789
	Iteration 48Q: 3 clusters Score -6046932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -6046926.000000 Penalty: 5174.883789
	Iteration 49Q: 3 clusters Score -6046926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6046918.000000 Penalty: 5174.883789
	Iteration 50Q: 3 clusters Score -6046918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6046920.500000 Penalty: 5174.883789
	Iteration 51Q: 3 clusters Score -6046920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -6046927.000000 Penalty: 5174.883789
	Iteration 52Q: 3 clusters Score -6046927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -6046925.000000 Penalty: 5174.883789
	Iteration 53Q: 3 clusters Score -6046925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6046936.000000 Penalty: 5174.883789
	Iteration 54Q: 3 clusters Score -6046936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6046936.500000 Penalty: 5174.883789
	Iteration 55Q: 3 clusters Score -6046936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6046934.500000 Penalty: 5174.883789
	Iteration 56Q: 3 clusters Score -6046934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -6046934.500000 Penalty: 5174.883789
	Iteration 57Q: 3 clusters Score -6046934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6046929.500000 Penalty: 5174.883789
	Iteration 58Q: 3 clusters Score -6046930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6046928.500000 Penalty: 5174.883789
	Iteration 59Q: 3 clusters Score -6046928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -6046929.000000 Penalty: 5174.883789
	Iteration 60F: 3 clusters Score -6046929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Entering Unmasked Estep 
Score: -1825825.000000 Penalty: 2287.710205
	Iteration 0F: 2 clusters Score -1825825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1818088.500000 Penalty: 4575.420410
	Iteration 0F: 3 clusters Score -1818088 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1820337.000000 Penalty: 4575.420410
	Iteration 1F: 3 clusters Score -1820337 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1820638.250000 Penalty: 4575.420410
	Iteration 2F: 3 clusters Score -1820638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1820872.000000 Penalty: 4575.420410
	Iteration 3F: 3 clusters Score -1820872 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1821060.875000 Penalty: 4575.420410
	Iteration 4Q: 3 clusters Score -1821061 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1821256.500000 Penalty: 4575.420410
	Iteration 5Q: 3 clusters Score -1821256 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1821472.375000 Penalty: 4575.420410
	Iteration 6Q: 3 clusters Score -1821472 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1821714.625000 Penalty: 4575.420410
	Iteration 7Q: 3 clusters Score -1821715 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1822011.500000 Penalty: 4575.420410
	Iteration 8Q: 3 clusters Score -1822012 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1822359.500000 Penalty: 4575.420410
	Iteration 9Q: 3 clusters Score -1822360 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1822695.500000 Penalty: 4575.420410
	Iteration 10Q: 3 clusters Score -1822696 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1822985.125000 Penalty: 4575.420410
	Iteration 11Q: 3 clusters Score -1822985 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1823215.625000 Penalty: 4575.420410
	Iteration 12Q: 3 clusters Score -1823216 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1823398.500000 Penalty: 4575.420410
	Iteration 13Q: 3 clusters Score -1823398 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1823528.750000 Penalty: 4575.420410
	Iteration 14Q: 3 clusters Score -1823529 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1823630.125000 Penalty: 4575.420410
	Iteration 15Q: 3 clusters Score -1823630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1823713.625000 Penalty: 4575.420410
	Iteration 16Q: 3 clusters Score -1823714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1823771.375000 Penalty: 4575.420410
	Iteration 17Q: 3 clusters Score -1823771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1823815.375000 Penalty: 4575.420410
	Iteration 18Q: 3 clusters Score -1823815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1823847.250000 Penalty: 4575.420410
	Iteration 19Q: 3 clusters Score -1823847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1823873.375000 Penalty: 4575.420410
	Iteration 20F: 3 clusters Score -1823873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1823891.000000 Penalty: 4575.420410
	Iteration 21Q: 3 clusters Score -1823891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1823901.750000 Penalty: 4575.420410
	Iteration 22Q: 3 clusters Score -1823902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1823914.250000 Penalty: 4575.420410
	Iteration 23Q: 3 clusters Score -1823914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1823930.625000 Penalty: 4575.420410
	Iteration 24Q: 3 clusters Score -1823931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1823935.375000 Penalty: 4575.420410
	Iteration 25Q: 3 clusters Score -1823935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1823938.000000 Penalty: 4575.420410
	Iteration 26Q: 3 clusters Score -1823938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1823943.000000 Penalty: 4575.420410
	Iteration 27Q: 3 clusters Score -1823943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1823943.000000 Penalty: 4575.420410
	Iteration 28F: 3 clusters Score -1823943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -3565013.750000 Penalty: 2463.323242
	Iteration 0F: 2 clusters Score -3565014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3550544.500000 Penalty: 4926.646484
	Iteration 0F: 3 clusters Score -3550544 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3555477.500000 Penalty: 4926.646484
	Iteration 1F: 3 clusters Score -3555478 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3555847.500000 Penalty: 4926.646484
	Iteration 2F: 3 clusters Score -3555848 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3556161.750000 Penalty: 4926.646484
	Iteration 3Q: 3 clusters Score -3556162 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3556460.750000 Penalty: 4926.646484
	Iteration 4Q: 3 clusters Score -3556461 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3556784.750000 Penalty: 4926.646484
	Iteration 5Q: 3 clusters Score -3556785 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3557139.750000 Penalty: 4926.646484
	Iteration 6Q: 3 clusters Score -3557140 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3557515.500000 Penalty: 4926.646484
	Iteration 7Q: 3 clusters Score -3557516 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3557924.500000 Penalty: 4926.646484
	Iteration 8Q: 3 clusters Score -3557924 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3558377.000000 Penalty: 4926.646484
	Iteration 9Q: 3 clusters Score -3558377 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3558849.250000 Penalty: 4926.646484
	Iteration 10Q: 3 clusters Score -3558849 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3559290.000000 Penalty: 4926.646484
	Iteration 11Q: 3 clusters Score -3559290 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3559694.750000 Penalty: 4926.646484
	Iteration 12Q: 3 clusters Score -3559695 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3560025.500000 Penalty: 4926.646484
	Iteration 13Q: 3 clusters Score -3560026 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3560324.500000 Penalty: 4926.646484
	Iteration 14Q: 3 clusters Score -3560324 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3560629.250000 Penalty: 4926.646484
	Iteration 15Q: 3 clusters Score -3560629 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3560833.000000 Penalty: 4926.646484
	Iteration 16Q: 3 clusters Score -3560833 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3561005.250000 Penalty: 4926.646484
	Iteration 17Q: 3 clusters Score -3561005 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3561126.750000 Penalty: 4926.646484
	Iteration 18Q: 3 clusters Score -3561127 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3561230.250000 Penalty: 4926.646484
	Iteration 19Q: 3 clusters Score -3561230 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3561292.500000 Penalty: 4926.646484
	Iteration 20F: 3 clusters Score -3561292 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3561335.250000 Penalty: 4926.646484
	Iteration 21Q: 3 clusters Score -3561335 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3561384.250000 Penalty: 4926.646484
	Iteration 22Q: 3 clusters Score -3561384 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3561442.750000 Penalty: 4926.646484
	Iteration 23Q: 3 clusters Score -3561443 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3561463.750000 Penalty: 4926.646484
	Iteration 24Q: 3 clusters Score -3561464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3561517.750000 Penalty: 4926.646484
	Iteration 25Q: 3 clusters Score -3561518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3561556.500000 Penalty: 4926.646484
	Iteration 26Q: 3 clusters Score -3561556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3561599.750000 Penalty: 4926.646484
	Iteration 27Q: 3 clusters Score -3561600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3561630.750000 Penalty: 4926.646484
	Iteration 28Q: 3 clusters Score -3561631 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3561659.500000 Penalty: 4926.646484
	Iteration 29Q: 3 clusters Score -3561660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3561684.250000 Penalty: 4926.646484
	Iteration 30Q: 3 clusters Score -3561684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3561705.750000 Penalty: 4926.646484
	Iteration 31Q: 3 clusters Score -3561706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3561739.500000 Penalty: 4926.646484
	Iteration 32Q: 3 clusters Score -3561740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3561770.500000 Penalty: 4926.646484
	Iteration 33Q: 3 clusters Score -3561770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3561815.500000 Penalty: 4926.646484
	Iteration 34Q: 3 clusters Score -3561816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3561856.750000 Penalty: 4926.646484
	Iteration 35Q: 3 clusters Score -3561857 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3561900.750000 Penalty: 4926.646484
	Iteration 36Q: 3 clusters Score -3561901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3561938.500000 Penalty: 4926.646484
	Iteration 37Q: 3 clusters Score -3561938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3561980.250000 Penalty: 4926.646484
	Iteration 38Q: 3 clusters Score -3561980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3562013.500000 Penalty: 4926.646484
	Iteration 39Q: 3 clusters Score -3562014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3562052.000000 Penalty: 4926.646484
	Iteration 40F: 3 clusters Score -3562052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3562083.000000 Penalty: 4926.646484
	Iteration 41Q: 3 clusters Score -3562083 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3562139.000000 Penalty: 4926.646484
	Iteration 42Q: 3 clusters Score -3562139 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3562167.750000 Penalty: 4926.646484
	Iteration 43Q: 3 clusters Score -3562168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3562208.500000 Penalty: 4926.646484
	Iteration 44Q: 3 clusters Score -3562208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3562282.500000 Penalty: 4926.646484
	Iteration 45Q: 3 clusters Score -3562282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3562350.000000 Penalty: 4926.646484
	Iteration 46Q: 3 clusters Score -3562350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3562419.250000 Penalty: 4926.646484
	Iteration 47Q: 3 clusters Score -3562419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3562481.000000 Penalty: 4926.646484
	Iteration 48Q: 3 clusters Score -3562481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3562543.250000 Penalty: 4926.646484
	Iteration 49Q: 3 clusters Score -3562543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3562594.000000 Penalty: 4926.646484
	Iteration 50Q: 3 clusters Score -3562594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3562636.500000 Penalty: 4926.646484
	Iteration 51Q: 3 clusters Score -3562636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3562684.750000 Penalty: 4926.646484
	Iteration 52Q: 3 clusters Score -3562685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3562725.250000 Penalty: 4926.646484
	Iteration 53Q: 3 clusters Score -3562725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3562754.000000 Penalty: 4926.646484
	Iteration 54Q: 3 clusters Score -3562754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3562800.000000 Penalty: 4926.646484
	Iteration 55Q: 3 clusters Score -3562800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3562816.000000 Penalty: 4926.646484
	Iteration 56Q: 3 clusters Score -3562816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3562844.750000 Penalty: 4926.646484
	Iteration 57Q: 3 clusters Score -3562845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3562875.750000 Penalty: 4926.646484
	Iteration 58Q: 3 clusters Score -3562876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3562902.750000 Penalty: 4926.646484
	Iteration 59Q: 3 clusters Score -3562903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3562925.500000 Penalty: 4926.646484
	Iteration 60F: 3 clusters Score -3562926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3562956.000000 Penalty: 4926.646484
	Iteration 61Q: 3 clusters Score -3562956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3562973.250000 Penalty: 4926.646484
	Iteration 62Q: 3 clusters Score -3562973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3563000.250000 Penalty: 4926.646484
	Iteration 63Q: 3 clusters Score -3563000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3563025.500000 Penalty: 4926.646484
	Iteration 64Q: 3 clusters Score -3563026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3563038.750000 Penalty: 4926.646484
	Iteration 65Q: 3 clusters Score -3563039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3563051.750000 Penalty: 4926.646484
	Iteration 66Q: 3 clusters Score -3563052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3563060.000000 Penalty: 4926.646484
	Iteration 67Q: 3 clusters Score -3563060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3563062.750000 Penalty: 4926.646484
	Iteration 68Q: 3 clusters Score -3563063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3563074.500000 Penalty: 4926.646484
	Iteration 69Q: 3 clusters Score -3563074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3563079.250000 Penalty: 4926.646484
	Iteration 70Q: 3 clusters Score -3563079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3563090.750000 Penalty: 4926.646484
	Iteration 71Q: 3 clusters Score -3563091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3563094.750000 Penalty: 4926.646484
	Iteration 72Q: 3 clusters Score -3563095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3563098.750000 Penalty: 4926.646484
	Iteration 73Q: 3 clusters Score -3563099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3563104.500000 Penalty: 4926.646484
	Iteration 74Q: 3 clusters Score -3563104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3563105.500000 Penalty: 4926.646484
	Iteration 75Q: 3 clusters Score -3563106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3563108.000000 Penalty: 4926.646484
	Iteration 76Q: 3 clusters Score -3563108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3563106.750000 Penalty: 4926.646484
	Iteration 77Q: 3 clusters Score -3563107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3563112.250000 Penalty: 4926.646484
	Iteration 78Q: 3 clusters Score -3563112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3563108.000000 Penalty: 4926.646484
	Iteration 79Q: 3 clusters Score -3563108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3563115.000000 Penalty: 4926.646484
	Iteration 80F: 3 clusters Score -3563115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3563112.500000 Penalty: 4926.646484
	Iteration 81Q: 3 clusters Score -3563112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3563108.000000 Penalty: 4926.646484
	Iteration 82Q: 3 clusters Score -3563108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3563114.250000 Penalty: 4926.646484
	Iteration 83Q: 3 clusters Score -3563114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3563121.500000 Penalty: 4926.646484
	Iteration 84Q: 3 clusters Score -3563122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3563126.750000 Penalty: 4926.646484
	Iteration 85Q: 3 clusters Score -3563127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3563132.250000 Penalty: 4926.646484
	Iteration 86Q: 3 clusters Score -3563132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3563132.250000 Penalty: 4926.646484
	Iteration 87Q: 3 clusters Score -3563132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3563142.250000 Penalty: 4926.646484
	Iteration 88Q: 3 clusters Score -3563142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3563141.000000 Penalty: 4926.646484
	Iteration 89Q: 3 clusters Score -3563141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3563141.000000 Penalty: 4926.646484
	Iteration 90Q: 3 clusters Score -3563141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3563147.500000 Penalty: 4926.646484
	Iteration 91Q: 3 clusters Score -3563148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3563149.750000 Penalty: 4926.646484
	Iteration 92Q: 3 clusters Score -3563150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3563149.750000 Penalty: 4926.646484
	Iteration 93Q: 3 clusters Score -3563150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3563147.500000 Penalty: 4926.646484
	Iteration 94Q: 3 clusters Score -3563148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3563148.250000 Penalty: 4926.646484
	Iteration 95Q: 3 clusters Score -3563148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3563152.250000 Penalty: 4926.646484
	Iteration 96Q: 3 clusters Score -3563152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3563156.500000 Penalty: 4926.646484
	Iteration 97Q: 3 clusters Score -3563156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3563156.500000 Penalty: 4926.646484
	Iteration 98F: 3 clusters Score -3563156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Entering Unmasked Estep 
Score: -2443195.500000 Penalty: 2370.655518
	Iteration 0F: 2 clusters Score -2443196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2432806.250000 Penalty: 4741.311035
	Iteration 0F: 3 clusters Score -2432806 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2436078.500000 Penalty: 4741.311035
	Iteration 1F: 3 clusters Score -2436078 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2436483.250000 Penalty: 4741.311035
	Iteration 2F: 3 clusters Score -2436483 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2436996.000000 Penalty: 4741.311035
	Iteration 3F: 3 clusters Score -2436996 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2437912.250000 Penalty: 4741.311035
	Iteration 4F: 3 clusters Score -2437912 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2439324.750000 Penalty: 4741.311035
	Iteration 5F: 3 clusters Score -2439325 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2440814.750000 Penalty: 4741.311035
	Iteration 6F: 3 clusters Score -2440815 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2441910.500000 Penalty: 4741.311035
	Iteration 7F: 3 clusters Score -2441910 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2442654.750000 Penalty: 4741.311035
	Iteration 8F: 3 clusters Score -2442655 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2443080.000000 Penalty: 4741.311035
	Iteration 9Q: 3 clusters Score -2443080 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2443356.500000 Penalty: 4741.311035
	Iteration 10Q: 3 clusters Score -2443356 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2443486.750000 Penalty: 4741.311035
	Iteration 11Q: 3 clusters Score -2443487 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2443563.750000 Penalty: 4741.311035
	Iteration 12Q: 3 clusters Score -2443564 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2443601.000000 Penalty: 4741.311035
	Iteration 13Q: 3 clusters Score -2443601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2443620.500000 Penalty: 4741.311035
	Iteration 14Q: 3 clusters Score -2443620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2443647.000000 Penalty: 4741.311035
	Iteration 15Q: 3 clusters Score -2443647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2443659.000000 Penalty: 4741.311035
	Iteration 16Q: 3 clusters Score -2443659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2443664.000000 Penalty: 4741.311035
	Iteration 17Q: 3 clusters Score -2443664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2443675.000000 Penalty: 4741.311035
	Iteration 18Q: 3 clusters Score -2443675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2443687.000000 Penalty: 4741.311035
	Iteration 19Q: 3 clusters Score -2443687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2443696.750000 Penalty: 4741.311035
	Iteration 20F: 3 clusters Score -2443697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2443700.750000 Penalty: 4741.311035
	Iteration 21Q: 3 clusters Score -2443701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2443708.250000 Penalty: 4741.311035
	Iteration 22Q: 3 clusters Score -2443708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2443707.500000 Penalty: 4741.311035
	Iteration 23Q: 3 clusters Score -2443708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2443713.500000 Penalty: 4741.311035
	Iteration 24Q: 3 clusters Score -2443714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2443710.000000 Penalty: 4741.311035
	Iteration 25Q: 3 clusters Score -2443710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2443707.000000 Penalty: 4741.311035
	Iteration 26Q: 3 clusters Score -2443707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2443707.500000 Penalty: 4741.311035
	Iteration 27Q: 3 clusters Score -2443708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2443718.000000 Penalty: 4741.311035
	Iteration 28Q: 3 clusters Score -2443718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2443721.250000 Penalty: 4741.311035
	Iteration 29Q: 3 clusters Score -2443721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2443723.500000 Penalty: 4741.311035
	Iteration 30Q: 3 clusters Score -2443724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2443726.000000 Penalty: 4741.311035
	Iteration 31Q: 3 clusters Score -2443726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2443724.500000 Penalty: 4741.311035
	Iteration 32Q: 3 clusters Score -2443724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2443731.750000 Penalty: 4741.311035
	Iteration 33Q: 3 clusters Score -2443732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2443740.000000 Penalty: 4741.311035
	Iteration 34Q: 3 clusters Score -2443740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2443742.000000 Penalty: 4741.311035
	Iteration 35Q: 3 clusters Score -2443742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2443745.000000 Penalty: 4741.311035
	Iteration 36Q: 3 clusters Score -2443745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2443744.750000 Penalty: 4741.311035
	Iteration 37Q: 3 clusters Score -2443745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2443756.250000 Penalty: 4741.311035
	Iteration 38Q: 3 clusters Score -2443756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2443761.250000 Penalty: 4741.311035
	Iteration 39Q: 3 clusters Score -2443761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2443757.250000 Penalty: 4741.311035
	Iteration 40F: 3 clusters Score -2443757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2443767.000000 Penalty: 4741.311035
	Iteration 41Q: 3 clusters Score -2443767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2443767.250000 Penalty: 4741.311035
	Iteration 42Q: 3 clusters Score -2443767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2443774.750000 Penalty: 4741.311035
	Iteration 43Q: 3 clusters Score -2443775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2443774.250000 Penalty: 4741.311035
	Iteration 44Q: 3 clusters Score -2443774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2443774.000000 Penalty: 4741.311035
	Iteration 45Q: 3 clusters Score -2443774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2443776.250000 Penalty: 4741.311035
	Iteration 46Q: 3 clusters Score -2443776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2443776.750000 Penalty: 4741.311035
	Iteration 47Q: 3 clusters Score -2443777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2443778.000000 Penalty: 4741.311035
	Iteration 48Q: 3 clusters Score -2443778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2443781.250000 Penalty: 4741.311035
	Iteration 49Q: 3 clusters Score -2443781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2443780.500000 Penalty: 4741.311035
	Iteration 50Q: 3 clusters Score -2443780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2443785.750000 Penalty: 4741.311035
	Iteration 51Q: 3 clusters Score -2443786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2443787.250000 Penalty: 4741.311035
	Iteration 52Q: 3 clusters Score -2443787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2443786.250000 Penalty: 4741.311035
	Iteration 53Q: 3 clusters Score -2443786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2443786.500000 Penalty: 4741.311035
	Iteration 54Q: 3 clusters Score -2443786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2443788.500000 Penalty: 4741.311035
	Iteration 55Q: 3 clusters Score -2443788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2443789.250000 Penalty: 4741.311035
	Iteration 56Q: 3 clusters Score -2443789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2443799.750000 Penalty: 4741.311035
	Iteration 57Q: 3 clusters Score -2443800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2443795.500000 Penalty: 4741.311035
	Iteration 58Q: 3 clusters Score -2443796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2443795.750000 Penalty: 4741.311035
	Iteration 59Q: 3 clusters Score -2443796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2443797.000000 Penalty: 4741.311035
	Iteration 60F: 3 clusters Score -2443797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2443792.250000 Penalty: 4741.311035
	Iteration 61Q: 3 clusters Score -2443792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2443795.500000 Penalty: 4741.311035
	Iteration 62Q: 3 clusters Score -2443796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2443796.250000 Penalty: 4741.311035
	Iteration 63Q: 3 clusters Score -2443796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2443791.500000 Penalty: 4741.311035
	Iteration 64Q: 3 clusters Score -2443792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2443796.750000 Penalty: 4741.311035
	Iteration 65Q: 3 clusters Score -2443797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2443800.500000 Penalty: 4741.311035
	Iteration 66Q: 3 clusters Score -2443800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2443804.250000 Penalty: 4741.311035
	Iteration 67Q: 3 clusters Score -2443804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2443801.000000 Penalty: 4741.311035
	Iteration 68Q: 3 clusters Score -2443801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2443800.250000 Penalty: 4741.311035
	Iteration 69Q: 3 clusters Score -2443800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2443803.250000 Penalty: 4741.311035
	Iteration 70Q: 3 clusters Score -2443803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2443803.250000 Penalty: 4741.311035
	Iteration 71Q: 3 clusters Score -2443803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2443799.000000 Penalty: 4741.311035
	Iteration 72Q: 3 clusters Score -2443799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2443799.500000 Penalty: 4741.311035
	Iteration 73Q: 3 clusters Score -2443800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2443798.500000 Penalty: 4741.311035
	Iteration 74Q: 3 clusters Score -2443798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2443798.000000 Penalty: 4741.311035
	Iteration 75Q: 3 clusters Score -2443798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2443796.750000 Penalty: 4741.311035
	Iteration 76Q: 3 clusters Score -2443797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2443796.750000 Penalty: 4741.311035
	Iteration 77F: 3 clusters Score -2443797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76393 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37461 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10098 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17588 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36298 members 
Mstep: Class 48 contains 36254 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13578 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 33661 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1931 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4802 members 
Mstep: Class 68 contains 2908 members 
Mstep: Class 69 contains 6706 members 
Entering Unmasked Estep 
Score: -117278552.000000 Penalty: 229961.078125
Splitting cluster 20 changes total score from -117279608.000000 to -117278552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Entering Unmasked Estep 
Score: -2120514.250000 Penalty: 2331.397217
	Iteration 0F: 2 clusters Score -2120514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2111571.000000 Penalty: 4662.794434
	Iteration 0F: 3 clusters Score -2111571 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2114367.500000 Penalty: 4662.794434
	Iteration 1F: 3 clusters Score -2114368 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2114731.250000 Penalty: 4662.794434
	Iteration 2F: 3 clusters Score -2114731 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2115010.250000 Penalty: 4662.794434
	Iteration 3F: 3 clusters Score -2115010 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2115261.250000 Penalty: 4662.794434
	Iteration 4Q: 3 clusters Score -2115261 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2115479.500000 Penalty: 4662.794434
	Iteration 5Q: 3 clusters Score -2115480 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2115712.250000 Penalty: 4662.794434
	Iteration 6Q: 3 clusters Score -2115712 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2116004.000000 Penalty: 4662.794434
	Iteration 7Q: 3 clusters Score -2116004 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2116351.750000 Penalty: 4662.794434
	Iteration 8Q: 3 clusters Score -2116352 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2116698.000000 Penalty: 4662.794434
	Iteration 9Q: 3 clusters Score -2116698 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2117023.000000 Penalty: 4662.794434
	Iteration 10Q: 3 clusters Score -2117023 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2117335.750000 Penalty: 4662.794434
	Iteration 11Q: 3 clusters Score -2117336 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2117645.250000 Penalty: 4662.794434
	Iteration 12Q: 3 clusters Score -2117645 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2117906.500000 Penalty: 4662.794434
	Iteration 13Q: 3 clusters Score -2117906 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2118095.250000 Penalty: 4662.794434
	Iteration 14Q: 3 clusters Score -2118095 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2118237.250000 Penalty: 4662.794434
	Iteration 15Q: 3 clusters Score -2118237 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2118331.000000 Penalty: 4662.794434
	Iteration 16Q: 3 clusters Score -2118331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2118395.250000 Penalty: 4662.794434
	Iteration 17Q: 3 clusters Score -2118395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2118437.750000 Penalty: 4662.794434
	Iteration 18Q: 3 clusters Score -2118438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2118476.250000 Penalty: 4662.794434
	Iteration 19Q: 3 clusters Score -2118476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2118496.500000 Penalty: 4662.794434
	Iteration 20F: 3 clusters Score -2118496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2118512.500000 Penalty: 4662.794434
	Iteration 21Q: 3 clusters Score -2118512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2118519.250000 Penalty: 4662.794434
	Iteration 22Q: 3 clusters Score -2118519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2118523.250000 Penalty: 4662.794434
	Iteration 23Q: 3 clusters Score -2118523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2118528.750000 Penalty: 4662.794434
	Iteration 24Q: 3 clusters Score -2118529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2118532.250000 Penalty: 4662.794434
	Iteration 25Q: 3 clusters Score -2118532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2118539.250000 Penalty: 4662.794434
	Iteration 26Q: 3 clusters Score -2118539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2118538.750000 Penalty: 4662.794434
	Iteration 27Q: 3 clusters Score -2118539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2118540.250000 Penalty: 4662.794434
	Iteration 28Q: 3 clusters Score -2118540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2118538.250000 Penalty: 4662.794434
	Iteration 29Q: 3 clusters Score -2118538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2118538.250000 Penalty: 4662.794434
	Iteration 30F: 3 clusters Score -2118538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -507855.937500 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -507855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -504481.125000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -504481.1 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -505575.625000 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -505575.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -506019.656250 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -506019.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -506327.437500 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -506327.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -506556.718750 Penalty: 4014.660400
	Iteration 4F: 3 clusters Score -506556.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -506746.250000 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -506746.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -506902.468750 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -506902.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -507016.156250 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -507016.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -507093.812500 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -507093.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -507148.593750 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -507148.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -507192.750000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -507192.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -507225.875000 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -507225.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -507251.312500 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -507251.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -507268.343750 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -507268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -507283.343750 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -507283.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -507291.843750 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -507291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -507296.843750 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -507296.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -507302.187500 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -507302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507307.750000 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -507307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -507318.125000 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -507318.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507327.312500 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -507327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507333.156250 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -507333.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -507340.781250 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -507340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507347.375000 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -507347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -507353.218750 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -507353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -507358.375000 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -507358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -507361.718750 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -507361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -507365.031250 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -507365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -507367.906250 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -507367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -507369.375000 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -507369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -507371.500000 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -507371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -507373.187500 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -507373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -507375.125000 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -507375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -507374.906250 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -507374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -507374.875000 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -507374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -507376.250000 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -507376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -507376.812500 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -507376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -507376.812500 Penalty: 4014.660400
	Iteration 37F: 3 clusters Score -507376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -530679.812500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -530679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -527337.937500 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -527337.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -527999.062500 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -527999.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -528193.000000 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -528193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -528347.875000 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -528347.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -528467.312500 Penalty: 3977.728271
	Iteration 4Q: 3 clusters Score -528467.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528573.437500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -528573.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -528657.500000 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -528657.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -528709.375000 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -528709.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -528751.437500 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -528751.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -528790.750000 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -528790.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -528828.000000 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -528828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -528857.812500 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -528857.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -528884.437500 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -528884.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -528907.750000 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -528907.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -528928.062500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -528928.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -528943.687500 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -528943.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -528961.687500 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -528961.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -528971.562500 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -528971.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -528979.562500 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -528979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -528985.437500 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -528985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -528993.812500 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -528993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -529003.187500 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -529003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -529011.062500 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -529011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -529018.437500 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -529018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -529023.562500 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -529023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -529025.750000 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -529025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -529031.062500 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -529031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -529033.875000 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -529033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -529038.312500 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -529038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -529040.812500 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -529040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -529042.125000 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -529042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -529044.312500 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -529044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -529046.750000 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -529046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -529051.562500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -529051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -529055.250000 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -529055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -529057.062500 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -529057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -529059.000000 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -529059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -529062.812500 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -529062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -529065.187500 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -529065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -529067.875000 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -529067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -529069.937500 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -529069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -529072.125000 Penalty: 3977.728271
	Iteration 41Q: 3 clusters Score -529072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -529072.875000 Penalty: 3977.728271
	Iteration 42Q: 3 clusters Score -529072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -529075.437500 Penalty: 3977.728271
	Iteration 43Q: 3 clusters Score -529075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -529077.375000 Penalty: 3977.728271
	Iteration 44Q: 3 clusters Score -529077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -529079.500000 Penalty: 3977.728271
	Iteration 45Q: 3 clusters Score -529079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -529081.375000 Penalty: 3977.728271
	Iteration 46Q: 3 clusters Score -529081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -529083.562500 Penalty: 3977.728271
	Iteration 47Q: 3 clusters Score -529083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -529086.437500 Penalty: 3977.728271
	Iteration 48Q: 3 clusters Score -529086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -529089.125000 Penalty: 3977.728271
	Iteration 49Q: 3 clusters Score -529089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -529091.500000 Penalty: 3977.728271
	Iteration 50Q: 3 clusters Score -529091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -529092.000000 Penalty: 3977.728271
	Iteration 51Q: 3 clusters Score -529092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -529092.562500 Penalty: 3977.728271
	Iteration 52Q: 3 clusters Score -529092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -529092.562500 Penalty: 3977.728271
	Iteration 53F: 3 clusters Score -529092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -31233.761719 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -31233.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30033.896484 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -30033.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30289.632812 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -30289.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30520.361328 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -30520.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30958.031250 Penalty: 2835.645752
	Iteration 3F: 3 clusters Score -30958.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31074.216797 Penalty: 2835.645752
	Iteration 4F: 3 clusters Score -31074.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31126.796875 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -31126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31168.019531 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -31168.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31180.283203 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -31180.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31183.363281 Penalty: 2835.645752
	Iteration 8F: 3 clusters Score -31183.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31186.201172 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -31186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31186.201172 Penalty: 2835.645752
	Iteration 10F: 3 clusters Score -31186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -44221.531250 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -44221.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43005.414062 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -43005.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43197.371094 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -43197.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43338.421875 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -43338.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43419.898438 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -43419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43474.945312 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -43474.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43525.742188 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -43525.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43557.835938 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -43557.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43566.210938 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -43566.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43571.089844 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -43571.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43571.089844 Penalty: 2850.116943
	Iteration 9F: 3 clusters Score -43571.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -22258.916016 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -22258.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21078.253906 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -21078.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21359.455078 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -21359.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21566.550781 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -21566.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21796.626953 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -21796.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22062.781250 Penalty: 2827.420166
	Iteration 4F: 3 clusters Score -22062.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22252.867188 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -22252.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22389.626953 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -22389.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22409.511719 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -22409.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22428.689453 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -22428.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22428.689453 Penalty: 2827.420166
	Iteration 9F: 3 clusters Score -22428.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 127 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76393 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37461 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10098 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17588 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36298 members 
Mstep: Class 48 contains 36254 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13578 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 33661 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1931 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4802 members 
Mstep: Class 68 contains 2908 members 
Mstep: Class 69 contains 172 members 
Entering Unmasked Estep 
Score: -117277888.000000 Penalty: 229961.078125
Splitting cluster 26 changes total score from -117279608.000000 to -117277888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -403978.687500 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -403978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -401135.218750 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -401135.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -401688.250000 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -401688.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -401870.250000 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -401870.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -401974.937500 Penalty: 3839.800781
	Iteration 3F: 3 clusters Score -401974.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -402032.781250 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -402032.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -402069.843750 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -402069.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -402096.593750 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -402096.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -402119.875000 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -402119.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -402136.375000 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -402136.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -402146.312500 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -402146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -402155.656250 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -402155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402166.031250 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -402166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -402170.875000 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -402170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -402174.531250 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -402174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -402177.437500 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -402177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -402179.281250 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -402179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -402186.125000 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -402186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -402190.968750 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -402191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -402200.093750 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -402200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -402204.281250 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -402204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -402208.968750 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -402209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -402214.031250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -402214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -402217.031250 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -402217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -402216.906250 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -402216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -402217.625000 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -402217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -402218.593750 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -402218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -402218.562500 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -402218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -402219.375000 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -402219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -402220.500000 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -402220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -402221.468750 Penalty: 3839.800781
	Iteration 29Q: 3 clusters Score -402221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -402222.687500 Penalty: 3839.800781
	Iteration 30Q: 3 clusters Score -402222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -402222.406250 Penalty: 3839.800781
	Iteration 31Q: 3 clusters Score -402222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402222.906250 Penalty: 3839.800781
	Iteration 32Q: 3 clusters Score -402222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -402223.500000 Penalty: 3839.800781
	Iteration 33Q: 3 clusters Score -402223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -402225.843750 Penalty: 3839.800781
	Iteration 34Q: 3 clusters Score -402225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402226.718750 Penalty: 3839.800781
	Iteration 35Q: 3 clusters Score -402226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -402228.718750 Penalty: 3839.800781
	Iteration 36Q: 3 clusters Score -402228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -402229.406250 Penalty: 3839.800781
	Iteration 37Q: 3 clusters Score -402229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -402230.687500 Penalty: 3839.800781
	Iteration 38Q: 3 clusters Score -402230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -402231.906250 Penalty: 3839.800781
	Iteration 39Q: 3 clusters Score -402231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -402231.906250 Penalty: 3839.800781
	Iteration 40F: 3 clusters Score -402231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -39552.796875 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -39552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38405.011719 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -38405.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38510.394531 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -38510.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38553.906250 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -38553.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38572.015625 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -38572.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38610.625000 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -38610.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38620.292969 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -38620.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38630.671875 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -38630.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38634.839844 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -38634.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38642.246094 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -38642.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38666.250000 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -38666.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38745.128906 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -38745.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38777.449219 Penalty: 2774.976807
	Iteration 11Q: 3 clusters Score -38777.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38792.105469 Penalty: 2774.976807
	Iteration 12Q: 3 clusters Score -38792.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38801.636719 Penalty: 2774.976807
	Iteration 13Q: 3 clusters Score -38801.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38805.679688 Penalty: 2774.976807
	Iteration 14Q: 3 clusters Score -38805.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38805.679688 Penalty: 2774.976807
	Iteration 15F: 3 clusters Score -38805.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Entering Unmasked Estep 
Score: -13113968.000000 Penalty: 2788.424316
	Iteration 0F: 2 clusters Score -1.311397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -13064009.000000 Penalty: 5576.848633
	Iteration 0F: 3 clusters Score -1.306401e+07 nChanged 36051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -13084544.000000 Penalty: 5576.848633
	Iteration 1F: 3 clusters Score -1.308454e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -13085633.000000 Penalty: 5576.848633
	Iteration 2Q: 3 clusters Score -1.308563e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -13087016.000000 Penalty: 5576.848633
	Iteration 3Q: 3 clusters Score -1.308702e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -13088747.000000 Penalty: 5576.848633
	Iteration 4F: 3 clusters Score -1.308875e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -13090945.000000 Penalty: 5576.848633
	Iteration 5F: 3 clusters Score -1.309094e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -13093451.000000 Penalty: 5576.848633
	Iteration 6F: 3 clusters Score -1.309345e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -13096032.000000 Penalty: 5576.848633
	Iteration 7F: 3 clusters Score -1.309603e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -13098408.000000 Penalty: 5576.848633
	Iteration 8F: 3 clusters Score -1.309841e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -13099943.000000 Penalty: 5576.848633
	Iteration 9F: 3 clusters Score -1.309994e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -13100910.000000 Penalty: 5576.848633
	Iteration 10Q: 3 clusters Score -1.310091e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -13101494.000000 Penalty: 5576.848633
	Iteration 11Q: 3 clusters Score -1.310149e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -13101925.000000 Penalty: 5576.848633
	Iteration 12Q: 3 clusters Score -1.310192e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -13102282.000000 Penalty: 5576.848633
	Iteration 13Q: 3 clusters Score -1.310228e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -13102616.000000 Penalty: 5576.848633
	Iteration 14Q: 3 clusters Score -1.310262e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -13103019.000000 Penalty: 5576.848633
	Iteration 15Q: 3 clusters Score -1.310302e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -13103170.000000 Penalty: 5576.848633
	Iteration 16Q: 3 clusters Score -1.310317e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -13103184.000000 Penalty: 5576.848633
	Iteration 17Q: 3 clusters Score -1.310318e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -13103239.000000 Penalty: 5576.848633
	Iteration 18Q: 3 clusters Score -1.310324e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -13103325.000000 Penalty: 5576.848633
	Iteration 19Q: 3 clusters Score -1.310332e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -13103400.000000 Penalty: 5576.848633
	Iteration 20F: 3 clusters Score -1.31034e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -13103470.000000 Penalty: 5576.848633
	Iteration 21Q: 3 clusters Score -1.310347e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -13103521.000000 Penalty: 5576.848633
	Iteration 22Q: 3 clusters Score -1.310352e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -13103677.000000 Penalty: 5576.848633
	Iteration 23Q: 3 clusters Score -1.310368e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -13103842.000000 Penalty: 5576.848633
	Iteration 24Q: 3 clusters Score -1.310384e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -13104003.000000 Penalty: 5576.848633
	Iteration 25Q: 3 clusters Score -1.3104e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -13104194.000000 Penalty: 5576.848633
	Iteration 26Q: 3 clusters Score -1.310419e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -13104490.000000 Penalty: 5576.848633
	Iteration 27Q: 3 clusters Score -1.310449e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -13104784.000000 Penalty: 5576.848633
	Iteration 28Q: 3 clusters Score -1.310478e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -13105118.000000 Penalty: 5576.848633
	Iteration 29Q: 3 clusters Score -1.310512e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -13105577.000000 Penalty: 5576.848633
	Iteration 30Q: 3 clusters Score -1.310558e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -13105897.000000 Penalty: 5576.848633
	Iteration 31Q: 3 clusters Score -1.31059e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -13106197.000000 Penalty: 5576.848633
	Iteration 32Q: 3 clusters Score -1.31062e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -13106614.000000 Penalty: 5576.848633
	Iteration 33Q: 3 clusters Score -1.310661e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -13106972.000000 Penalty: 5576.848633
	Iteration 34Q: 3 clusters Score -1.310697e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -13107380.000000 Penalty: 5576.848633
	Iteration 35Q: 3 clusters Score -1.310738e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -13107783.000000 Penalty: 5576.848633
	Iteration 36Q: 3 clusters Score -1.310778e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -13108079.000000 Penalty: 5576.848633
	Iteration 37Q: 3 clusters Score -1.310808e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -13108420.000000 Penalty: 5576.848633
	Iteration 38Q: 3 clusters Score -1.310842e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -13108646.000000 Penalty: 5576.848633
	Iteration 39Q: 3 clusters Score -1.310865e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -13109160.000000 Penalty: 5576.848633
	Iteration 40F: 3 clusters Score -1.310916e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -13109470.000000 Penalty: 5576.848633
	Iteration 41Q: 3 clusters Score -1.310947e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -13109623.000000 Penalty: 5576.848633
	Iteration 42Q: 3 clusters Score -1.310962e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -13109703.000000 Penalty: 5576.848633
	Iteration 43Q: 3 clusters Score -1.31097e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -13109668.000000 Penalty: 5576.848633
	Iteration 44Q: 3 clusters Score -1.310967e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -13109630.000000 Penalty: 5576.848633
	Iteration 45Q: 3 clusters Score -1.310963e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -13109534.000000 Penalty: 5576.848633
	Iteration 46Q: 3 clusters Score -1.310953e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -13109428.000000 Penalty: 5576.848633
	Iteration 47Q: 3 clusters Score -1.310943e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -13109327.000000 Penalty: 5576.848633
	Iteration 48Q: 3 clusters Score -1.310933e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -13109276.000000 Penalty: 5576.848633
	Iteration 49Q: 3 clusters Score -1.310928e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -13109235.000000 Penalty: 5576.848633
	Iteration 50Q: 3 clusters Score -1.310924e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -13109206.000000 Penalty: 5576.848633
	Iteration 51Q: 3 clusters Score -1.310921e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -13109188.000000 Penalty: 5576.848633
	Iteration 52Q: 3 clusters Score -1.310919e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -13109144.000000 Penalty: 5576.848633
	Iteration 53Q: 3 clusters Score -1.310914e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -13109120.000000 Penalty: 5576.848633
	Iteration 54Q: 3 clusters Score -1.310912e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -13109125.000000 Penalty: 5576.848633
	Iteration 55Q: 3 clusters Score -1.310912e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -13109157.000000 Penalty: 5576.848633
	Iteration 56Q: 3 clusters Score -1.310916e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -13109167.000000 Penalty: 5576.848633
	Iteration 57Q: 3 clusters Score -1.310917e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -13109183.000000 Penalty: 5576.848633
	Iteration 58Q: 3 clusters Score -1.310918e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -13109190.000000 Penalty: 5576.848633
	Iteration 59Q: 3 clusters Score -1.310919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -13109252.000000 Penalty: 5576.848633
	Iteration 60F: 3 clusters Score -1.310925e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -13109283.000000 Penalty: 5576.848633
	Iteration 61Q: 3 clusters Score -1.310928e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -13109268.000000 Penalty: 5576.848633
	Iteration 62Q: 3 clusters Score -1.310927e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -13109288.000000 Penalty: 5576.848633
	Iteration 63Q: 3 clusters Score -1.310929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -13109310.000000 Penalty: 5576.848633
	Iteration 64Q: 3 clusters Score -1.310931e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -13109297.000000 Penalty: 5576.848633
	Iteration 65Q: 3 clusters Score -1.31093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -13109350.000000 Penalty: 5576.848633
	Iteration 66Q: 3 clusters Score -1.310935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -13109355.000000 Penalty: 5576.848633
	Iteration 67Q: 3 clusters Score -1.310936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -13109365.000000 Penalty: 5576.848633
	Iteration 68Q: 3 clusters Score -1.310936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -13109387.000000 Penalty: 5576.848633
	Iteration 69Q: 3 clusters Score -1.310939e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -13109403.000000 Penalty: 5576.848633
	Iteration 70Q: 3 clusters Score -1.31094e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -13109431.000000 Penalty: 5576.848633
	Iteration 71Q: 3 clusters Score -1.310943e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -13109454.000000 Penalty: 5576.848633
	Iteration 72Q: 3 clusters Score -1.310945e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -13109448.000000 Penalty: 5576.848633
	Iteration 73Q: 3 clusters Score -1.310945e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -13109458.000000 Penalty: 5576.848633
	Iteration 74Q: 3 clusters Score -1.310946e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -13109466.000000 Penalty: 5576.848633
	Iteration 75Q: 3 clusters Score -1.310947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -13109486.000000 Penalty: 5576.848633
	Iteration 76Q: 3 clusters Score -1.310949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -13109494.000000 Penalty: 5576.848633
	Iteration 77Q: 3 clusters Score -1.310949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -13109504.000000 Penalty: 5576.848633
	Iteration 78Q: 3 clusters Score -1.31095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -13109506.000000 Penalty: 5576.848633
	Iteration 79Q: 3 clusters Score -1.310951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -13109516.000000 Penalty: 5576.848633
	Iteration 80F: 3 clusters Score -1.310952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -13109505.000000 Penalty: 5576.848633
	Iteration 81Q: 3 clusters Score -1.31095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -13109489.000000 Penalty: 5576.848633
	Iteration 82Q: 3 clusters Score -1.310949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -13109514.000000 Penalty: 5576.848633
	Iteration 83Q: 3 clusters Score -1.310951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -13109519.000000 Penalty: 5576.848633
	Iteration 84Q: 3 clusters Score -1.310952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -13109532.000000 Penalty: 5576.848633
	Iteration 85Q: 3 clusters Score -1.310953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -13109529.000000 Penalty: 5576.848633
	Iteration 86Q: 3 clusters Score -1.310953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -13109541.000000 Penalty: 5576.848633
	Iteration 87Q: 3 clusters Score -1.310954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -13109537.000000 Penalty: 5576.848633
	Iteration 88Q: 3 clusters Score -1.310954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -13109517.000000 Penalty: 5576.848633
	Iteration 89Q: 3 clusters Score -1.310952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -13109519.000000 Penalty: 5576.848633
	Iteration 90Q: 3 clusters Score -1.310952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -13109541.000000 Penalty: 5576.848633
	Iteration 91Q: 3 clusters Score -1.310954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -13109512.000000 Penalty: 5576.848633
	Iteration 92Q: 3 clusters Score -1.310951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -13109522.000000 Penalty: 5576.848633
	Iteration 93Q: 3 clusters Score -1.310952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -13109521.000000 Penalty: 5576.848633
	Iteration 94Q: 3 clusters Score -1.310952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -13109541.000000 Penalty: 5576.848633
	Iteration 95Q: 3 clusters Score -1.310954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -13109547.000000 Penalty: 5576.848633
	Iteration 96Q: 3 clusters Score -1.310955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -13109541.000000 Penalty: 5576.848633
	Iteration 97Q: 3 clusters Score -1.310954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -13109542.000000 Penalty: 5576.848633
	Iteration 98Q: 3 clusters Score -1.310954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -13109542.000000 Penalty: 5576.848633
	Iteration 99F: 3 clusters Score -1.310954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -1817194.375000 Penalty: 2302.169189
	Iteration 0F: 2 clusters Score -1817194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1809018.375000 Penalty: 4604.338379
	Iteration 0F: 3 clusters Score -1809018 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1811632.500000 Penalty: 4604.338379
	Iteration 1F: 3 clusters Score -1811632 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1812190.250000 Penalty: 4604.338379
	Iteration 2F: 3 clusters Score -1812190 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1812619.000000 Penalty: 4604.338379
	Iteration 3F: 3 clusters Score -1812619 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1812979.625000 Penalty: 4604.338379
	Iteration 4F: 3 clusters Score -1812980 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1813328.875000 Penalty: 4604.338379
	Iteration 5F: 3 clusters Score -1813329 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1813723.875000 Penalty: 4604.338379
	Iteration 6F: 3 clusters Score -1813724 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1814101.250000 Penalty: 4604.338379
	Iteration 7Q: 3 clusters Score -1814101 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1814389.500000 Penalty: 4604.338379
	Iteration 8Q: 3 clusters Score -1814390 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1814639.875000 Penalty: 4604.338379
	Iteration 9Q: 3 clusters Score -1814640 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1814829.375000 Penalty: 4604.338379
	Iteration 10Q: 3 clusters Score -1814829 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1814958.000000 Penalty: 4604.338379
	Iteration 11Q: 3 clusters Score -1814958 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1815060.875000 Penalty: 4604.338379
	Iteration 12Q: 3 clusters Score -1815061 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1815145.500000 Penalty: 4604.338379
	Iteration 13Q: 3 clusters Score -1815146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1815194.125000 Penalty: 4604.338379
	Iteration 14Q: 3 clusters Score -1815194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1815242.125000 Penalty: 4604.338379
	Iteration 15Q: 3 clusters Score -1815242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1815284.625000 Penalty: 4604.338379
	Iteration 16Q: 3 clusters Score -1815285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1815322.000000 Penalty: 4604.338379
	Iteration 17Q: 3 clusters Score -1815322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1815353.000000 Penalty: 4604.338379
	Iteration 18Q: 3 clusters Score -1815353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1815392.875000 Penalty: 4604.338379
	Iteration 19Q: 3 clusters Score -1815393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1815428.125000 Penalty: 4604.338379
	Iteration 20F: 3 clusters Score -1815428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1815464.125000 Penalty: 4604.338379
	Iteration 21Q: 3 clusters Score -1815464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1815488.500000 Penalty: 4604.338379
	Iteration 22Q: 3 clusters Score -1815488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1815519.250000 Penalty: 4604.338379
	Iteration 23Q: 3 clusters Score -1815519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1815547.250000 Penalty: 4604.338379
	Iteration 24Q: 3 clusters Score -1815547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1815578.250000 Penalty: 4604.338379
	Iteration 25Q: 3 clusters Score -1815578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1815593.750000 Penalty: 4604.338379
	Iteration 26Q: 3 clusters Score -1815594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1815615.875000 Penalty: 4604.338379
	Iteration 27Q: 3 clusters Score -1815616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1815636.375000 Penalty: 4604.338379
	Iteration 28Q: 3 clusters Score -1815636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1815660.500000 Penalty: 4604.338379
	Iteration 29Q: 3 clusters Score -1815660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1815681.875000 Penalty: 4604.338379
	Iteration 30Q: 3 clusters Score -1815682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1815702.000000 Penalty: 4604.338379
	Iteration 31Q: 3 clusters Score -1815702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1815727.125000 Penalty: 4604.338379
	Iteration 32Q: 3 clusters Score -1815727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1815745.000000 Penalty: 4604.338379
	Iteration 33Q: 3 clusters Score -1815745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1815755.875000 Penalty: 4604.338379
	Iteration 34Q: 3 clusters Score -1815756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1815771.000000 Penalty: 4604.338379
	Iteration 35Q: 3 clusters Score -1815771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1815780.750000 Penalty: 4604.338379
	Iteration 36Q: 3 clusters Score -1815781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1815796.250000 Penalty: 4604.338379
	Iteration 37Q: 3 clusters Score -1815796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1815803.125000 Penalty: 4604.338379
	Iteration 38Q: 3 clusters Score -1815803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1815812.625000 Penalty: 4604.338379
	Iteration 39Q: 3 clusters Score -1815813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1815815.625000 Penalty: 4604.338379
	Iteration 40F: 3 clusters Score -1815816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1815821.875000 Penalty: 4604.338379
	Iteration 41Q: 3 clusters Score -1815822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1815835.375000 Penalty: 4604.338379
	Iteration 42Q: 3 clusters Score -1815835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1815838.125000 Penalty: 4604.338379
	Iteration 43Q: 3 clusters Score -1815838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1815839.875000 Penalty: 4604.338379
	Iteration 44Q: 3 clusters Score -1815840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1815846.250000 Penalty: 4604.338379
	Iteration 45Q: 3 clusters Score -1815846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1815853.125000 Penalty: 4604.338379
	Iteration 46Q: 3 clusters Score -1815853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1815856.750000 Penalty: 4604.338379
	Iteration 47Q: 3 clusters Score -1815857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1815864.500000 Penalty: 4604.338379
	Iteration 48Q: 3 clusters Score -1815864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1815872.875000 Penalty: 4604.338379
	Iteration 49Q: 3 clusters Score -1815873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1815881.250000 Penalty: 4604.338379
	Iteration 50Q: 3 clusters Score -1815881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1815889.250000 Penalty: 4604.338379
	Iteration 51Q: 3 clusters Score -1815889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1815904.750000 Penalty: 4604.338379
	Iteration 52Q: 3 clusters Score -1815905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1815919.750000 Penalty: 4604.338379
	Iteration 53Q: 3 clusters Score -1815920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1815932.000000 Penalty: 4604.338379
	Iteration 54Q: 3 clusters Score -1815932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1815937.875000 Penalty: 4604.338379
	Iteration 55Q: 3 clusters Score -1815938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1815947.375000 Penalty: 4604.338379
	Iteration 56Q: 3 clusters Score -1815947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1815952.250000 Penalty: 4604.338379
	Iteration 57Q: 3 clusters Score -1815952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1815957.000000 Penalty: 4604.338379
	Iteration 58Q: 3 clusters Score -1815957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1815969.875000 Penalty: 4604.338379
	Iteration 59Q: 3 clusters Score -1815970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1815975.500000 Penalty: 4604.338379
	Iteration 60F: 3 clusters Score -1815976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1815980.000000 Penalty: 4604.338379
	Iteration 61Q: 3 clusters Score -1815980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1815989.250000 Penalty: 4604.338379
	Iteration 62Q: 3 clusters Score -1815989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1815994.000000 Penalty: 4604.338379
	Iteration 63Q: 3 clusters Score -1815994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1815997.250000 Penalty: 4604.338379
	Iteration 64Q: 3 clusters Score -1815997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1816000.750000 Penalty: 4604.338379
	Iteration 65Q: 3 clusters Score -1816001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1816004.875000 Penalty: 4604.338379
	Iteration 66Q: 3 clusters Score -1816005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1816013.000000 Penalty: 4604.338379
	Iteration 67Q: 3 clusters Score -1816013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1816012.500000 Penalty: 4604.338379
	Iteration 68Q: 3 clusters Score -1816012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1816012.250000 Penalty: 4604.338379
	Iteration 69Q: 3 clusters Score -1816012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1816013.375000 Penalty: 4604.338379
	Iteration 70Q: 3 clusters Score -1816013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1816014.125000 Penalty: 4604.338379
	Iteration 71Q: 3 clusters Score -1816014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1816015.375000 Penalty: 4604.338379
	Iteration 72Q: 3 clusters Score -1816015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1816019.625000 Penalty: 4604.338379
	Iteration 73Q: 3 clusters Score -1816020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1816019.125000 Penalty: 4604.338379
	Iteration 74Q: 3 clusters Score -1816019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1816026.750000 Penalty: 4604.338379
	Iteration 75Q: 3 clusters Score -1816027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1816025.625000 Penalty: 4604.338379
	Iteration 76Q: 3 clusters Score -1816026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1816024.250000 Penalty: 4604.338379
	Iteration 77Q: 3 clusters Score -1816024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1816024.375000 Penalty: 4604.338379
	Iteration 78Q: 3 clusters Score -1816024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1816025.250000 Penalty: 4604.338379
	Iteration 79Q: 3 clusters Score -1816025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1816026.750000 Penalty: 4604.338379
	Iteration 80F: 3 clusters Score -1816027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Entering Unmasked Estep 
Score: -6768069.000000 Penalty: 2611.701660
	Iteration 0F: 2 clusters Score -6768069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -6743486.500000 Penalty: 5223.403320
	Iteration 0F: 3 clusters Score -6743486 nChanged 17026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -6752703.500000 Penalty: 5223.403320
	Iteration 1F: 3 clusters Score -6752704 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6753240.000000 Penalty: 5223.403320
	Iteration 2Q: 3 clusters Score -6753240 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6753771.500000 Penalty: 5223.403320
	Iteration 3Q: 3 clusters Score -6753772 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -6754282.500000 Penalty: 5223.403320
	Iteration 4Q: 3 clusters Score -6754282 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -6754983.000000 Penalty: 5223.403320
	Iteration 5Q: 3 clusters Score -6754983 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6755812.500000 Penalty: 5223.403320
	Iteration 6Q: 3 clusters Score -6755812 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6756828.500000 Penalty: 5223.403320
	Iteration 7F: 3 clusters Score -6756828 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -6758183.000000 Penalty: 5223.403320
	Iteration 8F: 3 clusters Score -6758183 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -6759773.000000 Penalty: 5223.403320
	Iteration 9F: 3 clusters Score -6759773 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -6761346.500000 Penalty: 5223.403320
	Iteration 10F: 3 clusters Score -6761346 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -6762774.500000 Penalty: 5223.403320
	Iteration 11Q: 3 clusters Score -6762774 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -6763884.000000 Penalty: 5223.403320
	Iteration 12Q: 3 clusters Score -6763884 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6764592.500000 Penalty: 5223.403320
	Iteration 13Q: 3 clusters Score -6764592 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -6765062.500000 Penalty: 5223.403320
	Iteration 14Q: 3 clusters Score -6765062 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -6765314.500000 Penalty: 5223.403320
	Iteration 15Q: 3 clusters Score -6765314 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -6765487.500000 Penalty: 5223.403320
	Iteration 16Q: 3 clusters Score -6765488 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -6765576.500000 Penalty: 5223.403320
	Iteration 17Q: 3 clusters Score -6765576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -6765696.500000 Penalty: 5223.403320
	Iteration 18Q: 3 clusters Score -6765696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -6765777.500000 Penalty: 5223.403320
	Iteration 19Q: 3 clusters Score -6765778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6765834.500000 Penalty: 5223.403320
	Iteration 20F: 3 clusters Score -6765834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6765867.000000 Penalty: 5223.403320
	Iteration 21Q: 3 clusters Score -6765867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6765899.500000 Penalty: 5223.403320
	Iteration 22Q: 3 clusters Score -6765900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6765908.500000 Penalty: 5223.403320
	Iteration 23Q: 3 clusters Score -6765908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6765925.500000 Penalty: 5223.403320
	Iteration 24Q: 3 clusters Score -6765926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6765920.500000 Penalty: 5223.403320
	Iteration 25Q: 3 clusters Score -6765920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6765933.500000 Penalty: 5223.403320
	Iteration 26Q: 3 clusters Score -6765934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6765922.000000 Penalty: 5223.403320
	Iteration 27Q: 3 clusters Score -6765922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -6765931.500000 Penalty: 5223.403320
	Iteration 28Q: 3 clusters Score -6765932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -6765927.500000 Penalty: 5223.403320
	Iteration 29Q: 3 clusters Score -6765928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6765931.000000 Penalty: 5223.403320
	Iteration 30Q: 3 clusters Score -6765931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -6765931.000000 Penalty: 5223.403320
	Iteration 31Q: 3 clusters Score -6765931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -6765939.000000 Penalty: 5223.403320
	Iteration 32Q: 3 clusters Score -6765939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -6765933.500000 Penalty: 5223.403320
	Iteration 33Q: 3 clusters Score -6765934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -6765937.500000 Penalty: 5223.403320
	Iteration 34Q: 3 clusters Score -6765938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -6765940.500000 Penalty: 5223.403320
	Iteration 35Q: 3 clusters Score -6765940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -6765944.500000 Penalty: 5223.403320
	Iteration 36Q: 3 clusters Score -6765944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -6765942.000000 Penalty: 5223.403320
	Iteration 37Q: 3 clusters Score -6765942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -6765948.000000 Penalty: 5223.403320
	Iteration 38Q: 3 clusters Score -6765948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -6765950.000000 Penalty: 5223.403320
	Iteration 39Q: 3 clusters Score -6765950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6765938.500000 Penalty: 5223.403320
	Iteration 40F: 3 clusters Score -6765938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -6765946.000000 Penalty: 5223.403320
	Iteration 41Q: 3 clusters Score -6765946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6765949.500000 Penalty: 5223.403320
	Iteration 42Q: 3 clusters Score -6765950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6765949.500000 Penalty: 5223.403320
	Iteration 43F: 3 clusters Score -6765950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Entering Unmasked Estep 
Score: -6428306.000000 Penalty: 2599.538330
	Iteration 0F: 2 clusters Score -6428306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6404785.500000 Penalty: 5199.076660
	Iteration 0F: 3 clusters Score -6404786 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6413637.000000 Penalty: 5199.076660
	Iteration 1F: 3 clusters Score -6413637 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -6414117.000000 Penalty: 5199.076660
	Iteration 2Q: 3 clusters Score -6414117 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6414508.500000 Penalty: 5199.076660
	Iteration 3Q: 3 clusters Score -6414508 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6414831.000000 Penalty: 5199.076660
	Iteration 4Q: 3 clusters Score -6414831 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -6415066.500000 Penalty: 5199.076660
	Iteration 5Q: 3 clusters Score -6415066 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -6415301.500000 Penalty: 5199.076660
	Iteration 6Q: 3 clusters Score -6415302 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6415509.000000 Penalty: 5199.076660
	Iteration 7Q: 3 clusters Score -6415509 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -6415767.500000 Penalty: 5199.076660
	Iteration 8Q: 3 clusters Score -6415768 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -6416092.000000 Penalty: 5199.076660
	Iteration 9Q: 3 clusters Score -6416092 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6416487.000000 Penalty: 5199.076660
	Iteration 10Q: 3 clusters Score -6416487 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -6417094.500000 Penalty: 5199.076660
	Iteration 11Q: 3 clusters Score -6417094 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6417949.000000 Penalty: 5199.076660
	Iteration 12Q: 3 clusters Score -6417949 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -6418926.000000 Penalty: 5199.076660
	Iteration 13Q: 3 clusters Score -6418926 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -6419848.000000 Penalty: 5199.076660
	Iteration 14Q: 3 clusters Score -6419848 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -6420251.000000 Penalty: 5199.076660
	Iteration 15Q: 3 clusters Score -6420251 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -6420491.500000 Penalty: 5199.076660
	Iteration 16Q: 3 clusters Score -6420492 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -6420545.000000 Penalty: 5199.076660
	Iteration 17Q: 3 clusters Score -6420545 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -6420581.000000 Penalty: 5199.076660
	Iteration 18Q: 3 clusters Score -6420581 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -6420593.500000 Penalty: 5199.076660
	Iteration 19Q: 3 clusters Score -6420594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6420612.500000 Penalty: 5199.076660
	Iteration 20F: 3 clusters Score -6420612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6420635.000000 Penalty: 5199.076660
	Iteration 21Q: 3 clusters Score -6420635 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -6420647.000000 Penalty: 5199.076660
	Iteration 22Q: 3 clusters Score -6420647 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -6420677.000000 Penalty: 5199.076660
	Iteration 23Q: 3 clusters Score -6420677 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6420698.000000 Penalty: 5199.076660
	Iteration 24Q: 3 clusters Score -6420698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -6420708.500000 Penalty: 5199.076660
	Iteration 25Q: 3 clusters Score -6420708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -6420713.500000 Penalty: 5199.076660
	Iteration 26Q: 3 clusters Score -6420714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6420733.000000 Penalty: 5199.076660
	Iteration 27Q: 3 clusters Score -6420733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6420732.500000 Penalty: 5199.076660
	Iteration 28Q: 3 clusters Score -6420732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -6420737.500000 Penalty: 5199.076660
	Iteration 29Q: 3 clusters Score -6420738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6420742.000000 Penalty: 5199.076660
	Iteration 30Q: 3 clusters Score -6420742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6420734.500000 Penalty: 5199.076660
	Iteration 31Q: 3 clusters Score -6420734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -6420736.000000 Penalty: 5199.076660
	Iteration 32Q: 3 clusters Score -6420736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -6420740.500000 Penalty: 5199.076660
	Iteration 33Q: 3 clusters Score -6420740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -6420744.000000 Penalty: 5199.076660
	Iteration 34Q: 3 clusters Score -6420744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -6420747.500000 Penalty: 5199.076660
	Iteration 35Q: 3 clusters Score -6420748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -6420768.500000 Penalty: 5199.076660
	Iteration 36Q: 3 clusters Score -6420768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -6420756.000000 Penalty: 5199.076660
	Iteration 37Q: 3 clusters Score -6420756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -6420763.500000 Penalty: 5199.076660
	Iteration 38Q: 3 clusters Score -6420764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -6420793.000000 Penalty: 5199.076660
	Iteration 39Q: 3 clusters Score -6420793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -6420804.500000 Penalty: 5199.076660
	Iteration 40F: 3 clusters Score -6420804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6420802 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6420814 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6420828 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6420852 nChanged 86
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Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6420852 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6420862 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6420851 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6420876 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6420888 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6420892 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6420921 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6420942 nChanged 109
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Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6420942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6420948 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6420957 nChanged 94
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Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6420971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6420972 nChanged 86
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Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6420980 nChanged 84
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Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6420982 nChanged 102
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Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6420998 nChanged 102
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Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6421011 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6421024 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6421038 nChanged 106
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Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6421037 nChanged 92
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Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6421046 nChanged 111
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Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6421062 nChanged 96
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Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6421080 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6421086 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6421100 nChanged 93
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Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6421121 nChanged 94
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Mstep: Class 1 contains 22422 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6421136 nChanged 98
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Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6421136 nChanged 88
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Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6421150 nChanged 86
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6421168 nChanged 108
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Mstep: Class 1 contains 22744 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6421194 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6421205 nChanged 112
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Mstep: Class 1 contains 22929 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6421212 nChanged 117
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Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6421214 nChanged 153
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Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6421264 nChanged 173
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Mstep: Class 1 contains 23334 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6421300 nChanged 148
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Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6421345 nChanged 161
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Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6421358 nChanged 158
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Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6421396 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6421409 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6421451 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6421492 nChanged 172
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Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6421520 nChanged 176
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Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6421544 nChanged 190
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Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 11032 members 
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	Iteration 90Q: 3 clusters Score -6421584 nChanged 193
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Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6421604 nChanged 202
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Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6421657 nChanged 214
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Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6421720 nChanged 251
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Mstep: Class 1 contains 25422 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6421817 nChanged 282
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Mstep: Class 1 contains 25690 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6421891 nChanged 297
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Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6421958 nChanged 324
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Mstep: Class 1 contains 26281 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6422059 nChanged 328
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Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6422159 nChanged 345
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Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6422242 nChanged 358
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Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6422367 nChanged 331
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Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6422482 nChanged 329
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Mstep: Class 1 contains 27944 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6422596 nChanged 333
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Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6422730 nChanged 356
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Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6422895 nChanged 368
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Mstep: Class 1 contains 28989 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6423070 nChanged 381
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Mstep: Class 1 contains 29366 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6423238 nChanged 400
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6423431 nChanged 384
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6423610 nChanged 400
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6423842 nChanged 399
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Mstep: Class 1 contains 30919 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6424042 nChanged 411
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Mstep: Class 1 contains 31328 members 
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	Iteration 111Q: 3 clusters Score -6424280 nChanged 432
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Mstep: Class 1 contains 31760 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6424516 nChanged 436
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Mstep: Class 1 contains 32194 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6424744 nChanged 453
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6424991 nChanged 480
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Mstep: Class 1 contains 33127 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6425232 nChanged 486
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	Iteration 116Q: 3 clusters Score -6425439 nChanged 438
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Mstep: Class 1 contains 34051 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6425630 nChanged 416
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Mstep: Class 1 contains 34467 members 
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	Iteration 118Q: 3 clusters Score -6425748 nChanged 306
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Mstep: Class 1 contains 34773 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6425878 nChanged 226
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Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 669 members 
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	Iteration 120F: 3 clusters Score -6425945 nChanged 123
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Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6425976 nChanged 79
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	Iteration 122Q: 3 clusters Score -6426001 nChanged 49
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Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6426025 nChanged 36
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Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6426052 nChanged 21
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Mstep: Class 1 contains 35291 members 
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	Iteration 125Q: 3 clusters Score -6426068 nChanged 17
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	Iteration 126Q: 3 clusters Score -6426071 nChanged 13
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	Iteration 127Q: 3 clusters Score -6426072 nChanged 10
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Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6426074 nChanged 11
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	Iteration 129Q: 3 clusters Score -6426070 nChanged 9
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Mstep: Class 2 contains 327 members 
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	Iteration 130Q: 3 clusters Score -6426072 nChanged 6
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	Iteration 131Q: 3 clusters Score -6426090 nChanged 5
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	Iteration 132Q: 3 clusters Score -6426082 nChanged 7
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	Iteration 133Q: 3 clusters Score -6426093 nChanged 7
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6426092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6426093.500000 Penalty: 5199.076660
	Iteration 135Q: 3 clusters Score -6426094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6426101.000000 Penalty: 5199.076660
	Iteration 136Q: 3 clusters Score -6426101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6426098.000000 Penalty: 5199.076660
	Iteration 137Q: 3 clusters Score -6426098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6426098.000000 Penalty: 5199.076660
	Iteration 138F: 3 clusters Score -6426098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1679349.000000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1679349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1671667.750000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1671668 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1674066.625000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1674067 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1674702.750000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1674703 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1675312.375000 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -1675312 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1675838.125000 Penalty: 4573.166016
	Iteration 4F: 3 clusters Score -1675838 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1676302.625000 Penalty: 4573.166016
	Iteration 5F: 3 clusters Score -1676303 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1676688.875000 Penalty: 4573.166016
	Iteration 6F: 3 clusters Score -1676689 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1677029.750000 Penalty: 4573.166016
	Iteration 7Q: 3 clusters Score -1677030 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1677363.500000 Penalty: 4573.166016
	Iteration 8Q: 3 clusters Score -1677364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1677665.125000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1677665 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1677928.375000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1677928 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1678200.125000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1678200 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1678448.125000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1678448 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1678618.500000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1678618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1678713.375000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1678713 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1678782.500000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1678782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1678829.000000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1678829 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1678860.250000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1678860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1678895.500000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1678896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1678937.500000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1678938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1678976.500000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1678976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1679008.750000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1679009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1679047.750000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1679048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1679061.125000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1679061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1679071.625000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1679072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1679073.375000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1679073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1679075.500000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1679076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1679075.125000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1679075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1679078.625000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1679079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1679078.500000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1679078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1679078.625000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1679079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1679079.500000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1679080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1679081.875000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1679082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1679081.125000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1679081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1679082.250000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1679082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1679084.000000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1679084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1679081.500000 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -1679082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1679082.875000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -1679083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1679082.000000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -1679082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1679082.000000 Penalty: 4573.166016
	Iteration 39F: 3 clusters Score -1679082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -179553.343750 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -179553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -177592.437500 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -177592.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177904.890625 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -177904.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -178036.609375 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -178036.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178109.953125 Penalty: 3439.943848
	Iteration 3Q: 3 clusters Score -178110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178169.921875 Penalty: 3439.943848
	Iteration 4Q: 3 clusters Score -178169.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178203.250000 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -178203.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178224.015625 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -178224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -178237.953125 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -178238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178250.703125 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -178250.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178264.390625 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -178264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178272.984375 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -178273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178285.062500 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -178285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178301.703125 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -178301.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178313.359375 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -178313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178323.625000 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -178323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178327.609375 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -178327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178334.750000 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -178334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178341.296875 Penalty: 3439.943848
	Iteration 17Q: 3 clusters Score -178341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178344.921875 Penalty: 3439.943848
	Iteration 18Q: 3 clusters Score -178344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178346.281250 Penalty: 3439.943848
	Iteration 19Q: 3 clusters Score -178346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -178348.750000 Penalty: 3439.943848
	Iteration 20F: 3 clusters Score -178348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -148255.453125 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -148255.5 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 459 members 
Entering Unmasked Estep 
Score: -146440.609375 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -146440.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146805.187500 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -146805.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -146903.921875 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -146903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146949.234375 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -146949.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146991.468750 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -146991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -147023.281250 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -147023.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -147067.781250 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -147067.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -147124.765625 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -147124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -147157.296875 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -147157.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147180.125000 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -147180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147196.734375 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -147196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -147213.656250 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -147213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -147240.156250 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -147240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -147257.968750 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -147258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -147277.968750 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -147278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -147289.562500 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -147289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -147305.593750 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -147305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -147307.328125 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -147307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -147309.375000 Penalty: 3366.771240
	Iteration 18Q: 3 clusters Score -147309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -147310.031250 Penalty: 3366.771240
	Iteration 19Q: 3 clusters Score -147310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -147313.156250 Penalty: 3366.771240
	Iteration 20F: 3 clusters Score -147313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -147317.250000 Penalty: 3366.771240
	Iteration 21Q: 3 clusters Score -147317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -147318.500000 Penalty: 3366.771240
	Iteration 22Q: 3 clusters Score -147318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -147328.437500 Penalty: 3366.771240
	Iteration 23Q: 3 clusters Score -147328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -147336.875000 Penalty: 3366.771240
	Iteration 24Q: 3 clusters Score -147336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -147352.750000 Penalty: 3366.771240
	Iteration 25Q: 3 clusters Score -147352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -147359.546875 Penalty: 3366.771240
	Iteration 26Q: 3 clusters Score -147359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -147367.765625 Penalty: 3366.771240
	Iteration 27Q: 3 clusters Score -147367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -147368.656250 Penalty: 3366.771240
	Iteration 28Q: 3 clusters Score -147368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -147369.031250 Penalty: 3366.771240
	Iteration 29Q: 3 clusters Score -147369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -147369.031250 Penalty: 3366.771240
	Iteration 30F: 3 clusters Score -147369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -576790.750000 Penalty: 2022.102173
	Iteration 0F: 2 clusters Score -576790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -573191.187500 Penalty: 4044.204346
	Iteration 0F: 3 clusters Score -573191.2 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -573987.875000 Penalty: 4044.204346
	Iteration 1F: 3 clusters Score -573987.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -574291.812500 Penalty: 4044.204346
	Iteration 2F: 3 clusters Score -574291.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -574610.500000 Penalty: 4044.204346
	Iteration 3F: 3 clusters Score -574610.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -574971.375000 Penalty: 4044.204346
	Iteration 4F: 3 clusters Score -574971.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -575355.312500 Penalty: 4044.204346
	Iteration 5F: 3 clusters Score -575355.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -575621.062500 Penalty: 4044.204346
	Iteration 6F: 3 clusters Score -575621.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -575803.937500 Penalty: 4044.204346
	Iteration 7Q: 3 clusters Score -575803.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -575913.937500 Penalty: 4044.204346
	Iteration 8Q: 3 clusters Score -575913.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -576004.437500 Penalty: 4044.204346
	Iteration 9Q: 3 clusters Score -576004.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -576072.812500 Penalty: 4044.204346
	Iteration 10Q: 3 clusters Score -576072.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -576128.437500 Penalty: 4044.204346
	Iteration 11Q: 3 clusters Score -576128.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -576192.250000 Penalty: 4044.204346
	Iteration 12Q: 3 clusters Score -576192.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -576265.187500 Penalty: 4044.204346
	Iteration 13Q: 3 clusters Score -576265.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -576323.000000 Penalty: 4044.204346
	Iteration 14Q: 3 clusters Score -576323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -576387.437500 Penalty: 4044.204346
	Iteration 15Q: 3 clusters Score -576387.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -576436.625000 Penalty: 4044.204346
	Iteration 16Q: 3 clusters Score -576436.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -576462.875000 Penalty: 4044.204346
	Iteration 17Q: 3 clusters Score -576462.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -576475.500000 Penalty: 4044.204346
	Iteration 18Q: 3 clusters Score -576475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -576490.687500 Penalty: 4044.204346
	Iteration 19Q: 3 clusters Score -576490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -576513.000000 Penalty: 4044.204346
	Iteration 20F: 3 clusters Score -576513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -576528.750000 Penalty: 4044.204346
	Iteration 21Q: 3 clusters Score -576528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -576540.875000 Penalty: 4044.204346
	Iteration 22Q: 3 clusters Score -576540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -576552.937500 Penalty: 4044.204346
	Iteration 23Q: 3 clusters Score -576552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -576557.437500 Penalty: 4044.204346
	Iteration 24Q: 3 clusters Score -576557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -576564.250000 Penalty: 4044.204346
	Iteration 25Q: 3 clusters Score -576564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -576575.250000 Penalty: 4044.204346
	Iteration 26Q: 3 clusters Score -576575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -576579.750000 Penalty: 4044.204346
	Iteration 27Q: 3 clusters Score -576579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -576582.437500 Penalty: 4044.204346
	Iteration 28Q: 3 clusters Score -576582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -576585.562500 Penalty: 4044.204346
	Iteration 29Q: 3 clusters Score -576585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -576588.125000 Penalty: 4044.204346
	Iteration 30Q: 3 clusters Score -576588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -576592.937500 Penalty: 4044.204346
	Iteration 31Q: 3 clusters Score -576592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -576598.437500 Penalty: 4044.204346
	Iteration 32Q: 3 clusters Score -576598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -576604.500000 Penalty: 4044.204346
	Iteration 33Q: 3 clusters Score -576604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -576609.750000 Penalty: 4044.204346
	Iteration 34Q: 3 clusters Score -576609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -576615.250000 Penalty: 4044.204346
	Iteration 35Q: 3 clusters Score -576615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -576622.437500 Penalty: 4044.204346
	Iteration 36Q: 3 clusters Score -576622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -576625.875000 Penalty: 4044.204346
	Iteration 37Q: 3 clusters Score -576625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -576630.125000 Penalty: 4044.204346
	Iteration 38Q: 3 clusters Score -576630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -576634.937500 Penalty: 4044.204346
	Iteration 39Q: 3 clusters Score -576634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -576640.000000 Penalty: 4044.204346
	Iteration 40F: 3 clusters Score -576640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -576643.562500 Penalty: 4044.204346
	Iteration 41Q: 3 clusters Score -576643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -576646.500000 Penalty: 4044.204346
	Iteration 42Q: 3 clusters Score -576646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -576649.187500 Penalty: 4044.204346
	Iteration 43Q: 3 clusters Score -576649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -576650.000000 Penalty: 4044.204346
	Iteration 44Q: 3 clusters Score -576650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -576650.187500 Penalty: 4044.204346
	Iteration 45Q: 3 clusters Score -576650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -576652.062500 Penalty: 4044.204346
	Iteration 46Q: 3 clusters Score -576652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -576653.187500 Penalty: 4044.204346
	Iteration 47Q: 3 clusters Score -576653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -576652.437500 Penalty: 4044.204346
	Iteration 48Q: 3 clusters Score -576652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -576653.562500 Penalty: 4044.204346
	Iteration 49Q: 3 clusters Score -576653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -576655.437500 Penalty: 4044.204346
	Iteration 50Q: 3 clusters Score -576655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -576658.937500 Penalty: 4044.204346
	Iteration 51Q: 3 clusters Score -576658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -576661.187500 Penalty: 4044.204346
	Iteration 52Q: 3 clusters Score -576661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -576664.062500 Penalty: 4044.204346
	Iteration 53Q: 3 clusters Score -576664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -576666.437500 Penalty: 4044.204346
	Iteration 54Q: 3 clusters Score -576666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -576669.125000 Penalty: 4044.204346
	Iteration 55Q: 3 clusters Score -576669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -576670.375000 Penalty: 4044.204346
	Iteration 56Q: 3 clusters Score -576670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -576671.250000 Penalty: 4044.204346
	Iteration 57Q: 3 clusters Score -576671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -576674.250000 Penalty: 4044.204346
	Iteration 58Q: 3 clusters Score -576674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -576674.750000 Penalty: 4044.204346
	Iteration 59Q: 3 clusters Score -576674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -576674.875000 Penalty: 4044.204346
	Iteration 60F: 3 clusters Score -576674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -576675.187500 Penalty: 4044.204346
	Iteration 61Q: 3 clusters Score -576675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -576676.125000 Penalty: 4044.204346
	Iteration 62Q: 3 clusters Score -576676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -576677.500000 Penalty: 4044.204346
	Iteration 63Q: 3 clusters Score -576677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -576677.750000 Penalty: 4044.204346
	Iteration 64Q: 3 clusters Score -576677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -576678.937500 Penalty: 4044.204346
	Iteration 65Q: 3 clusters Score -576678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -576681.750000 Penalty: 4044.204346
	Iteration 66Q: 3 clusters Score -576681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -576683.562500 Penalty: 4044.204346
	Iteration 67Q: 3 clusters Score -576683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -576684.812500 Penalty: 4044.204346
	Iteration 68Q: 3 clusters Score -576684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -576685.125000 Penalty: 4044.204346
	Iteration 69Q: 3 clusters Score -576685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -576685.687500 Penalty: 4044.204346
	Iteration 70Q: 3 clusters Score -576685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -576685.687500 Penalty: 4044.204346
	Iteration 71F: 3 clusters Score -576685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -285498.437500 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -285498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283123.812500 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -283123.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -283510.812500 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -283510.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -283625.375000 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -283625.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -283690.156250 Penalty: 3666.753174
	Iteration 3Q: 3 clusters Score -283690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -283722.062500 Penalty: 3666.753174
	Iteration 4Q: 3 clusters Score -283722.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -283744.843750 Penalty: 3666.753174
	Iteration 5Q: 3 clusters Score -283744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -283758.375000 Penalty: 3666.753174
	Iteration 6Q: 3 clusters Score -283758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283768.031250 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -283768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -283772.281250 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -283772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -283778.843750 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -283778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283781.281250 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -283781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283783.343750 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -283783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -283784.125000 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -283784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -283785.562500 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -283785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -283787.687500 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -283787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -283788.312500 Penalty: 3666.753174
	Iteration 15Q: 3 clusters Score -283788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -283788.312500 Penalty: 3666.753174
	Iteration 16F: 3 clusters Score -283788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -416993.750000 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -416993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -413987.968750 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -413988 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -414914.906250 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -414914.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -415490.093750 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -415490.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -415953.968750 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -415954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -416209.000000 Penalty: 3912.800049
	Iteration 4F: 3 clusters Score -416209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -416371.625000 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -416371.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -416476.750000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -416476.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -416535.250000 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -416535.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -416587.468750 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -416587.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -416627.375000 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -416627.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -416665.343750 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -416665.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -416706.906250 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -416706.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -416753.906250 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -416753.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -416801.125000 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -416801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -416824.812500 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -416824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -416851.750000 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -416851.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -416871.781250 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -416871.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -416888.187500 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -416888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -416898.656250 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -416898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -416909.937500 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -416909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -416913.406250 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -416913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -416915.218750 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -416915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -416916.968750 Penalty: 3912.800049
	Iteration 22Q: 3 clusters Score -416917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -416918.687500 Penalty: 3912.800049
	Iteration 23Q: 3 clusters Score -416918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -416918.531250 Penalty: 3912.800049
	Iteration 24Q: 3 clusters Score -416918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -416921.437500 Penalty: 3912.800049
	Iteration 25Q: 3 clusters Score -416921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -416923.781250 Penalty: 3912.800049
	Iteration 26Q: 3 clusters Score -416923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -416923.937500 Penalty: 3912.800049
	Iteration 27Q: 3 clusters Score -416923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -416923.937500 Penalty: 3912.800049
	Iteration 28F: 3 clusters Score -416923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Entering Unmasked Estep 
Score: -1777886.125000 Penalty: 2290.408936
	Iteration 0F: 2 clusters Score -1777886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1770141.500000 Penalty: 4580.817871
	Iteration 0F: 3 clusters Score -1770142 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1772415.000000 Penalty: 4580.817871
	Iteration 1F: 3 clusters Score -1772415 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1772775.375000 Penalty: 4580.817871
	Iteration 2F: 3 clusters Score -1772775 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1773054.250000 Penalty: 4580.817871
	Iteration 3F: 3 clusters Score -1773054 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1773263.375000 Penalty: 4580.817871
	Iteration 4Q: 3 clusters Score -1773263 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1773445.375000 Penalty: 4580.817871
	Iteration 5Q: 3 clusters Score -1773445 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1773640.375000 Penalty: 4580.817871
	Iteration 6Q: 3 clusters Score -1773640 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1773863.375000 Penalty: 4580.817871
	Iteration 7Q: 3 clusters Score -1773863 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1774121.625000 Penalty: 4580.817871
	Iteration 8Q: 3 clusters Score -1774122 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1774363.125000 Penalty: 4580.817871
	Iteration 9Q: 3 clusters Score -1774363 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1774632.500000 Penalty: 4580.817871
	Iteration 10Q: 3 clusters Score -1774632 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1774907.875000 Penalty: 4580.817871
	Iteration 11Q: 3 clusters Score -1774908 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1775144.000000 Penalty: 4580.817871
	Iteration 12Q: 3 clusters Score -1775144 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1775335.250000 Penalty: 4580.817871
	Iteration 13Q: 3 clusters Score -1775335 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1775480.250000 Penalty: 4580.817871
	Iteration 14Q: 3 clusters Score -1775480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1775612.625000 Penalty: 4580.817871
	Iteration 15Q: 3 clusters Score -1775613 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1775735.000000 Penalty: 4580.817871
	Iteration 16Q: 3 clusters Score -1775735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1775845.875000 Penalty: 4580.817871
	Iteration 17Q: 3 clusters Score -1775846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1775955.750000 Penalty: 4580.817871
	Iteration 18Q: 3 clusters Score -1775956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1776039.500000 Penalty: 4580.817871
	Iteration 19Q: 3 clusters Score -1776040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1776090.500000 Penalty: 4580.817871
	Iteration 20F: 3 clusters Score -1776090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1776141.000000 Penalty: 4580.817871
	Iteration 21Q: 3 clusters Score -1776141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1776191.875000 Penalty: 4580.817871
	Iteration 22Q: 3 clusters Score -1776192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1776229.125000 Penalty: 4580.817871
	Iteration 23Q: 3 clusters Score -1776229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1776267.625000 Penalty: 4580.817871
	Iteration 24Q: 3 clusters Score -1776268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1776291.875000 Penalty: 4580.817871
	Iteration 25Q: 3 clusters Score -1776292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1776313.000000 Penalty: 4580.817871
	Iteration 26Q: 3 clusters Score -1776313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1776327.875000 Penalty: 4580.817871
	Iteration 27Q: 3 clusters Score -1776328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1776334.125000 Penalty: 4580.817871
	Iteration 28Q: 3 clusters Score -1776334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1776336.125000 Penalty: 4580.817871
	Iteration 29Q: 3 clusters Score -1776336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1776340.375000 Penalty: 4580.817871
	Iteration 30Q: 3 clusters Score -1776340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1776343.625000 Penalty: 4580.817871
	Iteration 31Q: 3 clusters Score -1776344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1776348.125000 Penalty: 4580.817871
	Iteration 32Q: 3 clusters Score -1776348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1776349.125000 Penalty: 4580.817871
	Iteration 33Q: 3 clusters Score -1776349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1776351.750000 Penalty: 4580.817871
	Iteration 34Q: 3 clusters Score -1776352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1776353.250000 Penalty: 4580.817871
	Iteration 35Q: 3 clusters Score -1776353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1776352.500000 Penalty: 4580.817871
	Iteration 36Q: 3 clusters Score -1776352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1776359.125000 Penalty: 4580.817871
	Iteration 37Q: 3 clusters Score -1776359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1776359.750000 Penalty: 4580.817871
	Iteration 38Q: 3 clusters Score -1776360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1776359.250000 Penalty: 4580.817871
	Iteration 39Q: 3 clusters Score -1776359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1776362.125000 Penalty: 4580.817871
	Iteration 40F: 3 clusters Score -1776362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1776362.000000 Penalty: 4580.817871
	Iteration 41Q: 3 clusters Score -1776362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1776361.625000 Penalty: 4580.817871
	Iteration 42Q: 3 clusters Score -1776362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1776361.500000 Penalty: 4580.817871
	Iteration 43Q: 3 clusters Score -1776362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1776362.625000 Penalty: 4580.817871
	Iteration 44Q: 3 clusters Score -1776363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1776362.625000 Penalty: 4580.817871
	Iteration 45Q: 3 clusters Score -1776363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1776364.500000 Penalty: 4580.817871
	Iteration 46Q: 3 clusters Score -1776364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1776364.875000 Penalty: 4580.817871
	Iteration 47Q: 3 clusters Score -1776365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1776367.875000 Penalty: 4580.817871
	Iteration 48Q: 3 clusters Score -1776368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1776370.000000 Penalty: 4580.817871
	Iteration 49Q: 3 clusters Score -1776370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1776367.750000 Penalty: 4580.817871
	Iteration 50Q: 3 clusters Score -1776368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1776370.875000 Penalty: 4580.817871
	Iteration 51Q: 3 clusters Score -1776371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1776374.500000 Penalty: 4580.817871
	Iteration 52Q: 3 clusters Score -1776374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1776374.500000 Penalty: 4580.817871
	Iteration 53F: 3 clusters Score -1776374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -868265.062500 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -868265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -863609.750000 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -863609.8 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -864885.437500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -864885.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -865295.562500 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -865295.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -865696.812500 Penalty: 4248.254883
	Iteration 3F: 3 clusters Score -865696.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -866059.125000 Penalty: 4248.254883
	Iteration 4F: 3 clusters Score -866059.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -866371.187500 Penalty: 4248.254883
	Iteration 5F: 3 clusters Score -866371.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -866628.437500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -866628.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -866896.375000 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -866896.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -867167.062500 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -867167.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -867482.000000 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -867482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -867672.000000 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -867672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -867763.250000 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -867763.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -867819.187500 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -867819.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -867845.687500 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -867845.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -867867.500000 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -867867.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -867884.125000 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -867884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -867897.312500 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -867897.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -867905.812500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -867905.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -867915.687500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -867915.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -867922.937500 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -867922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -867928.500000 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -867928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -867931.187500 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -867931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -867933.875000 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -867933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -867933.687500 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -867933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -867937.187500 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -867937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -867939.750000 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -867939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -867943.062500 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -867943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -867946.687500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -867946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -867945.062500 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -867945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -867946.687500 Penalty: 4248.254883
	Iteration 29Q: 3 clusters Score -867946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -867946.687500 Penalty: 4248.254883
	Iteration 30F: 3 clusters Score -867946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Entering Unmasked Estep 
Score: -3003773.000000 Penalty: 2424.193115
	Iteration 0F: 2 clusters Score -3003773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2991242.250000 Penalty: 4848.386230
	Iteration 0F: 3 clusters Score -2991242 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2996069.250000 Penalty: 4848.386230
	Iteration 1F: 3 clusters Score -2996069 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2997399.750000 Penalty: 4848.386230
	Iteration 2F: 3 clusters Score -2997400 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2998930.500000 Penalty: 4848.386230
	Iteration 3F: 3 clusters Score -2998930 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3000350.750000 Penalty: 4848.386230
	Iteration 4F: 3 clusters Score -3000351 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3001149.000000 Penalty: 4848.386230
	Iteration 5F: 3 clusters Score -3001149 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3001522.750000 Penalty: 4848.386230
	Iteration 6Q: 3 clusters Score -3001523 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3001693.500000 Penalty: 4848.386230
	Iteration 7Q: 3 clusters Score -3001694 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3001777.000000 Penalty: 4848.386230
	Iteration 8Q: 3 clusters Score -3001777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3001844.000000 Penalty: 4848.386230
	Iteration 9Q: 3 clusters Score -3001844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3001881.750000 Penalty: 4848.386230
	Iteration 10Q: 3 clusters Score -3001882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3001929.250000 Penalty: 4848.386230
	Iteration 11Q: 3 clusters Score -3001929 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3001954.000000 Penalty: 4848.386230
	Iteration 12Q: 3 clusters Score -3001954 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3001980.750000 Penalty: 4848.386230
	Iteration 13Q: 3 clusters Score -3001981 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3002013.250000 Penalty: 4848.386230
	Iteration 14Q: 3 clusters Score -3002013 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3002044.750000 Penalty: 4848.386230
	Iteration 15Q: 3 clusters Score -3002045 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3002073.750000 Penalty: 4848.386230
	Iteration 16Q: 3 clusters Score -3002074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3002092.750000 Penalty: 4848.386230
	Iteration 17Q: 3 clusters Score -3002093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3002125.750000 Penalty: 4848.386230
	Iteration 18Q: 3 clusters Score -3002126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3002171.750000 Penalty: 4848.386230
	Iteration 19Q: 3 clusters Score -3002172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3002232.000000 Penalty: 4848.386230
	Iteration 20F: 3 clusters Score -3002232 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3002283.750000 Penalty: 4848.386230
	Iteration 21Q: 3 clusters Score -3002284 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3002345.000000 Penalty: 4848.386230
	Iteration 22Q: 3 clusters Score -3002345 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3002409.750000 Penalty: 4848.386230
	Iteration 23Q: 3 clusters Score -3002410 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3002493.250000 Penalty: 4848.386230
	Iteration 24Q: 3 clusters Score -3002493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3002556.750000 Penalty: 4848.386230
	Iteration 25Q: 3 clusters Score -3002557 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3002642.250000 Penalty: 4848.386230
	Iteration 26Q: 3 clusters Score -3002642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3002710.250000 Penalty: 4848.386230
	Iteration 27Q: 3 clusters Score -3002710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3002750.250000 Penalty: 4848.386230
	Iteration 28Q: 3 clusters Score -3002750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3002809.500000 Penalty: 4848.386230
	Iteration 29Q: 3 clusters Score -3002810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3002849.000000 Penalty: 4848.386230
	Iteration 30Q: 3 clusters Score -3002849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3002888.500000 Penalty: 4848.386230
	Iteration 31Q: 3 clusters Score -3002888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3002914.000000 Penalty: 4848.386230
	Iteration 32Q: 3 clusters Score -3002914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3002930.500000 Penalty: 4848.386230
	Iteration 33Q: 3 clusters Score -3002930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3002951.000000 Penalty: 4848.386230
	Iteration 34Q: 3 clusters Score -3002951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3002975.500000 Penalty: 4848.386230
	Iteration 35Q: 3 clusters Score -3002976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3002982.000000 Penalty: 4848.386230
	Iteration 36Q: 3 clusters Score -3002982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3003003.000000 Penalty: 4848.386230
	Iteration 37Q: 3 clusters Score -3003003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3003007.500000 Penalty: 4848.386230
	Iteration 38Q: 3 clusters Score -3003008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3003017.000000 Penalty: 4848.386230
	Iteration 39Q: 3 clusters Score -3003017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3003021.250000 Penalty: 4848.386230
	Iteration 40F: 3 clusters Score -3003021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3003029.500000 Penalty: 4848.386230
	Iteration 41Q: 3 clusters Score -3003030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3003034.500000 Penalty: 4848.386230
	Iteration 42Q: 3 clusters Score -3003034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3003046.500000 Penalty: 4848.386230
	Iteration 43Q: 3 clusters Score -3003046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3003050.250000 Penalty: 4848.386230
	Iteration 44Q: 3 clusters Score -3003050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3003048.000000 Penalty: 4848.386230
	Iteration 45Q: 3 clusters Score -3003048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3003053.250000 Penalty: 4848.386230
	Iteration 46Q: 3 clusters Score -3003053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3003057.000000 Penalty: 4848.386230
	Iteration 47Q: 3 clusters Score -3003057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3003047.250000 Penalty: 4848.386230
	Iteration 48Q: 3 clusters Score -3003047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3003049.750000 Penalty: 4848.386230
	Iteration 49Q: 3 clusters Score -3003050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3003045.750000 Penalty: 4848.386230
	Iteration 50Q: 3 clusters Score -3003046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3003050.000000 Penalty: 4848.386230
	Iteration 51Q: 3 clusters Score -3003050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3003047.000000 Penalty: 4848.386230
	Iteration 52Q: 3 clusters Score -3003047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3003048.750000 Penalty: 4848.386230
	Iteration 53Q: 3 clusters Score -3003049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3003046.250000 Penalty: 4848.386230
	Iteration 54Q: 3 clusters Score -3003046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3003050.500000 Penalty: 4848.386230
	Iteration 55Q: 3 clusters Score -3003050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3003052.500000 Penalty: 4848.386230
	Iteration 56Q: 3 clusters Score -3003052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3003048.500000 Penalty: 4848.386230
	Iteration 57Q: 3 clusters Score -3003048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3003047.000000 Penalty: 4848.386230
	Iteration 58Q: 3 clusters Score -3003047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3003048.250000 Penalty: 4848.386230
	Iteration 59Q: 3 clusters Score -3003048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3003048.750000 Penalty: 4848.386230
	Iteration 60F: 3 clusters Score -3003049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3003049.500000 Penalty: 4848.386230
	Iteration 61Q: 3 clusters Score -3003050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3003049.500000 Penalty: 4848.386230
	Iteration 62F: 3 clusters Score -3003050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -62296.378906 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -62296.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60999.417969 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60999.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61108.109375 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -61108.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61137.281250 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -61137.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61164.218750 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -61164.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61187.742188 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -61187.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61235.242188 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -61235.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61261.707031 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -61261.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61296.011719 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -61296.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61313.667969 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -61313.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61344.617188 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -61344.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61367.742188 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -61367.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61376.968750 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -61376.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61394.644531 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -61394.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61407.929688 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -61407.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61415.921875 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -61415.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61417.054688 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -61417.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61425.156250 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -61425.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61436.101562 Penalty: 2966.781494
	Iteration 17Q: 3 clusters Score -61436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61447.636719 Penalty: 2966.781494
	Iteration 18Q: 3 clusters Score -61447.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61449.648438 Penalty: 2966.781494
	Iteration 19Q: 3 clusters Score -61449.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61463.164062 Penalty: 2966.781494
	Iteration 20F: 3 clusters Score -61463.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61474.363281 Penalty: 2966.781494
	Iteration 21Q: 3 clusters Score -61474.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61478.246094 Penalty: 2966.781494
	Iteration 22Q: 3 clusters Score -61478.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61478.246094 Penalty: 2966.781494
	Iteration 23F: 3 clusters Score -61478.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -77306.906250 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -77306.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75811.585938 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -75811.59 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76082.226562 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -76082.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76181.718750 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -76181.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76320.500000 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -76320.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76519.671875 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -76519.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76632.218750 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -76632.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76699.609375 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -76699.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76754.851562 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -76754.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76780.492188 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -76780.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76806.117188 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -76806.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76810.203125 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -76810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76826.406250 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -76826.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76835.703125 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -76835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76838.781250 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -76838.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76841.890625 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -76841.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76844.632812 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -76844.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76846.578125 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -76846.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76849.937500 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -76849.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76849.937500 Penalty: 3073.436279
	Iteration 18F: 3 clusters Score -76849.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -62403.296875 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -62403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60971.605469 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -60971.61 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61179.636719 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -61179.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61323.371094 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -61323.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61408.347656 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -61408.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61468.125000 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -61468.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61552.968750 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -61552.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61578.195312 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -61578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61626.863281 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -61626.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61646.851562 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -61646.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61686.355469 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -61686.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61693.554688 Penalty: 3037.843018
	Iteration 10Q: 3 clusters Score -61693.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61724.933594 Penalty: 3037.843018
	Iteration 11Q: 3 clusters Score -61724.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61765.074219 Penalty: 3037.843018
	Iteration 12Q: 3 clusters Score -61765.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61774.671875 Penalty: 3037.843018
	Iteration 13Q: 3 clusters Score -61774.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61812.824219 Penalty: 3037.843018
	Iteration 14Q: 3 clusters Score -61812.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61829.476562 Penalty: 3037.843018
	Iteration 15Q: 3 clusters Score -61829.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61842.988281 Penalty: 3037.843018
	Iteration 16Q: 3 clusters Score -61842.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61851.878906 Penalty: 3037.843018
	Iteration 17Q: 3 clusters Score -61851.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61867.183594 Penalty: 3037.843018
	Iteration 18Q: 3 clusters Score -61867.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61931.054688 Penalty: 3037.843018
	Iteration 19Q: 3 clusters Score -61931.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61952.808594 Penalty: 3037.843018
	Iteration 20F: 3 clusters Score -61952.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61987.554688 Penalty: 3037.843018
	Iteration 21Q: 3 clusters Score -61987.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62001.808594 Penalty: 3037.843018
	Iteration 22Q: 3 clusters Score -62001.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62004.894531 Penalty: 3037.843018
	Iteration 23Q: 3 clusters Score -62004.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62008.097656 Penalty: 3037.843018
	Iteration 24Q: 3 clusters Score -62008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62008.097656 Penalty: 3037.843018
	Iteration 25F: 3 clusters Score -62008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -351554.750000 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -351554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -348870.062500 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -348870.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -349346.218750 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -349346.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -349469.125000 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -349469.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -349511.687500 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -349511.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -349538.218750 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -349538.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -349560.187500 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -349560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -349581.156250 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -349581.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -349597.875000 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -349597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -349610.281250 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -349610.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -349618.468750 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -349618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -349623.781250 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -349623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -349629.500000 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -349629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -349632.656250 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -349632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -349636.062500 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -349636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -349640.437500 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -349640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -349641.687500 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -349641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -349644.250000 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -349644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -349647.468750 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -349647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -349650.843750 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -349650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349654.843750 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -349654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -349657.187500 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -349657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -349659.937500 Penalty: 3766.063721
	Iteration 21Q: 3 clusters Score -349659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349660.625000 Penalty: 3766.063721
	Iteration 22Q: 3 clusters Score -349660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349661.343750 Penalty: 3766.063721
	Iteration 23Q: 3 clusters Score -349661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349661.343750 Penalty: 3766.063721
	Iteration 24F: 3 clusters Score -349661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 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 367 members 
Entering Unmasked Estep 
Score: -117773.562500 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117773.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118117.328125 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118117.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118305.828125 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118305.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118414.406250 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -118414.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118521.234375 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -118521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118608.039062 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -118608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118693.210938 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -118693.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118809.343750 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -118809.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -119040.382812 Penalty: 3288.164062
	Iteration 8F: 3 clusters Score -119040.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -119254.765625 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -119254.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119382.664062 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -119382.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119492.539062 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -119492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119539.843750 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119544.148438 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -119544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119544.148438 Penalty: 3288.164062
	Iteration 14F: 3 clusters Score -119544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76393 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37461 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10098 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17588 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 349 members 
Mstep: Class 47 contains 36298 members 
Mstep: Class 48 contains 36254 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13578 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 33661 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1931 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4802 members 
Mstep: Class 68 contains 2908 members 
Mstep: Class 69 contains 408 members 
Entering Unmasked Estep 
Score: -117277864.000000 Penalty: 229961.078125
Splitting cluster 46 changes total score from -117279608.000000 to -117277864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (36298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Entering Unmasked Estep 
Score: -6382655.500000 Penalty: 2603.880615
	Iteration 0F: 2 clusters Score -6382656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -6358489.000000 Penalty: 5207.761230
	Iteration 0F: 3 clusters Score -6358489 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -6367484.500000 Penalty: 5207.761230
	Iteration 1F: 3 clusters Score -6367484 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -6368084.500000 Penalty: 5207.761230
	Iteration 2Q: 3 clusters Score -6368084 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6368591.500000 Penalty: 5207.761230
	Iteration 3Q: 3 clusters Score -6368592 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -6369125.500000 Penalty: 5207.761230
	Iteration 4Q: 3 clusters Score -6369126 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -6369778.000000 Penalty: 5207.761230
	Iteration 5Q: 3 clusters Score -6369778 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -6370639.500000 Penalty: 5207.761230
	Iteration 6Q: 3 clusters Score -6370640 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -6371842.500000 Penalty: 5207.761230
	Iteration 7F: 3 clusters Score -6371842 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -6373371.000000 Penalty: 5207.761230
	Iteration 8F: 3 clusters Score -6373371 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6375256.000000 Penalty: 5207.761230
	Iteration 9F: 3 clusters Score -6375256 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6377035.000000 Penalty: 5207.761230
	Iteration 10F: 3 clusters Score -6377035 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6378471.500000 Penalty: 5207.761230
	Iteration 11Q: 3 clusters Score -6378472 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6379316.000000 Penalty: 5207.761230
	Iteration 12Q: 3 clusters Score -6379316 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6379791.500000 Penalty: 5207.761230
	Iteration 13Q: 3 clusters Score -6379792 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6380027.500000 Penalty: 5207.761230
	Iteration 14Q: 3 clusters Score -6380028 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6380189.000000 Penalty: 5207.761230
	Iteration 15Q: 3 clusters Score -6380189 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -6380288.500000 Penalty: 5207.761230
	Iteration 16Q: 3 clusters Score -6380288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6380352.000000 Penalty: 5207.761230
	Iteration 17Q: 3 clusters Score -6380352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -6380387.500000 Penalty: 5207.761230
	Iteration 18Q: 3 clusters Score -6380388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -6380421.000000 Penalty: 5207.761230
	Iteration 19Q: 3 clusters Score -6380421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -6380442.000000 Penalty: 5207.761230
	Iteration 20F: 3 clusters Score -6380442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6380462.000000 Penalty: 5207.761230
	Iteration 21Q: 3 clusters Score -6380462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -6380457.500000 Penalty: 5207.761230
	Iteration 22Q: 3 clusters Score -6380458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -6380458.000000 Penalty: 5207.761230
	Iteration 23Q: 3 clusters Score -6380458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -6380459.500000 Penalty: 5207.761230
	Iteration 24Q: 3 clusters Score -6380460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6380466.000000 Penalty: 5207.761230
	Iteration 25Q: 3 clusters Score -6380466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6380466.000000 Penalty: 5207.761230
	Iteration 26F: 3 clusters Score -6380466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (36254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Entering Unmasked Estep 
Score: -6560066.000000 Penalty: 2603.579834
	Iteration 0F: 2 clusters Score -6560066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6536766.500000 Penalty: 5207.159668
	Iteration 0F: 3 clusters Score -6536766 nChanged 16496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -6545791.000000 Penalty: 5207.159668
	Iteration 1F: 3 clusters Score -6545791 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -6546325.500000 Penalty: 5207.159668
	Iteration 2Q: 3 clusters Score -6546326 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6546841.500000 Penalty: 5207.159668
	Iteration 3Q: 3 clusters Score -6546842 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6547327.000000 Penalty: 5207.159668
	Iteration 4Q: 3 clusters Score -6547327 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -6548002.000000 Penalty: 5207.159668
	Iteration 5Q: 3 clusters Score -6548002 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6549088.000000 Penalty: 5207.159668
	Iteration 6F: 3 clusters Score -6549088 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -6550705.000000 Penalty: 5207.159668
	Iteration 7F: 3 clusters Score -6550705 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6552789.000000 Penalty: 5207.159668
	Iteration 8F: 3 clusters Score -6552789 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6554880.500000 Penalty: 5207.159668
	Iteration 9F: 3 clusters Score -6554880 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6556347.500000 Penalty: 5207.159668
	Iteration 10F: 3 clusters Score -6556348 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6557109.000000 Penalty: 5207.159668
	Iteration 11Q: 3 clusters Score -6557109 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -6557421.500000 Penalty: 5207.159668
	Iteration 12Q: 3 clusters Score -6557422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6557607.000000 Penalty: 5207.159668
	Iteration 13Q: 3 clusters Score -6557607 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -6557691.500000 Penalty: 5207.159668
	Iteration 14Q: 3 clusters Score -6557692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -6557727.500000 Penalty: 5207.159668
	Iteration 15Q: 3 clusters Score -6557728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6557748.000000 Penalty: 5207.159668
	Iteration 16Q: 3 clusters Score -6557748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6557773.500000 Penalty: 5207.159668
	Iteration 17Q: 3 clusters Score -6557774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -6557792.000000 Penalty: 5207.159668
	Iteration 18Q: 3 clusters Score -6557792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -6557818.000000 Penalty: 5207.159668
	Iteration 19Q: 3 clusters Score -6557818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -6557833.000000 Penalty: 5207.159668
	Iteration 20F: 3 clusters Score -6557833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -6557835.000000 Penalty: 5207.159668
	Iteration 21Q: 3 clusters Score -6557835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -6557840.500000 Penalty: 5207.159668
	Iteration 22Q: 3 clusters Score -6557840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -6557839.000000 Penalty: 5207.159668
	Iteration 23Q: 3 clusters Score -6557839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -6557839.000000 Penalty: 5207.159668
	Iteration 24Q: 3 clusters Score -6557839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -6557839.000000 Penalty: 5207.159668
	Iteration 25F: 3 clusters Score -6557839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Entering Unmasked Estep 
Score: -7001469.000000 Penalty: 2629.010986
	Iteration 0F: 2 clusters Score -7001469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -6975016.000000 Penalty: 5258.021973
	Iteration 0F: 3 clusters Score -6975016 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -6985401.000000 Penalty: 5258.021973
	Iteration 1F: 3 clusters Score -6985401 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -6986049.000000 Penalty: 5258.021973
	Iteration 2Q: 3 clusters Score -6986049 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6986708.500000 Penalty: 5258.021973
	Iteration 3Q: 3 clusters Score -6986708 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -6987568.000000 Penalty: 5258.021973
	Iteration 4Q: 3 clusters Score -6987568 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6988861.500000 Penalty: 5258.021973
	Iteration 5F: 3 clusters Score -6988862 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6990701.000000 Penalty: 5258.021973
	Iteration 6F: 3 clusters Score -6990701 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6992999.000000 Penalty: 5258.021973
	Iteration 7F: 3 clusters Score -6992999 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -6995234.500000 Penalty: 5258.021973
	Iteration 8F: 3 clusters Score -6995234 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -6996999.000000 Penalty: 5258.021973
	Iteration 9F: 3 clusters Score -6996999 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -6998141.500000 Penalty: 5258.021973
	Iteration 10Q: 3 clusters Score -6998142 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -6998850.500000 Penalty: 5258.021973
	Iteration 11Q: 3 clusters Score -6998850 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -6999327.500000 Penalty: 5258.021973
	Iteration 12Q: 3 clusters Score -6999328 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -6999647.500000 Penalty: 5258.021973
	Iteration 13Q: 3 clusters Score -6999648 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -6999808.000000 Penalty: 5258.021973
	Iteration 14Q: 3 clusters Score -6999808 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -6999884.500000 Penalty: 5258.021973
	Iteration 15Q: 3 clusters Score -6999884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -6999913.000000 Penalty: 5258.021973
	Iteration 16Q: 3 clusters Score -6999913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -6999934.000000 Penalty: 5258.021973
	Iteration 17Q: 3 clusters Score -6999934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -6999949.500000 Penalty: 5258.021973
	Iteration 18Q: 3 clusters Score -6999950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -6999959.500000 Penalty: 5258.021973
	Iteration 19Q: 3 clusters Score -6999960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -6999971.500000 Penalty: 5258.021973
	Iteration 20F: 3 clusters Score -6999972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -6999970.500000 Penalty: 5258.021973
	Iteration 21Q: 3 clusters Score -6999970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -6999983.000000 Penalty: 5258.021973
	Iteration 22Q: 3 clusters Score -6999983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -6999998.500000 Penalty: 5258.021973
	Iteration 23Q: 3 clusters Score -6999998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -6999995.500000 Penalty: 5258.021973
	Iteration 24Q: 3 clusters Score -6999996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6999990.500000 Penalty: 5258.021973
	Iteration 25Q: 3 clusters Score -6999990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6999994.500000 Penalty: 5258.021973
	Iteration 26Q: 3 clusters Score -6999994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -6999996.000000 Penalty: 5258.021973
	Iteration 27Q: 3 clusters Score -6999996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -7000010.500000 Penalty: 5258.021973
	Iteration 28Q: 3 clusters Score -7000010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7000004.500000 Penalty: 5258.021973
	Iteration 29Q: 3 clusters Score -7000004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7000012.500000 Penalty: 5258.021973
	Iteration 30Q: 3 clusters Score -7000012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7000010.500000 Penalty: 5258.021973
	Iteration 31Q: 3 clusters Score -7000010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7000017.500000 Penalty: 5258.021973
	Iteration 32Q: 3 clusters Score -7000018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6999996.500000 Penalty: 5258.021973
	Iteration 33Q: 3 clusters Score -6999996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7000006.000000 Penalty: 5258.021973
	Iteration 34Q: 3 clusters Score -7000006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7000011.000000 Penalty: 5258.021973
	Iteration 35Q: 3 clusters Score -7000011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -7000013.500000 Penalty: 5258.021973
	Iteration 36Q: 3 clusters Score -7000014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7000014.000000 Penalty: 5258.021973
	Iteration 37Q: 3 clusters Score -7000014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -7000016.000000 Penalty: 5258.021973
	Iteration 38Q: 3 clusters Score -7000016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7000011.500000 Penalty: 5258.021973
	Iteration 39Q: 3 clusters Score -7000012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -7000017.500000 Penalty: 5258.021973
	Iteration 40F: 3 clusters Score -7000018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7000013.500000 Penalty: 5258.021973
	Iteration 41Q: 3 clusters Score -7000014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7000009.000000 Penalty: 5258.021973
	Iteration 42Q: 3 clusters Score -7000009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -7000025.500000 Penalty: 5258.021973
	Iteration 43Q: 3 clusters Score -7000026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7000016.500000 Penalty: 5258.021973
	Iteration 44Q: 3 clusters Score -7000016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -7000012.500000 Penalty: 5258.021973
	Iteration 45Q: 3 clusters Score -7000012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -7000012.500000 Penalty: 5258.021973
	Iteration 46F: 3 clusters Score -7000012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -1357956.875000 Penalty: 2217.405762
	Iteration 0F: 2 clusters Score -1357957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1351747.125000 Penalty: 4434.811523
	Iteration 0F: 3 clusters Score -1351747 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1353439.125000 Penalty: 4434.811523
	Iteration 1F: 3 clusters Score -1353439 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1353771.375000 Penalty: 4434.811523
	Iteration 2F: 3 clusters Score -1353771 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1353999.500000 Penalty: 4434.811523
	Iteration 3F: 3 clusters Score -1354000 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1354172.625000 Penalty: 4434.811523
	Iteration 4Q: 3 clusters Score -1354173 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1354295.000000 Penalty: 4434.811523
	Iteration 5Q: 3 clusters Score -1354295 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1354379.125000 Penalty: 4434.811523
	Iteration 6Q: 3 clusters Score -1354379 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1354448.500000 Penalty: 4434.811523
	Iteration 7Q: 3 clusters Score -1354448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1354507.500000 Penalty: 4434.811523
	Iteration 8Q: 3 clusters Score -1354508 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1354563.125000 Penalty: 4434.811523
	Iteration 9Q: 3 clusters Score -1354563 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1354608.750000 Penalty: 4434.811523
	Iteration 10Q: 3 clusters Score -1354609 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1354657.750000 Penalty: 4434.811523
	Iteration 11Q: 3 clusters Score -1354658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1354706.875000 Penalty: 4434.811523
	Iteration 12Q: 3 clusters Score -1354707 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1354756.750000 Penalty: 4434.811523
	Iteration 13Q: 3 clusters Score -1354757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1354787.125000 Penalty: 4434.811523
	Iteration 14Q: 3 clusters Score -1354787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1354828.625000 Penalty: 4434.811523
	Iteration 15Q: 3 clusters Score -1354829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1354867.250000 Penalty: 4434.811523
	Iteration 16Q: 3 clusters Score -1354867 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1354902.750000 Penalty: 4434.811523
	Iteration 17Q: 3 clusters Score -1354903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1354944.000000 Penalty: 4434.811523
	Iteration 18Q: 3 clusters Score -1354944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1354978.125000 Penalty: 4434.811523
	Iteration 19Q: 3 clusters Score -1354978 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1355024.000000 Penalty: 4434.811523
	Iteration 20F: 3 clusters Score -1355024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1355077.000000 Penalty: 4434.811523
	Iteration 21Q: 3 clusters Score -1355077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1355134.625000 Penalty: 4434.811523
	Iteration 22Q: 3 clusters Score -1355135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1355189.500000 Penalty: 4434.811523
	Iteration 23Q: 3 clusters Score -1355190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1355245.375000 Penalty: 4434.811523
	Iteration 24Q: 3 clusters Score -1355245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1355306.750000 Penalty: 4434.811523
	Iteration 25Q: 3 clusters Score -1355307 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1355370.250000 Penalty: 4434.811523
	Iteration 26Q: 3 clusters Score -1355370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1355443.750000 Penalty: 4434.811523
	Iteration 27Q: 3 clusters Score -1355444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1355506.250000 Penalty: 4434.811523
	Iteration 28Q: 3 clusters Score -1355506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1355565.625000 Penalty: 4434.811523
	Iteration 29Q: 3 clusters Score -1355566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1355635.250000 Penalty: 4434.811523
	Iteration 30Q: 3 clusters Score -1355635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1355696.750000 Penalty: 4434.811523
	Iteration 31Q: 3 clusters Score -1355697 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1355749.875000 Penalty: 4434.811523
	Iteration 32Q: 3 clusters Score -1355750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1355786.250000 Penalty: 4434.811523
	Iteration 33Q: 3 clusters Score -1355786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1355828.750000 Penalty: 4434.811523
	Iteration 34Q: 3 clusters Score -1355829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1355863.375000 Penalty: 4434.811523
	Iteration 35Q: 3 clusters Score -1355863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1355893.875000 Penalty: 4434.811523
	Iteration 36Q: 3 clusters Score -1355894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1355916.625000 Penalty: 4434.811523
	Iteration 37Q: 3 clusters Score -1355917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1355942.125000 Penalty: 4434.811523
	Iteration 38Q: 3 clusters Score -1355942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1355956.875000 Penalty: 4434.811523
	Iteration 39Q: 3 clusters Score -1355957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1355967.000000 Penalty: 4434.811523
	Iteration 40F: 3 clusters Score -1355967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1355981.875000 Penalty: 4434.811523
	Iteration 41Q: 3 clusters Score -1355982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1355991.500000 Penalty: 4434.811523
	Iteration 42Q: 3 clusters Score -1355992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1355997.250000 Penalty: 4434.811523
	Iteration 43Q: 3 clusters Score -1355997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1356003.125000 Penalty: 4434.811523
	Iteration 44Q: 3 clusters Score -1356003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1356013.125000 Penalty: 4434.811523
	Iteration 45Q: 3 clusters Score -1356013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1356020.875000 Penalty: 4434.811523
	Iteration 46Q: 3 clusters Score -1356021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1356028.250000 Penalty: 4434.811523
	Iteration 47Q: 3 clusters Score -1356028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1356035.625000 Penalty: 4434.811523
	Iteration 48Q: 3 clusters Score -1356036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1356039.875000 Penalty: 4434.811523
	Iteration 49Q: 3 clusters Score -1356040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1356048.000000 Penalty: 4434.811523
	Iteration 50Q: 3 clusters Score -1356048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1356054.250000 Penalty: 4434.811523
	Iteration 51Q: 3 clusters Score -1356054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1356060.500000 Penalty: 4434.811523
	Iteration 52Q: 3 clusters Score -1356060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1356070.500000 Penalty: 4434.811523
	Iteration 53Q: 3 clusters Score -1356070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1356082.625000 Penalty: 4434.811523
	Iteration 54Q: 3 clusters Score -1356083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1356091.500000 Penalty: 4434.811523
	Iteration 55Q: 3 clusters Score -1356092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1356098.625000 Penalty: 4434.811523
	Iteration 56Q: 3 clusters Score -1356099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1356103.375000 Penalty: 4434.811523
	Iteration 57Q: 3 clusters Score -1356103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1356112.500000 Penalty: 4434.811523
	Iteration 58Q: 3 clusters Score -1356112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1356119.250000 Penalty: 4434.811523
	Iteration 59Q: 3 clusters Score -1356119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1356123.625000 Penalty: 4434.811523
	Iteration 60F: 3 clusters Score -1356124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1356122.375000 Penalty: 4434.811523
	Iteration 61Q: 3 clusters Score -1356122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1356120.875000 Penalty: 4434.811523
	Iteration 62Q: 3 clusters Score -1356121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1356120.875000 Penalty: 4434.811523
	Iteration 63F: 3 clusters Score -1356121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Entering Unmasked Estep 
Score: -730401.937500 Penalty: 2076.984619
	Iteration 0F: 2 clusters Score -730401.9 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 2190 members 
Entering Unmasked Estep 
Score: -726359.437500 Penalty: 4153.969238
	Iteration 0F: 3 clusters Score -726359.4 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -727420.000000 Penalty: 4153.969238
	Iteration 1F: 3 clusters Score -727420 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -727750.250000 Penalty: 4153.969238
	Iteration 2F: 3 clusters Score -727750.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -727989.187500 Penalty: 4153.969238
	Iteration 3F: 3 clusters Score -727989.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -728159.562500 Penalty: 4153.969238
	Iteration 4F: 3 clusters Score -728159.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -728331.437500 Penalty: 4153.969238
	Iteration 5Q: 3 clusters Score -728331.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -728525.375000 Penalty: 4153.969238
	Iteration 6Q: 3 clusters Score -728525.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -728798.687500 Penalty: 4153.969238
	Iteration 7Q: 3 clusters Score -728798.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -729067.187500 Penalty: 4153.969238
	Iteration 8F: 3 clusters Score -729067.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -729309.312500 Penalty: 4153.969238
	Iteration 9Q: 3 clusters Score -729309.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -729511.687500 Penalty: 4153.969238
	Iteration 10Q: 3 clusters Score -729511.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -729688.062500 Penalty: 4153.969238
	Iteration 11Q: 3 clusters Score -729688.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -729820.500000 Penalty: 4153.969238
	Iteration 12Q: 3 clusters Score -729820.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -729892.750000 Penalty: 4153.969238
	Iteration 13Q: 3 clusters Score -729892.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -729935.750000 Penalty: 4153.969238
	Iteration 14Q: 3 clusters Score -729935.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -729960.437500 Penalty: 4153.969238
	Iteration 15Q: 3 clusters Score -729960.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -729974.625000 Penalty: 4153.969238
	Iteration 16Q: 3 clusters Score -729974.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -729986.750000 Penalty: 4153.969238
	Iteration 17Q: 3 clusters Score -729986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -729995.812500 Penalty: 4153.969238
	Iteration 18Q: 3 clusters Score -729995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -730000.875000 Penalty: 4153.969238
	Iteration 19Q: 3 clusters Score -730000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -730004.562500 Penalty: 4153.969238
	Iteration 20F: 3 clusters Score -730004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -730007.812500 Penalty: 4153.969238
	Iteration 21Q: 3 clusters Score -730007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -730008.625000 Penalty: 4153.969238
	Iteration 22Q: 3 clusters Score -730008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -730008.625000 Penalty: 4153.969238
	Iteration 23Q: 3 clusters Score -730008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -730010.062500 Penalty: 4153.969238
	Iteration 24Q: 3 clusters Score -730010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -730010.062500 Penalty: 4153.969238
	Iteration 25F: 3 clusters Score -730010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Entering Unmasked Estep 
Score: -2405303.750000 Penalty: 2360.019043
	Iteration 0F: 2 clusters Score -2405304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2395483.000000 Penalty: 4720.038086
	Iteration 0F: 3 clusters Score -2395483 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2398543.000000 Penalty: 4720.038086
	Iteration 1F: 3 clusters Score -2398543 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2399045.750000 Penalty: 4720.038086
	Iteration 2F: 3 clusters Score -2399046 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2399614.750000 Penalty: 4720.038086
	Iteration 3F: 3 clusters Score -2399615 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2400259.750000 Penalty: 4720.038086
	Iteration 4F: 3 clusters Score -2400260 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2401026.250000 Penalty: 4720.038086
	Iteration 5F: 3 clusters Score -2401026 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2401660.000000 Penalty: 4720.038086
	Iteration 6F: 3 clusters Score -2401660 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2402082.000000 Penalty: 4720.038086
	Iteration 7F: 3 clusters Score -2402082 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2402347.750000 Penalty: 4720.038086
	Iteration 8Q: 3 clusters Score -2402348 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2402540.750000 Penalty: 4720.038086
	Iteration 9Q: 3 clusters Score -2402541 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2402632.000000 Penalty: 4720.038086
	Iteration 10Q: 3 clusters Score -2402632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2402718.000000 Penalty: 4720.038086
	Iteration 11Q: 3 clusters Score -2402718 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2402780.750000 Penalty: 4720.038086
	Iteration 12Q: 3 clusters Score -2402781 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2402820.750000 Penalty: 4720.038086
	Iteration 13Q: 3 clusters Score -2402821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2402847.500000 Penalty: 4720.038086
	Iteration 14Q: 3 clusters Score -2402848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2402881.250000 Penalty: 4720.038086
	Iteration 15Q: 3 clusters Score -2402881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2402916.000000 Penalty: 4720.038086
	Iteration 16Q: 3 clusters Score -2402916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2402950.000000 Penalty: 4720.038086
	Iteration 17Q: 3 clusters Score -2402950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2402980.000000 Penalty: 4720.038086
	Iteration 18Q: 3 clusters Score -2402980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2403011.750000 Penalty: 4720.038086
	Iteration 19Q: 3 clusters Score -2403012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2403020.500000 Penalty: 4720.038086
	Iteration 20F: 3 clusters Score -2403020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2403040.750000 Penalty: 4720.038086
	Iteration 21Q: 3 clusters Score -2403041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2403056.500000 Penalty: 4720.038086
	Iteration 22Q: 3 clusters Score -2403056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2403063.250000 Penalty: 4720.038086
	Iteration 23Q: 3 clusters Score -2403063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2403074.500000 Penalty: 4720.038086
	Iteration 24Q: 3 clusters Score -2403074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2403092.000000 Penalty: 4720.038086
	Iteration 25Q: 3 clusters Score -2403092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2403101.750000 Penalty: 4720.038086
	Iteration 26Q: 3 clusters Score -2403102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2403101.750000 Penalty: 4720.038086
	Iteration 27Q: 3 clusters Score -2403102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2403106.250000 Penalty: 4720.038086
	Iteration 28Q: 3 clusters Score -2403106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2403115.250000 Penalty: 4720.038086
	Iteration 29Q: 3 clusters Score -2403115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2403115.250000 Penalty: 4720.038086
	Iteration 30Q: 3 clusters Score -2403115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2403112.750000 Penalty: 4720.038086
	Iteration 31Q: 3 clusters Score -2403113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2403114.250000 Penalty: 4720.038086
	Iteration 32Q: 3 clusters Score -2403114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2403116.250000 Penalty: 4720.038086
	Iteration 33Q: 3 clusters Score -2403116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2403121.500000 Penalty: 4720.038086
	Iteration 34Q: 3 clusters Score -2403122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2403118.250000 Penalty: 4720.038086
	Iteration 35Q: 3 clusters Score -2403118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2403123.000000 Penalty: 4720.038086
	Iteration 36Q: 3 clusters Score -2403123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2403124.500000 Penalty: 4720.038086
	Iteration 37Q: 3 clusters Score -2403124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2403120.750000 Penalty: 4720.038086
	Iteration 38Q: 3 clusters Score -2403121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2403124.000000 Penalty: 4720.038086
	Iteration 39Q: 3 clusters Score -2403124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2403120.750000 Penalty: 4720.038086
	Iteration 40F: 3 clusters Score -2403121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2403124.750000 Penalty: 4720.038086
	Iteration 41Q: 3 clusters Score -2403125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2403127.750000 Penalty: 4720.038086
	Iteration 42Q: 3 clusters Score -2403128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2403135.500000 Penalty: 4720.038086
	Iteration 43Q: 3 clusters Score -2403136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2403131.250000 Penalty: 4720.038086
	Iteration 44Q: 3 clusters Score -2403131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2403135.250000 Penalty: 4720.038086
	Iteration 45Q: 3 clusters Score -2403135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2403133.000000 Penalty: 4720.038086
	Iteration 46Q: 3 clusters Score -2403133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2403141.500000 Penalty: 4720.038086
	Iteration 47Q: 3 clusters Score -2403142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2403140.250000 Penalty: 4720.038086
	Iteration 48Q: 3 clusters Score -2403140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2403141.500000 Penalty: 4720.038086
	Iteration 49Q: 3 clusters Score -2403142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2403145.750000 Penalty: 4720.038086
	Iteration 50Q: 3 clusters Score -2403146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2403144.250000 Penalty: 4720.038086
	Iteration 51Q: 3 clusters Score -2403144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2403150.250000 Penalty: 4720.038086
	Iteration 52Q: 3 clusters Score -2403150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2403148.250000 Penalty: 4720.038086
	Iteration 53Q: 3 clusters Score -2403148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2403148.000000 Penalty: 4720.038086
	Iteration 54Q: 3 clusters Score -2403148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2403149.750000 Penalty: 4720.038086
	Iteration 55Q: 3 clusters Score -2403150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2403152.250000 Penalty: 4720.038086
	Iteration 56Q: 3 clusters Score -2403152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2403159.750000 Penalty: 4720.038086
	Iteration 57Q: 3 clusters Score -2403160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2403160.000000 Penalty: 4720.038086
	Iteration 58Q: 3 clusters Score -2403160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2403161.250000 Penalty: 4720.038086
	Iteration 59Q: 3 clusters Score -2403161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2403154.750000 Penalty: 4720.038086
	Iteration 60F: 3 clusters Score -2403155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2403157.500000 Penalty: 4720.038086
	Iteration 61Q: 3 clusters Score -2403158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2403160.500000 Penalty: 4720.038086
	Iteration 62Q: 3 clusters Score -2403160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2403160.500000 Penalty: 4720.038086
	Iteration 63F: 3 clusters Score -2403160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18371.203125 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -18371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17211.130859 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -17211.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17676.431641 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -17676.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17801.060547 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -17801.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17876.441406 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -17876.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17997.933594 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -17997.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18063.142578 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -18063.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18104.009766 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -18104.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18134.011719 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -18134.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18151.392578 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -18151.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18152.855469 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -18152.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18152.855469 Penalty: 2879.346924
	Iteration 10F: 3 clusters Score -18152.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -23907.822266 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -23907.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22978.974609 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -22978.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23296.314453 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23296.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -23453.287109 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -23453.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23537.925781 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23537.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23639.755859 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -23639.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23714.761719 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -23714.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23759.787109 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -23759.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23769.132812 Penalty: 2681.957275
	Iteration 7Q: 3 clusters Score -23769.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23772.085938 Penalty: 2681.957275
	Iteration 8Q: 3 clusters Score -23772.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23772.085938 Penalty: 2681.957275
	Iteration 9F: 3 clusters Score -23772.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -618364.562500 Penalty: 2023.808594
	Iteration 0F: 2 clusters Score -618364.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -614780.000000 Penalty: 4047.617188
	Iteration 0F: 3 clusters Score -614780 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -615533.187500 Penalty: 4047.617188
	Iteration 1F: 3 clusters Score -615533.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -615728.750000 Penalty: 4047.617188
	Iteration 2F: 3 clusters Score -615728.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -615838.375000 Penalty: 4047.617188
	Iteration 3Q: 3 clusters Score -615838.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -615905.937500 Penalty: 4047.617188
	Iteration 4Q: 3 clusters Score -615905.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -615963.125000 Penalty: 4047.617188
	Iteration 5Q: 3 clusters Score -615963.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -616017.500000 Penalty: 4047.617188
	Iteration 6Q: 3 clusters Score -616017.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -616086.875000 Penalty: 4047.617188
	Iteration 7Q: 3 clusters Score -616086.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -616169.250000 Penalty: 4047.617188
	Iteration 8Q: 3 clusters Score -616169.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -616269.187500 Penalty: 4047.617188
	Iteration 9Q: 3 clusters Score -616269.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -616369.750000 Penalty: 4047.617188
	Iteration 10Q: 3 clusters Score -616369.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -616457.250000 Penalty: 4047.617188
	Iteration 11Q: 3 clusters Score -616457.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -616552.625000 Penalty: 4047.617188
	Iteration 12Q: 3 clusters Score -616552.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -616621.500000 Penalty: 4047.617188
	Iteration 13Q: 3 clusters Score -616621.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -616692.062500 Penalty: 4047.617188
	Iteration 14Q: 3 clusters Score -616692.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -616749.562500 Penalty: 4047.617188
	Iteration 15Q: 3 clusters Score -616749.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -616782.437500 Penalty: 4047.617188
	Iteration 16Q: 3 clusters Score -616782.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -616810.812500 Penalty: 4047.617188
	Iteration 17Q: 3 clusters Score -616810.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -616833.875000 Penalty: 4047.617188
	Iteration 18Q: 3 clusters Score -616833.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -616849.312500 Penalty: 4047.617188
	Iteration 19Q: 3 clusters Score -616849.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -616868.375000 Penalty: 4047.617188
	Iteration 20F: 3 clusters Score -616868.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -616880.250000 Penalty: 4047.617188
	Iteration 21Q: 3 clusters Score -616880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -616890.750000 Penalty: 4047.617188
	Iteration 22Q: 3 clusters Score -616890.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -616900.125000 Penalty: 4047.617188
	Iteration 23Q: 3 clusters Score -616900.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -616913.750000 Penalty: 4047.617188
	Iteration 24Q: 3 clusters Score -616913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -616920.500000 Penalty: 4047.617188
	Iteration 25Q: 3 clusters Score -616920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -616928.250000 Penalty: 4047.617188
	Iteration 26Q: 3 clusters Score -616928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616934.375000 Penalty: 4047.617188
	Iteration 27Q: 3 clusters Score -616934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -616938.750000 Penalty: 4047.617188
	Iteration 28Q: 3 clusters Score -616938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -616941.000000 Penalty: 4047.617188
	Iteration 29Q: 3 clusters Score -616941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -616945.937500 Penalty: 4047.617188
	Iteration 30Q: 3 clusters Score -616945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -616950.375000 Penalty: 4047.617188
	Iteration 31Q: 3 clusters Score -616950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -616951.937500 Penalty: 4047.617188
	Iteration 32Q: 3 clusters Score -616951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -616953.812500 Penalty: 4047.617188
	Iteration 33Q: 3 clusters Score -616953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -616953.562500 Penalty: 4047.617188
	Iteration 34Q: 3 clusters Score -616953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -616954.312500 Penalty: 4047.617188
	Iteration 35Q: 3 clusters Score -616954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -616956.187500 Penalty: 4047.617188
	Iteration 36Q: 3 clusters Score -616956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -616955.062500 Penalty: 4047.617188
	Iteration 37Q: 3 clusters Score -616955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -616955.062500 Penalty: 4047.617188
	Iteration 38F: 3 clusters Score -616955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -347117.906250 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -347117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -344455.375000 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -344455.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -344973.843750 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -344973.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -345099.625000 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -345099.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -345190.312500 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -345190.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -345250.750000 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -345250.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -345304.312500 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -345304.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -345335.093750 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -345335.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -345360.875000 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -345360.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -345377.406250 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -345377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -345392.406250 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -345392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -345404.062500 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -345404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -345415.062500 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -345415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -345422.406250 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -345422.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -345436.000000 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -345436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -345450.062500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -345450.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -345455.562500 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -345455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -345459.875000 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -345459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -345461.500000 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -345461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -345462.000000 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -345462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -345462.000000 Penalty: 3780.355713
	Iteration 19F: 3 clusters Score -345462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Entering Unmasked Estep 
Score: -6505126.000000 Penalty: 2600.869873
	Iteration 0F: 2 clusters Score -6505126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6481746.000000 Penalty: 5201.739746
	Iteration 0F: 3 clusters Score -6481746 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -6490380.500000 Penalty: 5201.739746
	Iteration 1F: 3 clusters Score -6490380 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6490893.500000 Penalty: 5201.739746
	Iteration 2Q: 3 clusters Score -6490894 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6491362.500000 Penalty: 5201.739746
	Iteration 3Q: 3 clusters Score -6491362 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -6491849.500000 Penalty: 5201.739746
	Iteration 4Q: 3 clusters Score -6491850 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -6492411.500000 Penalty: 5201.739746
	Iteration 5Q: 3 clusters Score -6492412 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6493264.500000 Penalty: 5201.739746
	Iteration 6Q: 3 clusters Score -6493264 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -6494537.500000 Penalty: 5201.739746
	Iteration 7F: 3 clusters Score -6494538 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -6496253.000000 Penalty: 5201.739746
	Iteration 8F: 3 clusters Score -6496253 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6497866.000000 Penalty: 5201.739746
	Iteration 9F: 3 clusters Score -6497866 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -6499003.000000 Penalty: 5201.739746
	Iteration 10Q: 3 clusters Score -6499003 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -6499640.500000 Penalty: 5201.739746
	Iteration 11Q: 3 clusters Score -6499640 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -6500142.500000 Penalty: 5201.739746
	Iteration 12Q: 3 clusters Score -6500142 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -6500635.000000 Penalty: 5201.739746
	Iteration 13Q: 3 clusters Score -6500635 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6501071.000000 Penalty: 5201.739746
	Iteration 14Q: 3 clusters Score -6501071 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -6501469.500000 Penalty: 5201.739746
	Iteration 15Q: 3 clusters Score -6501470 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6501798.500000 Penalty: 5201.739746
	Iteration 16Q: 3 clusters Score -6501798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6502117.500000 Penalty: 5201.739746
	Iteration 17Q: 3 clusters Score -6502118 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -6502379.000000 Penalty: 5201.739746
	Iteration 18Q: 3 clusters Score -6502379 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -6502563.500000 Penalty: 5201.739746
	Iteration 19Q: 3 clusters Score -6502564 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6502659.000000 Penalty: 5201.739746
	Iteration 20F: 3 clusters Score -6502659 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -6502744.500000 Penalty: 5201.739746
	Iteration 21Q: 3 clusters Score -6502744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6502801.500000 Penalty: 5201.739746
	Iteration 22Q: 3 clusters Score -6502802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -6502835.500000 Penalty: 5201.739746
	Iteration 23Q: 3 clusters Score -6502836 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6502832.500000 Penalty: 5201.739746
	Iteration 24Q: 3 clusters Score -6502832 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -6502837.000000 Penalty: 5201.739746
	Iteration 25Q: 3 clusters Score -6502837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -6502836.500000 Penalty: 5201.739746
	Iteration 26Q: 3 clusters Score -6502836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -6502836.000000 Penalty: 5201.739746
	Iteration 27Q: 3 clusters Score -6502836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -6502811.000000 Penalty: 5201.739746
	Iteration 28Q: 3 clusters Score -6502811 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -6502810.000000 Penalty: 5201.739746
	Iteration 29Q: 3 clusters Score -6502810 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -6502786.000000 Penalty: 5201.739746
	Iteration 30Q: 3 clusters Score -6502786 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6502811.500000 Penalty: 5201.739746
	Iteration 31Q: 3 clusters Score -6502812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6502823.500000 Penalty: 5201.739746
	Iteration 32Q: 3 clusters Score -6502824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -6502835.000000 Penalty: 5201.739746
	Iteration 33Q: 3 clusters Score -6502835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -6502845.000000 Penalty: 5201.739746
	Iteration 34Q: 3 clusters Score -6502845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -6502857.500000 Penalty: 5201.739746
	Iteration 35Q: 3 clusters Score -6502858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6502868.500000 Penalty: 5201.739746
	Iteration 36Q: 3 clusters Score -6502868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -6502844.500000 Penalty: 5201.739746
	Iteration 37Q: 3 clusters Score -6502844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6502857.500000 Penalty: 5201.739746
	Iteration 38Q: 3 clusters Score -6502858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -6502862.500000 Penalty: 5201.739746
	Iteration 39Q: 3 clusters Score -6502862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -6502858.500000 Penalty: 5201.739746
	Iteration 40F: 3 clusters Score -6502858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -6502866.000000 Penalty: 5201.739746
	Iteration 41Q: 3 clusters Score -6502866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6502889.500000 Penalty: 5201.739746
	Iteration 42Q: 3 clusters Score -6502890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6502882.500000 Penalty: 5201.739746
	Iteration 43Q: 3 clusters Score -6502882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6502885.500000 Penalty: 5201.739746
	Iteration 44Q: 3 clusters Score -6502886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -6502887.500000 Penalty: 5201.739746
	Iteration 45Q: 3 clusters Score -6502888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -6502887.500000 Penalty: 5201.739746
	Iteration 46Q: 3 clusters Score -6502888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -6502873.000000 Penalty: 5201.739746
	Iteration 47Q: 3 clusters Score -6502873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -6502879.500000 Penalty: 5201.739746
	Iteration 48Q: 3 clusters Score -6502880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6502882.500000 Penalty: 5201.739746
	Iteration 49Q: 3 clusters Score -6502882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6502871.000000 Penalty: 5201.739746
	Iteration 50Q: 3 clusters Score -6502871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -6502874.000000 Penalty: 5201.739746
	Iteration 51Q: 3 clusters Score -6502874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6502868.000000 Penalty: 5201.739746
	Iteration 52Q: 3 clusters Score -6502868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6502882.500000 Penalty: 5201.739746
	Iteration 53Q: 3 clusters Score -6502882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -6502875.500000 Penalty: 5201.739746
	Iteration 54Q: 3 clusters Score -6502876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -6502887.500000 Penalty: 5201.739746
	Iteration 55Q: 3 clusters Score -6502888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -6502887.500000 Penalty: 5201.739746
	Iteration 56F: 3 clusters Score -6502888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (33661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Entering Unmasked Estep 
Score: -5991725.000000 Penalty: 2585.175537
	Iteration 0F: 2 clusters Score -5991725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -5968802.500000 Penalty: 5170.351074
	Iteration 0F: 3 clusters Score -5968802 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5976982.500000 Penalty: 5170.351074
	Iteration 1F: 3 clusters Score -5976982 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -5977549.500000 Penalty: 5170.351074
	Iteration 2Q: 3 clusters Score -5977550 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5978078.500000 Penalty: 5170.351074
	Iteration 3Q: 3 clusters Score -5978078 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5978686.000000 Penalty: 5170.351074
	Iteration 4Q: 3 clusters Score -5978686 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5979397.500000 Penalty: 5170.351074
	Iteration 5Q: 3 clusters Score -5979398 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5980289.000000 Penalty: 5170.351074
	Iteration 6F: 3 clusters Score -5980289 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5981442.000000 Penalty: 5170.351074
	Iteration 7F: 3 clusters Score -5981442 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -5982565.500000 Penalty: 5170.351074
	Iteration 8F: 3 clusters Score -5982566 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5983569.000000 Penalty: 5170.351074
	Iteration 9F: 3 clusters Score -5983569 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5984418.000000 Penalty: 5170.351074
	Iteration 10Q: 3 clusters Score -5984418 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -5985184.500000 Penalty: 5170.351074
	Iteration 11Q: 3 clusters Score -5985184 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5985828.000000 Penalty: 5170.351074
	Iteration 12Q: 3 clusters Score -5985828 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5986451.000000 Penalty: 5170.351074
	Iteration 13Q: 3 clusters Score -5986451 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5987008.000000 Penalty: 5170.351074
	Iteration 14Q: 3 clusters Score -5987008 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -5987518.000000 Penalty: 5170.351074
	Iteration 15Q: 3 clusters Score -5987518 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -5987967.000000 Penalty: 5170.351074
	Iteration 16Q: 3 clusters Score -5987967 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5988339.000000 Penalty: 5170.351074
	Iteration 17Q: 3 clusters Score -5988339 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -5988643.000000 Penalty: 5170.351074
	Iteration 18Q: 3 clusters Score -5988643 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5988858.500000 Penalty: 5170.351074
	Iteration 19Q: 3 clusters Score -5988858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -5989029.000000 Penalty: 5170.351074
	Iteration 20F: 3 clusters Score -5989029 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5989155.000000 Penalty: 5170.351074
	Iteration 21Q: 3 clusters Score -5989155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5989217.000000 Penalty: 5170.351074
	Iteration 22Q: 3 clusters Score -5989217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5989266.000000 Penalty: 5170.351074
	Iteration 23Q: 3 clusters Score -5989266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -5989305.000000 Penalty: 5170.351074
	Iteration 24Q: 3 clusters Score -5989305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5989345.000000 Penalty: 5170.351074
	Iteration 25Q: 3 clusters Score -5989345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5989385.500000 Penalty: 5170.351074
	Iteration 26Q: 3 clusters Score -5989386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5989396.000000 Penalty: 5170.351074
	Iteration 27Q: 3 clusters Score -5989396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5989413.000000 Penalty: 5170.351074
	Iteration 28Q: 3 clusters Score -5989413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -5989426.000000 Penalty: 5170.351074
	Iteration 29Q: 3 clusters Score -5989426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -5989433.000000 Penalty: 5170.351074
	Iteration 30Q: 3 clusters Score -5989433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5989447.000000 Penalty: 5170.351074
	Iteration 31Q: 3 clusters Score -5989447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5989450.500000 Penalty: 5170.351074
	Iteration 32Q: 3 clusters Score -5989450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5989461.000000 Penalty: 5170.351074
	Iteration 33Q: 3 clusters Score -5989461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -5989457.500000 Penalty: 5170.351074
	Iteration 34Q: 3 clusters Score -5989458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -5989462.000000 Penalty: 5170.351074
	Iteration 35Q: 3 clusters Score -5989462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5989473.500000 Penalty: 5170.351074
	Iteration 36Q: 3 clusters Score -5989474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5989476.000000 Penalty: 5170.351074
	Iteration 37Q: 3 clusters Score -5989476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5989477.500000 Penalty: 5170.351074
	Iteration 38Q: 3 clusters Score -5989478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5989477.500000 Penalty: 5170.351074
	Iteration 39Q: 3 clusters Score -5989478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5989481.000000 Penalty: 5170.351074
	Iteration 40F: 3 clusters Score -5989481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -1354505.000000 Penalty: 2224.130615
	Iteration 0F: 2 clusters Score -1354505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1348230.625000 Penalty: 4448.261230
	Iteration 0F: 3 clusters Score -1348231 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1350099.875000 Penalty: 4448.261230
	Iteration 1F: 3 clusters Score -1350100 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1350578.500000 Penalty: 4448.261230
	Iteration 2F: 3 clusters Score -1350578 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1351190.625000 Penalty: 4448.261230
	Iteration 3F: 3 clusters Score -1351191 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1351828.625000 Penalty: 4448.261230
	Iteration 4F: 3 clusters Score -1351829 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1352386.250000 Penalty: 4448.261230
	Iteration 5F: 3 clusters Score -1352386 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1352736.750000 Penalty: 4448.261230
	Iteration 6F: 3 clusters Score -1352737 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1352927.125000 Penalty: 4448.261230
	Iteration 7Q: 3 clusters Score -1352927 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1353032.250000 Penalty: 4448.261230
	Iteration 8Q: 3 clusters Score -1353032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1353098.625000 Penalty: 4448.261230
	Iteration 9Q: 3 clusters Score -1353099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1353134.125000 Penalty: 4448.261230
	Iteration 10Q: 3 clusters Score -1353134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1353160.500000 Penalty: 4448.261230
	Iteration 11Q: 3 clusters Score -1353160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1353188.625000 Penalty: 4448.261230
	Iteration 12Q: 3 clusters Score -1353189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1353212.000000 Penalty: 4448.261230
	Iteration 13Q: 3 clusters Score -1353212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1353239.875000 Penalty: 4448.261230
	Iteration 14Q: 3 clusters Score -1353240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1353257.875000 Penalty: 4448.261230
	Iteration 15Q: 3 clusters Score -1353258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1353275.000000 Penalty: 4448.261230
	Iteration 16Q: 3 clusters Score -1353275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1353287.500000 Penalty: 4448.261230
	Iteration 17Q: 3 clusters Score -1353288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1353296.000000 Penalty: 4448.261230
	Iteration 18Q: 3 clusters Score -1353296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1353317.500000 Penalty: 4448.261230
	Iteration 19Q: 3 clusters Score -1353318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1353331.000000 Penalty: 4448.261230
	Iteration 20F: 3 clusters Score -1353331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1353345.875000 Penalty: 4448.261230
	Iteration 21Q: 3 clusters Score -1353346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1353360.000000 Penalty: 4448.261230
	Iteration 22Q: 3 clusters Score -1353360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1353370.250000 Penalty: 4448.261230
	Iteration 23Q: 3 clusters Score -1353370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1353377.875000 Penalty: 4448.261230
	Iteration 24Q: 3 clusters Score -1353378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1353387.125000 Penalty: 4448.261230
	Iteration 25Q: 3 clusters Score -1353387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1353396.250000 Penalty: 4448.261230
	Iteration 26Q: 3 clusters Score -1353396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1353407.125000 Penalty: 4448.261230
	Iteration 27Q: 3 clusters Score -1353407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1353415.625000 Penalty: 4448.261230
	Iteration 28Q: 3 clusters Score -1353416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1353423.000000 Penalty: 4448.261230
	Iteration 29Q: 3 clusters Score -1353423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1353433.875000 Penalty: 4448.261230
	Iteration 30Q: 3 clusters Score -1353434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1353441.625000 Penalty: 4448.261230
	Iteration 31Q: 3 clusters Score -1353442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1353451.875000 Penalty: 4448.261230
	Iteration 32Q: 3 clusters Score -1353452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1353464.375000 Penalty: 4448.261230
	Iteration 33Q: 3 clusters Score -1353464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1353470.750000 Penalty: 4448.261230
	Iteration 34Q: 3 clusters Score -1353471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1353472.250000 Penalty: 4448.261230
	Iteration 35Q: 3 clusters Score -1353472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1353479.625000 Penalty: 4448.261230
	Iteration 36Q: 3 clusters Score -1353480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1353483.375000 Penalty: 4448.261230
	Iteration 37Q: 3 clusters Score -1353483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1353484.375000 Penalty: 4448.261230
	Iteration 38Q: 3 clusters Score -1353484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1353491.500000 Penalty: 4448.261230
	Iteration 39Q: 3 clusters Score -1353492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1353496.375000 Penalty: 4448.261230
	Iteration 40F: 3 clusters Score -1353496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1353498.750000 Penalty: 4448.261230
	Iteration 41Q: 3 clusters Score -1353499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1353500.875000 Penalty: 4448.261230
	Iteration 42Q: 3 clusters Score -1353501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1353507.000000 Penalty: 4448.261230
	Iteration 43Q: 3 clusters Score -1353507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1353516.250000 Penalty: 4448.261230
	Iteration 44Q: 3 clusters Score -1353516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1353514.375000 Penalty: 4448.261230
	Iteration 45Q: 3 clusters Score -1353514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1353517.875000 Penalty: 4448.261230
	Iteration 46Q: 3 clusters Score -1353518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1353521.125000 Penalty: 4448.261230
	Iteration 47Q: 3 clusters Score -1353521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1353518.750000 Penalty: 4448.261230
	Iteration 48Q: 3 clusters Score -1353519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1353523.250000 Penalty: 4448.261230
	Iteration 49Q: 3 clusters Score -1353523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1353531.625000 Penalty: 4448.261230
	Iteration 50Q: 3 clusters Score -1353532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1353531.250000 Penalty: 4448.261230
	Iteration 51Q: 3 clusters Score -1353531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1353534.625000 Penalty: 4448.261230
	Iteration 52Q: 3 clusters Score -1353535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1353537.000000 Penalty: 4448.261230
	Iteration 53Q: 3 clusters Score -1353537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1353536.500000 Penalty: 4448.261230
	Iteration 54Q: 3 clusters Score -1353536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1353539.000000 Penalty: 4448.261230
	Iteration 55Q: 3 clusters Score -1353539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1353539.250000 Penalty: 4448.261230
	Iteration 56Q: 3 clusters Score -1353539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1353540.625000 Penalty: 4448.261230
	Iteration 57Q: 3 clusters Score -1353541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1353540.625000 Penalty: 4448.261230
	Iteration 58Q: 3 clusters Score -1353541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1353540.125000 Penalty: 4448.261230
	Iteration 59Q: 3 clusters Score -1353540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1353539.875000 Penalty: 4448.261230
	Iteration 60F: 3 clusters Score -1353540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1353542.375000 Penalty: 4448.261230
	Iteration 61Q: 3 clusters Score -1353542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1353543.875000 Penalty: 4448.261230
	Iteration 62Q: 3 clusters Score -1353544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1353547.125000 Penalty: 4448.261230
	Iteration 63Q: 3 clusters Score -1353547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1353548.500000 Penalty: 4448.261230
	Iteration 64Q: 3 clusters Score -1353548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1353548.500000 Penalty: 4448.261230
	Iteration 65Q: 3 clusters Score -1353548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1353548.750000 Penalty: 4448.261230
	Iteration 66Q: 3 clusters Score -1353549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1353549.250000 Penalty: 4448.261230
	Iteration 67Q: 3 clusters Score -1353549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1353548.500000 Penalty: 4448.261230
	Iteration 68Q: 3 clusters Score -1353548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1353550.500000 Penalty: 4448.261230
	Iteration 69Q: 3 clusters Score -1353550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1353551.125000 Penalty: 4448.261230
	Iteration 70Q: 3 clusters Score -1353551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1353550.750000 Penalty: 4448.261230
	Iteration 71Q: 3 clusters Score -1353551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1353551.875000 Penalty: 4448.261230
	Iteration 72Q: 3 clusters Score -1353552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1353554.375000 Penalty: 4448.261230
	Iteration 73Q: 3 clusters Score -1353554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1353556.125000 Penalty: 4448.261230
	Iteration 74Q: 3 clusters Score -1353556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1353555.625000 Penalty: 4448.261230
	Iteration 75Q: 3 clusters Score -1353556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1353558.000000 Penalty: 4448.261230
	Iteration 76Q: 3 clusters Score -1353558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1353559.125000 Penalty: 4448.261230
	Iteration 77Q: 3 clusters Score -1353559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1353561.375000 Penalty: 4448.261230
	Iteration 78Q: 3 clusters Score -1353561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1353561.625000 Penalty: 4448.261230
	Iteration 79Q: 3 clusters Score -1353562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1353564.750000 Penalty: 4448.261230
	Iteration 80F: 3 clusters Score -1353565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1353564.875000 Penalty: 4448.261230
	Iteration 81Q: 3 clusters Score -1353565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1353564.875000 Penalty: 4448.261230
	Iteration 82F: 3 clusters Score -1353565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -499352.875000 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -499352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -496110.656250 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -496110.7 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -496788.375000 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -496788.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -496958.750000 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -496958.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -497080.562500 Penalty: 3967.507568
	Iteration 3Q: 3 clusters Score -497080.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -497161.781250 Penalty: 3967.507568
	Iteration 4Q: 3 clusters Score -497161.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -497218.625000 Penalty: 3967.507568
	Iteration 5Q: 3 clusters Score -497218.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -497274.281250 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -497274.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -497327.531250 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -497327.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -497362.093750 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -497362.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -497399.312500 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -497399.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -497437.687500 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -497437.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -497478.406250 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -497478.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -497530.750000 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -497530.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -497583.812500 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -497583.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -497628.968750 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -497629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -497676.750000 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -497676.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -497735.500000 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -497735.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -497786.781250 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -497786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -497823.031250 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -497823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -497851.187500 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -497851.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -497887.375000 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -497887.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -497929.062500 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -497929.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -497957.031250 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -497957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -497978.968750 Penalty: 3967.507568
	Iteration 23Q: 3 clusters Score -497979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -497992.781250 Penalty: 3967.507568
	Iteration 24Q: 3 clusters Score -497992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -498005.718750 Penalty: 3967.507568
	Iteration 25Q: 3 clusters Score -498005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -498010.718750 Penalty: 3967.507568
	Iteration 26Q: 3 clusters Score -498010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -498012.906250 Penalty: 3967.507568
	Iteration 27Q: 3 clusters Score -498012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -498016.000000 Penalty: 3967.507568
	Iteration 28Q: 3 clusters Score -498016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -498016.843750 Penalty: 3967.507568
	Iteration 29Q: 3 clusters Score -498016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -498019.031250 Penalty: 3967.507568
	Iteration 30Q: 3 clusters Score -498019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -498019.906250 Penalty: 3967.507568
	Iteration 31Q: 3 clusters Score -498019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -498023.906250 Penalty: 3967.507568
	Iteration 32Q: 3 clusters Score -498023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -498026.437500 Penalty: 3967.507568
	Iteration 33Q: 3 clusters Score -498026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -498028.593750 Penalty: 3967.507568
	Iteration 34Q: 3 clusters Score -498028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -498029.937500 Penalty: 3967.507568
	Iteration 35Q: 3 clusters Score -498029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -498029.937500 Penalty: 3967.507568
	Iteration 36F: 3 clusters Score -498029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -840074.187500 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -840074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -835465.875000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -835465.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -836974.500000 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -836974.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -837551.562500 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -837551.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -838162.125000 Penalty: 4249.482910
	Iteration 3F: 3 clusters Score -838162.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -838563.875000 Penalty: 4249.482910
	Iteration 4F: 3 clusters Score -838563.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -838835.562500 Penalty: 4249.482910
	Iteration 5F: 3 clusters Score -838835.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -839089.625000 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -839089.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -839321.062500 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -839321.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -839487.500000 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -839487.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -839583.250000 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -839583.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -839663.875000 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -839663.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -839735.687500 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -839735.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -839798.125000 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -839798.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -839853.062500 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -839853.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -839881.625000 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -839881.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -839895.187500 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -839895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -839903.500000 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -839903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -839907.500000 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -839907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -839911.312500 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -839911.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -839916.437500 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -839916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -839921.062500 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -839921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -839926.500000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -839926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -839927.687500 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -839927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -839928.187500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -839928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -839928.750000 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -839928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -839928.750000 Penalty: 4249.482910
	Iteration 25F: 3 clusters Score -839928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -1094294.125000 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -1094294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1089073.625000 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -1089074 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1090404.625000 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -1090405 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1090666.750000 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -1090667 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1090834.250000 Penalty: 4327.529297
	Iteration 3Q: 3 clusters Score -1090834 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1090967.625000 Penalty: 4327.529297
	Iteration 4Q: 3 clusters Score -1090968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1091077.125000 Penalty: 4327.529297
	Iteration 5Q: 3 clusters Score -1091077 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1091161.750000 Penalty: 4327.529297
	Iteration 6Q: 3 clusters Score -1091162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1091255.750000 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -1091256 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1091342.625000 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -1091343 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1091440.000000 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -1091440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1091524.125000 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -1091524 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1091597.500000 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -1091598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1091659.500000 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -1091660 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1091718.750000 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -1091719 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1091784.750000 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -1091785 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1091850.625000 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -1091851 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1091938.500000 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -1091938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1092006.000000 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -1092006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1092058.500000 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -1092058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1092121.250000 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -1092121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1092205.750000 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -1092206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1092288.375000 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -1092288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1092343.875000 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -1092344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1092383.625000 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -1092384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1092421.500000 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -1092422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1092457.875000 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -1092458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1092481.500000 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -1092482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1092499.625000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -1092500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1092512.500000 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -1092512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1092522.125000 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -1092522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1092531.000000 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -1092531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1092536.750000 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -1092537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1092541.625000 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -1092542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1092541.875000 Penalty: 4327.529297
	Iteration 33Q: 3 clusters Score -1092542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1092544.000000 Penalty: 4327.529297
	Iteration 34Q: 3 clusters Score -1092544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1092547.375000 Penalty: 4327.529297
	Iteration 35Q: 3 clusters Score -1092547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1092547.750000 Penalty: 4327.529297
	Iteration 36Q: 3 clusters Score -1092548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1092550.875000 Penalty: 4327.529297
	Iteration 37Q: 3 clusters Score -1092551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1092556.375000 Penalty: 4327.529297
	Iteration 38Q: 3 clusters Score -1092556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1092568.750000 Penalty: 4327.529297
	Iteration 39Q: 3 clusters Score -1092569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1092582.000000 Penalty: 4327.529297
	Iteration 40F: 3 clusters Score -1092582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1092590.000000 Penalty: 4327.529297
	Iteration 41Q: 3 clusters Score -1092590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1092594.875000 Penalty: 4327.529297
	Iteration 42Q: 3 clusters Score -1092595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1092597.625000 Penalty: 4327.529297
	Iteration 43Q: 3 clusters Score -1092598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1092601.250000 Penalty: 4327.529297
	Iteration 44Q: 3 clusters Score -1092601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1092603.000000 Penalty: 4327.529297
	Iteration 45Q: 3 clusters Score -1092603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1092605.250000 Penalty: 4327.529297
	Iteration 46Q: 3 clusters Score -1092605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1092605.125000 Penalty: 4327.529297
	Iteration 47Q: 3 clusters Score -1092605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1092611.125000 Penalty: 4327.529297
	Iteration 48Q: 3 clusters Score -1092611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1092617.125000 Penalty: 4327.529297
	Iteration 49Q: 3 clusters Score -1092617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1092620.500000 Penalty: 4327.529297
	Iteration 50Q: 3 clusters Score -1092620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1092620.250000 Penalty: 4327.529297
	Iteration 51Q: 3 clusters Score -1092620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1092620.250000 Penalty: 4327.529297
	Iteration 52F: 3 clusters Score -1092620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -450835.656250 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -450835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -447795.875000 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -447795.9 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -448490.687500 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -448490.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -448709.718750 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -448709.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -448834.687500 Penalty: 3910.749756
	Iteration 3F: 3 clusters Score -448834.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -448951.812500 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -448951.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -449034.718750 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -449034.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449087.312500 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -449087.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -449116.843750 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -449116.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -449141.375000 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -449141.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -449158.562500 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -449158.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -449173.281250 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -449173.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -449183.062500 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -449183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -449189.625000 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -449189.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -449196.781250 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -449196.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -449205.750000 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -449205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449216.125000 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -449216.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -449229.875000 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -449229.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -449241.093750 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -449241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -449251.593750 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -449251.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -449262.843750 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -449262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -449272.343750 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -449272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -449283.562500 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -449283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -449292.750000 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -449292.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -449302.687500 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -449302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -449311.843750 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -449311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -449318.375000 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -449318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -449322.968750 Penalty: 3910.749756
	Iteration 26Q: 3 clusters Score -449323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -449324.812500 Penalty: 3910.749756
	Iteration 27Q: 3 clusters Score -449324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -449326.593750 Penalty: 3910.749756
	Iteration 28Q: 3 clusters Score -449326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -449327.375000 Penalty: 3910.749756
	Iteration 29Q: 3 clusters Score -449327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -449329.531250 Penalty: 3910.749756
	Iteration 30Q: 3 clusters Score -449329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -449331.000000 Penalty: 3910.749756
	Iteration 31Q: 3 clusters Score -449331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -449332.343750 Penalty: 3910.749756
	Iteration 32Q: 3 clusters Score -449332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -449335.093750 Penalty: 3910.749756
	Iteration 33Q: 3 clusters Score -449335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449336.843750 Penalty: 3910.749756
	Iteration 34Q: 3 clusters Score -449336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -449337.437500 Penalty: 3910.749756
	Iteration 35Q: 3 clusters Score -449337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -449337.437500 Penalty: 3910.749756
	Iteration 36F: 3 clusters Score -449337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -321704.843750 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -321704.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -319178.593750 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -319178.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -319778.937500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -319778.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -320096.187500 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -320096.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -320342.531250 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -320342.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -320530.312500 Penalty: 3752.633545
	Iteration 4F: 3 clusters Score -320530.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -320678.187500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -320678.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -320797.125000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -320797.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -320877.500000 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -320877.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -320928.062500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -320928.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -320970.562500 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -320970.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -320995.750000 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -320995.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -321012.218750 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -321012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -321025.843750 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -321025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -321029.406250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -321029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -321034.500000 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -321034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -321040.500000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -321040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -321046.906250 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -321046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321051.156250 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -321051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321054.281250 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -321054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321056.718750 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -321056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -321064.062500 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -321064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -321069.812500 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -321069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -321071.000000 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -321071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321072.875000 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -321072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321075.000000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -321075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321075.812500 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -321075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -321078.156250 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -321078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -321083.312500 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -321083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -321090.187500 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -321090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -321097.468750 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -321097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -321103.718750 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -321103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -321117.437500 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -321117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -321128.625000 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -321128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -321136.843750 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -321136.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -321144.312500 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -321144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -321150.375000 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -321150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321156.906250 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -321156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -321166.031250 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -321166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -321177.218750 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -321177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -321191.406250 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -321191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -321203.593750 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -321203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -321209.937500 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -321209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -321215.281250 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -321215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321217.062500 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -321217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321218.468750 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -321218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -321221.750000 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -321221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -321224.656250 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -321224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -321226.187500 Penalty: 3752.633545
	Iteration 47Q: 3 clusters Score -321226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -321226.656250 Penalty: 3752.633545
	Iteration 48Q: 3 clusters Score -321226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321227.031250 Penalty: 3752.633545
	Iteration 49Q: 3 clusters Score -321227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -321227.875000 Penalty: 3752.633545
	Iteration 50Q: 3 clusters Score -321227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321228.218750 Penalty: 3752.633545
	Iteration 51Q: 3 clusters Score -321228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321228.218750 Penalty: 3752.633545
	Iteration 52F: 3 clusters Score -321228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1954669.750000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1954670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1945946.625000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1945947 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1948748.000000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1948748 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1949300.250000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1949300 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1949810.750000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1949811 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1950274.625000 Penalty: 4646.668945
	Iteration 4F: 3 clusters Score -1950275 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1950702.375000 Penalty: 4646.668945
	Iteration 5F: 3 clusters Score -1950702 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1951061.875000 Penalty: 4646.668945
	Iteration 6F: 3 clusters Score -1951062 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1951358.000000 Penalty: 4646.668945
	Iteration 7Q: 3 clusters Score -1951358 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1951583.500000 Penalty: 4646.668945
	Iteration 8Q: 3 clusters Score -1951584 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1951810.375000 Penalty: 4646.668945
	Iteration 9Q: 3 clusters Score -1951810 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1952000.750000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1952001 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1952141.250000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1952141 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1952241.125000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1952241 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1952324.375000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1952324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1952405.375000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1952405 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1952482.625000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1952483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1952531.125000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1952531 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1952587.250000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1952587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1952632.125000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1952632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1952678.375000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1952678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1952711.000000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1952711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1952738.000000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1952738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1952755.000000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1952755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1952777.250000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1952777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1952789.625000 Penalty: 4646.668945
	Iteration 24Q: 3 clusters Score -1952790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1952810.375000 Penalty: 4646.668945
	Iteration 25Q: 3 clusters Score -1952810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1952823.000000 Penalty: 4646.668945
	Iteration 26Q: 3 clusters Score -1952823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1952839.125000 Penalty: 4646.668945
	Iteration 27Q: 3 clusters Score -1952839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1952851.125000 Penalty: 4646.668945
	Iteration 28Q: 3 clusters Score -1952851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1952865.250000 Penalty: 4646.668945
	Iteration 29Q: 3 clusters Score -1952865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1952874.500000 Penalty: 4646.668945
	Iteration 30Q: 3 clusters Score -1952874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1952884.750000 Penalty: 4646.668945
	Iteration 31Q: 3 clusters Score -1952885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1952892.625000 Penalty: 4646.668945
	Iteration 32Q: 3 clusters Score -1952893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1952897.500000 Penalty: 4646.668945
	Iteration 33Q: 3 clusters Score -1952898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1952903.500000 Penalty: 4646.668945
	Iteration 34Q: 3 clusters Score -1952904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1952905.875000 Penalty: 4646.668945
	Iteration 35Q: 3 clusters Score -1952906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1952910.875000 Penalty: 4646.668945
	Iteration 36Q: 3 clusters Score -1952911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1952915.125000 Penalty: 4646.668945
	Iteration 37Q: 3 clusters Score -1952915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1952913.375000 Penalty: 4646.668945
	Iteration 38Q: 3 clusters Score -1952913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1952912.125000 Penalty: 4646.668945
	Iteration 39Q: 3 clusters Score -1952912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1952915.000000 Penalty: 4646.668945
	Iteration 40F: 3 clusters Score -1952915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1952917.625000 Penalty: 4646.668945
	Iteration 41Q: 3 clusters Score -1952918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1952917.000000 Penalty: 4646.668945
	Iteration 42Q: 3 clusters Score -1952917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1952919.750000 Penalty: 4646.668945
	Iteration 43Q: 3 clusters Score -1952920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1952918.625000 Penalty: 4646.668945
	Iteration 44Q: 3 clusters Score -1952919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1952918.250000 Penalty: 4646.668945
	Iteration 45Q: 3 clusters Score -1952918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1952919.375000 Penalty: 4646.668945
	Iteration 46Q: 3 clusters Score -1952919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1952920.750000 Penalty: 4646.668945
	Iteration 47Q: 3 clusters Score -1952921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1952921.000000 Penalty: 4646.668945
	Iteration 48Q: 3 clusters Score -1952921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1952921.375000 Penalty: 4646.668945
	Iteration 49Q: 3 clusters Score -1952921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1952921.375000 Penalty: 4646.668945
	Iteration 50F: 3 clusters Score -1952921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -541041.437500 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -541041.4 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 1545 members 
Entering Unmasked Estep 
Score: -537783.000000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -537783 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -538576.687500 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -538576.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -538840.500000 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -538840.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -539044.687500 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -539044.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -539215.625000 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -539215.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -539326.187500 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -539326.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -539427.375000 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -539427.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -539540.750000 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -539540.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -539629.875000 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -539629.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -539703.375000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -539703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -539735.625000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -539735.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -539771.500000 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -539771.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -539789.437500 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -539789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -539804.562500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -539804.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -539820.875000 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -539820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -539836.687500 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -539836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -539844.937500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -539844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -539853.125000 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -539853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -539857.937500 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -539857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -539863.375000 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -539863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -539870.500000 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -539870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -539873.687500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -539873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -539877.000000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -539877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -539880.437500 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -539880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -539882.812500 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -539882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -539883.750000 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -539883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -539884.312500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -539884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -539884.312500 Penalty: 3979.031250
	Iteration 27F: 3 clusters Score -539884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -805215.500000 Penalty: 2102.243408
	Iteration 0F: 2 clusters Score -805215.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -800872.250000 Penalty: 4204.486816
	Iteration 0F: 3 clusters Score -800872.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -802236.750000 Penalty: 4204.486816
	Iteration 1F: 3 clusters Score -802236.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -802698.312500 Penalty: 4204.486816
	Iteration 2F: 3 clusters Score -802698.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -802997.875000 Penalty: 4204.486816
	Iteration 3F: 3 clusters Score -802997.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -803226.125000 Penalty: 4204.486816
	Iteration 4F: 3 clusters Score -803226.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -803419.250000 Penalty: 4204.486816
	Iteration 5Q: 3 clusters Score -803419.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -803579.062500 Penalty: 4204.486816
	Iteration 6Q: 3 clusters Score -803579.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -803747.187500 Penalty: 4204.486816
	Iteration 7Q: 3 clusters Score -803747.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -803883.437500 Penalty: 4204.486816
	Iteration 8Q: 3 clusters Score -803883.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -803977.250000 Penalty: 4204.486816
	Iteration 9Q: 3 clusters Score -803977.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -804038.812500 Penalty: 4204.486816
	Iteration 10Q: 3 clusters Score -804038.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -804079.437500 Penalty: 4204.486816
	Iteration 11Q: 3 clusters Score -804079.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -804107.375000 Penalty: 4204.486816
	Iteration 12Q: 3 clusters Score -804107.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -804127.937500 Penalty: 4204.486816
	Iteration 13Q: 3 clusters Score -804127.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -804143.125000 Penalty: 4204.486816
	Iteration 14Q: 3 clusters Score -804143.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -804154.875000 Penalty: 4204.486816
	Iteration 15Q: 3 clusters Score -804154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -804166.062500 Penalty: 4204.486816
	Iteration 16Q: 3 clusters Score -804166.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -804169.875000 Penalty: 4204.486816
	Iteration 17Q: 3 clusters Score -804169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -804174.687500 Penalty: 4204.486816
	Iteration 18Q: 3 clusters Score -804174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -804175.875000 Penalty: 4204.486816
	Iteration 19Q: 3 clusters Score -804175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -804175.937500 Penalty: 4204.486816
	Iteration 20F: 3 clusters Score -804175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -804177.312500 Penalty: 4204.486816
	Iteration 21Q: 3 clusters Score -804177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -804177.312500 Penalty: 4204.486816
	Iteration 22F: 3 clusters Score -804177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -488178.000000 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -488178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -484987.906250 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -484987.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -485633.781250 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -485633.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -485800.343750 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -485800.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -485943.625000 Penalty: 3955.709473
	Iteration 3F: 3 clusters Score -485943.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -486052.062500 Penalty: 3955.709473
	Iteration 4Q: 3 clusters Score -486052.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -486153.312500 Penalty: 3955.709473
	Iteration 5Q: 3 clusters Score -486153.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -486236.687500 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -486236.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -486306.625000 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -486306.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -486369.031250 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -486369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -486445.843750 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -486445.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -486540.156250 Penalty: 3955.709473
	Iteration 10Q: 3 clusters Score -486540.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -486622.093750 Penalty: 3955.709473
	Iteration 11Q: 3 clusters Score -486622.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -486687.625000 Penalty: 3955.709473
	Iteration 12Q: 3 clusters Score -486687.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -486734.468750 Penalty: 3955.709473
	Iteration 13Q: 3 clusters Score -486734.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -486769.875000 Penalty: 3955.709473
	Iteration 14Q: 3 clusters Score -486769.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -486806.750000 Penalty: 3955.709473
	Iteration 15Q: 3 clusters Score -486806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -486835.625000 Penalty: 3955.709473
	Iteration 16Q: 3 clusters Score -486835.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -486853.906250 Penalty: 3955.709473
	Iteration 17Q: 3 clusters Score -486853.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -486870.593750 Penalty: 3955.709473
	Iteration 18Q: 3 clusters Score -486870.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -486886.375000 Penalty: 3955.709473
	Iteration 19Q: 3 clusters Score -486886.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -486894.937500 Penalty: 3955.709473
	Iteration 20F: 3 clusters Score -486894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -486900.406250 Penalty: 3955.709473
	Iteration 21Q: 3 clusters Score -486900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -486901.312500 Penalty: 3955.709473
	Iteration 22Q: 3 clusters Score -486901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -486903.375000 Penalty: 3955.709473
	Iteration 23Q: 3 clusters Score -486903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -486904.343750 Penalty: 3955.709473
	Iteration 24Q: 3 clusters Score -486904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -486905.187500 Penalty: 3955.709473
	Iteration 25Q: 3 clusters Score -486905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -486905.031250 Penalty: 3955.709473
	Iteration 26Q: 3 clusters Score -486905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -486905.031250 Penalty: 3955.709473
	Iteration 27F: 3 clusters Score -486905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33509 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76393 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37461 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10098 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17588 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1984 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36298 members 
Mstep: Class 48 contains 36254 members 
Mstep: Class 49 contains 40169 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13578 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35860 members 
Mstep: Class 58 contains 33661 members 
Mstep: Class 59 contains 7850 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1931 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4802 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279552.000000 Penalty: 226628.296875
Iteration 199Q: 69 clusters Score -1.172796e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3428 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 28262 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10140 members 
Mstep: Class 19 contains 20583 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76392 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37456 members 
Mstep: Class 32 contains 35670 members 
Mstep: Class 33 contains 10089 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17589 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36291 members 
Mstep: Class 48 contains 36257 members 
Mstep: Class 49 contains 40161 members 
Mstep: Class 50 contains 7650 members 
Mstep: Class 51 contains 4338 members 
Mstep: Class 52 contains 13587 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35861 members 
Mstep: Class 58 contains 33670 members 
Mstep: Class 59 contains 7845 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5261 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1928 members 
Mstep: Class 65 contains 11713 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4798 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279696.000000 Penalty: 226628.296875
Iteration 200F: 69 clusters Score -1.172797e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 20574 members 
Mstep: Class 20 contains 14161 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76394 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37459 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10078 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2665 members 
Mstep: Class 39 contains 10255 members 
Mstep: Class 40 contains 5246 members 
Mstep: Class 41 contains 17592 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36290 members 
Mstep: Class 48 contains 36255 members 
Mstep: Class 49 contains 40152 members 
Mstep: Class 50 contains 7663 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13595 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35854 members 
Mstep: Class 58 contains 33678 members 
Mstep: Class 59 contains 7841 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5263 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11717 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4789 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279512.000000 Penalty: 226628.296875
Iteration 201Q: 69 clusters Score -1.172795e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 10431 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 28259 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10131 members 
Mstep: Class 19 contains 20563 members 
Mstep: Class 20 contains 14155 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76394 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37460 members 
Mstep: Class 32 contains 35670 members 
Mstep: Class 33 contains 10072 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 3475 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2665 members 
Mstep: Class 39 contains 10257 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 17592 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36290 members 
Mstep: Class 48 contains 36257 members 
Mstep: Class 49 contains 40141 members 
Mstep: Class 50 contains 7678 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13608 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35853 members 
Mstep: Class 58 contains 33686 members 
Mstep: Class 59 contains 7837 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5265 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11718 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4785 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279416.000000 Penalty: 226628.296875
Iteration 202Q: 69 clusters Score -1.172794e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 10436 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10128 members 
Mstep: Class 19 contains 20559 members 
Mstep: Class 20 contains 14147 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76390 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37455 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10066 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3475 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2661 members 
Mstep: Class 39 contains 10257 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 17593 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36286 members 
Mstep: Class 48 contains 36261 members 
Mstep: Class 49 contains 40137 members 
Mstep: Class 50 contains 7699 members 
Mstep: Class 51 contains 4337 members 
Mstep: Class 52 contains 13611 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35855 members 
Mstep: Class 58 contains 33694 members 
Mstep: Class 59 contains 7832 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5275 members 
Mstep: Class 62 contains 6154 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11720 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4771 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279400.000000 Penalty: 226628.296875
Iteration 203Q: 69 clusters Score -1.172794e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10128 members 
Mstep: Class 19 contains 20558 members 
Mstep: Class 20 contains 14142 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76399 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37442 members 
Mstep: Class 32 contains 35669 members 
Mstep: Class 33 contains 10063 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3475 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 10256 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 17592 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36279 members 
Mstep: Class 48 contains 36265 members 
Mstep: Class 49 contains 40129 members 
Mstep: Class 50 contains 7721 members 
Mstep: Class 51 contains 4339 members 
Mstep: Class 52 contains 13616 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35856 members 
Mstep: Class 58 contains 33701 members 
Mstep: Class 59 contains 7829 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5276 members 
Mstep: Class 62 contains 6156 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4759 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279496.000000 Penalty: 226628.296875
Iteration 204Q: 69 clusters Score -1.172795e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 10452 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33512 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10121 members 
Mstep: Class 19 contains 20553 members 
Mstep: Class 20 contains 14139 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76401 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37444 members 
Mstep: Class 32 contains 35670 members 
Mstep: Class 33 contains 10065 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3475 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2652 members 
Mstep: Class 39 contains 10254 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 17595 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36276 members 
Mstep: Class 48 contains 36272 members 
Mstep: Class 49 contains 40127 members 
Mstep: Class 50 contains 7740 members 
Mstep: Class 51 contains 4341 members 
Mstep: Class 52 contains 13619 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35849 members 
Mstep: Class 58 contains 33704 members 
Mstep: Class 59 contains 7826 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5279 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11698 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4751 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279432.000000 Penalty: 226628.296875
Iteration 205Q: 69 clusters Score -1.172794e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 33514 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 20550 members 
Mstep: Class 20 contains 14135 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76404 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37430 members 
Mstep: Class 32 contains 35672 members 
Mstep: Class 33 contains 10061 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2650 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5248 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36272 members 
Mstep: Class 48 contains 36273 members 
Mstep: Class 49 contains 40116 members 
Mstep: Class 50 contains 7772 members 
Mstep: Class 51 contains 4342 members 
Mstep: Class 52 contains 13623 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35863 members 
Mstep: Class 58 contains 33709 members 
Mstep: Class 59 contains 7826 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5280 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11691 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4729 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279288.000000 Penalty: 226628.296875
Iteration 206Q: 69 clusters Score -1.172793e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 10469 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 33522 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10106 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 14123 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76402 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37429 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10060 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2650 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5248 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36269 members 
Mstep: Class 48 contains 36290 members 
Mstep: Class 49 contains 40117 members 
Mstep: Class 50 contains 7802 members 
Mstep: Class 51 contains 4343 members 
Mstep: Class 52 contains 13626 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35845 members 
Mstep: Class 58 contains 33714 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5281 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11688 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4712 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279360.000000 Penalty: 226628.296875
Iteration 207Q: 69 clusters Score -1.172794e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 33526 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 14107 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76402 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37435 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10063 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2645 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5248 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36267 members 
Mstep: Class 48 contains 36314 members 
Mstep: Class 49 contains 40110 members 
Mstep: Class 50 contains 7840 members 
Mstep: Class 51 contains 4343 members 
Mstep: Class 52 contains 13626 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33717 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5284 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11685 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4687 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279344.000000 Penalty: 226628.296875
Iteration 208Q: 69 clusters Score -1.172793e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33532 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 14084 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76394 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37432 members 
Mstep: Class 32 contains 35667 members 
Mstep: Class 33 contains 10064 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2637 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5246 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36263 members 
Mstep: Class 48 contains 36322 members 
Mstep: Class 49 contains 40107 members 
Mstep: Class 50 contains 7883 members 
Mstep: Class 51 contains 4343 members 
Mstep: Class 52 contains 13626 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35816 members 
Mstep: Class 58 contains 33720 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5285 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11685 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4671 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279440.000000 Penalty: 226628.296875
Iteration 209Q: 69 clusters Score -1.172794e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 33536 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 14046 members 
Mstep: Class 21 contains 12099 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76400 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37428 members 
Mstep: Class 32 contains 35667 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1624 members 
Mstep: Class 38 contains 2622 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 17599 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36265 members 
Mstep: Class 48 contains 36327 members 
Mstep: Class 49 contains 40103 members 
Mstep: Class 50 contains 7931 members 
Mstep: Class 51 contains 4344 members 
Mstep: Class 52 contains 13626 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33724 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5292 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11688 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4652 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279664.000000 Penalty: 226628.296875
Iteration 210Q: 69 clusters Score -1.172797e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 33538 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10087 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76398 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 37425 members 
Mstep: Class 32 contains 35664 members 
Mstep: Class 33 contains 10063 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2618 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5246 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36266 members 
Mstep: Class 48 contains 36329 members 
Mstep: Class 49 contains 40101 members 
Mstep: Class 50 contains 7987 members 
Mstep: Class 51 contains 4342 members 
Mstep: Class 52 contains 13626 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35811 members 
Mstep: Class 58 contains 33726 members 
Mstep: Class 59 contains 7827 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5302 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11689 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4625 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279712.000000 Penalty: 226628.296875
Iteration 211Q: 69 clusters Score -1.172797e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 20 contains 13957 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76390 members 
Mstep: Class 30 contains 10752 members 
Mstep: Class 31 contains 37411 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 10063 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2613 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 17599 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36264 members 
Mstep: Class 48 contains 36332 members 
Mstep: Class 49 contains 40094 members 
Mstep: Class 50 contains 8047 members 
Mstep: Class 51 contains 4341 members 
Mstep: Class 52 contains 13628 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35821 members 
Mstep: Class 58 contains 33729 members 
Mstep: Class 59 contains 7826 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5318 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11695 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4587 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279816.000000 Penalty: 226628.296875
Iteration 212Q: 69 clusters Score -1.172798e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 10501 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 33540 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 13886 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76380 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37394 members 
Mstep: Class 32 contains 35666 members 
Mstep: Class 33 contains 10061 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2600 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5252 members 
Mstep: Class 41 contains 17599 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36263 members 
Mstep: Class 48 contains 36334 members 
Mstep: Class 49 contains 40091 members 
Mstep: Class 50 contains 8109 members 
Mstep: Class 51 contains 4338 members 
Mstep: Class 52 contains 13627 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35836 members 
Mstep: Class 58 contains 33731 members 
Mstep: Class 59 contains 7826 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5351 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11704 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4550 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280152.000000 Penalty: 226628.296875
Iteration 213Q: 69 clusters Score -1.172802e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28262 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 13791 members 
Mstep: Class 21 contains 12095 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76377 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37381 members 
Mstep: Class 32 contains 35662 members 
Mstep: Class 33 contains 10052 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2570 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5253 members 
Mstep: Class 41 contains 17598 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36266 members 
Mstep: Class 48 contains 36335 members 
Mstep: Class 49 contains 40094 members 
Mstep: Class 50 contains 8166 members 
Mstep: Class 51 contains 4334 members 
Mstep: Class 52 contains 13627 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35846 members 
Mstep: Class 58 contains 33735 members 
Mstep: Class 59 contains 7825 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5389 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11710 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4510 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280480.000000 Penalty: 226628.296875
Iteration 214Q: 69 clusters Score -1.172805e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 10503 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10091 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 12094 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76375 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37374 members 
Mstep: Class 32 contains 35660 members 
Mstep: Class 33 contains 10039 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2521 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5256 members 
Mstep: Class 41 contains 17595 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36268 members 
Mstep: Class 48 contains 36326 members 
Mstep: Class 49 contains 40097 members 
Mstep: Class 50 contains 8218 members 
Mstep: Class 51 contains 4327 members 
Mstep: Class 52 contains 13628 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35855 members 
Mstep: Class 58 contains 33738 members 
Mstep: Class 59 contains 7823 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5411 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11717 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4465 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280288.000000 Penalty: 226628.296875
Iteration 215Q: 69 clusters Score -1.172803e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3105 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 33538 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 20539 members 
Mstep: Class 20 contains 13544 members 
Mstep: Class 21 contains 12094 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 315 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76386 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37372 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 10021 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2470 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5257 members 
Mstep: Class 41 contains 17596 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36272 members 
Mstep: Class 48 contains 36325 members 
Mstep: Class 49 contains 40097 members 
Mstep: Class 50 contains 8273 members 
Mstep: Class 51 contains 4327 members 
Mstep: Class 52 contains 13632 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35849 members 
Mstep: Class 58 contains 33740 members 
Mstep: Class 59 contains 7823 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5418 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11710 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4416 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280560.000000 Penalty: 226628.296875
Iteration 216Q: 69 clusters Score -1.172806e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28265 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 33535 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 13434 members 
Mstep: Class 21 contains 12093 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76395 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37367 members 
Mstep: Class 32 contains 35663 members 
Mstep: Class 33 contains 10011 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5257 members 
Mstep: Class 41 contains 17597 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36272 members 
Mstep: Class 48 contains 36323 members 
Mstep: Class 49 contains 40100 members 
Mstep: Class 50 contains 8324 members 
Mstep: Class 51 contains 4328 members 
Mstep: Class 52 contains 13635 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35845 members 
Mstep: Class 58 contains 33740 members 
Mstep: Class 59 contains 7823 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5424 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11714 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4371 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280584.000000 Penalty: 226628.296875
Iteration 217Q: 69 clusters Score -1.172806e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3374 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 33534 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 13345 members 
Mstep: Class 21 contains 12092 members 
Mstep: Class 22 contains 3286 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76394 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37358 members 
Mstep: Class 32 contains 35664 members 
Mstep: Class 33 contains 9995 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2385 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5259 members 
Mstep: Class 41 contains 17603 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36275 members 
Mstep: Class 48 contains 36337 members 
Mstep: Class 49 contains 40098 members 
Mstep: Class 50 contains 8362 members 
Mstep: Class 51 contains 4324 members 
Mstep: Class 52 contains 13641 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35839 members 
Mstep: Class 58 contains 33741 members 
Mstep: Class 59 contains 7822 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5433 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11712 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4335 members 
Mstep: Class 68 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280696.000000 Penalty: 226628.296875
Iteration 218Q: 69 clusters Score -1.172807e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 33970 members 
Mstep: Class 18 contains 10088 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 12091 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76395 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 37347 members 
Mstep: Class 32 contains 35662 members 
Mstep: Class 33 contains 9980 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2352 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5259 members 
Mstep: Class 41 contains 17603 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36275 members 
Mstep: Class 48 contains 36345 members 
Mstep: Class 49 contains 40101 members 
Mstep: Class 50 contains 8388 members 
Mstep: Class 51 contains 4322 members 
Mstep: Class 52 contains 13646 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35846 members 
Mstep: Class 58 contains 33742 members 
Mstep: Class 59 contains 7822 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5441 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11712 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4314 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280824.000000 Penalty: 226628.296875
Iteration 219Q: 69 clusters Score -1.172808e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 13178 members 
Mstep: Class 21 contains 12092 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76392 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37341 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9976 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2316 members 
Mstep: Class 39 contains 10253 members 
Mstep: Class 40 contains 5263 members 
Mstep: Class 41 contains 17606 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36276 members 
Mstep: Class 48 contains 36350 members 
Mstep: Class 49 contains 40097 members 
Mstep: Class 50 contains 8414 members 
Mstep: Class 51 contains 4319 members 
Mstep: Class 52 contains 13649 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35851 members 
Mstep: Class 58 contains 33741 members 
Mstep: Class 59 contains 7821 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5449 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11707 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4293 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280856.000000 Penalty: 226628.296875
Iteration 220F: 69 clusters Score -1.172809e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28265 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33531 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10084 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 13115 members 
Mstep: Class 21 contains 12090 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76402 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37344 members 
Mstep: Class 32 contains 35658 members 
Mstep: Class 33 contains 9970 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3477 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2291 members 
Mstep: Class 39 contains 10254 members 
Mstep: Class 40 contains 5266 members 
Mstep: Class 41 contains 17607 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36278 members 
Mstep: Class 48 contains 36354 members 
Mstep: Class 49 contains 40098 members 
Mstep: Class 50 contains 8438 members 
Mstep: Class 51 contains 4316 members 
Mstep: Class 52 contains 13651 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35836 members 
Mstep: Class 58 contains 33743 members 
Mstep: Class 59 contains 7821 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5458 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11709 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4271 members 
Mstep: Class 68 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280752.000000 Penalty: 226628.296875
Iteration 221Q: 69 clusters Score -1.172808e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28265 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33532 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10084 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 13057 members 
Mstep: Class 21 contains 12088 members 
Mstep: Class 22 contains 3280 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76407 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37340 members 
Mstep: Class 32 contains 35655 members 
Mstep: Class 33 contains 9962 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3478 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 10254 members 
Mstep: Class 40 contains 5266 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36280 members 
Mstep: Class 48 contains 36361 members 
Mstep: Class 49 contains 40100 members 
Mstep: Class 50 contains 8457 members 
Mstep: Class 51 contains 4320 members 
Mstep: Class 52 contains 13654 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35826 members 
Mstep: Class 58 contains 33742 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5458 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11709 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4255 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280904.000000 Penalty: 226628.296875
Iteration 222Q: 69 clusters Score -1.172809e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 10523 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28266 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33532 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10087 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 12086 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76400 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37337 members 
Mstep: Class 32 contains 35654 members 
Mstep: Class 33 contains 9954 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3481 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 10254 members 
Mstep: Class 40 contains 5268 members 
Mstep: Class 41 contains 17608 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36282 members 
Mstep: Class 48 contains 36368 members 
Mstep: Class 49 contains 40097 members 
Mstep: Class 50 contains 8482 members 
Mstep: Class 51 contains 4320 members 
Mstep: Class 52 contains 13659 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35821 members 
Mstep: Class 58 contains 33744 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5456 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11709 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4234 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280800.000000 Penalty: 226628.296875
Iteration 223Q: 69 clusters Score -1.172808e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3435 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28267 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33537 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10087 members 
Mstep: Class 19 contains 20529 members 
Mstep: Class 20 contains 12930 members 
Mstep: Class 21 contains 12086 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76396 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37331 members 
Mstep: Class 32 contains 35657 members 
Mstep: Class 33 contains 9948 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 1625 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 10253 members 
Mstep: Class 40 contains 5269 members 
Mstep: Class 41 contains 17608 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36282 members 
Mstep: Class 48 contains 36382 members 
Mstep: Class 49 contains 40090 members 
Mstep: Class 50 contains 8500 members 
Mstep: Class 51 contains 4322 members 
Mstep: Class 52 contains 13664 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35806 members 
Mstep: Class 58 contains 33746 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5457 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11712 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4219 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280848.000000 Penalty: 226628.296875
Iteration 224Q: 69 clusters Score -1.172808e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3435 members 
Mstep: Class 3 contains 2207 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 28270 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33540 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 20529 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 12086 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76400 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37324 members 
Mstep: Class 32 contains 35662 members 
Mstep: Class 33 contains 9933 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1626 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5270 members 
Mstep: Class 41 contains 17606 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36287 members 
Mstep: Class 48 contains 36392 members 
Mstep: Class 49 contains 40083 members 
Mstep: Class 50 contains 8516 members 
Mstep: Class 51 contains 4320 members 
Mstep: Class 52 contains 13672 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35797 members 
Mstep: Class 58 contains 33748 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5461 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11706 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4204 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281000.000000 Penalty: 226628.296875
Iteration 225Q: 69 clusters Score -1.17281e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33545 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 12798 members 
Mstep: Class 21 contains 12082 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76396 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37313 members 
Mstep: Class 32 contains 35664 members 
Mstep: Class 33 contains 9928 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1628 members 
Mstep: Class 38 contains 2116 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5272 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36287 members 
Mstep: Class 48 contains 36390 members 
Mstep: Class 49 contains 40076 members 
Mstep: Class 50 contains 8526 members 
Mstep: Class 51 contains 4318 members 
Mstep: Class 52 contains 13680 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35805 members 
Mstep: Class 58 contains 33747 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5465 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2654 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11698 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4194 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281176.000000 Penalty: 226628.296875
Iteration 226Q: 69 clusters Score -1.172812e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 3 contains 2210 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4237 members 
Mstep: Class 7 contains 10540 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28272 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33543 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76402 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37312 members 
Mstep: Class 32 contains 35665 members 
Mstep: Class 33 contains 9917 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 2077 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5273 members 
Mstep: Class 41 contains 17612 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36288 members 
Mstep: Class 48 contains 36385 members 
Mstep: Class 49 contains 40073 members 
Mstep: Class 50 contains 8531 members 
Mstep: Class 51 contains 4316 members 
Mstep: Class 52 contains 13682 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35806 members 
Mstep: Class 58 contains 33752 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5467 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11702 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4191 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281112.000000 Penalty: 226628.296875
Iteration 227Q: 69 clusters Score -1.172811e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28273 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33543 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76408 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37301 members 
Mstep: Class 32 contains 35668 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 2043 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17614 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36291 members 
Mstep: Class 48 contains 36386 members 
Mstep: Class 49 contains 40066 members 
Mstep: Class 50 contains 8535 members 
Mstep: Class 51 contains 4313 members 
Mstep: Class 52 contains 13683 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35810 members 
Mstep: Class 58 contains 33756 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2978 members 
Mstep: Class 61 contains 5472 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11706 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4193 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281112.000000 Penalty: 226628.296875
Iteration 228Q: 69 clusters Score -1.172811e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 28274 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10082 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 12649 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76416 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37298 members 
Mstep: Class 32 contains 35669 members 
Mstep: Class 33 contains 9882 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 2009 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17617 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36294 members 
Mstep: Class 48 contains 36383 members 
Mstep: Class 49 contains 40060 members 
Mstep: Class 50 contains 8541 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13683 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35808 members 
Mstep: Class 58 contains 33763 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5480 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11711 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4192 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281248.000000 Penalty: 226628.296875
Iteration 229Q: 69 clusters Score -1.172812e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 10556 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28274 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33541 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10081 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 20 contains 12609 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76422 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37292 members 
Mstep: Class 32 contains 35667 members 
Mstep: Class 33 contains 9864 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3485 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1994 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17617 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36297 members 
Mstep: Class 48 contains 36380 members 
Mstep: Class 49 contains 40058 members 
Mstep: Class 50 contains 8543 members 
Mstep: Class 51 contains 4313 members 
Mstep: Class 52 contains 13685 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35811 members 
Mstep: Class 58 contains 33768 members 
Mstep: Class 59 contains 7819 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5481 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1927 members 
Mstep: Class 65 contains 11723 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4191 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281240.000000 Penalty: 226628.296875
Iteration 230Q: 69 clusters Score -1.172812e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 28276 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 33538 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3093 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76427 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37287 members 
Mstep: Class 32 contains 35663 members 
Mstep: Class 33 contains 9844 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3484 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1982 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17615 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36297 members 
Mstep: Class 48 contains 36383 members 
Mstep: Class 49 contains 40058 members 
Mstep: Class 50 contains 8548 members 
Mstep: Class 51 contains 4312 members 
Mstep: Class 52 contains 13685 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33774 members 
Mstep: Class 59 contains 7817 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5481 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1926 members 
Mstep: Class 65 contains 11731 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4190 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281160.000000 Penalty: 226628.296875
Iteration 231Q: 69 clusters Score -1.172812e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28278 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33544 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 20517 members 
Mstep: Class 20 contains 12557 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37282 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9834 members 
Mstep: Class 34 contains 1030 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1964 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17619 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36303 members 
Mstep: Class 48 contains 36395 members 
Mstep: Class 49 contains 40058 members 
Mstep: Class 50 contains 8554 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13686 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35807 members 
Mstep: Class 58 contains 33776 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5484 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1925 members 
Mstep: Class 65 contains 11733 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 4185 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281400.000000 Penalty: 226628.296875
Iteration 232Q: 69 clusters Score -1.172814e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 10562 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33549 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10073 members 
Mstep: Class 19 contains 20511 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76417 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37279 members 
Mstep: Class 32 contains 35660 members 
Mstep: Class 33 contains 9823 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1949 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36304 members 
Mstep: Class 48 contains 36394 members 
Mstep: Class 49 contains 40061 members 
Mstep: Class 50 contains 8561 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13688 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35819 members 
Mstep: Class 58 contains 33780 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5488 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11734 members 
Mstep: Class 66 contains 3049 members 
Mstep: Class 67 contains 4179 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281504.000000 Penalty: 226628.296875
Iteration 233Q: 69 clusters Score -1.172815e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 10568 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33550 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10068 members 
Mstep: Class 19 contains 20510 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76416 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37279 members 
Mstep: Class 32 contains 35660 members 
Mstep: Class 33 contains 9808 members 
Mstep: Class 34 contains 1029 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1940 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17622 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36401 members 
Mstep: Class 49 contains 40055 members 
Mstep: Class 50 contains 8564 members 
Mstep: Class 51 contains 4311 members 
Mstep: Class 52 contains 13692 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35817 members 
Mstep: Class 58 contains 33780 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5488 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11735 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4174 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281528.000000 Penalty: 226628.296875
Iteration 234Q: 69 clusters Score -1.172815e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 10570 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 20507 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76422 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37271 members 
Mstep: Class 32 contains 35660 members 
Mstep: Class 33 contains 9798 members 
Mstep: Class 34 contains 1028 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3482 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10251 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17622 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36305 members 
Mstep: Class 48 contains 36404 members 
Mstep: Class 49 contains 40056 members 
Mstep: Class 50 contains 8570 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13693 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35818 members 
Mstep: Class 58 contains 33782 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5492 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11734 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4168 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281480.000000 Penalty: 226628.296875
Iteration 235Q: 69 clusters Score -1.172815e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33558 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 20499 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76423 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37269 members 
Mstep: Class 32 contains 35659 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36304 members 
Mstep: Class 48 contains 36405 members 
Mstep: Class 49 contains 40060 members 
Mstep: Class 50 contains 8573 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13694 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35817 members 
Mstep: Class 58 contains 33788 members 
Mstep: Class 59 contains 7818 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5495 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11725 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4165 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281544.000000 Penalty: 226628.296875
Iteration 236Q: 69 clusters Score -1.172815e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4603 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 20493 members 
Mstep: Class 20 contains 12494 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76426 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37267 members 
Mstep: Class 32 contains 35658 members 
Mstep: Class 33 contains 9784 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3479 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 10252 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36304 members 
Mstep: Class 48 contains 36401 members 
Mstep: Class 49 contains 40057 members 
Mstep: Class 50 contains 8577 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13692 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35820 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7817 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5496 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11727 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4161 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281424.000000 Penalty: 226628.296875
Iteration 237Q: 69 clusters Score -1.172814e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2302 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35659 members 
Mstep: Class 33 contains 9781 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3479 members 
Mstep: Class 37 contains 1631 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36403 members 
Mstep: Class 49 contains 40057 members 
Mstep: Class 50 contains 8582 members 
Mstep: Class 51 contains 4310 members 
Mstep: Class 52 contains 13690 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35817 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5495 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11729 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4156 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281536.000000 Penalty: 226628.296875
Iteration 238Q: 69 clusters Score -1.172815e+08 nChanged 65
Entering ConstructFrom: 
Score: -117281536.000000 Penalty: 226628.296875
Entering ConstructFrom: 
Trying to split cluster 1 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -728111.687500 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -728111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -723999.750000 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -723999.8 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -725069.625000 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -725069.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -725488.375000 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -725488.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -725827.312500 Penalty: 4164.492676
	Iteration 3F: 3 clusters Score -725827.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -726131.375000 Penalty: 4164.492676
	Iteration 4F: 3 clusters Score -726131.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -726423.375000 Penalty: 4164.492676
	Iteration 5F: 3 clusters Score -726423.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -726651.750000 Penalty: 4164.492676
	Iteration 6F: 3 clusters Score -726651.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -726786.125000 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -726786.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -726876.312500 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -726876.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -726946.437500 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -726946.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -727005.687500 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -727005.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -727050.250000 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -727050.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -727081.562500 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -727081.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -727120.812500 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -727120.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -727149.625000 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -727149.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -727169.500000 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -727169.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -727186.562500 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -727186.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -727215.062500 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -727215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -727239.812500 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -727239.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -727257.812500 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -727257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -727270.125000 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -727270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -727295.312500 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -727295.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -727314.625000 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -727314.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -727331.000000 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -727331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -727337.875000 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -727337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -727343.750000 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -727343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -727348.000000 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -727348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -727349.875000 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -727349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -727352.437500 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -727352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -727351.750000 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -727351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -727352.250000 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -727352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -727352.250000 Penalty: 4164.492676
	Iteration 31F: 3 clusters Score -727352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -588251.750000 Penalty: 2019.736328
	Iteration 0F: 2 clusters Score -588251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -584679.125000 Penalty: 4039.472656
	Iteration 0F: 3 clusters Score -584679.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -585471.000000 Penalty: 4039.472656
	Iteration 1F: 3 clusters Score -585471 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -585629.062500 Penalty: 4039.472656
	Iteration 2F: 3 clusters Score -585629.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -585725.187500 Penalty: 4039.472656
	Iteration 3Q: 3 clusters Score -585725.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -585791.937500 Penalty: 4039.472656
	Iteration 4Q: 3 clusters Score -585791.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -585847.687500 Penalty: 4039.472656
	Iteration 5Q: 3 clusters Score -585847.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -585897.375000 Penalty: 4039.472656
	Iteration 6Q: 3 clusters Score -585897.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -585937.687500 Penalty: 4039.472656
	Iteration 7Q: 3 clusters Score -585937.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -585968.375000 Penalty: 4039.472656
	Iteration 8Q: 3 clusters Score -585968.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -586005.500000 Penalty: 4039.472656
	Iteration 9Q: 3 clusters Score -586005.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -586049.875000 Penalty: 4039.472656
	Iteration 10Q: 3 clusters Score -586049.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -586094.875000 Penalty: 4039.472656
	Iteration 11Q: 3 clusters Score -586094.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -586127.437500 Penalty: 4039.472656
	Iteration 12Q: 3 clusters Score -586127.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -586158.500000 Penalty: 4039.472656
	Iteration 13Q: 3 clusters Score -586158.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -586190.312500 Penalty: 4039.472656
	Iteration 14Q: 3 clusters Score -586190.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -586220.187500 Penalty: 4039.472656
	Iteration 15Q: 3 clusters Score -586220.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -586246.562500 Penalty: 4039.472656
	Iteration 16Q: 3 clusters Score -586246.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -586281.625000 Penalty: 4039.472656
	Iteration 17Q: 3 clusters Score -586281.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -586313.562500 Penalty: 4039.472656
	Iteration 18Q: 3 clusters Score -586313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -586336.562500 Penalty: 4039.472656
	Iteration 19Q: 3 clusters Score -586336.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -586361.187500 Penalty: 4039.472656
	Iteration 20F: 3 clusters Score -586361.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -586389.437500 Penalty: 4039.472656
	Iteration 21Q: 3 clusters Score -586389.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -586421.625000 Penalty: 4039.472656
	Iteration 22Q: 3 clusters Score -586421.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -586450.875000 Penalty: 4039.472656
	Iteration 23Q: 3 clusters Score -586450.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -586473.500000 Penalty: 4039.472656
	Iteration 24Q: 3 clusters Score -586473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -586492.375000 Penalty: 4039.472656
	Iteration 25Q: 3 clusters Score -586492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -586500.062500 Penalty: 4039.472656
	Iteration 26Q: 3 clusters Score -586500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -586508.750000 Penalty: 4039.472656
	Iteration 27Q: 3 clusters Score -586508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -586516.625000 Penalty: 4039.472656
	Iteration 28Q: 3 clusters Score -586516.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -586523.562500 Penalty: 4039.472656
	Iteration 29Q: 3 clusters Score -586523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -586526.500000 Penalty: 4039.472656
	Iteration 30Q: 3 clusters Score -586526.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -586530.750000 Penalty: 4039.472656
	Iteration 31Q: 3 clusters Score -586530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -586535.125000 Penalty: 4039.472656
	Iteration 32Q: 3 clusters Score -586535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -586537.437500 Penalty: 4039.472656
	Iteration 33Q: 3 clusters Score -586537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -586539.062500 Penalty: 4039.472656
	Iteration 34Q: 3 clusters Score -586539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -586542.312500 Penalty: 4039.472656
	Iteration 35Q: 3 clusters Score -586542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -586545.437500 Penalty: 4039.472656
	Iteration 36Q: 3 clusters Score -586545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -586549.312500 Penalty: 4039.472656
	Iteration 37Q: 3 clusters Score -586549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -586553.437500 Penalty: 4039.472656
	Iteration 38Q: 3 clusters Score -586553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -586553.812500 Penalty: 4039.472656
	Iteration 39Q: 3 clusters Score -586553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -586555.000000 Penalty: 4039.472656
	Iteration 40F: 3 clusters Score -586555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -586557.062500 Penalty: 4039.472656
	Iteration 41Q: 3 clusters Score -586557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -586557.062500 Penalty: 4039.472656
	Iteration 42F: 3 clusters Score -586557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -356029.156250 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -356029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -353252.906250 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -353252.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -353849.250000 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -353849.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -354088.718750 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -354088.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -354343.218750 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -354343.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -354570.781250 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -354570.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -354783.750000 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -354783.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -354937.156250 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -354937.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -355032.906250 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -355032.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -355096.312500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -355096.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -355144.625000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -355144.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -355171.281250 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -355171.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -355186.062500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -355186.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -355203.593750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -355203.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355215.781250 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -355215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -355218.718750 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -355218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -355220.312500 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -355220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -355222.500000 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -355222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -355223.812500 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -355223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -355224.343750 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -355224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -355224.343750 Penalty: 3821.586670
	Iteration 19F: 3 clusters Score -355224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -172623.406250 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -172623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170616.062500 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -170616.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -170961.765625 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -170961.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -171122.421875 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -171122.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171207.484375 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -171207.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -171292.921875 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -171292.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171377.187500 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -171377.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171441.093750 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -171441.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171486.093750 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -171486.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171510.484375 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -171510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171532.109375 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -171532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -171555.609375 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -171555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171578.312500 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -171578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171589.312500 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -171589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171592.281250 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -171592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171599.375000 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -171599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171605.562500 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -171605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -171607.875000 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -171607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171613.312500 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -171613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171616.750000 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -171616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171617.625000 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -171617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171621.015625 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -171621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -171624.265625 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -171624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -171632.296875 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -171632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -171634.093750 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -171634.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171636.687500 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -171636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171640.734375 Penalty: 3478.902100
	Iteration 25Q: 3 clusters Score -171640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -171647.093750 Penalty: 3478.902100
	Iteration 26Q: 3 clusters Score -171647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171653.328125 Penalty: 3478.902100
	Iteration 27Q: 3 clusters Score -171653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171654.718750 Penalty: 3478.902100
	Iteration 28Q: 3 clusters Score -171654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171663.187500 Penalty: 3478.902100
	Iteration 29Q: 3 clusters Score -171663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171669.421875 Penalty: 3478.902100
	Iteration 30Q: 3 clusters Score -171669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -171670.265625 Penalty: 3478.902100
	Iteration 31Q: 3 clusters Score -171670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171670.187500 Penalty: 3478.902100
	Iteration 32Q: 3 clusters Score -171670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171670.187500 Penalty: 3478.902100
	Iteration 33F: 3 clusters Score -171670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -945458.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -945458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -940779.875000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -940779.9 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -941927.437500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -941927.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -942168.687500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -942168.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -942332.500000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -942332.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -942440.375000 Penalty: 4254.737793
	Iteration 4Q: 3 clusters Score -942440.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -942537.937500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -942537.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -942626.687500 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -942626.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -942705.562500 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -942705.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -942766.812500 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -942766.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -942807.062500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -942807.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -942836.187500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -942836.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -942864.437500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -942864.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -942884.187500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -942884.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -942900.437500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -942900.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -942920.437500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -942920.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -942940.062500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -942940.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -942958.187500 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -942958.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -942974.375000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -942974.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -942993.250000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -942993.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -943020.312500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -943020.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -943039.937500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -943039.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -943065.750000 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -943065.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -943089.625000 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -943089.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -943113.125000 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -943113.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -943141.625000 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -943141.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -943176.687500 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -943176.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -943224.312500 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -943224.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -943267.625000 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -943267.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -943316.687500 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -943316.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -943373.875000 Penalty: 4254.737793
	Iteration 29Q: 3 clusters Score -943373.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -943426.125000 Penalty: 4254.737793
	Iteration 30Q: 3 clusters Score -943426.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -943485.625000 Penalty: 4254.737793
	Iteration 31Q: 3 clusters Score -943485.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -943541.437500 Penalty: 4254.737793
	Iteration 32Q: 3 clusters Score -943541.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -943586.875000 Penalty: 4254.737793
	Iteration 33Q: 3 clusters Score -943586.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -943618.250000 Penalty: 4254.737793
	Iteration 34Q: 3 clusters Score -943618.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -943647.312500 Penalty: 4254.737793
	Iteration 35Q: 3 clusters Score -943647.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -943660.187500 Penalty: 4254.737793
	Iteration 36Q: 3 clusters Score -943660.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -943671.250000 Penalty: 4254.737793
	Iteration 37Q: 3 clusters Score -943671.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -943676.750000 Penalty: 4254.737793
	Iteration 38Q: 3 clusters Score -943676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -943680.312500 Penalty: 4254.737793
	Iteration 39Q: 3 clusters Score -943680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -943685.312500 Penalty: 4254.737793
	Iteration 40F: 3 clusters Score -943685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -943692.250000 Penalty: 4254.737793
	Iteration 41Q: 3 clusters Score -943692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -943702.875000 Penalty: 4254.737793
	Iteration 42Q: 3 clusters Score -943702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -943706.062500 Penalty: 4254.737793
	Iteration 43Q: 3 clusters Score -943706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -943711.500000 Penalty: 4254.737793
	Iteration 44Q: 3 clusters Score -943711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -943712.687500 Penalty: 4254.737793
	Iteration 45Q: 3 clusters Score -943712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -943712.875000 Penalty: 4254.737793
	Iteration 46Q: 3 clusters Score -943712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -943714.625000 Penalty: 4254.737793
	Iteration 47Q: 3 clusters Score -943714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -943713.625000 Penalty: 4254.737793
	Iteration 48Q: 3 clusters Score -943713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -943715.437500 Penalty: 4254.737793
	Iteration 49Q: 3 clusters Score -943715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -943717.375000 Penalty: 4254.737793
	Iteration 50Q: 3 clusters Score -943717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -943717.500000 Penalty: 4254.737793
	Iteration 51Q: 3 clusters Score -943717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -943717.812500 Penalty: 4254.737793
	Iteration 52Q: 3 clusters Score -943717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -943719.625000 Penalty: 4254.737793
	Iteration 53Q: 3 clusters Score -943719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -943719.250000 Penalty: 4254.737793
	Iteration 54Q: 3 clusters Score -943719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -943719.500000 Penalty: 4254.737793
	Iteration 55Q: 3 clusters Score -943719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -943721.250000 Penalty: 4254.737793
	Iteration 56Q: 3 clusters Score -943721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -943724.062500 Penalty: 4254.737793
	Iteration 57Q: 3 clusters Score -943724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -943724.937500 Penalty: 4254.737793
	Iteration 58Q: 3 clusters Score -943724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -943724.500000 Penalty: 4254.737793
	Iteration 59Q: 3 clusters Score -943724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -943726.750000 Penalty: 4254.737793
	Iteration 60F: 3 clusters Score -943726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -943728.062500 Penalty: 4254.737793
	Iteration 61Q: 3 clusters Score -943728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -943731.437500 Penalty: 4254.737793
	Iteration 62Q: 3 clusters Score -943731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -943734.812500 Penalty: 4254.737793
	Iteration 63Q: 3 clusters Score -943734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -943737.812500 Penalty: 4254.737793
	Iteration 64Q: 3 clusters Score -943737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -943738.750000 Penalty: 4254.737793
	Iteration 65Q: 3 clusters Score -943738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -943738.875000 Penalty: 4254.737793
	Iteration 66Q: 3 clusters Score -943738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -943743.125000 Penalty: 4254.737793
	Iteration 67Q: 3 clusters Score -943743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -943747.625000 Penalty: 4254.737793
	Iteration 68Q: 3 clusters Score -943747.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -943752.500000 Penalty: 4254.737793
	Iteration 69Q: 3 clusters Score -943752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -943757.250000 Penalty: 4254.737793
	Iteration 70Q: 3 clusters Score -943757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -943759.562500 Penalty: 4254.737793
	Iteration 71Q: 3 clusters Score -943759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -943765.625000 Penalty: 4254.737793
	Iteration 72Q: 3 clusters Score -943765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -943766.312500 Penalty: 4254.737793
	Iteration 73Q: 3 clusters Score -943766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -943767.562500 Penalty: 4254.737793
	Iteration 74Q: 3 clusters Score -943767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -943769.750000 Penalty: 4254.737793
	Iteration 75Q: 3 clusters Score -943769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -943769.437500 Penalty: 4254.737793
	Iteration 76Q: 3 clusters Score -943769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -943769.437500 Penalty: 4254.737793
	Iteration 77F: 3 clusters Score -943769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -747558.500000 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -747558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -743302.312500 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -743302.3 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -744677.687500 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -744677.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -745404.125000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -745404.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -745998.312500 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -745998.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -746433.437500 Penalty: 4185.000000
	Iteration 4F: 3 clusters Score -746433.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -746852.000000 Penalty: 4185.000000
	Iteration 5F: 3 clusters Score -746852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -747133.187500 Penalty: 4185.000000
	Iteration 6F: 3 clusters Score -747133.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -747285.187500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -747285.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -747369.187500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -747369.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -747418.875000 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -747418.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -747449.062500 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -747449.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -747481.062500 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -747481.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -747530.062500 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -747530.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -747572.750000 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -747572.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -747595.125000 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -747595.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -747613.125000 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -747613.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -747628.500000 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -747628.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -747639.625000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -747639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -747648.625000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -747648.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -747654.937500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -747654.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -747662.687500 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -747662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -747673.500000 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -747673.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -747679.125000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -747679.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -747688.062500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -747688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -747694.625000 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -747694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -747697.312500 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -747697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -747699.437500 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -747699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -747702.625000 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -747702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -747702.562500 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -747702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -747702.812500 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -747702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -747705.312500 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -747705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -747704.187500 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -747704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -747704.500000 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -747704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -747704.500000 Penalty: 4185.000000
	Iteration 33F: 3 clusters Score -747704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 2697 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1632 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36404 members 
Mstep: Class 49 contains 40055 members 
Mstep: Class 50 contains 8589 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5496 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11731 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4149 members 
Mstep: Class 68 contains 2909 members 
Mstep: Class 69 contains 1920 members 
Entering Unmasked Estep 
Score: -117280304.000000 Penalty: 229961.078125
Splitting cluster 6 changes total score from -117281536.000000 to -117280304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Entering Unmasked Estep 
Score: -1771373.500000 Penalty: 2298.052734
	Iteration 0F: 2 clusters Score -1771374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1763352.625000 Penalty: 4596.105469
	Iteration 0F: 3 clusters Score -1763353 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1765743.125000 Penalty: 4596.105469
	Iteration 1F: 3 clusters Score -1765743 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1766044.625000 Penalty: 4596.105469
	Iteration 2F: 3 clusters Score -1766045 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1766251.125000 Penalty: 4596.105469
	Iteration 3Q: 3 clusters Score -1766251 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1766406.750000 Penalty: 4596.105469
	Iteration 4Q: 3 clusters Score -1766407 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1766551.125000 Penalty: 4596.105469
	Iteration 5Q: 3 clusters Score -1766551 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1766669.750000 Penalty: 4596.105469
	Iteration 6Q: 3 clusters Score -1766670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1766773.375000 Penalty: 4596.105469
	Iteration 7Q: 3 clusters Score -1766773 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1766866.875000 Penalty: 4596.105469
	Iteration 8Q: 3 clusters Score -1766867 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1766956.625000 Penalty: 4596.105469
	Iteration 9Q: 3 clusters Score -1766957 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1767055.000000 Penalty: 4596.105469
	Iteration 10Q: 3 clusters Score -1767055 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1767145.125000 Penalty: 4596.105469
	Iteration 11Q: 3 clusters Score -1767145 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1767214.750000 Penalty: 4596.105469
	Iteration 12Q: 3 clusters Score -1767215 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1767295.750000 Penalty: 4596.105469
	Iteration 13Q: 3 clusters Score -1767296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1767375.625000 Penalty: 4596.105469
	Iteration 14Q: 3 clusters Score -1767376 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1767467.000000 Penalty: 4596.105469
	Iteration 15Q: 3 clusters Score -1767467 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1767565.875000 Penalty: 4596.105469
	Iteration 16Q: 3 clusters Score -1767566 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1767685.500000 Penalty: 4596.105469
	Iteration 17Q: 3 clusters Score -1767686 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1767838.000000 Penalty: 4596.105469
	Iteration 18Q: 3 clusters Score -1767838 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1767974.875000 Penalty: 4596.105469
	Iteration 19Q: 3 clusters Score -1767975 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1768140.250000 Penalty: 4596.105469
	Iteration 20F: 3 clusters Score -1768140 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1768319.875000 Penalty: 4596.105469
	Iteration 21Q: 3 clusters Score -1768320 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1768494.000000 Penalty: 4596.105469
	Iteration 22Q: 3 clusters Score -1768494 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1768672.000000 Penalty: 4596.105469
	Iteration 23Q: 3 clusters Score -1768672 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1768840.375000 Penalty: 4596.105469
	Iteration 24Q: 3 clusters Score -1768840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1768970.375000 Penalty: 4596.105469
	Iteration 25Q: 3 clusters Score -1768970 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1769065.375000 Penalty: 4596.105469
	Iteration 26Q: 3 clusters Score -1769065 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1769150.000000 Penalty: 4596.105469
	Iteration 27Q: 3 clusters Score -1769150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1769212.750000 Penalty: 4596.105469
	Iteration 28Q: 3 clusters Score -1769213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1769266.375000 Penalty: 4596.105469
	Iteration 29Q: 3 clusters Score -1769266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1769309.875000 Penalty: 4596.105469
	Iteration 30Q: 3 clusters Score -1769310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1769345.375000 Penalty: 4596.105469
	Iteration 31Q: 3 clusters Score -1769345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1769375.125000 Penalty: 4596.105469
	Iteration 32Q: 3 clusters Score -1769375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1769421.875000 Penalty: 4596.105469
	Iteration 33Q: 3 clusters Score -1769422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1769456.875000 Penalty: 4596.105469
	Iteration 34Q: 3 clusters Score -1769457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1769485.875000 Penalty: 4596.105469
	Iteration 35Q: 3 clusters Score -1769486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1769505.875000 Penalty: 4596.105469
	Iteration 36Q: 3 clusters Score -1769506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1769527.125000 Penalty: 4596.105469
	Iteration 37Q: 3 clusters Score -1769527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1769549.250000 Penalty: 4596.105469
	Iteration 38Q: 3 clusters Score -1769549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1769576.375000 Penalty: 4596.105469
	Iteration 39Q: 3 clusters Score -1769576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1769588.875000 Penalty: 4596.105469
	Iteration 40F: 3 clusters Score -1769589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1769597.000000 Penalty: 4596.105469
	Iteration 41Q: 3 clusters Score -1769597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1769606.000000 Penalty: 4596.105469
	Iteration 42Q: 3 clusters Score -1769606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1769618.625000 Penalty: 4596.105469
	Iteration 43Q: 3 clusters Score -1769619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1769629.000000 Penalty: 4596.105469
	Iteration 44Q: 3 clusters Score -1769629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1769638.000000 Penalty: 4596.105469
	Iteration 45Q: 3 clusters Score -1769638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1769647.625000 Penalty: 4596.105469
	Iteration 46Q: 3 clusters Score -1769648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1769654.875000 Penalty: 4596.105469
	Iteration 47Q: 3 clusters Score -1769655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1769657.375000 Penalty: 4596.105469
	Iteration 48Q: 3 clusters Score -1769657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1769663.000000 Penalty: 4596.105469
	Iteration 49Q: 3 clusters Score -1769663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1769667.125000 Penalty: 4596.105469
	Iteration 50Q: 3 clusters Score -1769667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1769672.250000 Penalty: 4596.105469
	Iteration 51Q: 3 clusters Score -1769672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1769672.750000 Penalty: 4596.105469
	Iteration 52Q: 3 clusters Score -1769673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1769672.500000 Penalty: 4596.105469
	Iteration 53Q: 3 clusters Score -1769672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1769676.000000 Penalty: 4596.105469
	Iteration 54Q: 3 clusters Score -1769676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1769672.625000 Penalty: 4596.105469
	Iteration 55Q: 3 clusters Score -1769673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1769676.125000 Penalty: 4596.105469
	Iteration 56Q: 3 clusters Score -1769676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1769676.625000 Penalty: 4596.105469
	Iteration 57Q: 3 clusters Score -1769677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1769679.250000 Penalty: 4596.105469
	Iteration 58Q: 3 clusters Score -1769679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1769681.500000 Penalty: 4596.105469
	Iteration 59Q: 3 clusters Score -1769682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1769680.250000 Penalty: 4596.105469
	Iteration 60F: 3 clusters Score -1769680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -599821.812500 Penalty: 2027.466064
	Iteration 0F: 2 clusters Score -599821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -596257.312500 Penalty: 4054.932129
	Iteration 0F: 3 clusters Score -596257.3 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -597143.125000 Penalty: 4054.932129
	Iteration 1F: 3 clusters Score -597143.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -597495.875000 Penalty: 4054.932129
	Iteration 2F: 3 clusters Score -597495.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -597812.687500 Penalty: 4054.932129
	Iteration 3F: 3 clusters Score -597812.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -598008.937500 Penalty: 4054.932129
	Iteration 4F: 3 clusters Score -598008.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -598153.062500 Penalty: 4054.932129
	Iteration 5Q: 3 clusters Score -598153.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -598253.625000 Penalty: 4054.932129
	Iteration 6Q: 3 clusters Score -598253.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -598368.750000 Penalty: 4054.932129
	Iteration 7Q: 3 clusters Score -598368.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -598488.437500 Penalty: 4054.932129
	Iteration 8Q: 3 clusters Score -598488.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -598588.312500 Penalty: 4054.932129
	Iteration 9Q: 3 clusters Score -598588.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -598679.562500 Penalty: 4054.932129
	Iteration 10Q: 3 clusters Score -598679.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -598750.562500 Penalty: 4054.932129
	Iteration 11Q: 3 clusters Score -598750.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -598793.875000 Penalty: 4054.932129
	Iteration 12Q: 3 clusters Score -598793.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -598832.062500 Penalty: 4054.932129
	Iteration 13Q: 3 clusters Score -598832.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -598868.812500 Penalty: 4054.932129
	Iteration 14Q: 3 clusters Score -598868.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -598901.687500 Penalty: 4054.932129
	Iteration 15Q: 3 clusters Score -598901.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -598920.937500 Penalty: 4054.932129
	Iteration 16Q: 3 clusters Score -598920.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -598933.625000 Penalty: 4054.932129
	Iteration 17Q: 3 clusters Score -598933.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -598944.437500 Penalty: 4054.932129
	Iteration 18Q: 3 clusters Score -598944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -598954.312500 Penalty: 4054.932129
	Iteration 19Q: 3 clusters Score -598954.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -598965.750000 Penalty: 4054.932129
	Iteration 20F: 3 clusters Score -598965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -598976.062500 Penalty: 4054.932129
	Iteration 21Q: 3 clusters Score -598976.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -598984.125000 Penalty: 4054.932129
	Iteration 22Q: 3 clusters Score -598984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -598989.500000 Penalty: 4054.932129
	Iteration 23Q: 3 clusters Score -598989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -598993.250000 Penalty: 4054.932129
	Iteration 24Q: 3 clusters Score -598993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -598996.000000 Penalty: 4054.932129
	Iteration 25Q: 3 clusters Score -598996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -598997.687500 Penalty: 4054.932129
	Iteration 26Q: 3 clusters Score -598997.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -599001.062500 Penalty: 4054.932129
	Iteration 27Q: 3 clusters Score -599001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -599002.562500 Penalty: 4054.932129
	Iteration 28Q: 3 clusters Score -599002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -599003.625000 Penalty: 4054.932129
	Iteration 29Q: 3 clusters Score -599003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -599006.062500 Penalty: 4054.932129
	Iteration 30Q: 3 clusters Score -599006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -599006.062500 Penalty: 4054.932129
	Iteration 31F: 3 clusters Score -599006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Entering Unmasked Estep 
Score: -5101914.500000 Penalty: 2541.977783
	Iteration 0F: 2 clusters Score -5101914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5082626.500000 Penalty: 5083.955566
	Iteration 0F: 3 clusters Score -5082626 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5089488.500000 Penalty: 5083.955566
	Iteration 1F: 3 clusters Score -5089488 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -5090016.500000 Penalty: 5083.955566
	Iteration 2Q: 3 clusters Score -5090016 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5090577.000000 Penalty: 5083.955566
	Iteration 3Q: 3 clusters Score -5090577 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5091327.500000 Penalty: 5083.955566
	Iteration 4Q: 3 clusters Score -5091328 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -5092250.000000 Penalty: 5083.955566
	Iteration 5Q: 3 clusters Score -5092250 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5093237.500000 Penalty: 5083.955566
	Iteration 6F: 3 clusters Score -5093238 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5094362.000000 Penalty: 5083.955566
	Iteration 7F: 3 clusters Score -5094362 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5095457.500000 Penalty: 5083.955566
	Iteration 8F: 3 clusters Score -5095458 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5096457.500000 Penalty: 5083.955566
	Iteration 9Q: 3 clusters Score -5096458 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5097267.000000 Penalty: 5083.955566
	Iteration 10Q: 3 clusters Score -5097267 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5097920.500000 Penalty: 5083.955566
	Iteration 11Q: 3 clusters Score -5097920 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5098452.500000 Penalty: 5083.955566
	Iteration 12Q: 3 clusters Score -5098452 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5098840.500000 Penalty: 5083.955566
	Iteration 13Q: 3 clusters Score -5098840 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5099115.500000 Penalty: 5083.955566
	Iteration 14Q: 3 clusters Score -5099116 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5099309.500000 Penalty: 5083.955566
	Iteration 15Q: 3 clusters Score -5099310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5099454.500000 Penalty: 5083.955566
	Iteration 16Q: 3 clusters Score -5099454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5099538.000000 Penalty: 5083.955566
	Iteration 17Q: 3 clusters Score -5099538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5099593.500000 Penalty: 5083.955566
	Iteration 18Q: 3 clusters Score -5099594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -5099623.500000 Penalty: 5083.955566
	Iteration 19Q: 3 clusters Score -5099624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5099655.000000 Penalty: 5083.955566
	Iteration 20F: 3 clusters Score -5099655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5099688.000000 Penalty: 5083.955566
	Iteration 21Q: 3 clusters Score -5099688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5099713.000000 Penalty: 5083.955566
	Iteration 22Q: 3 clusters Score -5099713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5099734.000000 Penalty: 5083.955566
	Iteration 23Q: 3 clusters Score -5099734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5099753.500000 Penalty: 5083.955566
	Iteration 24Q: 3 clusters Score -5099754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5099767.000000 Penalty: 5083.955566
	Iteration 25Q: 3 clusters Score -5099767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5099769.000000 Penalty: 5083.955566
	Iteration 26Q: 3 clusters Score -5099769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5099779.000000 Penalty: 5083.955566
	Iteration 27Q: 3 clusters Score -5099779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5099793.000000 Penalty: 5083.955566
	Iteration 28Q: 3 clusters Score -5099793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5099804.500000 Penalty: 5083.955566
	Iteration 29Q: 3 clusters Score -5099804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -5099816.000000 Penalty: 5083.955566
	Iteration 30Q: 3 clusters Score -5099816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -5099832.000000 Penalty: 5083.955566
	Iteration 31Q: 3 clusters Score -5099832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5099837.000000 Penalty: 5083.955566
	Iteration 32Q: 3 clusters Score -5099837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5099844.500000 Penalty: 5083.955566
	Iteration 33Q: 3 clusters Score -5099844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5099855.000000 Penalty: 5083.955566
	Iteration 34Q: 3 clusters Score -5099855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5099866.000000 Penalty: 5083.955566
	Iteration 35Q: 3 clusters Score -5099866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5099870.000000 Penalty: 5083.955566
	Iteration 36Q: 3 clusters Score -5099870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5099864.500000 Penalty: 5083.955566
	Iteration 37Q: 3 clusters Score -5099864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -5099873.000000 Penalty: 5083.955566
	Iteration 38Q: 3 clusters Score -5099873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -5099877.000000 Penalty: 5083.955566
	Iteration 39Q: 3 clusters Score -5099877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -5099874.000000 Penalty: 5083.955566
	Iteration 40F: 3 clusters Score -5099874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5099876.000000 Penalty: 5083.955566
	Iteration 41Q: 3 clusters Score -5099876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -5099878.000000 Penalty: 5083.955566
	Iteration 42Q: 3 clusters Score -5099878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5099874.500000 Penalty: 5083.955566
	Iteration 43Q: 3 clusters Score -5099874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5099879.500000 Penalty: 5083.955566
	Iteration 44Q: 3 clusters Score -5099880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5099883.500000 Penalty: 5083.955566
	Iteration 45Q: 3 clusters Score -5099884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5099889.000000 Penalty: 5083.955566
	Iteration 46Q: 3 clusters Score -5099889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -5099885.500000 Penalty: 5083.955566
	Iteration 47Q: 3 clusters Score -5099886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -5099891.000000 Penalty: 5083.955566
	Iteration 48Q: 3 clusters Score -5099891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5099894.000000 Penalty: 5083.955566
	Iteration 49Q: 3 clusters Score -5099894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5099891.000000 Penalty: 5083.955566
	Iteration 50Q: 3 clusters Score -5099891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5099888.000000 Penalty: 5083.955566
	Iteration 51Q: 3 clusters Score -5099888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5099890.500000 Penalty: 5083.955566
	Iteration 52Q: 3 clusters Score -5099890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5099890.500000 Penalty: 5083.955566
	Iteration 53F: 3 clusters Score -5099890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36924.921875 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36924.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35720.601562 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35720.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35861.691406 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35861.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35976.703125 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -35976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36027.351562 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -36027.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36112.125000 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -36112.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36466.953125 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36466.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -36513.175781 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36513.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36525.453125 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -36525.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36529.808594 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -36529.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36537.769531 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -36537.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36537.847656 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -36537.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36542.890625 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -36542.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36545.121094 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -36545.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -36554.539062 Penalty: 2794.855469
	Iteration 13Q: 3 clusters Score -36554.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36556.531250 Penalty: 2794.855469
	Iteration 14Q: 3 clusters Score -36556.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36559.906250 Penalty: 2794.855469
	Iteration 15Q: 3 clusters Score -36559.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36562.382812 Penalty: 2794.855469
	Iteration 16Q: 3 clusters Score -36562.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36565.562500 Penalty: 2794.855469
	Iteration 17Q: 3 clusters Score -36565.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36573.898438 Penalty: 2794.855469
	Iteration 18Q: 3 clusters Score -36573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36573.898438 Penalty: 2794.855469
	Iteration 19F: 3 clusters Score -36573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71616.093750 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71616.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71840.609375 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71840.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72015.523438 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -72015.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72085.187500 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -72085.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72122.265625 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -72122.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72155.781250 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -72155.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72168.968750 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -72168.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72175.585938 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -72175.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72181.968750 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -72181.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72186.734375 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -72186.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72186.734375 Penalty: 3035.667480
	Iteration 10F: 3 clusters Score -72186.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -58216.316406 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -58216.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56967.476562 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -56967.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57166.035156 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -57166.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57257.519531 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -57257.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57293.539062 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -57293.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57329.433594 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -57329.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57334.609375 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -57334.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57338.613281 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -57338.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57341.617188 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -57341.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57341.617188 Penalty: 2969.280273
	Iteration 8F: 3 clusters Score -57341.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -534311.125000 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -534311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -530958.125000 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -530958.1 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -531718.062500 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -531718.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -531998.125000 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -531998.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -532193.250000 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -532193.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -532329.062500 Penalty: 4007.183350
	Iteration 4Q: 3 clusters Score -532329.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -532418.437500 Penalty: 4007.183350
	Iteration 5Q: 3 clusters Score -532418.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -532481.500000 Penalty: 4007.183350
	Iteration 6Q: 3 clusters Score -532481.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -532549.937500 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -532549.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -532607.812500 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -532607.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -532652.187500 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -532652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -532680.687500 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -532680.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -532702.062500 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -532702.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -532726.812500 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -532726.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -532749.187500 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -532749.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -532771.875000 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -532771.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -532793.000000 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -532793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -532807.312500 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -532807.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -532824.437500 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -532824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -532836.062500 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -532836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -532846.250000 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -532846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -532850.875000 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -532850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -532853.937500 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -532853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -532855.437500 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -532855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -532856.437500 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -532856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -532857.250000 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -532857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -532856.937500 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -532856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -532856.937500 Penalty: 4007.183350
	Iteration 26F: 3 clusters Score -532856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40366.867188 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40366.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40479.890625 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40479.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40532.660156 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40532.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40543.390625 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40543.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40550.585938 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40550.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40553.039062 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -40553.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40553.039062 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -40553.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -940200.312500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -940200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -935479.687500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -935479.7 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -936714.125000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -936714.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -937039.250000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -937039.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -937281.437500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -937281.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -937486.500000 Penalty: 4250.236816
	Iteration 4F: 3 clusters Score -937486.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -937661.750000 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -937661.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -937763.937500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -937763.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -937833.437500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -937833.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -937878.937500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -937878.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -937913.187500 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -937913.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -937941.937500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -937941.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -937966.937500 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -937966.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -937995.000000 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -937995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -938020.625000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -938020.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -938046.062500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -938046.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -938063.812500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -938063.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -938082.375000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -938082.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -938101.562500 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -938101.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -938115.250000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -938115.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -938125.437500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -938125.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -938132.375000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -938132.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -938142.500000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -938142.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -938150.750000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -938150.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -938157.062500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -938157.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -938163.125000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -938163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -938165.687500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -938165.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -938171.500000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -938171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -938173.875000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -938173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -938177.375000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -938177.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -938185.437500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -938185.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -938189.625000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -938189.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -938199.812500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -938199.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -938212.562500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -938212.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -938222.312500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -938222.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -938236.750000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -938236.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -938251.312500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -938251.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -938258.750000 Penalty: 4250.236816
	Iteration 36Q: 3 clusters Score -938258.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -938267.687500 Penalty: 4250.236816
	Iteration 37Q: 3 clusters Score -938267.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -938277.000000 Penalty: 4250.236816
	Iteration 38Q: 3 clusters Score -938277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -938286.312500 Penalty: 4250.236816
	Iteration 39Q: 3 clusters Score -938286.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -938302.687500 Penalty: 4250.236816
	Iteration 40F: 3 clusters Score -938302.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -938312.000000 Penalty: 4250.236816
	Iteration 41Q: 3 clusters Score -938312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -938319.562500 Penalty: 4250.236816
	Iteration 42Q: 3 clusters Score -938319.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -938324.000000 Penalty: 4250.236816
	Iteration 43Q: 3 clusters Score -938324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -938330.937500 Penalty: 4250.236816
	Iteration 44Q: 3 clusters Score -938330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -938340.500000 Penalty: 4250.236816
	Iteration 45Q: 3 clusters Score -938340.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -938347.187500 Penalty: 4250.236816
	Iteration 46Q: 3 clusters Score -938347.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -938356.562500 Penalty: 4250.236816
	Iteration 47Q: 3 clusters Score -938356.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -938364.000000 Penalty: 4250.236816
	Iteration 48Q: 3 clusters Score -938364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -938371.125000 Penalty: 4250.236816
	Iteration 49Q: 3 clusters Score -938371.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -938381.062500 Penalty: 4250.236816
	Iteration 50Q: 3 clusters Score -938381.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -938384.125000 Penalty: 4250.236816
	Iteration 51Q: 3 clusters Score -938384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -938389.250000 Penalty: 4250.236816
	Iteration 52Q: 3 clusters Score -938389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -938391.625000 Penalty: 4250.236816
	Iteration 53Q: 3 clusters Score -938391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -938394.187500 Penalty: 4250.236816
	Iteration 54Q: 3 clusters Score -938394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -938394.937500 Penalty: 4250.236816
	Iteration 55Q: 3 clusters Score -938394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -938395.937500 Penalty: 4250.236816
	Iteration 56Q: 3 clusters Score -938395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -938396.937500 Penalty: 4250.236816
	Iteration 57Q: 3 clusters Score -938396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -938398.375000 Penalty: 4250.236816
	Iteration 58Q: 3 clusters Score -938398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -938399.312500 Penalty: 4250.236816
	Iteration 59Q: 3 clusters Score -938399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -938400.750000 Penalty: 4250.236816
	Iteration 60F: 3 clusters Score -938400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Entering Unmasked Estep 
Score: -5810849.000000 Penalty: 2584.437744
	Iteration 0F: 2 clusters Score -5810849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -5787925.500000 Penalty: 5168.875488
	Iteration 0F: 3 clusters Score -5787926 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5796679.500000 Penalty: 5168.875488
	Iteration 1F: 3 clusters Score -5796680 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5797347.000000 Penalty: 5168.875488
	Iteration 2F: 3 clusters Score -5797347 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5798107.000000 Penalty: 5168.875488
	Iteration 3F: 3 clusters Score -5798107 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5798934.000000 Penalty: 5168.875488
	Iteration 4F: 3 clusters Score -5798934 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5799841.000000 Penalty: 5168.875488
	Iteration 5F: 3 clusters Score -5799841 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5800690.000000 Penalty: 5168.875488
	Iteration 6F: 3 clusters Score -5800690 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5801420.500000 Penalty: 5168.875488
	Iteration 7Q: 3 clusters Score -5801420 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5801957.500000 Penalty: 5168.875488
	Iteration 8Q: 3 clusters Score -5801958 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5802286.000000 Penalty: 5168.875488
	Iteration 9Q: 3 clusters Score -5802286 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5802544.000000 Penalty: 5168.875488
	Iteration 10Q: 3 clusters Score -5802544 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5802716.500000 Penalty: 5168.875488
	Iteration 11Q: 3 clusters Score -5802716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -5802856.000000 Penalty: 5168.875488
	Iteration 12Q: 3 clusters Score -5802856 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -5802994.500000 Penalty: 5168.875488
	Iteration 13Q: 3 clusters Score -5802994 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -5803109.500000 Penalty: 5168.875488
	Iteration 14Q: 3 clusters Score -5803110 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5803224.000000 Penalty: 5168.875488
	Iteration 15Q: 3 clusters Score -5803224 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5803379.000000 Penalty: 5168.875488
	Iteration 16Q: 3 clusters Score -5803379 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5803490.500000 Penalty: 5168.875488
	Iteration 17Q: 3 clusters Score -5803490 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5803679.500000 Penalty: 5168.875488
	Iteration 18Q: 3 clusters Score -5803680 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -5803880.000000 Penalty: 5168.875488
	Iteration 19Q: 3 clusters Score -5803880 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -5804090.500000 Penalty: 5168.875488
	Iteration 20F: 3 clusters Score -5804090 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5804488.500000 Penalty: 5168.875488
	Iteration 21Q: 3 clusters Score -5804488 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5804937.000000 Penalty: 5168.875488
	Iteration 22Q: 3 clusters Score -5804937 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5805598.500000 Penalty: 5168.875488
	Iteration 23Q: 3 clusters Score -5805598 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5806286.000000 Penalty: 5168.875488
	Iteration 24Q: 3 clusters Score -5806286 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5806991.500000 Penalty: 5168.875488
	Iteration 25Q: 3 clusters Score -5806992 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5807542.500000 Penalty: 5168.875488
	Iteration 26Q: 3 clusters Score -5807542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5807986.000000 Penalty: 5168.875488
	Iteration 27Q: 3 clusters Score -5807986 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5808292.000000 Penalty: 5168.875488
	Iteration 28Q: 3 clusters Score -5808292 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5808467.000000 Penalty: 5168.875488
	Iteration 29Q: 3 clusters Score -5808467 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5808620.500000 Penalty: 5168.875488
	Iteration 30Q: 3 clusters Score -5808620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5808724.000000 Penalty: 5168.875488
	Iteration 31Q: 3 clusters Score -5808724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5808771.000000 Penalty: 5168.875488
	Iteration 32Q: 3 clusters Score -5808771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5808797.000000 Penalty: 5168.875488
	Iteration 33Q: 3 clusters Score -5808797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5808839.000000 Penalty: 5168.875488
	Iteration 34Q: 3 clusters Score -5808839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5808847.000000 Penalty: 5168.875488
	Iteration 35Q: 3 clusters Score -5808847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5808865.500000 Penalty: 5168.875488
	Iteration 36Q: 3 clusters Score -5808866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5808872.500000 Penalty: 5168.875488
	Iteration 37Q: 3 clusters Score -5808872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5808890.000000 Penalty: 5168.875488
	Iteration 38Q: 3 clusters Score -5808890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5808902.000000 Penalty: 5168.875488
	Iteration 39Q: 3 clusters Score -5808902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5808904.500000 Penalty: 5168.875488
	Iteration 40F: 3 clusters Score -5808904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5808916.500000 Penalty: 5168.875488
	Iteration 41Q: 3 clusters Score -5808916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5808906.500000 Penalty: 5168.875488
	Iteration 42Q: 3 clusters Score -5808906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5808913.000000 Penalty: 5168.875488
	Iteration 43Q: 3 clusters Score -5808913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5808912.500000 Penalty: 5168.875488
	Iteration 44Q: 3 clusters Score -5808912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5808912.000000 Penalty: 5168.875488
	Iteration 45Q: 3 clusters Score -5808912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5808909.500000 Penalty: 5168.875488
	Iteration 46Q: 3 clusters Score -5808910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5808909.500000 Penalty: 5168.875488
	Iteration 47F: 3 clusters Score -5808910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Entering Unmasked Estep 
Score: -6047958.500000 Penalty: 2587.434570
	Iteration 0F: 2 clusters Score -6047958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -6025373.500000 Penalty: 5174.869141
	Iteration 0F: 3 clusters Score -6025374 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6033629.500000 Penalty: 5174.869141
	Iteration 1F: 3 clusters Score -6033630 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6034248.000000 Penalty: 5174.869141
	Iteration 2Q: 3 clusters Score -6034248 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -6035031.500000 Penalty: 5174.869141
	Iteration 3Q: 3 clusters Score -6035032 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6035986.000000 Penalty: 5174.869141
	Iteration 4F: 3 clusters Score -6035986 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -6037161.500000 Penalty: 5174.869141
	Iteration 5F: 3 clusters Score -6037162 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -6038406.500000 Penalty: 5174.869141
	Iteration 6F: 3 clusters Score -6038406 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -6039655.000000 Penalty: 5174.869141
	Iteration 7F: 3 clusters Score -6039655 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -6040794.500000 Penalty: 5174.869141
	Iteration 8F: 3 clusters Score -6040794 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6041517.000000 Penalty: 5174.869141
	Iteration 9Q: 3 clusters Score -6041517 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -6041926.500000 Penalty: 5174.869141
	Iteration 10Q: 3 clusters Score -6041926 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6042154.000000 Penalty: 5174.869141
	Iteration 11Q: 3 clusters Score -6042154 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -6042319.500000 Penalty: 5174.869141
	Iteration 12Q: 3 clusters Score -6042320 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6042399.000000 Penalty: 5174.869141
	Iteration 13Q: 3 clusters Score -6042399 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6042466.500000 Penalty: 5174.869141
	Iteration 14Q: 3 clusters Score -6042466 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -6042527.500000 Penalty: 5174.869141
	Iteration 15Q: 3 clusters Score -6042528 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6042593.000000 Penalty: 5174.869141
	Iteration 16Q: 3 clusters Score -6042593 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -6042649.500000 Penalty: 5174.869141
	Iteration 17Q: 3 clusters Score -6042650 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6042660.000000 Penalty: 5174.869141
	Iteration 18Q: 3 clusters Score -6042660 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -6042696.500000 Penalty: 5174.869141
	Iteration 19Q: 3 clusters Score -6042696 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -6042719.500000 Penalty: 5174.869141
	Iteration 20F: 3 clusters Score -6042720 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6042749.000000 Penalty: 5174.869141
	Iteration 21Q: 3 clusters Score -6042749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -6042790.000000 Penalty: 5174.869141
	Iteration 22Q: 3 clusters Score -6042790 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6042805.500000 Penalty: 5174.869141
	Iteration 23Q: 3 clusters Score -6042806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6042841.500000 Penalty: 5174.869141
	Iteration 24Q: 3 clusters Score -6042842 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6042863.000000 Penalty: 5174.869141
	Iteration 25Q: 3 clusters Score -6042863 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6042874.500000 Penalty: 5174.869141
	Iteration 26Q: 3 clusters Score -6042874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6042872.000000 Penalty: 5174.869141
	Iteration 27Q: 3 clusters Score -6042872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6042894.000000 Penalty: 5174.869141
	Iteration 28Q: 3 clusters Score -6042894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -6042921.500000 Penalty: 5174.869141
	Iteration 29Q: 3 clusters Score -6042922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -6042930.500000 Penalty: 5174.869141
	Iteration 30Q: 3 clusters Score -6042930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6042967.000000 Penalty: 5174.869141
	Iteration 31Q: 3 clusters Score -6042967 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -6042963.000000 Penalty: 5174.869141
	Iteration 32Q: 3 clusters Score -6042963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -6042987.000000 Penalty: 5174.869141
	Iteration 33Q: 3 clusters Score -6042987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -6042993.500000 Penalty: 5174.869141
	Iteration 34Q: 3 clusters Score -6042994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -6042996.500000 Penalty: 5174.869141
	Iteration 35Q: 3 clusters Score -6042996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -6042999.000000 Penalty: 5174.869141
	Iteration 36Q: 3 clusters Score -6042999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -6043028.500000 Penalty: 5174.869141
	Iteration 37Q: 3 clusters Score -6043028 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -6043050.000000 Penalty: 5174.869141
	Iteration 38Q: 3 clusters Score -6043050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -6043064.000000 Penalty: 5174.869141
	Iteration 39Q: 3 clusters Score -6043064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -6043066.000000 Penalty: 5174.869141
	Iteration 40F: 3 clusters Score -6043066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6043066.000000 Penalty: 5174.869141
	Iteration 41Q: 3 clusters Score -6043066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -6043074.500000 Penalty: 5174.869141
	Iteration 42Q: 3 clusters Score -6043074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6043077.500000 Penalty: 5174.869141
	Iteration 43Q: 3 clusters Score -6043078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -6043087.500000 Penalty: 5174.869141
	Iteration 44Q: 3 clusters Score -6043088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -6043100.500000 Penalty: 5174.869141
	Iteration 45Q: 3 clusters Score -6043100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -6043111.000000 Penalty: 5174.869141
	Iteration 46Q: 3 clusters Score -6043111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -6043105.000000 Penalty: 5174.869141
	Iteration 47Q: 3 clusters Score -6043105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6043135.000000 Penalty: 5174.869141
	Iteration 48Q: 3 clusters Score -6043135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6043146.000000 Penalty: 5174.869141
	Iteration 49Q: 3 clusters Score -6043146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -6043143.000000 Penalty: 5174.869141
	Iteration 50Q: 3 clusters Score -6043143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6043156.000000 Penalty: 5174.869141
	Iteration 51Q: 3 clusters Score -6043156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6043152.000000 Penalty: 5174.869141
	Iteration 52Q: 3 clusters Score -6043152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -6043154.000000 Penalty: 5174.869141
	Iteration 53Q: 3 clusters Score -6043154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6043162.000000 Penalty: 5174.869141
	Iteration 54Q: 3 clusters Score -6043162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6043160.000000 Penalty: 5174.869141
	Iteration 55Q: 3 clusters Score -6043160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6043162.500000 Penalty: 5174.869141
	Iteration 56Q: 3 clusters Score -6043162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -6043158.000000 Penalty: 5174.869141
	Iteration 57Q: 3 clusters Score -6043158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6043152.000000 Penalty: 5174.869141
	Iteration 58Q: 3 clusters Score -6043152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6043157.000000 Penalty: 5174.869141
	Iteration 59Q: 3 clusters Score -6043157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6043171.000000 Penalty: 5174.869141
	Iteration 60F: 3 clusters Score -6043171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6043170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6043172.000000 Penalty: 5174.869141
	Iteration 62Q: 3 clusters Score -6043172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6043179.000000 Penalty: 5174.869141
	Iteration 63Q: 3 clusters Score -6043179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -6043164.000000 Penalty: 5174.869141
	Iteration 64Q: 3 clusters Score -6043164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6043162.000000 Penalty: 5174.869141
	Iteration 65Q: 3 clusters Score -6043162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6043171.000000 Penalty: 5174.869141
	Iteration 66Q: 3 clusters Score -6043171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -6043159.000000 Penalty: 5174.869141
	Iteration 67Q: 3 clusters Score -6043159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -6043167.500000 Penalty: 5174.869141
	Iteration 68Q: 3 clusters Score -6043168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6043189.000000 Penalty: 5174.869141
	Iteration 69Q: 3 clusters Score -6043189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6043179.000000 Penalty: 5174.869141
	Iteration 70Q: 3 clusters Score -6043179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6043182.000000 Penalty: 5174.869141
	Iteration 71Q: 3 clusters Score -6043182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -6043175.000000 Penalty: 5174.869141
	Iteration 72Q: 3 clusters Score -6043175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -6043188.500000 Penalty: 5174.869141
	Iteration 73Q: 3 clusters Score -6043188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -6043187.500000 Penalty: 5174.869141
	Iteration 74Q: 3 clusters Score -6043188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -6043186.500000 Penalty: 5174.869141
	Iteration 75Q: 3 clusters Score -6043186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6043176.500000 Penalty: 5174.869141
	Iteration 76Q: 3 clusters Score -6043176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -6043182.500000 Penalty: 5174.869141
	Iteration 77Q: 3 clusters Score -6043182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -6043185.000000 Penalty: 5174.869141
	Iteration 78Q: 3 clusters Score -6043185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6043193.000000 Penalty: 5174.869141
	Iteration 79Q: 3 clusters Score -6043193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -6043189.500000 Penalty: 5174.869141
	Iteration 80F: 3 clusters Score -6043190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6043192.500000 Penalty: 5174.869141
	Iteration 81Q: 3 clusters Score -6043192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6043189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6043196.500000 Penalty: 5174.869141
	Iteration 83Q: 3 clusters Score -6043196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6043192.500000 Penalty: 5174.869141
	Iteration 84Q: 3 clusters Score -6043192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -6043200.000000 Penalty: 5174.869141
	Iteration 85Q: 3 clusters Score -6043200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -6043208.500000 Penalty: 5174.869141
	Iteration 86Q: 3 clusters Score -6043208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6043210.000000 Penalty: 5174.869141
	Iteration 87Q: 3 clusters Score -6043210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -6043222.000000 Penalty: 5174.869141
	Iteration 88Q: 3 clusters Score -6043222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6043227.000000 Penalty: 5174.869141
	Iteration 89Q: 3 clusters Score -6043227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -6043223.000000 Penalty: 5174.869141
	Iteration 90Q: 3 clusters Score -6043223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6043221.000000 Penalty: 5174.869141
	Iteration 91Q: 3 clusters Score -6043221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -6043228.500000 Penalty: 5174.869141
	Iteration 92Q: 3 clusters Score -6043228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -6043235.500000 Penalty: 5174.869141
	Iteration 93Q: 3 clusters Score -6043236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6043240.000000 Penalty: 5174.869141
	Iteration 94Q: 3 clusters Score -6043240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6043245.000000 Penalty: 5174.869141
	Iteration 95Q: 3 clusters Score -6043245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -6043256.000000 Penalty: 5174.869141
	Iteration 96Q: 3 clusters Score -6043256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6043250.000000 Penalty: 5174.869141
	Iteration 97Q: 3 clusters Score -6043250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -6043254.500000 Penalty: 5174.869141
	Iteration 98Q: 3 clusters Score -6043254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6043250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -6043260.500000 Penalty: 5174.869141
	Iteration 100F: 3 clusters Score -6043260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6043260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6043270.000000 Penalty: 5174.869141
	Iteration 102Q: 3 clusters Score -6043270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6043268.000000 Penalty: 5174.869141
	Iteration 103Q: 3 clusters Score -6043268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -6043274.000000 Penalty: 5174.869141
	Iteration 104Q: 3 clusters Score -6043274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -6043278.000000 Penalty: 5174.869141
	Iteration 105Q: 3 clusters Score -6043278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -6043289.500000 Penalty: 5174.869141
	Iteration 106Q: 3 clusters Score -6043290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -6043291.500000 Penalty: 5174.869141
	Iteration 107Q: 3 clusters Score -6043292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6043309.000000 Penalty: 5174.869141
	Iteration 108Q: 3 clusters Score -6043309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -6043301.000000 Penalty: 5174.869141
	Iteration 109Q: 3 clusters Score -6043301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6043293.000000 Penalty: 5174.869141
	Iteration 110Q: 3 clusters Score -6043293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6043280.500000 Penalty: 5174.869141
	Iteration 111Q: 3 clusters Score -6043280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6043298.000000 Penalty: 5174.869141
	Iteration 112Q: 3 clusters Score -6043298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6043296.000000 Penalty: 5174.869141
	Iteration 113Q: 3 clusters Score -6043296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -6043305.500000 Penalty: 5174.869141
	Iteration 114Q: 3 clusters Score -6043306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -6043316.500000 Penalty: 5174.869141
	Iteration 115Q: 3 clusters Score -6043316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6043298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6043295.500000 Penalty: 5174.869141
	Iteration 117Q: 3 clusters Score -6043296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -6043291.500000 Penalty: 5174.869141
	Iteration 118Q: 3 clusters Score -6043292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6043297.000000 Penalty: 5174.869141
	Iteration 119Q: 3 clusters Score -6043297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -6043308.000000 Penalty: 5174.869141
	Iteration 120F: 3 clusters Score -6043308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -6043310.500000 Penalty: 5174.869141
	Iteration 121Q: 3 clusters Score -6043310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6043321.500000 Penalty: 5174.869141
	Iteration 122Q: 3 clusters Score -6043322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6043337.000000 Penalty: 5174.869141
	Iteration 123Q: 3 clusters Score -6043337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -6043331.000000 Penalty: 5174.869141
	Iteration 124Q: 3 clusters Score -6043331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -6043334.500000 Penalty: 5174.869141
	Iteration 125Q: 3 clusters Score -6043334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6043348.500000 Penalty: 5174.869141
	Iteration 126Q: 3 clusters Score -6043348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -6043337.000000 Penalty: 5174.869141
	Iteration 127Q: 3 clusters Score -6043337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6043357.500000 Penalty: 5174.869141
	Iteration 128Q: 3 clusters Score -6043358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6043361.000000 Penalty: 5174.869141
	Iteration 129Q: 3 clusters Score -6043361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6043370.000000 Penalty: 5174.869141
	Iteration 130Q: 3 clusters Score -6043370 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6043369.500000 Penalty: 5174.869141
	Iteration 131Q: 3 clusters Score -6043370 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6043378 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6043399.000000 Penalty: 5174.869141
	Iteration 133Q: 3 clusters Score -6043399 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -6043405.000000 Penalty: 5174.869141
	Iteration 134Q: 3 clusters Score -6043405 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -6043404.000000 Penalty: 5174.869141
	Iteration 135Q: 3 clusters Score -6043404 nChanged 117
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Mstep: Class 1 contains 9686 members 
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Entering Unmasked Estep 
Score: -6043417.500000 Penalty: 5174.869141
	Iteration 136Q: 3 clusters Score -6043418 nChanged 120
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6043432 nChanged 128
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Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6043445.500000 Penalty: 5174.869141
	Iteration 138Q: 3 clusters Score -6043446 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6043462 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6043488.500000 Penalty: 5174.869141
	Iteration 140F: 3 clusters Score -6043488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -6043520.500000 Penalty: 5174.869141
	Iteration 141Q: 3 clusters Score -6043520 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6043531 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6043568 nChanged 204
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6043630.500000 Penalty: 5174.869141
	Iteration 144Q: 3 clusters Score -6043630 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6043674 nChanged 197
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Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -6043679.000000 Penalty: 5174.869141
	Iteration 146Q: 3 clusters Score -6043679 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
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Entering Unmasked Estep 
Score: -6043723.500000 Penalty: 5174.869141
	Iteration 147Q: 3 clusters Score -6043724 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6043783.500000 Penalty: 5174.869141
	Iteration 148Q: 3 clusters Score -6043784 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6043847.000000 Penalty: 5174.869141
	Iteration 149Q: 3 clusters Score -6043847 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -6043936.000000 Penalty: 5174.869141
	Iteration 150Q: 3 clusters Score -6043936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6044006.500000 Penalty: 5174.869141
	Iteration 151Q: 3 clusters Score -6044006 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -6044111.500000 Penalty: 5174.869141
	Iteration 152Q: 3 clusters Score -6044112 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6044220.000000 Penalty: 5174.869141
	Iteration 153Q: 3 clusters Score -6044220 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -6044328.000000 Penalty: 5174.869141
	Iteration 154Q: 3 clusters Score -6044328 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -6044442.500000 Penalty: 5174.869141
	Iteration 155Q: 3 clusters Score -6044442 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6044540.500000 Penalty: 5174.869141
	Iteration 156Q: 3 clusters Score -6044540 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6044661.500000 Penalty: 5174.869141
	Iteration 157Q: 3 clusters Score -6044662 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -6044800.500000 Penalty: 5174.869141
	Iteration 158Q: 3 clusters Score -6044800 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -6044967.500000 Penalty: 5174.869141
	Iteration 159Q: 3 clusters Score -6044968 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6045132.500000 Penalty: 5174.869141
	Iteration 160F: 3 clusters Score -6045132 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -6045296.500000 Penalty: 5174.869141
	Iteration 161Q: 3 clusters Score -6045296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6045456.000000 Penalty: 5174.869141
	Iteration 162Q: 3 clusters Score -6045456 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6045576.000000 Penalty: 5174.869141
	Iteration 163Q: 3 clusters Score -6045576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6045682.000000 Penalty: 5174.869141
	Iteration 164Q: 3 clusters Score -6045682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -6045797.500000 Penalty: 5174.869141
	Iteration 165Q: 3 clusters Score -6045798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6045867.000000 Penalty: 5174.869141
	Iteration 166Q: 3 clusters Score -6045867 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -6045938.000000 Penalty: 5174.869141
	Iteration 167Q: 3 clusters Score -6045938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6046014.000000 Penalty: 5174.869141
	Iteration 168Q: 3 clusters Score -6046014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -6046077.000000 Penalty: 5174.869141
	Iteration 169Q: 3 clusters Score -6046077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -6046108.000000 Penalty: 5174.869141
	Iteration 170Q: 3 clusters Score -6046108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6046136.000000 Penalty: 5174.869141
	Iteration 171Q: 3 clusters Score -6046136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -6046149.000000 Penalty: 5174.869141
	Iteration 172Q: 3 clusters Score -6046149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -6046151.500000 Penalty: 5174.869141
	Iteration 173Q: 3 clusters Score -6046152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -6046171.500000 Penalty: 5174.869141
	Iteration 174Q: 3 clusters Score -6046172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -6046167.000000 Penalty: 5174.869141
	Iteration 175Q: 3 clusters Score -6046167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6046171.500000 Penalty: 5174.869141
	Iteration 176Q: 3 clusters Score -6046172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6046185.000000 Penalty: 5174.869141
	Iteration 177Q: 3 clusters Score -6046185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -6046201.000000 Penalty: 5174.869141
	Iteration 178Q: 3 clusters Score -6046201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6046193.500000 Penalty: 5174.869141
	Iteration 179Q: 3 clusters Score -6046194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -6046192.000000 Penalty: 5174.869141
	Iteration 180F: 3 clusters Score -6046192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -6046198.500000 Penalty: 5174.869141
	Iteration 181Q: 3 clusters Score -6046198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -6046200.000000 Penalty: 5174.869141
	Iteration 182Q: 3 clusters Score -6046200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -6046202.500000 Penalty: 5174.869141
	Iteration 183Q: 3 clusters Score -6046202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -6046207.000000 Penalty: 5174.869141
	Iteration 184Q: 3 clusters Score -6046207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -6046209.000000 Penalty: 5174.869141
	Iteration 185Q: 3 clusters Score -6046209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -6046206.500000 Penalty: 5174.869141
	Iteration 186Q: 3 clusters Score -6046206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -6046214.500000 Penalty: 5174.869141
	Iteration 187Q: 3 clusters Score -6046214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6046219.500000 Penalty: 5174.869141
	Iteration 188Q: 3 clusters Score -6046220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -6046212.500000 Penalty: 5174.869141
	Iteration 189Q: 3 clusters Score -6046212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6046224.500000 Penalty: 5174.869141
	Iteration 190Q: 3 clusters Score -6046224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6046219.500000 Penalty: 5174.869141
	Iteration 191Q: 3 clusters Score -6046220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6046215.500000 Penalty: 5174.869141
	Iteration 192Q: 3 clusters Score -6046216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -6046220.000000 Penalty: 5174.869141
	Iteration 193Q: 3 clusters Score -6046220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6046223.000000 Penalty: 5174.869141
	Iteration 194Q: 3 clusters Score -6046223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6046214.000000 Penalty: 5174.869141
	Iteration 195Q: 3 clusters Score -6046214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6046211.500000 Penalty: 5174.869141
	Iteration 196Q: 3 clusters Score -6046212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6046222.500000 Penalty: 5174.869141
	Iteration 197Q: 3 clusters Score -6046222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -6046214.500000 Penalty: 5174.869141
	Iteration 198Q: 3 clusters Score -6046214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -6046217.500000 Penalty: 5174.869141
	Iteration 199Q: 3 clusters Score -6046218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -6046221.500000 Penalty: 5174.869141
	Iteration 200F: 3 clusters Score -6046222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6046221.000000 Penalty: 5174.869141
	Iteration 201Q: 3 clusters Score -6046221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -6046223.500000 Penalty: 5174.869141
	Iteration 202Q: 3 clusters Score -6046224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6046232.000000 Penalty: 5174.869141
	Iteration 203Q: 3 clusters Score -6046232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -6046239.000000 Penalty: 5174.869141
	Iteration 204Q: 3 clusters Score -6046239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6046235.500000 Penalty: 5174.869141
	Iteration 205Q: 3 clusters Score -6046236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6046235.500000 Penalty: 5174.869141
	Iteration 206F: 3 clusters Score -6046236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1810443.250000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1810443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1802737.750000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1802738 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1804874.250000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1804874 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1805168.250000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1805168 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1805363.000000 Penalty: 4571.246582
	Iteration 3Q: 3 clusters Score -1805363 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1805511.250000 Penalty: 4571.246582
	Iteration 4Q: 3 clusters Score -1805511 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1805659.250000 Penalty: 4571.246582
	Iteration 5Q: 3 clusters Score -1805659 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1805805.000000 Penalty: 4571.246582
	Iteration 6Q: 3 clusters Score -1805805 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1805956.875000 Penalty: 4571.246582
	Iteration 7Q: 3 clusters Score -1805957 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1806125.250000 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -1806125 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1806330.375000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1806330 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1806562.250000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1806562 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1806805.125000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1806805 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1807050.500000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1807050 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1807278.625000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1807279 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1807508.875000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1807509 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1807675.125000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1807675 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1807792.750000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1807793 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1807898.625000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1807899 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1807966.000000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1807966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1808036.250000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1808036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1808095.250000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1808095 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1808147.250000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1808147 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1808197.500000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1808198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1808227.500000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1808228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1808252.125000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1808252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1808279.875000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1808280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1808310.125000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1808310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1808334.750000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1808335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1808358.125000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1808358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1808377.000000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1808377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1808398.750000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1808399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1808404.000000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1808404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1808411.250000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1808411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1808414.875000 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -1808415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1808427.500000 Penalty: 4571.246582
	Iteration 34Q: 3 clusters Score -1808428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1808440.625000 Penalty: 4571.246582
	Iteration 35Q: 3 clusters Score -1808441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1808445.625000 Penalty: 4571.246582
	Iteration 36Q: 3 clusters Score -1808446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1808448.375000 Penalty: 4571.246582
	Iteration 37Q: 3 clusters Score -1808448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1808451.875000 Penalty: 4571.246582
	Iteration 38Q: 3 clusters Score -1808452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1808455.000000 Penalty: 4571.246582
	Iteration 39Q: 3 clusters Score -1808455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1808458.250000 Penalty: 4571.246582
	Iteration 40F: 3 clusters Score -1808458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1808465.000000 Penalty: 4571.246582
	Iteration 41Q: 3 clusters Score -1808465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1808467.250000 Penalty: 4571.246582
	Iteration 42Q: 3 clusters Score -1808467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1808466.875000 Penalty: 4571.246582
	Iteration 43Q: 3 clusters Score -1808467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1808471.375000 Penalty: 4571.246582
	Iteration 44Q: 3 clusters Score -1808471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1808473.125000 Penalty: 4571.246582
	Iteration 45Q: 3 clusters Score -1808473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1808472.375000 Penalty: 4571.246582
	Iteration 46Q: 3 clusters Score -1808472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1808471.500000 Penalty: 4571.246582
	Iteration 47Q: 3 clusters Score -1808472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1808472.000000 Penalty: 4571.246582
	Iteration 48Q: 3 clusters Score -1808472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1808473.000000 Penalty: 4571.246582
	Iteration 49Q: 3 clusters Score -1808473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1808470.875000 Penalty: 4571.246582
	Iteration 50Q: 3 clusters Score -1808471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1808471.625000 Penalty: 4571.246582
	Iteration 51Q: 3 clusters Score -1808472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1808473.625000 Penalty: 4571.246582
	Iteration 52Q: 3 clusters Score -1808474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1808472.625000 Penalty: 4571.246582
	Iteration 53Q: 3 clusters Score -1808473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1808473.875000 Penalty: 4571.246582
	Iteration 54Q: 3 clusters Score -1808474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1808475.375000 Penalty: 4571.246582
	Iteration 55Q: 3 clusters Score -1808475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1808476.500000 Penalty: 4571.246582
	Iteration 56Q: 3 clusters Score -1808476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1808477.250000 Penalty: 4571.246582
	Iteration 57Q: 3 clusters Score -1808477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1808477.250000 Penalty: 4571.246582
	Iteration 58F: 3 clusters Score -1808477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3547306.750000 Penalty: 2462.067627
	Iteration 0F: 2 clusters Score -3547307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3532984.750000 Penalty: 4924.135254
	Iteration 0F: 3 clusters Score -3532985 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3537891.000000 Penalty: 4924.135254
	Iteration 1F: 3 clusters Score -3537891 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3538382.000000 Penalty: 4924.135254
	Iteration 2F: 3 clusters Score -3538382 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3538770.000000 Penalty: 4924.135254
	Iteration 3Q: 3 clusters Score -3538770 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3539151.500000 Penalty: 4924.135254
	Iteration 4Q: 3 clusters Score -3539152 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3539576.250000 Penalty: 4924.135254
	Iteration 5Q: 3 clusters Score -3539576 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3539986.500000 Penalty: 4924.135254
	Iteration 6Q: 3 clusters Score -3539986 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3540454.000000 Penalty: 4924.135254
	Iteration 7Q: 3 clusters Score -3540454 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3540923.250000 Penalty: 4924.135254
	Iteration 8Q: 3 clusters Score -3540923 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3541463.500000 Penalty: 4924.135254
	Iteration 9Q: 3 clusters Score -3541464 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3542090.000000 Penalty: 4924.135254
	Iteration 10Q: 3 clusters Score -3542090 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3542707.000000 Penalty: 4924.135254
	Iteration 11Q: 3 clusters Score -3542707 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3543285.000000 Penalty: 4924.135254
	Iteration 12Q: 3 clusters Score -3543285 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3543735.000000 Penalty: 4924.135254
	Iteration 13Q: 3 clusters Score -3543735 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3544052.750000 Penalty: 4924.135254
	Iteration 14Q: 3 clusters Score -3544053 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3544266.000000 Penalty: 4924.135254
	Iteration 15Q: 3 clusters Score -3544266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3544457.750000 Penalty: 4924.135254
	Iteration 16Q: 3 clusters Score -3544458 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3544615.250000 Penalty: 4924.135254
	Iteration 17Q: 3 clusters Score -3544615 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3544726.750000 Penalty: 4924.135254
	Iteration 18Q: 3 clusters Score -3544727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3544809.250000 Penalty: 4924.135254
	Iteration 19Q: 3 clusters Score -3544809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3544893.500000 Penalty: 4924.135254
	Iteration 20F: 3 clusters Score -3544894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3544972.500000 Penalty: 4924.135254
	Iteration 21Q: 3 clusters Score -3544972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3545028.000000 Penalty: 4924.135254
	Iteration 22Q: 3 clusters Score -3545028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3545077.000000 Penalty: 4924.135254
	Iteration 23Q: 3 clusters Score -3545077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3545126.000000 Penalty: 4924.135254
	Iteration 24Q: 3 clusters Score -3545126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3545144.500000 Penalty: 4924.135254
	Iteration 25Q: 3 clusters Score -3545144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3545161.750000 Penalty: 4924.135254
	Iteration 26Q: 3 clusters Score -3545162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3545191.000000 Penalty: 4924.135254
	Iteration 27Q: 3 clusters Score -3545191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3545211.250000 Penalty: 4924.135254
	Iteration 28Q: 3 clusters Score -3545211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3545223.000000 Penalty: 4924.135254
	Iteration 29Q: 3 clusters Score -3545223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3545231.000000 Penalty: 4924.135254
	Iteration 30Q: 3 clusters Score -3545231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3545241.000000 Penalty: 4924.135254
	Iteration 31Q: 3 clusters Score -3545241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3545242.250000 Penalty: 4924.135254
	Iteration 32Q: 3 clusters Score -3545242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3545245.750000 Penalty: 4924.135254
	Iteration 33Q: 3 clusters Score -3545246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3545249.750000 Penalty: 4924.135254
	Iteration 34Q: 3 clusters Score -3545250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3545249.000000 Penalty: 4924.135254
	Iteration 35Q: 3 clusters Score -3545249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3545248.750000 Penalty: 4924.135254
	Iteration 36Q: 3 clusters Score -3545249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3545249.000000 Penalty: 4924.135254
	Iteration 37Q: 3 clusters Score -3545249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3545249.000000 Penalty: 4924.135254
	Iteration 38F: 3 clusters Score -3545249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Entering Unmasked Estep 
Score: -2167030.750000 Penalty: 2339.146729
	Iteration 0F: 2 clusters Score -2167031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2157782.000000 Penalty: 4678.293457
	Iteration 0F: 3 clusters Score -2157782 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2160669.500000 Penalty: 4678.293457
	Iteration 1F: 3 clusters Score -2160670 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2161141.500000 Penalty: 4678.293457
	Iteration 2F: 3 clusters Score -2161142 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2161660.750000 Penalty: 4678.293457
	Iteration 3F: 3 clusters Score -2161661 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2162237.500000 Penalty: 4678.293457
	Iteration 4F: 3 clusters Score -2162238 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2162925.250000 Penalty: 4678.293457
	Iteration 5F: 3 clusters Score -2162925 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2163555.000000 Penalty: 4678.293457
	Iteration 6F: 3 clusters Score -2163555 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2164066.000000 Penalty: 4678.293457
	Iteration 7F: 3 clusters Score -2164066 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2164404.250000 Penalty: 4678.293457
	Iteration 8Q: 3 clusters Score -2164404 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2164685.500000 Penalty: 4678.293457
	Iteration 9Q: 3 clusters Score -2164686 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2164884.250000 Penalty: 4678.293457
	Iteration 10Q: 3 clusters Score -2164884 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2165032.000000 Penalty: 4678.293457
	Iteration 11Q: 3 clusters Score -2165032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2165135.000000 Penalty: 4678.293457
	Iteration 12Q: 3 clusters Score -2165135 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2165219.250000 Penalty: 4678.293457
	Iteration 13Q: 3 clusters Score -2165219 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2165305.750000 Penalty: 4678.293457
	Iteration 14Q: 3 clusters Score -2165306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2165364.000000 Penalty: 4678.293457
	Iteration 15Q: 3 clusters Score -2165364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2165420.500000 Penalty: 4678.293457
	Iteration 16Q: 3 clusters Score -2165420 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2165487.500000 Penalty: 4678.293457
	Iteration 17Q: 3 clusters Score -2165488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2165553.000000 Penalty: 4678.293457
	Iteration 18Q: 3 clusters Score -2165553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2165610.250000 Penalty: 4678.293457
	Iteration 19Q: 3 clusters Score -2165610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2165657.500000 Penalty: 4678.293457
	Iteration 20F: 3 clusters Score -2165658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2165711.000000 Penalty: 4678.293457
	Iteration 21Q: 3 clusters Score -2165711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2165751.750000 Penalty: 4678.293457
	Iteration 22Q: 3 clusters Score -2165752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2165775.500000 Penalty: 4678.293457
	Iteration 23Q: 3 clusters Score -2165776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2165798.500000 Penalty: 4678.293457
	Iteration 24Q: 3 clusters Score -2165798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2165807.000000 Penalty: 4678.293457
	Iteration 25Q: 3 clusters Score -2165807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2165819.750000 Penalty: 4678.293457
	Iteration 26Q: 3 clusters Score -2165820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2165838.500000 Penalty: 4678.293457
	Iteration 27Q: 3 clusters Score -2165838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2165857.250000 Penalty: 4678.293457
	Iteration 28Q: 3 clusters Score -2165857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2165861.500000 Penalty: 4678.293457
	Iteration 29Q: 3 clusters Score -2165862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2165877.000000 Penalty: 4678.293457
	Iteration 30Q: 3 clusters Score -2165877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2165887.500000 Penalty: 4678.293457
	Iteration 31Q: 3 clusters Score -2165888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2165901.250000 Penalty: 4678.293457
	Iteration 32Q: 3 clusters Score -2165901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2165903.250000 Penalty: 4678.293457
	Iteration 33Q: 3 clusters Score -2165903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2165909.000000 Penalty: 4678.293457
	Iteration 34Q: 3 clusters Score -2165909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2165923.000000 Penalty: 4678.293457
	Iteration 35Q: 3 clusters Score -2165923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2165923.500000 Penalty: 4678.293457
	Iteration 36Q: 3 clusters Score -2165924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2165929.000000 Penalty: 4678.293457
	Iteration 37Q: 3 clusters Score -2165929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2165929.000000 Penalty: 4678.293457
	Iteration 38Q: 3 clusters Score -2165929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2165930.750000 Penalty: 4678.293457
	Iteration 39Q: 3 clusters Score -2165931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2165933.250000 Penalty: 4678.293457
	Iteration 40F: 3 clusters Score -2165933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2165934.250000 Penalty: 4678.293457
	Iteration 41Q: 3 clusters Score -2165934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2165938.250000 Penalty: 4678.293457
	Iteration 42Q: 3 clusters Score -2165938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2165941.500000 Penalty: 4678.293457
	Iteration 43Q: 3 clusters Score -2165942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2165941.000000 Penalty: 4678.293457
	Iteration 44Q: 3 clusters Score -2165941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2165941.250000 Penalty: 4678.293457
	Iteration 45Q: 3 clusters Score -2165941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2165940.500000 Penalty: 4678.293457
	Iteration 46Q: 3 clusters Score -2165940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2165941.750000 Penalty: 4678.293457
	Iteration 47Q: 3 clusters Score -2165942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2165940.250000 Penalty: 4678.293457
	Iteration 48Q: 3 clusters Score -2165940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2165943.500000 Penalty: 4678.293457
	Iteration 49Q: 3 clusters Score -2165944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2165943.500000 Penalty: 4678.293457
	Iteration 50F: 3 clusters Score -2165944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -2117400.750000 Penalty: 2331.028076
	Iteration 0F: 2 clusters Score -2117401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2108317.500000 Penalty: 4662.056152
	Iteration 0F: 3 clusters Score -2108318 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2110969.750000 Penalty: 4662.056152
	Iteration 1F: 3 clusters Score -2110970 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2111263.000000 Penalty: 4662.056152
	Iteration 2F: 3 clusters Score -2111263 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2111504.750000 Penalty: 4662.056152
	Iteration 3Q: 3 clusters Score -2111505 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2111737.500000 Penalty: 4662.056152
	Iteration 4Q: 3 clusters Score -2111738 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2111940.500000 Penalty: 4662.056152
	Iteration 5Q: 3 clusters Score -2111940 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2112160.750000 Penalty: 4662.056152
	Iteration 6Q: 3 clusters Score -2112161 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2112395.000000 Penalty: 4662.056152
	Iteration 7Q: 3 clusters Score -2112395 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2112681.000000 Penalty: 4662.056152
	Iteration 8Q: 3 clusters Score -2112681 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2112961.750000 Penalty: 4662.056152
	Iteration 9Q: 3 clusters Score -2112962 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2113213.250000 Penalty: 4662.056152
	Iteration 10Q: 3 clusters Score -2113213 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2113487.000000 Penalty: 4662.056152
	Iteration 11Q: 3 clusters Score -2113487 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2113766.500000 Penalty: 4662.056152
	Iteration 12Q: 3 clusters Score -2113766 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2114057.750000 Penalty: 4662.056152
	Iteration 13Q: 3 clusters Score -2114058 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2114320.750000 Penalty: 4662.056152
	Iteration 14Q: 3 clusters Score -2114321 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2114545.750000 Penalty: 4662.056152
	Iteration 15Q: 3 clusters Score -2114546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2114723.000000 Penalty: 4662.056152
	Iteration 16Q: 3 clusters Score -2114723 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2114864.000000 Penalty: 4662.056152
	Iteration 17Q: 3 clusters Score -2114864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2114975.250000 Penalty: 4662.056152
	Iteration 18Q: 3 clusters Score -2114975 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2115057.500000 Penalty: 4662.056152
	Iteration 19Q: 3 clusters Score -2115058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2115114.750000 Penalty: 4662.056152
	Iteration 20F: 3 clusters Score -2115115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2115163.000000 Penalty: 4662.056152
	Iteration 21Q: 3 clusters Score -2115163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2115206.250000 Penalty: 4662.056152
	Iteration 22Q: 3 clusters Score -2115206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2115255.000000 Penalty: 4662.056152
	Iteration 23Q: 3 clusters Score -2115255 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2115295.500000 Penalty: 4662.056152
	Iteration 24Q: 3 clusters Score -2115296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2115329.250000 Penalty: 4662.056152
	Iteration 25Q: 3 clusters Score -2115329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2115354.500000 Penalty: 4662.056152
	Iteration 26Q: 3 clusters Score -2115354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2115374.750000 Penalty: 4662.056152
	Iteration 27Q: 3 clusters Score -2115375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2115390.250000 Penalty: 4662.056152
	Iteration 28Q: 3 clusters Score -2115390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2115394.750000 Penalty: 4662.056152
	Iteration 29Q: 3 clusters Score -2115395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2115406.500000 Penalty: 4662.056152
	Iteration 30Q: 3 clusters Score -2115406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2115416.500000 Penalty: 4662.056152
	Iteration 31Q: 3 clusters Score -2115416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2115422.000000 Penalty: 4662.056152
	Iteration 32Q: 3 clusters Score -2115422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2115428.500000 Penalty: 4662.056152
	Iteration 33Q: 3 clusters Score -2115428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2115435.250000 Penalty: 4662.056152
	Iteration 34Q: 3 clusters Score -2115435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2115444.500000 Penalty: 4662.056152
	Iteration 35Q: 3 clusters Score -2115444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2115457.250000 Penalty: 4662.056152
	Iteration 36Q: 3 clusters Score -2115457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2115462.250000 Penalty: 4662.056152
	Iteration 37Q: 3 clusters Score -2115462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2115468.250000 Penalty: 4662.056152
	Iteration 38Q: 3 clusters Score -2115468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2115465.750000 Penalty: 4662.056152
	Iteration 39Q: 3 clusters Score -2115466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2115466.250000 Penalty: 4662.056152
	Iteration 40F: 3 clusters Score -2115466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2115468.250000 Penalty: 4662.056152
	Iteration 41Q: 3 clusters Score -2115468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2115466.250000 Penalty: 4662.056152
	Iteration 42Q: 3 clusters Score -2115466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2115469.000000 Penalty: 4662.056152
	Iteration 43Q: 3 clusters Score -2115469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2115473.500000 Penalty: 4662.056152
	Iteration 44Q: 3 clusters Score -2115474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2115477.500000 Penalty: 4662.056152
	Iteration 45Q: 3 clusters Score -2115478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2115478.000000 Penalty: 4662.056152
	Iteration 46Q: 3 clusters Score -2115478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2115482.000000 Penalty: 4662.056152
	Iteration 47Q: 3 clusters Score -2115482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2115484.250000 Penalty: 4662.056152
	Iteration 48Q: 3 clusters Score -2115484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2115483.750000 Penalty: 4662.056152
	Iteration 49Q: 3 clusters Score -2115484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2115486.500000 Penalty: 4662.056152
	Iteration 50Q: 3 clusters Score -2115486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2115485.500000 Penalty: 4662.056152
	Iteration 51Q: 3 clusters Score -2115486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2115488.250000 Penalty: 4662.056152
	Iteration 52Q: 3 clusters Score -2115488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2115484.750000 Penalty: 4662.056152
	Iteration 53Q: 3 clusters Score -2115485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2115486.250000 Penalty: 4662.056152
	Iteration 54Q: 3 clusters Score -2115486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2115488.500000 Penalty: 4662.056152
	Iteration 55Q: 3 clusters Score -2115488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2115486.250000 Penalty: 4662.056152
	Iteration 56Q: 3 clusters Score -2115486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2115486.250000 Penalty: 4662.056152
	Iteration 57F: 3 clusters Score -2115486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -506505.375000 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -506505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -503090.375000 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -503090.4 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -504056.187500 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -504056.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -504563.000000 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -504563 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -504941.812500 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -504941.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -505216.718750 Penalty: 4013.295166
	Iteration 4F: 3 clusters Score -505216.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -505383.156250 Penalty: 4013.295166
	Iteration 5Q: 3 clusters Score -505383.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -505507.937500 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -505507.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -505596.750000 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -505596.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -505669.093750 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -505669.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -505719.875000 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -505719.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -505772.937500 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -505772.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -505833.718750 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -505833.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -505874.093750 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -505874.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -505911.843750 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -505911.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -505947.125000 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -505947.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -505988.718750 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -505988.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -506032.375000 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -506032.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -506072.687500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -506072.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -506113.937500 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -506113.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -506156.843750 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -506156.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506240.343750 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -506240.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -506286.500000 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -506286.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -506340.156250 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -506340.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -506410.906250 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -506410.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -506488.687500 Penalty: 4013.295166
	Iteration 24Q: 3 clusters Score -506488.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -506523.531250 Penalty: 4013.295166
	Iteration 25Q: 3 clusters Score -506523.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -506539.562500 Penalty: 4013.295166
	Iteration 26Q: 3 clusters Score -506539.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -506552.281250 Penalty: 4013.295166
	Iteration 27Q: 3 clusters Score -506552.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -506570.062500 Penalty: 4013.295166
	Iteration 28Q: 3 clusters Score -506570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -506584.125000 Penalty: 4013.295166
	Iteration 29Q: 3 clusters Score -506584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -506591.656250 Penalty: 4013.295166
	Iteration 30Q: 3 clusters Score -506591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -506595.312500 Penalty: 4013.295166
	Iteration 31Q: 3 clusters Score -506595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -506599.218750 Penalty: 4013.295166
	Iteration 32Q: 3 clusters Score -506599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -506606.375000 Penalty: 4013.295166
	Iteration 33Q: 3 clusters Score -506606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -506611.218750 Penalty: 4013.295166
	Iteration 34Q: 3 clusters Score -506611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -506614.062500 Penalty: 4013.295166
	Iteration 35Q: 3 clusters Score -506614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -506615.125000 Penalty: 4013.295166
	Iteration 36Q: 3 clusters Score -506615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -506615.625000 Penalty: 4013.295166
	Iteration 37Q: 3 clusters Score -506615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -506615.750000 Penalty: 4013.295166
	Iteration 38Q: 3 clusters Score -506615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -506617.750000 Penalty: 4013.295166
	Iteration 39Q: 3 clusters Score -506617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -506617.906250 Penalty: 4013.295166
	Iteration 40F: 3 clusters Score -506617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -506620.468750 Penalty: 4013.295166
	Iteration 41Q: 3 clusters Score -506620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506623.156250 Penalty: 4013.295166
	Iteration 42Q: 3 clusters Score -506623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -506626.968750 Penalty: 4013.295166
	Iteration 43Q: 3 clusters Score -506627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -506633.562500 Penalty: 4013.295166
	Iteration 44Q: 3 clusters Score -506633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -506634.531250 Penalty: 4013.295166
	Iteration 45Q: 3 clusters Score -506634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -506634.531250 Penalty: 4013.295166
	Iteration 46F: 3 clusters Score -506634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1632 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36404 members 
Mstep: Class 49 contains 40055 members 
Mstep: Class 50 contains 8589 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5496 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11731 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4149 members 
Mstep: Class 68 contains 2909 members 
Mstep: Class 69 contains 2237 members 
Entering Unmasked Estep 
Score: -117280392.000000 Penalty: 229961.078125
Splitting cluster 22 changes total score from -117281536.000000 to -117280392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -548197.937500 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -548197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -544818.750000 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -544818.8 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -545621.187500 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -545621.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -545921.250000 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -545921.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -546169.562500 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -546169.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -546392.437500 Penalty: 3994.097168
	Iteration 4F: 3 clusters Score -546392.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -546577.187500 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -546577.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -546732.312500 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -546732.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -546860.937500 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -546860.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -546963.812500 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -546963.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -547045.687500 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -547045.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -547102.687500 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -547102.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -547131.812500 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -547131.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -547146.187500 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -547146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -547154.562500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -547154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -547159.125000 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -547159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -547162.812500 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -547162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -547164.750000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -547164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -547166.750000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -547166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -547165.875000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -547165.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -547165.875000 Penalty: 3994.097168
	Iteration 19F: 3 clusters Score -547165.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -30780.748047 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -30780.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29700.882812 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -29700.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30200.386719 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -30200.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30474.777344 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -30474.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30802.617188 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -30802.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30943.330078 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -30943.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31037.710938 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -31037.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31157.332031 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -31157.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31216.970703 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -31216.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31224.490234 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -31224.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31229.623047 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -31229.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31233.255859 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -31233.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31278.384766 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -31278.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31296.054688 Penalty: 2829.076172
	Iteration 12F: 3 clusters Score -31296.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31403.361328 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -31403.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31445.236328 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -31445.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31446.992188 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -31446.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31446.992188 Penalty: 2829.076172
	Iteration 16F: 3 clusters Score -31446.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 125 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1632 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36404 members 
Mstep: Class 49 contains 40055 members 
Mstep: Class 50 contains 8589 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5496 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11731 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4149 members 
Mstep: Class 68 contains 2909 members 
Mstep: Class 69 contains 175 members 
Entering Unmasked Estep 
Score: -117280336.000000 Penalty: 229961.078125
Splitting cluster 24 changes total score from -117281536.000000 to -117280336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -44180.273438 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -44180.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42929.230469 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -42929.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43090.507812 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -43090.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43155.476562 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -43155.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43214.031250 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -43214.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43254.531250 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -43254.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43277.062500 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -43277.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43314.312500 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -43314.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43356.054688 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -43356.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43376.996094 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -43377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43402.187500 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -43402.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43402.187500 Penalty: 2850.116943
	Iteration 10F: 3 clusters Score -43402.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22345.003906 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21199.839844 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21199.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21427.972656 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21427.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21488.583984 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -21488.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21542.851562 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21542.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21589.951172 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21589.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21649.691406 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21649.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21708.486328 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21708.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21718.402344 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -21718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21720.478516 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -21720.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21722.916016 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -21722.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21724.486328 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -21724.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21724.486328 Penalty: 2829.076172
	Iteration 11F: 3 clusters Score -21724.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -404143.500000 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -404143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -401295.718750 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -401295.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -401860.125000 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -401860.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -402021.250000 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -402021.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -402106.531250 Penalty: 3840.015869
	Iteration 3Q: 3 clusters Score -402106.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -402158.000000 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -402158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -402203.125000 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -402203.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -402242.343750 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -402242.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -402276.718750 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -402276.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -402295.656250 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -402295.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -402304.093750 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -402304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -402312.781250 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -402312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -402318.500000 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -402318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -402327.406250 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -402327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -402336.875000 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -402336.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -402346.843750 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -402346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -402355.500000 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -402355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -402362.000000 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -402362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -402366.250000 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -402366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -402371.625000 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -402371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -402379.843750 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -402379.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -402385.812500 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -402385.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -402399.437500 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -402399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -402408.468750 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -402408.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -402416.281250 Penalty: 3840.015869
	Iteration 23Q: 3 clusters Score -402416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -402424.593750 Penalty: 3840.015869
	Iteration 24Q: 3 clusters Score -402424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -402431.031250 Penalty: 3840.015869
	Iteration 25Q: 3 clusters Score -402431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -402438.062500 Penalty: 3840.015869
	Iteration 26Q: 3 clusters Score -402438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -402440.875000 Penalty: 3840.015869
	Iteration 27Q: 3 clusters Score -402440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -402447.406250 Penalty: 3840.015869
	Iteration 28Q: 3 clusters Score -402447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -402448.468750 Penalty: 3840.015869
	Iteration 29Q: 3 clusters Score -402448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -402449.812500 Penalty: 3840.015869
	Iteration 30Q: 3 clusters Score -402449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -402450.156250 Penalty: 3840.015869
	Iteration 31Q: 3 clusters Score -402450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -402450.156250 Penalty: 3840.015869
	Iteration 32F: 3 clusters Score -402450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -39552.796875 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -39552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38358.898438 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -38358.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38483.308594 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -38483.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38511.730469 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -38511.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38515.179688 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -38515.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38517.019531 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -38517.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38517.019531 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -38517.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Entering Unmasked Estep 
Score: -13119527.000000 Penalty: 2788.528076
	Iteration 0F: 2 clusters Score -1.311953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -13069782.000000 Penalty: 5577.056152
	Iteration 0F: 3 clusters Score -1.306978e+07 nChanged 35842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -13090300.000000 Penalty: 5577.056152
	Iteration 1F: 3 clusters Score -1.30903e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -13091489.000000 Penalty: 5577.056152
	Iteration 2Q: 3 clusters Score -1.309149e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -13093434.000000 Penalty: 5577.056152
	Iteration 3F: 3 clusters Score -1.309343e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -13096424.000000 Penalty: 5577.056152
	Iteration 4F: 3 clusters Score -1.309642e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -13100569.000000 Penalty: 5577.056152
	Iteration 5F: 3 clusters Score -1.310057e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -13104907.000000 Penalty: 5577.056152
	Iteration 6F: 3 clusters Score -1.310491e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -13108685.000000 Penalty: 5577.056152
	Iteration 7F: 3 clusters Score -1.310868e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -13111251.000000 Penalty: 5577.056152
	Iteration 8F: 3 clusters Score -1.311125e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -13112798.000000 Penalty: 5577.056152
	Iteration 9Q: 3 clusters Score -1.31128e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -13113456.000000 Penalty: 5577.056152
	Iteration 10Q: 3 clusters Score -1.311346e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -13113626.000000 Penalty: 5577.056152
	Iteration 11Q: 3 clusters Score -1.311363e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -13113663.000000 Penalty: 5577.056152
	Iteration 12Q: 3 clusters Score -1.311366e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -13113729.000000 Penalty: 5577.056152
	Iteration 13Q: 3 clusters Score -1.311373e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -13113626.000000 Penalty: 5577.056152
	Iteration 14Q: 3 clusters Score -1.311363e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -13113588.000000 Penalty: 5577.056152
	Iteration 15Q: 3 clusters Score -1.311359e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -13113570.000000 Penalty: 5577.056152
	Iteration 16Q: 3 clusters Score -1.311357e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -13113606.000000 Penalty: 5577.056152
	Iteration 17Q: 3 clusters Score -1.311361e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -13113558.000000 Penalty: 5577.056152
	Iteration 18Q: 3 clusters Score -1.311356e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -13113658.000000 Penalty: 5577.056152
	Iteration 19Q: 3 clusters Score -1.311366e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -13113600.000000 Penalty: 5577.056152
	Iteration 20F: 3 clusters Score -1.31136e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -13113624.000000 Penalty: 5577.056152
	Iteration 21Q: 3 clusters Score -1.311362e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -13113665.000000 Penalty: 5577.056152
	Iteration 22Q: 3 clusters Score -1.311366e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -13113696.000000 Penalty: 5577.056152
	Iteration 23Q: 3 clusters Score -1.31137e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -13113773.000000 Penalty: 5577.056152
	Iteration 24Q: 3 clusters Score -1.311377e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -13113835.000000 Penalty: 5577.056152
	Iteration 25Q: 3 clusters Score -1.311384e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -13113901.000000 Penalty: 5577.056152
	Iteration 26Q: 3 clusters Score -1.31139e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -13114036.000000 Penalty: 5577.056152
	Iteration 27Q: 3 clusters Score -1.311404e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -13114107.000000 Penalty: 5577.056152
	Iteration 28Q: 3 clusters Score -1.311411e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -13114209.000000 Penalty: 5577.056152
	Iteration 29Q: 3 clusters Score -1.311421e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -13114301.000000 Penalty: 5577.056152
	Iteration 30Q: 3 clusters Score -1.31143e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -13114351.000000 Penalty: 5577.056152
	Iteration 31Q: 3 clusters Score -1.311435e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -13114414.000000 Penalty: 5577.056152
	Iteration 32Q: 3 clusters Score -1.311441e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -13114448.000000 Penalty: 5577.056152
	Iteration 33Q: 3 clusters Score -1.311445e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -13114554.000000 Penalty: 5577.056152
	Iteration 34Q: 3 clusters Score -1.311455e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -13114609.000000 Penalty: 5577.056152
	Iteration 35Q: 3 clusters Score -1.311461e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -13114681.000000 Penalty: 5577.056152
	Iteration 36Q: 3 clusters Score -1.311468e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -13114768.000000 Penalty: 5577.056152
	Iteration 37Q: 3 clusters Score -1.311477e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -13114786.000000 Penalty: 5577.056152
	Iteration 38Q: 3 clusters Score -1.311479e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -13114832.000000 Penalty: 5577.056152
	Iteration 39Q: 3 clusters Score -1.311483e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -13114888.000000 Penalty: 5577.056152
	Iteration 40F: 3 clusters Score -1.311489e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -13114896.000000 Penalty: 5577.056152
	Iteration 41Q: 3 clusters Score -1.31149e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -13114949.000000 Penalty: 5577.056152
	Iteration 42Q: 3 clusters Score -1.311495e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -13114950.000000 Penalty: 5577.056152
	Iteration 43Q: 3 clusters Score -1.311495e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -13115028.000000 Penalty: 5577.056152
	Iteration 44Q: 3 clusters Score -1.311503e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -13115052.000000 Penalty: 5577.056152
	Iteration 45Q: 3 clusters Score -1.311505e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -13115081.000000 Penalty: 5577.056152
	Iteration 46Q: 3 clusters Score -1.311508e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -13115088.000000 Penalty: 5577.056152
	Iteration 47Q: 3 clusters Score -1.311509e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -13115106.000000 Penalty: 5577.056152
	Iteration 48Q: 3 clusters Score -1.311511e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -13115097.000000 Penalty: 5577.056152
	Iteration 49Q: 3 clusters Score -1.31151e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -13115113.000000 Penalty: 5577.056152
	Iteration 50Q: 3 clusters Score -1.311511e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -13115167.000000 Penalty: 5577.056152
	Iteration 51Q: 3 clusters Score -1.311517e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -13115184.000000 Penalty: 5577.056152
	Iteration 52Q: 3 clusters Score -1.311518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -13115187.000000 Penalty: 5577.056152
	Iteration 53Q: 3 clusters Score -1.311519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -13115197.000000 Penalty: 5577.056152
	Iteration 54Q: 3 clusters Score -1.31152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -13115224.000000 Penalty: 5577.056152
	Iteration 55Q: 3 clusters Score -1.311522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -13115211.000000 Penalty: 5577.056152
	Iteration 56Q: 3 clusters Score -1.311521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -13115203.000000 Penalty: 5577.056152
	Iteration 57Q: 3 clusters Score -1.31152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -13115200.000000 Penalty: 5577.056152
	Iteration 58Q: 3 clusters Score -1.31152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -13115204.000000 Penalty: 5577.056152
	Iteration 59Q: 3 clusters Score -1.31152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -13115215.000000 Penalty: 5577.056152
	Iteration 60F: 3 clusters Score -1.311522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -13115203.000000 Penalty: 5577.056152
	Iteration 61Q: 3 clusters Score -1.31152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -13115193.000000 Penalty: 5577.056152
	Iteration 62Q: 3 clusters Score -1.311519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -13115219.000000 Penalty: 5577.056152
	Iteration 63Q: 3 clusters Score -1.311522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -13115220.000000 Penalty: 5577.056152
	Iteration 64Q: 3 clusters Score -1.311522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -13115205.000000 Penalty: 5577.056152
	Iteration 65Q: 3 clusters Score -1.31152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -13115221.000000 Penalty: 5577.056152
	Iteration 66Q: 3 clusters Score -1.311522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -13115209.000000 Penalty: 5577.056152
	Iteration 67Q: 3 clusters Score -1.311521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -13115218.000000 Penalty: 5577.056152
	Iteration 68Q: 3 clusters Score -1.311522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -13115204.000000 Penalty: 5577.056152
	Iteration 69Q: 3 clusters Score -1.31152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -13115203.000000 Penalty: 5577.056152
	Iteration 70Q: 3 clusters Score -1.31152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -13115225.000000 Penalty: 5577.056152
	Iteration 71Q: 3 clusters Score -1.311522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -13115229.000000 Penalty: 5577.056152
	Iteration 72Q: 3 clusters Score -1.311523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -13115229.000000 Penalty: 5577.056152
	Iteration 73Q: 3 clusters Score -1.311523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -13115226.000000 Penalty: 5577.056152
	Iteration 74Q: 3 clusters Score -1.311523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -13115218.000000 Penalty: 5577.056152
	Iteration 75Q: 3 clusters Score -1.311522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -13115230.000000 Penalty: 5577.056152
	Iteration 76Q: 3 clusters Score -1.311523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -13115230.000000 Penalty: 5577.056152
	Iteration 77F: 3 clusters Score -1.311523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Entering Unmasked Estep 
Score: -1816526.625000 Penalty: 2302.076904
	Iteration 0F: 2 clusters Score -1816527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1808393.125000 Penalty: 4604.153809
	Iteration 0F: 3 clusters Score -1808393 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1811033.250000 Penalty: 4604.153809
	Iteration 1F: 3 clusters Score -1811033 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1811565.500000 Penalty: 4604.153809
	Iteration 2F: 3 clusters Score -1811566 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1812088.750000 Penalty: 4604.153809
	Iteration 3F: 3 clusters Score -1812089 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1812581.500000 Penalty: 4604.153809
	Iteration 4F: 3 clusters Score -1812582 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1813009.500000 Penalty: 4604.153809
	Iteration 5F: 3 clusters Score -1813010 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1813340.875000 Penalty: 4604.153809
	Iteration 6F: 3 clusters Score -1813341 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1813583.000000 Penalty: 4604.153809
	Iteration 7Q: 3 clusters Score -1813583 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1813738.250000 Penalty: 4604.153809
	Iteration 8Q: 3 clusters Score -1813738 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1813856.000000 Penalty: 4604.153809
	Iteration 9Q: 3 clusters Score -1813856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1813937.500000 Penalty: 4604.153809
	Iteration 10Q: 3 clusters Score -1813938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1814005.875000 Penalty: 4604.153809
	Iteration 11Q: 3 clusters Score -1814006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1814081.250000 Penalty: 4604.153809
	Iteration 12Q: 3 clusters Score -1814081 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1814170.750000 Penalty: 4604.153809
	Iteration 13Q: 3 clusters Score -1814171 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1814244.875000 Penalty: 4604.153809
	Iteration 14Q: 3 clusters Score -1814245 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1814318.875000 Penalty: 4604.153809
	Iteration 15Q: 3 clusters Score -1814319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1814389.125000 Penalty: 4604.153809
	Iteration 16Q: 3 clusters Score -1814389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1814442.875000 Penalty: 4604.153809
	Iteration 17Q: 3 clusters Score -1814443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1814483.000000 Penalty: 4604.153809
	Iteration 18Q: 3 clusters Score -1814483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1814517.375000 Penalty: 4604.153809
	Iteration 19Q: 3 clusters Score -1814517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1814546.125000 Penalty: 4604.153809
	Iteration 20F: 3 clusters Score -1814546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1814564.000000 Penalty: 4604.153809
	Iteration 21Q: 3 clusters Score -1814564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1814595.625000 Penalty: 4604.153809
	Iteration 22Q: 3 clusters Score -1814596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1814606.500000 Penalty: 4604.153809
	Iteration 23Q: 3 clusters Score -1814606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1814624.500000 Penalty: 4604.153809
	Iteration 24Q: 3 clusters Score -1814624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1814638.000000 Penalty: 4604.153809
	Iteration 25Q: 3 clusters Score -1814638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1814643.125000 Penalty: 4604.153809
	Iteration 26Q: 3 clusters Score -1814643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1814653.750000 Penalty: 4604.153809
	Iteration 27Q: 3 clusters Score -1814654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1814662.625000 Penalty: 4604.153809
	Iteration 28Q: 3 clusters Score -1814663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1814666.750000 Penalty: 4604.153809
	Iteration 29Q: 3 clusters Score -1814667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1814669.250000 Penalty: 4604.153809
	Iteration 30Q: 3 clusters Score -1814669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1814674.500000 Penalty: 4604.153809
	Iteration 31Q: 3 clusters Score -1814674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1814685.250000 Penalty: 4604.153809
	Iteration 32Q: 3 clusters Score -1814685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1814690.500000 Penalty: 4604.153809
	Iteration 33Q: 3 clusters Score -1814690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1814689.625000 Penalty: 4604.153809
	Iteration 34Q: 3 clusters Score -1814690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1814695.750000 Penalty: 4604.153809
	Iteration 35Q: 3 clusters Score -1814696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1814700.125000 Penalty: 4604.153809
	Iteration 36Q: 3 clusters Score -1814700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1814702.750000 Penalty: 4604.153809
	Iteration 37Q: 3 clusters Score -1814703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1814705.125000 Penalty: 4604.153809
	Iteration 38Q: 3 clusters Score -1814705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1814708.625000 Penalty: 4604.153809
	Iteration 39Q: 3 clusters Score -1814709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1814709.375000 Penalty: 4604.153809
	Iteration 40F: 3 clusters Score -1814709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1814711.375000 Penalty: 4604.153809
	Iteration 41Q: 3 clusters Score -1814711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1814711.625000 Penalty: 4604.153809
	Iteration 42Q: 3 clusters Score -1814712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1814717.500000 Penalty: 4604.153809
	Iteration 43Q: 3 clusters Score -1814718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1814723.625000 Penalty: 4604.153809
	Iteration 44Q: 3 clusters Score -1814724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1814726.500000 Penalty: 4604.153809
	Iteration 45Q: 3 clusters Score -1814726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1814727.500000 Penalty: 4604.153809
	Iteration 46Q: 3 clusters Score -1814728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1814733.625000 Penalty: 4604.153809
	Iteration 47Q: 3 clusters Score -1814734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1814740.125000 Penalty: 4604.153809
	Iteration 48Q: 3 clusters Score -1814740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1814737.750000 Penalty: 4604.153809
	Iteration 49Q: 3 clusters Score -1814738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1814739.250000 Penalty: 4604.153809
	Iteration 50Q: 3 clusters Score -1814739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1814740.875000 Penalty: 4604.153809
	Iteration 51Q: 3 clusters Score -1814741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1814747.000000 Penalty: 4604.153809
	Iteration 52Q: 3 clusters Score -1814747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1814753.625000 Penalty: 4604.153809
	Iteration 53Q: 3 clusters Score -1814754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1814750.125000 Penalty: 4604.153809
	Iteration 54Q: 3 clusters Score -1814750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1814756.250000 Penalty: 4604.153809
	Iteration 55Q: 3 clusters Score -1814756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1814760.500000 Penalty: 4604.153809
	Iteration 56Q: 3 clusters Score -1814760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1814759.875000 Penalty: 4604.153809
	Iteration 57Q: 3 clusters Score -1814760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1814764.250000 Penalty: 4604.153809
	Iteration 58Q: 3 clusters Score -1814764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1814767.250000 Penalty: 4604.153809
	Iteration 59Q: 3 clusters Score -1814767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1814771.000000 Penalty: 4604.153809
	Iteration 60F: 3 clusters Score -1814771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1814777.250000 Penalty: 4604.153809
	Iteration 61Q: 3 clusters Score -1814777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1814781.875000 Penalty: 4604.153809
	Iteration 62Q: 3 clusters Score -1814782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1814779.750000 Penalty: 4604.153809
	Iteration 63Q: 3 clusters Score -1814780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1814779.250000 Penalty: 4604.153809
	Iteration 64Q: 3 clusters Score -1814779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1814783.500000 Penalty: 4604.153809
	Iteration 65Q: 3 clusters Score -1814784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1814781.750000 Penalty: 4604.153809
	Iteration 66Q: 3 clusters Score -1814782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1814788.125000 Penalty: 4604.153809
	Iteration 67Q: 3 clusters Score -1814788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1814792.250000 Penalty: 4604.153809
	Iteration 68Q: 3 clusters Score -1814792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1814795.250000 Penalty: 4604.153809
	Iteration 69Q: 3 clusters Score -1814795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1814793.750000 Penalty: 4604.153809
	Iteration 70Q: 3 clusters Score -1814794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1814796.750000 Penalty: 4604.153809
	Iteration 71Q: 3 clusters Score -1814797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1814800.375000 Penalty: 4604.153809
	Iteration 72Q: 3 clusters Score -1814800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1814802.375000 Penalty: 4604.153809
	Iteration 73Q: 3 clusters Score -1814802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1814807.875000 Penalty: 4604.153809
	Iteration 74Q: 3 clusters Score -1814808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1814811.375000 Penalty: 4604.153809
	Iteration 75Q: 3 clusters Score -1814811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1814822.000000 Penalty: 4604.153809
	Iteration 76Q: 3 clusters Score -1814822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1814830.750000 Penalty: 4604.153809
	Iteration 77Q: 3 clusters Score -1814831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1814835.750000 Penalty: 4604.153809
	Iteration 78Q: 3 clusters Score -1814836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1814852.375000 Penalty: 4604.153809
	Iteration 79Q: 3 clusters Score -1814852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1814866.125000 Penalty: 4604.153809
	Iteration 80F: 3 clusters Score -1814866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1814875.000000 Penalty: 4604.153809
	Iteration 81Q: 3 clusters Score -1814875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1814878.875000 Penalty: 4604.153809
	Iteration 82Q: 3 clusters Score -1814879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1814888.125000 Penalty: 4604.153809
	Iteration 83Q: 3 clusters Score -1814888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1814891.500000 Penalty: 4604.153809
	Iteration 84Q: 3 clusters Score -1814892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1814900.000000 Penalty: 4604.153809
	Iteration 85Q: 3 clusters Score -1814900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1814900.750000 Penalty: 4604.153809
	Iteration 86Q: 3 clusters Score -1814901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1814906.375000 Penalty: 4604.153809
	Iteration 87Q: 3 clusters Score -1814906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1814905.875000 Penalty: 4604.153809
	Iteration 88Q: 3 clusters Score -1814906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1814913.000000 Penalty: 4604.153809
	Iteration 89Q: 3 clusters Score -1814913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1814915.125000 Penalty: 4604.153809
	Iteration 90Q: 3 clusters Score -1814915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1814923.500000 Penalty: 4604.153809
	Iteration 91Q: 3 clusters Score -1814924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1814925.875000 Penalty: 4604.153809
	Iteration 92Q: 3 clusters Score -1814926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1814935.250000 Penalty: 4604.153809
	Iteration 93Q: 3 clusters Score -1814935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1814944.375000 Penalty: 4604.153809
	Iteration 94Q: 3 clusters Score -1814944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1814952.750000 Penalty: 4604.153809
	Iteration 95Q: 3 clusters Score -1814953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1814964.875000 Penalty: 4604.153809
	Iteration 96Q: 3 clusters Score -1814965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1814973.375000 Penalty: 4604.153809
	Iteration 97Q: 3 clusters Score -1814973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1814978.750000 Penalty: 4604.153809
	Iteration 98Q: 3 clusters Score -1814979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1814984.250000 Penalty: 4604.153809
	Iteration 99Q: 3 clusters Score -1814984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1814989.500000 Penalty: 4604.153809
	Iteration 100F: 3 clusters Score -1814990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1814996.250000 Penalty: 4604.153809
	Iteration 101Q: 3 clusters Score -1814996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1815001.875000 Penalty: 4604.153809
	Iteration 102Q: 3 clusters Score -1815002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1815003.750000 Penalty: 4604.153809
	Iteration 103Q: 3 clusters Score -1815004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1815007.500000 Penalty: 4604.153809
	Iteration 104Q: 3 clusters Score -1815008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1815012.625000 Penalty: 4604.153809
	Iteration 105Q: 3 clusters Score -1815013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1815011.250000 Penalty: 4604.153809
	Iteration 106Q: 3 clusters Score -1815011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1815020.000000 Penalty: 4604.153809
	Iteration 107Q: 3 clusters Score -1815020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1815023.875000 Penalty: 4604.153809
	Iteration 108Q: 3 clusters Score -1815024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1815025.000000 Penalty: 4604.153809
	Iteration 109Q: 3 clusters Score -1815025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1815026.375000 Penalty: 4604.153809
	Iteration 110Q: 3 clusters Score -1815026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1815032.500000 Penalty: 4604.153809
	Iteration 111Q: 3 clusters Score -1815032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1815033.000000 Penalty: 4604.153809
	Iteration 112Q: 3 clusters Score -1815033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1815041.500000 Penalty: 4604.153809
	Iteration 113Q: 3 clusters Score -1815042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1815045.000000 Penalty: 4604.153809
	Iteration 114Q: 3 clusters Score -1815045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1815054.625000 Penalty: 4604.153809
	Iteration 115Q: 3 clusters Score -1815055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1815062.750000 Penalty: 4604.153809
	Iteration 116Q: 3 clusters Score -1815063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1815070.625000 Penalty: 4604.153809
	Iteration 117Q: 3 clusters Score -1815071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1815076.875000 Penalty: 4604.153809
	Iteration 118Q: 3 clusters Score -1815077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1815082.000000 Penalty: 4604.153809
	Iteration 119Q: 3 clusters Score -1815082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1815089.375000 Penalty: 4604.153809
	Iteration 120F: 3 clusters Score -1815089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1815093.375000 Penalty: 4604.153809
	Iteration 121Q: 3 clusters Score -1815093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1815103.750000 Penalty: 4604.153809
	Iteration 122Q: 3 clusters Score -1815104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1815107.000000 Penalty: 4604.153809
	Iteration 123Q: 3 clusters Score -1815107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1815114.250000 Penalty: 4604.153809
	Iteration 124Q: 3 clusters Score -1815114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1815118.500000 Penalty: 4604.153809
	Iteration 125Q: 3 clusters Score -1815118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1815130.750000 Penalty: 4604.153809
	Iteration 126Q: 3 clusters Score -1815131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1815129.625000 Penalty: 4604.153809
	Iteration 127Q: 3 clusters Score -1815130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1815134.125000 Penalty: 4604.153809
	Iteration 128Q: 3 clusters Score -1815134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1815140.250000 Penalty: 4604.153809
	Iteration 129Q: 3 clusters Score -1815140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1815148.125000 Penalty: 4604.153809
	Iteration 130Q: 3 clusters Score -1815148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1815158.250000 Penalty: 4604.153809
	Iteration 131Q: 3 clusters Score -1815158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1815156.750000 Penalty: 4604.153809
	Iteration 132Q: 3 clusters Score -1815157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1815168.250000 Penalty: 4604.153809
	Iteration 133Q: 3 clusters Score -1815168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1815175.875000 Penalty: 4604.153809
	Iteration 134Q: 3 clusters Score -1815176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1815181.875000 Penalty: 4604.153809
	Iteration 135Q: 3 clusters Score -1815182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1815191.250000 Penalty: 4604.153809
	Iteration 136Q: 3 clusters Score -1815191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1815191.625000 Penalty: 4604.153809
	Iteration 137Q: 3 clusters Score -1815192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1815202.625000 Penalty: 4604.153809
	Iteration 138Q: 3 clusters Score -1815203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1815214.000000 Penalty: 4604.153809
	Iteration 139Q: 3 clusters Score -1815214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1815225.375000 Penalty: 4604.153809
	Iteration 140F: 3 clusters Score -1815225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1815226.000000 Penalty: 4604.153809
	Iteration 141Q: 3 clusters Score -1815226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1815235.625000 Penalty: 4604.153809
	Iteration 142Q: 3 clusters Score -1815236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1815248.250000 Penalty: 4604.153809
	Iteration 143Q: 3 clusters Score -1815248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1815255.500000 Penalty: 4604.153809
	Iteration 144Q: 3 clusters Score -1815256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1815262.875000 Penalty: 4604.153809
	Iteration 145Q: 3 clusters Score -1815263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1815267.625000 Penalty: 4604.153809
	Iteration 146Q: 3 clusters Score -1815268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1815268.125000 Penalty: 4604.153809
	Iteration 147Q: 3 clusters Score -1815268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1815278.250000 Penalty: 4604.153809
	Iteration 148Q: 3 clusters Score -1815278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1815287.500000 Penalty: 4604.153809
	Iteration 149Q: 3 clusters Score -1815288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1815290.125000 Penalty: 4604.153809
	Iteration 150Q: 3 clusters Score -1815290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1815294.875000 Penalty: 4604.153809
	Iteration 151Q: 3 clusters Score -1815295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1815295.000000 Penalty: 4604.153809
	Iteration 152Q: 3 clusters Score -1815295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1815296.125000 Penalty: 4604.153809
	Iteration 153Q: 3 clusters Score -1815296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1815300.500000 Penalty: 4604.153809
	Iteration 154Q: 3 clusters Score -1815300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1815301.750000 Penalty: 4604.153809
	Iteration 155Q: 3 clusters Score -1815302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1815302.750000 Penalty: 4604.153809
	Iteration 156Q: 3 clusters Score -1815303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1815304.125000 Penalty: 4604.153809
	Iteration 157Q: 3 clusters Score -1815304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1815304.125000 Penalty: 4604.153809
	Iteration 158F: 3 clusters Score -1815304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Entering Unmasked Estep 
Score: -6733697.000000 Penalty: 2610.420898
	Iteration 0F: 2 clusters Score -6733697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -6709294.500000 Penalty: 5220.841797
	Iteration 0F: 3 clusters Score -6709294 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -6718477.500000 Penalty: 5220.841797
	Iteration 1F: 3 clusters Score -6718478 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6719117.000000 Penalty: 5220.841797
	Iteration 2Q: 3 clusters Score -6719117 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -6719775.500000 Penalty: 5220.841797
	Iteration 3Q: 3 clusters Score -6719776 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6720555.500000 Penalty: 5220.841797
	Iteration 4Q: 3 clusters Score -6720556 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -6721498.000000 Penalty: 5220.841797
	Iteration 5Q: 3 clusters Score -6721498 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -6722723.000000 Penalty: 5220.841797
	Iteration 6F: 3 clusters Score -6722723 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -6724370.500000 Penalty: 5220.841797
	Iteration 7F: 3 clusters Score -6724370 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -6726157.500000 Penalty: 5220.841797
	Iteration 8F: 3 clusters Score -6726158 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -6728045.000000 Penalty: 5220.841797
	Iteration 9F: 3 clusters Score -6728045 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -6729366.000000 Penalty: 5220.841797
	Iteration 10F: 3 clusters Score -6729366 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6730107.000000 Penalty: 5220.841797
	Iteration 11Q: 3 clusters Score -6730107 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6730480.500000 Penalty: 5220.841797
	Iteration 12Q: 3 clusters Score -6730480 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6730747.000000 Penalty: 5220.841797
	Iteration 13Q: 3 clusters Score -6730747 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6730960.000000 Penalty: 5220.841797
	Iteration 14Q: 3 clusters Score -6730960 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -6731101.500000 Penalty: 5220.841797
	Iteration 15Q: 3 clusters Score -6731102 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -6731197.000000 Penalty: 5220.841797
	Iteration 16Q: 3 clusters Score -6731197 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -6731257.000000 Penalty: 5220.841797
	Iteration 17Q: 3 clusters Score -6731257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -6731289.000000 Penalty: 5220.841797
	Iteration 18Q: 3 clusters Score -6731289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -6731288.000000 Penalty: 5220.841797
	Iteration 19Q: 3 clusters Score -6731288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6731322.500000 Penalty: 5220.841797
	Iteration 20F: 3 clusters Score -6731322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -6731338.000000 Penalty: 5220.841797
	Iteration 21Q: 3 clusters Score -6731338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -6731333.500000 Penalty: 5220.841797
	Iteration 22Q: 3 clusters Score -6731334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -6731335.000000 Penalty: 5220.841797
	Iteration 23Q: 3 clusters Score -6731335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6731341.500000 Penalty: 5220.841797
	Iteration 24Q: 3 clusters Score -6731342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6731349.500000 Penalty: 5220.841797
	Iteration 25Q: 3 clusters Score -6731350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -6731355.500000 Penalty: 5220.841797
	Iteration 26Q: 3 clusters Score -6731356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6731366.500000 Penalty: 5220.841797
	Iteration 27Q: 3 clusters Score -6731366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -6731360.500000 Penalty: 5220.841797
	Iteration 28Q: 3 clusters Score -6731360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6731365.000000 Penalty: 5220.841797
	Iteration 29Q: 3 clusters Score -6731365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -6731359.500000 Penalty: 5220.841797
	Iteration 30Q: 3 clusters Score -6731360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6731357.000000 Penalty: 5220.841797
	Iteration 31Q: 3 clusters Score -6731357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -6731366.000000 Penalty: 5220.841797
	Iteration 32Q: 3 clusters Score -6731366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -6731357.500000 Penalty: 5220.841797
	Iteration 33Q: 3 clusters Score -6731358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6731355.500000 Penalty: 5220.841797
	Iteration 34Q: 3 clusters Score -6731356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -6731350.500000 Penalty: 5220.841797
	Iteration 35Q: 3 clusters Score -6731350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6731353.000000 Penalty: 5220.841797
	Iteration 36Q: 3 clusters Score -6731353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6731352.000000 Penalty: 5220.841797
	Iteration 37Q: 3 clusters Score -6731352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6731368.000000 Penalty: 5220.841797
	Iteration 38Q: 3 clusters Score -6731368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6731381.500000 Penalty: 5220.841797
	Iteration 39Q: 3 clusters Score -6731382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6731378.500000 Penalty: 5220.841797
	Iteration 40F: 3 clusters Score -6731378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6731380.000000 Penalty: 5220.841797
	Iteration 41Q: 3 clusters Score -6731380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -6731379.500000 Penalty: 5220.841797
	Iteration 42Q: 3 clusters Score -6731380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6731388.000000 Penalty: 5220.841797
	Iteration 43Q: 3 clusters Score -6731388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6731385.500000 Penalty: 5220.841797
	Iteration 44Q: 3 clusters Score -6731386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -6731385.000000 Penalty: 5220.841797
	Iteration 45Q: 3 clusters Score -6731385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -6731385.000000 Penalty: 5220.841797
	Iteration 46F: 3 clusters Score -6731385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Entering Unmasked Estep 
Score: -6426718.500000 Penalty: 2599.489502
	Iteration 0F: 2 clusters Score -6426718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6403141.000000 Penalty: 5198.979004
	Iteration 0F: 3 clusters Score -6403141 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6411981.000000 Penalty: 5198.979004
	Iteration 1F: 3 clusters Score -6411981 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6412397.000000 Penalty: 5198.979004
	Iteration 2Q: 3 clusters Score -6412397 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6412760.000000 Penalty: 5198.979004
	Iteration 3Q: 3 clusters Score -6412760 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -6413082.000000 Penalty: 5198.979004
	Iteration 4Q: 3 clusters Score -6413082 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -6413407.500000 Penalty: 5198.979004
	Iteration 5Q: 3 clusters Score -6413408 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -6413723.000000 Penalty: 5198.979004
	Iteration 6Q: 3 clusters Score -6413723 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6414025.500000 Penalty: 5198.979004
	Iteration 7Q: 3 clusters Score -6414026 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -6414365.000000 Penalty: 5198.979004
	Iteration 8Q: 3 clusters Score -6414365 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -6414749.500000 Penalty: 5198.979004
	Iteration 9Q: 3 clusters Score -6414750 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6415191.000000 Penalty: 5198.979004
	Iteration 10Q: 3 clusters Score -6415191 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -6415797.000000 Penalty: 5198.979004
	Iteration 11Q: 3 clusters Score -6415797 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -6416567.500000 Penalty: 5198.979004
	Iteration 12Q: 3 clusters Score -6416568 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -6417516.000000 Penalty: 5198.979004
	Iteration 13Q: 3 clusters Score -6417516 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -6418765.000000 Penalty: 5198.979004
	Iteration 14F: 3 clusters Score -6418765 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6420103.000000 Penalty: 5198.979004
	Iteration 15F: 3 clusters Score -6420103 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6421418.000000 Penalty: 5198.979004
	Iteration 16F: 3 clusters Score -6421418 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6422637.000000 Penalty: 5198.979004
	Iteration 17Q: 3 clusters Score -6422637 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6423569.000000 Penalty: 5198.979004
	Iteration 18Q: 3 clusters Score -6423569 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6424009.000000 Penalty: 5198.979004
	Iteration 19Q: 3 clusters Score -6424009 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6424268.500000 Penalty: 5198.979004
	Iteration 20F: 3 clusters Score -6424268 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6424402.000000 Penalty: 5198.979004
	Iteration 21Q: 3 clusters Score -6424402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6424506.000000 Penalty: 5198.979004
	Iteration 22Q: 3 clusters Score -6424506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6424561.000000 Penalty: 5198.979004
	Iteration 23Q: 3 clusters Score -6424561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6424581.500000 Penalty: 5198.979004
	Iteration 24Q: 3 clusters Score -6424582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6424604.000000 Penalty: 5198.979004
	Iteration 25Q: 3 clusters Score -6424604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6424627.000000 Penalty: 5198.979004
	Iteration 26Q: 3 clusters Score -6424627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6424645.500000 Penalty: 5198.979004
	Iteration 27Q: 3 clusters Score -6424646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6424654.000000 Penalty: 5198.979004
	Iteration 28Q: 3 clusters Score -6424654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6424663.000000 Penalty: 5198.979004
	Iteration 29Q: 3 clusters Score -6424663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6424664.000000 Penalty: 5198.979004
	Iteration 30Q: 3 clusters Score -6424664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6424670.000000 Penalty: 5198.979004
	Iteration 31Q: 3 clusters Score -6424670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6424674.000000 Penalty: 5198.979004
	Iteration 32Q: 3 clusters Score -6424674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6424680.500000 Penalty: 5198.979004
	Iteration 33Q: 3 clusters Score -6424680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6424685.000000 Penalty: 5198.979004
	Iteration 34Q: 3 clusters Score -6424685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6424687.000000 Penalty: 5198.979004
	Iteration 35Q: 3 clusters Score -6424687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6424686.000000 Penalty: 5198.979004
	Iteration 36Q: 3 clusters Score -6424686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6424690.500000 Penalty: 5198.979004
	Iteration 37Q: 3 clusters Score -6424690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6424690.500000 Penalty: 5198.979004
	Iteration 38F: 3 clusters Score -6424690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -1627734.375000 Penalty: 2278.596680
	Iteration 0F: 2 clusters Score -1627734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1620270.125000 Penalty: 4557.193359
	Iteration 0F: 3 clusters Score -1620270 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1622708.000000 Penalty: 4557.193359
	Iteration 1F: 3 clusters Score -1622708 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1623280.875000 Penalty: 4557.193359
	Iteration 2F: 3 clusters Score -1623281 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1623787.750000 Penalty: 4557.193359
	Iteration 3F: 3 clusters Score -1623788 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1624255.875000 Penalty: 4557.193359
	Iteration 4F: 3 clusters Score -1624256 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1624630.875000 Penalty: 4557.193359
	Iteration 5F: 3 clusters Score -1624631 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1624955.625000 Penalty: 4557.193359
	Iteration 6Q: 3 clusters Score -1624956 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1625263.875000 Penalty: 4557.193359
	Iteration 7Q: 3 clusters Score -1625264 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1625579.000000 Penalty: 4557.193359
	Iteration 8Q: 3 clusters Score -1625579 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1625913.625000 Penalty: 4557.193359
	Iteration 9Q: 3 clusters Score -1625914 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1626278.375000 Penalty: 4557.193359
	Iteration 10Q: 3 clusters Score -1626278 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1626558.125000 Penalty: 4557.193359
	Iteration 11Q: 3 clusters Score -1626558 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1626715.750000 Penalty: 4557.193359
	Iteration 12Q: 3 clusters Score -1626716 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1626824.125000 Penalty: 4557.193359
	Iteration 13Q: 3 clusters Score -1626824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1626882.500000 Penalty: 4557.193359
	Iteration 14Q: 3 clusters Score -1626882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1626925.875000 Penalty: 4557.193359
	Iteration 15Q: 3 clusters Score -1626926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1626964.375000 Penalty: 4557.193359
	Iteration 16Q: 3 clusters Score -1626964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1627002.000000 Penalty: 4557.193359
	Iteration 17Q: 3 clusters Score -1627002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1627025.625000 Penalty: 4557.193359
	Iteration 18Q: 3 clusters Score -1627026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1627050.250000 Penalty: 4557.193359
	Iteration 19Q: 3 clusters Score -1627050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1627069.250000 Penalty: 4557.193359
	Iteration 20F: 3 clusters Score -1627069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1627077.375000 Penalty: 4557.193359
	Iteration 21Q: 3 clusters Score -1627077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1627083.625000 Penalty: 4557.193359
	Iteration 22Q: 3 clusters Score -1627084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1627089.625000 Penalty: 4557.193359
	Iteration 23Q: 3 clusters Score -1627090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1627094.375000 Penalty: 4557.193359
	Iteration 24Q: 3 clusters Score -1627094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1627099.000000 Penalty: 4557.193359
	Iteration 25Q: 3 clusters Score -1627099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1627103.375000 Penalty: 4557.193359
	Iteration 26Q: 3 clusters Score -1627103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1627109.500000 Penalty: 4557.193359
	Iteration 27Q: 3 clusters Score -1627110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1627112.500000 Penalty: 4557.193359
	Iteration 28Q: 3 clusters Score -1627112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1627111.375000 Penalty: 4557.193359
	Iteration 29Q: 3 clusters Score -1627111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1627114.125000 Penalty: 4557.193359
	Iteration 30Q: 3 clusters Score -1627114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1627115.625000 Penalty: 4557.193359
	Iteration 31Q: 3 clusters Score -1627116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1627120.875000 Penalty: 4557.193359
	Iteration 32Q: 3 clusters Score -1627121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1627123.750000 Penalty: 4557.193359
	Iteration 33Q: 3 clusters Score -1627124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1627123.500000 Penalty: 4557.193359
	Iteration 34Q: 3 clusters Score -1627124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1627122.875000 Penalty: 4557.193359
	Iteration 35Q: 3 clusters Score -1627123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1627123.125000 Penalty: 4557.193359
	Iteration 36Q: 3 clusters Score -1627123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1627123.125000 Penalty: 4557.193359
	Iteration 37F: 3 clusters Score -1627123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -179007.156250 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -179007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177035.609375 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -177035.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177322.578125 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -177322.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177438.953125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -177439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -177507.734375 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -177507.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -177541.281250 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -177541.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -177571.437500 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -177571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -177599.828125 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -177599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -177624.515625 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -177624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177637.921875 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -177637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177642.500000 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -177642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -177646.562500 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -177646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177651.046875 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -177651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -177651.750000 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -177651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -177651.750000 Penalty: 3438.494141
	Iteration 13F: 3 clusters Score -177651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -148702.843750 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -148702.8 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 453 members 
Entering Unmasked Estep 
Score: -146893.875000 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -146893.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147186.375000 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -147186.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147286.250000 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -147286.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147358.968750 Penalty: 3368.445801
	Iteration 3Q: 3 clusters Score -147359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147430.421875 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -147430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -147477.890625 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -147477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -147530.625000 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -147530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147571.937500 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -147571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147599.312500 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -147599.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147623.109375 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -147623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147643.890625 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -147643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147651.093750 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -147651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147652.812500 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -147652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147654.812500 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -147654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147657.843750 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -147657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147658.500000 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -147658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147661.234375 Penalty: 3368.445801
	Iteration 16F: 3 clusters Score -147661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147669.187500 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -147669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147677.109375 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -147677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147687.328125 Penalty: 3368.445801
	Iteration 19Q: 3 clusters Score -147687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147690.687500 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -147690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -147695.750000 Penalty: 3368.445801
	Iteration 21Q: 3 clusters Score -147695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147700.828125 Penalty: 3368.445801
	Iteration 22Q: 3 clusters Score -147700.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147722.437500 Penalty: 3368.445801
	Iteration 23Q: 3 clusters Score -147722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147737.437500 Penalty: 3368.445801
	Iteration 24Q: 3 clusters Score -147737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147752.140625 Penalty: 3368.445801
	Iteration 25Q: 3 clusters Score -147752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147763.875000 Penalty: 3368.445801
	Iteration 26Q: 3 clusters Score -147763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147769.593750 Penalty: 3368.445801
	Iteration 27Q: 3 clusters Score -147769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147771.250000 Penalty: 3368.445801
	Iteration 28Q: 3 clusters Score -147771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147771.250000 Penalty: 3368.445801
	Iteration 29F: 3 clusters Score -147771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -577497.062500 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -577497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -573917.875000 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -573917.9 nChanged 1276
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: -574810.187500 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -574810.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -575131.062500 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -575131.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -575373.812500 Penalty: 4044.774902
	Iteration 3F: 3 clusters Score -575373.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -575594.000000 Penalty: 4044.774902
	Iteration 4F: 3 clusters Score -575594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -575816.937500 Penalty: 4044.774902
	Iteration 5F: 3 clusters Score -575816.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576034.125000 Penalty: 4044.774902
	Iteration 6F: 3 clusters Score -576034.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -576246.437500 Penalty: 4044.774902
	Iteration 7F: 3 clusters Score -576246.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -576443.812500 Penalty: 4044.774902
	Iteration 8F: 3 clusters Score -576443.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -576608.062500 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -576608.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576727.125000 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -576727.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -576795.562500 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -576795.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -576837.375000 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -576837.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -576870.312500 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -576870.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -576907.750000 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -576907.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -576956.000000 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -576956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -577000.000000 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -577000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -577043.812500 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -577043.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -577075.500000 Penalty: 4044.774902
	Iteration 18Q: 3 clusters Score -577075.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577100.687500 Penalty: 4044.774902
	Iteration 19Q: 3 clusters Score -577100.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -577128.000000 Penalty: 4044.774902
	Iteration 20F: 3 clusters Score -577128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577149.937500 Penalty: 4044.774902
	Iteration 21Q: 3 clusters Score -577149.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577178.437500 Penalty: 4044.774902
	Iteration 22Q: 3 clusters Score -577178.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -577213.250000 Penalty: 4044.774902
	Iteration 23Q: 3 clusters Score -577213.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -577249.812500 Penalty: 4044.774902
	Iteration 24Q: 3 clusters Score -577249.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -577290.312500 Penalty: 4044.774902
	Iteration 25Q: 3 clusters Score -577290.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -577320.250000 Penalty: 4044.774902
	Iteration 26Q: 3 clusters Score -577320.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -577337.437500 Penalty: 4044.774902
	Iteration 27Q: 3 clusters Score -577337.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -577347.937500 Penalty: 4044.774902
	Iteration 28Q: 3 clusters Score -577347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -577354.750000 Penalty: 4044.774902
	Iteration 29Q: 3 clusters Score -577354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -577360.250000 Penalty: 4044.774902
	Iteration 30Q: 3 clusters Score -577360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -577362.437500 Penalty: 4044.774902
	Iteration 31Q: 3 clusters Score -577362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -577364.062500 Penalty: 4044.774902
	Iteration 32Q: 3 clusters Score -577364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -577365.312500 Penalty: 4044.774902
	Iteration 33Q: 3 clusters Score -577365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -577365.937500 Penalty: 4044.774902
	Iteration 34Q: 3 clusters Score -577365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -577371.000000 Penalty: 4044.774902
	Iteration 35Q: 3 clusters Score -577371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -577372.125000 Penalty: 4044.774902
	Iteration 36Q: 3 clusters Score -577372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -577373.750000 Penalty: 4044.774902
	Iteration 37Q: 3 clusters Score -577373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -577374.750000 Penalty: 4044.774902
	Iteration 38Q: 3 clusters Score -577374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -577374.812500 Penalty: 4044.774902
	Iteration 39Q: 3 clusters Score -577374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -577374.812500 Penalty: 4044.774902
	Iteration 40F: 3 clusters Score -577374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -286849.937500 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -286849.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -284464.531250 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -284464.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -284867.000000 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -284867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -285013.562500 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -285013.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -285100.781250 Penalty: 3669.190430
	Iteration 3Q: 3 clusters Score -285100.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -285142.781250 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -285142.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -285172.375000 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -285172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -285189.312500 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -285189.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -285203.718750 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -285203.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -285220.593750 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -285220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -285236.218750 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -285236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -285244.812500 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -285244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -285249.062500 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -285249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -285249.531250 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -285249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -285249.531250 Penalty: 3669.190430
	Iteration 13F: 3 clusters Score -285249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -301573.687500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -301573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -299096.812500 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -299096.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -299907.687500 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -299907.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -300257.750000 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -300257.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -300482.656250 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -300482.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300665.375000 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -300665.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300872.625000 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -300872.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -300995.656250 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -300995.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -301053.375000 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -301053.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -301087.718750 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -301087.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301107.000000 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -301107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -301120.625000 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -301120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -301132.656250 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -301132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -301141.750000 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -301141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301147.968750 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -301148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301149.343750 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -301149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301149.343750 Penalty: 3753.916260
	Iteration 15F: 3 clusters Score -301149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1777008.750000 Penalty: 2290.288086
	Iteration 0F: 2 clusters Score -1777009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1769216.250000 Penalty: 4580.576172
	Iteration 0F: 3 clusters Score -1769216 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1771331.750000 Penalty: 4580.576172
	Iteration 1F: 3 clusters Score -1771332 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1771637.625000 Penalty: 4580.576172
	Iteration 2F: 3 clusters Score -1771638 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1771867.375000 Penalty: 4580.576172
	Iteration 3Q: 3 clusters Score -1771867 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1772047.500000 Penalty: 4580.576172
	Iteration 4Q: 3 clusters Score -1772048 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1772218.125000 Penalty: 4580.576172
	Iteration 5Q: 3 clusters Score -1772218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1772357.125000 Penalty: 4580.576172
	Iteration 6Q: 3 clusters Score -1772357 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1772477.125000 Penalty: 4580.576172
	Iteration 7Q: 3 clusters Score -1772477 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1772603.125000 Penalty: 4580.576172
	Iteration 8Q: 3 clusters Score -1772603 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1772700.125000 Penalty: 4580.576172
	Iteration 9Q: 3 clusters Score -1772700 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1772792.375000 Penalty: 4580.576172
	Iteration 10Q: 3 clusters Score -1772792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1772893.500000 Penalty: 4580.576172
	Iteration 11Q: 3 clusters Score -1772894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1772969.375000 Penalty: 4580.576172
	Iteration 12Q: 3 clusters Score -1772969 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1773035.875000 Penalty: 4580.576172
	Iteration 13Q: 3 clusters Score -1773036 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1773100.375000 Penalty: 4580.576172
	Iteration 14Q: 3 clusters Score -1773100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1773157.125000 Penalty: 4580.576172
	Iteration 15Q: 3 clusters Score -1773157 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1773223.125000 Penalty: 4580.576172
	Iteration 16Q: 3 clusters Score -1773223 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1773296.250000 Penalty: 4580.576172
	Iteration 17Q: 3 clusters Score -1773296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1773368.750000 Penalty: 4580.576172
	Iteration 18Q: 3 clusters Score -1773369 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1773441.375000 Penalty: 4580.576172
	Iteration 19Q: 3 clusters Score -1773441 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1773534.375000 Penalty: 4580.576172
	Iteration 20F: 3 clusters Score -1773534 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1773628.000000 Penalty: 4580.576172
	Iteration 21Q: 3 clusters Score -1773628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1773707.125000 Penalty: 4580.576172
	Iteration 22Q: 3 clusters Score -1773707 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1773782.250000 Penalty: 4580.576172
	Iteration 23Q: 3 clusters Score -1773782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1773845.750000 Penalty: 4580.576172
	Iteration 24Q: 3 clusters Score -1773846 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1773917.875000 Penalty: 4580.576172
	Iteration 25Q: 3 clusters Score -1773918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1773968.875000 Penalty: 4580.576172
	Iteration 26Q: 3 clusters Score -1773969 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1774031.125000 Penalty: 4580.576172
	Iteration 27Q: 3 clusters Score -1774031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1774073.000000 Penalty: 4580.576172
	Iteration 28Q: 3 clusters Score -1774073 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1774121.875000 Penalty: 4580.576172
	Iteration 29Q: 3 clusters Score -1774122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1774180.250000 Penalty: 4580.576172
	Iteration 30Q: 3 clusters Score -1774180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1774227.625000 Penalty: 4580.576172
	Iteration 31Q: 3 clusters Score -1774228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1774281.250000 Penalty: 4580.576172
	Iteration 32Q: 3 clusters Score -1774281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1774323.750000 Penalty: 4580.576172
	Iteration 33Q: 3 clusters Score -1774324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1774380.000000 Penalty: 4580.576172
	Iteration 34Q: 3 clusters Score -1774380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1774428.500000 Penalty: 4580.576172
	Iteration 35Q: 3 clusters Score -1774428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1774470.625000 Penalty: 4580.576172
	Iteration 36Q: 3 clusters Score -1774471 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1774503.500000 Penalty: 4580.576172
	Iteration 37Q: 3 clusters Score -1774504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1774537.875000 Penalty: 4580.576172
	Iteration 38Q: 3 clusters Score -1774538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1774576.125000 Penalty: 4580.576172
	Iteration 39Q: 3 clusters Score -1774576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1774598.750000 Penalty: 4580.576172
	Iteration 40F: 3 clusters Score -1774599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1774627.375000 Penalty: 4580.576172
	Iteration 41Q: 3 clusters Score -1774627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1774650.500000 Penalty: 4580.576172
	Iteration 42Q: 3 clusters Score -1774650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1774673.375000 Penalty: 4580.576172
	Iteration 43Q: 3 clusters Score -1774673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1774684.625000 Penalty: 4580.576172
	Iteration 44Q: 3 clusters Score -1774685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1774698.375000 Penalty: 4580.576172
	Iteration 45Q: 3 clusters Score -1774698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1774712.125000 Penalty: 4580.576172
	Iteration 46Q: 3 clusters Score -1774712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1774731.375000 Penalty: 4580.576172
	Iteration 47Q: 3 clusters Score -1774731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1774746.250000 Penalty: 4580.576172
	Iteration 48Q: 3 clusters Score -1774746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1774760.875000 Penalty: 4580.576172
	Iteration 49Q: 3 clusters Score -1774761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1774771.250000 Penalty: 4580.576172
	Iteration 50Q: 3 clusters Score -1774771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1774783.125000 Penalty: 4580.576172
	Iteration 51Q: 3 clusters Score -1774783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1774791.750000 Penalty: 4580.576172
	Iteration 52Q: 3 clusters Score -1774792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1774802.750000 Penalty: 4580.576172
	Iteration 53Q: 3 clusters Score -1774803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1774811.375000 Penalty: 4580.576172
	Iteration 54Q: 3 clusters Score -1774811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1774819.250000 Penalty: 4580.576172
	Iteration 55Q: 3 clusters Score -1774819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1774830.375000 Penalty: 4580.576172
	Iteration 56Q: 3 clusters Score -1774830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1774838.000000 Penalty: 4580.576172
	Iteration 57Q: 3 clusters Score -1774838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1774837.375000 Penalty: 4580.576172
	Iteration 58Q: 3 clusters Score -1774837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1774845.250000 Penalty: 4580.576172
	Iteration 59Q: 3 clusters Score -1774845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1774855.625000 Penalty: 4580.576172
	Iteration 60F: 3 clusters Score -1774856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1774858.500000 Penalty: 4580.576172
	Iteration 61Q: 3 clusters Score -1774858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1774860.375000 Penalty: 4580.576172
	Iteration 62Q: 3 clusters Score -1774860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1774866.500000 Penalty: 4580.576172
	Iteration 63Q: 3 clusters Score -1774866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1774870.750000 Penalty: 4580.576172
	Iteration 64Q: 3 clusters Score -1774871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1774872.750000 Penalty: 4580.576172
	Iteration 65Q: 3 clusters Score -1774873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1774871.875000 Penalty: 4580.576172
	Iteration 66Q: 3 clusters Score -1774872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1774875.250000 Penalty: 4580.576172
	Iteration 67Q: 3 clusters Score -1774875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1774875.875000 Penalty: 4580.576172
	Iteration 68Q: 3 clusters Score -1774876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1774878.125000 Penalty: 4580.576172
	Iteration 69Q: 3 clusters Score -1774878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1774877.750000 Penalty: 4580.576172
	Iteration 70Q: 3 clusters Score -1774878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1774878.250000 Penalty: 4580.576172
	Iteration 71Q: 3 clusters Score -1774878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1774878.375000 Penalty: 4580.576172
	Iteration 72Q: 3 clusters Score -1774878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1774878.375000 Penalty: 4580.576172
	Iteration 73F: 3 clusters Score -1774878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -873157.125000 Penalty: 2125.541992
	Iteration 0F: 2 clusters Score -873157.1 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 2648 members 
Entering Unmasked Estep 
Score: -868505.750000 Penalty: 4251.083984
	Iteration 0F: 3 clusters Score -868505.8 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -869895.875000 Penalty: 4251.083984
	Iteration 1F: 3 clusters Score -869895.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -870364.875000 Penalty: 4251.083984
	Iteration 2F: 3 clusters Score -870364.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -870751.625000 Penalty: 4251.083984
	Iteration 3F: 3 clusters Score -870751.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -871077.687500 Penalty: 4251.083984
	Iteration 4F: 3 clusters Score -871077.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -871396.437500 Penalty: 4251.083984
	Iteration 5F: 3 clusters Score -871396.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -871647.562500 Penalty: 4251.083984
	Iteration 6F: 3 clusters Score -871647.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -871858.500000 Penalty: 4251.083984
	Iteration 7Q: 3 clusters Score -871858.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -872029.750000 Penalty: 4251.083984
	Iteration 8Q: 3 clusters Score -872029.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -872142.000000 Penalty: 4251.083984
	Iteration 9Q: 3 clusters Score -872142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -872225.812500 Penalty: 4251.083984
	Iteration 10Q: 3 clusters Score -872225.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -872275.437500 Penalty: 4251.083984
	Iteration 11Q: 3 clusters Score -872275.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -872315.062500 Penalty: 4251.083984
	Iteration 12Q: 3 clusters Score -872315.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -872344.812500 Penalty: 4251.083984
	Iteration 13Q: 3 clusters Score -872344.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -872377.000000 Penalty: 4251.083984
	Iteration 14Q: 3 clusters Score -872377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -872406.937500 Penalty: 4251.083984
	Iteration 15Q: 3 clusters Score -872406.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -872429.000000 Penalty: 4251.083984
	Iteration 16Q: 3 clusters Score -872429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -872445.875000 Penalty: 4251.083984
	Iteration 17Q: 3 clusters Score -872445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -872460.125000 Penalty: 4251.083984
	Iteration 18Q: 3 clusters Score -872460.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -872475.000000 Penalty: 4251.083984
	Iteration 19Q: 3 clusters Score -872475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -872493.875000 Penalty: 4251.083984
	Iteration 20F: 3 clusters Score -872493.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -872508.687500 Penalty: 4251.083984
	Iteration 21Q: 3 clusters Score -872508.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -872519.625000 Penalty: 4251.083984
	Iteration 22Q: 3 clusters Score -872519.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -872529.250000 Penalty: 4251.083984
	Iteration 23Q: 3 clusters Score -872529.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -872534.750000 Penalty: 4251.083984
	Iteration 24Q: 3 clusters Score -872534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -872540.562500 Penalty: 4251.083984
	Iteration 25Q: 3 clusters Score -872540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -872545.875000 Penalty: 4251.083984
	Iteration 26Q: 3 clusters Score -872545.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -872553.250000 Penalty: 4251.083984
	Iteration 27Q: 3 clusters Score -872553.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -872561.500000 Penalty: 4251.083984
	Iteration 28Q: 3 clusters Score -872561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -872569.875000 Penalty: 4251.083984
	Iteration 29Q: 3 clusters Score -872569.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -872577.750000 Penalty: 4251.083984
	Iteration 30Q: 3 clusters Score -872577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -872579.500000 Penalty: 4251.083984
	Iteration 31Q: 3 clusters Score -872579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -872585.062500 Penalty: 4251.083984
	Iteration 32Q: 3 clusters Score -872585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -872586.937500 Penalty: 4251.083984
	Iteration 33Q: 3 clusters Score -872586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -872589.312500 Penalty: 4251.083984
	Iteration 34Q: 3 clusters Score -872589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -872591.312500 Penalty: 4251.083984
	Iteration 35Q: 3 clusters Score -872591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -872594.625000 Penalty: 4251.083984
	Iteration 36Q: 3 clusters Score -872594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -872593.875000 Penalty: 4251.083984
	Iteration 37Q: 3 clusters Score -872593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -872594.500000 Penalty: 4251.083984
	Iteration 38Q: 3 clusters Score -872594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -872595.687500 Penalty: 4251.083984
	Iteration 39Q: 3 clusters Score -872595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -872596.250000 Penalty: 4251.083984
	Iteration 40F: 3 clusters Score -872596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Entering Unmasked Estep 
Score: -3009102.500000 Penalty: 2424.643799
	Iteration 0F: 2 clusters Score -3009102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2996648.750000 Penalty: 4849.287598
	Iteration 0F: 3 clusters Score -2996649 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3001140.750000 Penalty: 4849.287598
	Iteration 1F: 3 clusters Score -3001141 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3002048.250000 Penalty: 4849.287598
	Iteration 2F: 3 clusters Score -3002048 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3003045.250000 Penalty: 4849.287598
	Iteration 3F: 3 clusters Score -3003045 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3004124.250000 Penalty: 4849.287598
	Iteration 4F: 3 clusters Score -3004124 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3005190.750000 Penalty: 4849.287598
	Iteration 5F: 3 clusters Score -3005191 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3006088.500000 Penalty: 4849.287598
	Iteration 6F: 3 clusters Score -3006088 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3006715.500000 Penalty: 4849.287598
	Iteration 7F: 3 clusters Score -3006716 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3007052.500000 Penalty: 4849.287598
	Iteration 8Q: 3 clusters Score -3007052 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3007277.250000 Penalty: 4849.287598
	Iteration 9Q: 3 clusters Score -3007277 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3007383.250000 Penalty: 4849.287598
	Iteration 10Q: 3 clusters Score -3007383 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3007462.000000 Penalty: 4849.287598
	Iteration 11Q: 3 clusters Score -3007462 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3007505.750000 Penalty: 4849.287598
	Iteration 12Q: 3 clusters Score -3007506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3007549.750000 Penalty: 4849.287598
	Iteration 13Q: 3 clusters Score -3007550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3007572.750000 Penalty: 4849.287598
	Iteration 14Q: 3 clusters Score -3007573 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3007598.750000 Penalty: 4849.287598
	Iteration 15Q: 3 clusters Score -3007599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3007626.750000 Penalty: 4849.287598
	Iteration 16Q: 3 clusters Score -3007627 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3007653.500000 Penalty: 4849.287598
	Iteration 17Q: 3 clusters Score -3007654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3007674.250000 Penalty: 4849.287598
	Iteration 18Q: 3 clusters Score -3007674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3007696.250000 Penalty: 4849.287598
	Iteration 19Q: 3 clusters Score -3007696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3007712.500000 Penalty: 4849.287598
	Iteration 20F: 3 clusters Score -3007712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3007743.750000 Penalty: 4849.287598
	Iteration 21Q: 3 clusters Score -3007744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3007760.750000 Penalty: 4849.287598
	Iteration 22Q: 3 clusters Score -3007761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3007795.500000 Penalty: 4849.287598
	Iteration 23Q: 3 clusters Score -3007796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3007825.500000 Penalty: 4849.287598
	Iteration 24Q: 3 clusters Score -3007826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3007856.500000 Penalty: 4849.287598
	Iteration 25Q: 3 clusters Score -3007856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3007874.000000 Penalty: 4849.287598
	Iteration 26Q: 3 clusters Score -3007874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3007893.000000 Penalty: 4849.287598
	Iteration 27Q: 3 clusters Score -3007893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3007910.250000 Penalty: 4849.287598
	Iteration 28Q: 3 clusters Score -3007910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3007933.500000 Penalty: 4849.287598
	Iteration 29Q: 3 clusters Score -3007934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3007945.250000 Penalty: 4849.287598
	Iteration 30Q: 3 clusters Score -3007945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3007964.000000 Penalty: 4849.287598
	Iteration 31Q: 3 clusters Score -3007964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3007964.000000 Penalty: 4849.287598
	Iteration 32Q: 3 clusters Score -3007964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3007993.000000 Penalty: 4849.287598
	Iteration 33Q: 3 clusters Score -3007993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3008012.500000 Penalty: 4849.287598
	Iteration 34Q: 3 clusters Score -3008012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3008010.500000 Penalty: 4849.287598
	Iteration 35Q: 3 clusters Score -3008010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3008022.000000 Penalty: 4849.287598
	Iteration 36Q: 3 clusters Score -3008022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3008034.500000 Penalty: 4849.287598
	Iteration 37Q: 3 clusters Score -3008034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3008040.500000 Penalty: 4849.287598
	Iteration 38Q: 3 clusters Score -3008040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3008046.000000 Penalty: 4849.287598
	Iteration 39Q: 3 clusters Score -3008046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3008049.000000 Penalty: 4849.287598
	Iteration 40F: 3 clusters Score -3008049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3008051.250000 Penalty: 4849.287598
	Iteration 41Q: 3 clusters Score -3008051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3008064.750000 Penalty: 4849.287598
	Iteration 42Q: 3 clusters Score -3008065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3008067.250000 Penalty: 4849.287598
	Iteration 43Q: 3 clusters Score -3008067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3008078.000000 Penalty: 4849.287598
	Iteration 44Q: 3 clusters Score -3008078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3008070.250000 Penalty: 4849.287598
	Iteration 45Q: 3 clusters Score -3008070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3008092.750000 Penalty: 4849.287598
	Iteration 46Q: 3 clusters Score -3008093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3008112.500000 Penalty: 4849.287598
	Iteration 47Q: 3 clusters Score -3008112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3008122.000000 Penalty: 4849.287598
	Iteration 48Q: 3 clusters Score -3008122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3008119.250000 Penalty: 4849.287598
	Iteration 49Q: 3 clusters Score -3008119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3008128.750000 Penalty: 4849.287598
	Iteration 50Q: 3 clusters Score -3008129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3008144.250000 Penalty: 4849.287598
	Iteration 51Q: 3 clusters Score -3008144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3008153.000000 Penalty: 4849.287598
	Iteration 52Q: 3 clusters Score -3008153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3008166.250000 Penalty: 4849.287598
	Iteration 53Q: 3 clusters Score -3008166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3008174.000000 Penalty: 4849.287598
	Iteration 54Q: 3 clusters Score -3008174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3008185.250000 Penalty: 4849.287598
	Iteration 55Q: 3 clusters Score -3008185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3008198.250000 Penalty: 4849.287598
	Iteration 56Q: 3 clusters Score -3008198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3008204.250000 Penalty: 4849.287598
	Iteration 57Q: 3 clusters Score -3008204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3008205.250000 Penalty: 4849.287598
	Iteration 58Q: 3 clusters Score -3008205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3008216.000000 Penalty: 4849.287598
	Iteration 59Q: 3 clusters Score -3008216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3008218.750000 Penalty: 4849.287598
	Iteration 60F: 3 clusters Score -3008219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3008211.750000 Penalty: 4849.287598
	Iteration 61Q: 3 clusters Score -3008212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3008217.750000 Penalty: 4849.287598
	Iteration 62Q: 3 clusters Score -3008218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3008217.250000 Penalty: 4849.287598
	Iteration 63Q: 3 clusters Score -3008217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3008217.250000 Penalty: 4849.287598
	Iteration 64Q: 3 clusters Score -3008217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3008223.500000 Penalty: 4849.287598
	Iteration 65Q: 3 clusters Score -3008224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3008220.750000 Penalty: 4849.287598
	Iteration 66Q: 3 clusters Score -3008221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3008223.750000 Penalty: 4849.287598
	Iteration 67Q: 3 clusters Score -3008224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3008228.000000 Penalty: 4849.287598
	Iteration 68Q: 3 clusters Score -3008228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3008226.000000 Penalty: 4849.287598
	Iteration 69Q: 3 clusters Score -3008226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3008232.500000 Penalty: 4849.287598
	Iteration 70Q: 3 clusters Score -3008232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3008232.000000 Penalty: 4849.287598
	Iteration 71Q: 3 clusters Score -3008232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3008234.750000 Penalty: 4849.287598
	Iteration 72Q: 3 clusters Score -3008235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3008230.250000 Penalty: 4849.287598
	Iteration 73Q: 3 clusters Score -3008230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3008228.750000 Penalty: 4849.287598
	Iteration 74Q: 3 clusters Score -3008229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3008229.000000 Penalty: 4849.287598
	Iteration 75Q: 3 clusters Score -3008229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3008223.500000 Penalty: 4849.287598
	Iteration 76Q: 3 clusters Score -3008224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3008228.000000 Penalty: 4849.287598
	Iteration 77Q: 3 clusters Score -3008228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3008225.500000 Penalty: 4849.287598
	Iteration 78Q: 3 clusters Score -3008226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3008228.250000 Penalty: 4849.287598
	Iteration 79Q: 3 clusters Score -3008228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3008231.500000 Penalty: 4849.287598
	Iteration 80F: 3 clusters Score -3008232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3008231.750000 Penalty: 4849.287598
	Iteration 81Q: 3 clusters Score -3008232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3008230.750000 Penalty: 4849.287598
	Iteration 82Q: 3 clusters Score -3008231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3008227.750000 Penalty: 4849.287598
	Iteration 83Q: 3 clusters Score -3008228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3008233.000000 Penalty: 4849.287598
	Iteration 84Q: 3 clusters Score -3008233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3008233.500000 Penalty: 4849.287598
	Iteration 85Q: 3 clusters Score -3008234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3008234.000000 Penalty: 4849.287598
	Iteration 86Q: 3 clusters Score -3008234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3008234.000000 Penalty: 4849.287598
	Iteration 87Q: 3 clusters Score -3008234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3008239.250000 Penalty: 4849.287598
	Iteration 88Q: 3 clusters Score -3008239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3008236.750000 Penalty: 4849.287598
	Iteration 89Q: 3 clusters Score -3008237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3008237.250000 Penalty: 4849.287598
	Iteration 90Q: 3 clusters Score -3008237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3008236.500000 Penalty: 4849.287598
	Iteration 91Q: 3 clusters Score -3008236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3008239.750000 Penalty: 4849.287598
	Iteration 92Q: 3 clusters Score -3008240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3008238.750000 Penalty: 4849.287598
	Iteration 93Q: 3 clusters Score -3008239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3008238.750000 Penalty: 4849.287598
	Iteration 94F: 3 clusters Score -3008239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -62296.378906 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -62296.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60976.093750 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60976.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61154.015625 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -61154.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61229.750000 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -61229.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61293.835938 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -61293.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61321.093750 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -61321.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61349.410156 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -61349.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61357.359375 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -61357.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61358.105469 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -61358.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61358.105469 Penalty: 2966.781494
	Iteration 8F: 3 clusters Score -61358.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -77602.671875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -77602.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76093.453125 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -76093.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76291.273438 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -76291.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76354.765625 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -76354.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76378.156250 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -76378.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76401.468750 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -76401.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76421.421875 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -76421.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76439.179688 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -76439.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76454.617188 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -76454.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76470.218750 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -76470.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76486.718750 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -76486.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76496.359375 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -76496.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76496.359375 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -76496.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -62098.140625 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -62098.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60737.457031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -60737.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60954.968750 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -60954.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61020.921875 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -61020.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61093.542969 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -61093.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61126.605469 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -61126.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61158.023438 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -61158.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61182.476562 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -61182.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61182.476562 Penalty: 3035.667480
	Iteration 7F: 3 clusters Score -61182.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -351888.843750 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -351888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -349298.718750 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -349298.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -349735.031250 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -349735 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -349851.093750 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -349851.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -349922.656250 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -349922.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -349968.406250 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -349968.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -350006.968750 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -350007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -350029.250000 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -350029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -350041.312500 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -350041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -350049.906250 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -350049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -350055.531250 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -350055.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -350061.187500 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -350061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -350065.468750 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -350065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -350068.218750 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -350068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -350072.312500 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -350072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -350078.812500 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -350078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -350082.125000 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -350082.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -350087.312500 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -350087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -350089.875000 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -350089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350090.937500 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -350090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -350090.937500 Penalty: 3766.563477
	Iteration 19F: 3 clusters Score -350090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117822.781250 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117822.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118133.765625 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118133.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118280.046875 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118383.750000 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -118383.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118469.570312 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -118469.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118576.203125 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -118576.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -118662.898438 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -118662.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118796.921875 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -118796.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118890.242188 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -118890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -118975.945312 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -118975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119011.460938 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -119011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119057.007812 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -119057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119065.710938 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119065.710938 Penalty: 3288.164062
	Iteration 13F: 3 clusters Score -119065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (36302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Entering Unmasked Estep 
Score: -6383620.000000 Penalty: 2603.907715
	Iteration 0F: 2 clusters Score -6383620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -6359244.500000 Penalty: 5207.815430
	Iteration 0F: 3 clusters Score -6359244 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6368346.500000 Penalty: 5207.815430
	Iteration 1F: 3 clusters Score -6368346 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -6368856.000000 Penalty: 5207.815430
	Iteration 2Q: 3 clusters Score -6368856 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -6369291.500000 Penalty: 5207.815430
	Iteration 3Q: 3 clusters Score -6369292 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -6369656.500000 Penalty: 5207.815430
	Iteration 4Q: 3 clusters Score -6369656 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6370120.500000 Penalty: 5207.815430
	Iteration 5Q: 3 clusters Score -6370120 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -6370561.500000 Penalty: 5207.815430
	Iteration 6Q: 3 clusters Score -6370562 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -6371050.500000 Penalty: 5207.815430
	Iteration 7Q: 3 clusters Score -6371050 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -6371622.500000 Penalty: 5207.815430
	Iteration 8Q: 3 clusters Score -6371622 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6372362.500000 Penalty: 5207.815430
	Iteration 9Q: 3 clusters Score -6372362 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -6373434.000000 Penalty: 5207.815430
	Iteration 10Q: 3 clusters Score -6373434 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -6374799.500000 Penalty: 5207.815430
	Iteration 11F: 3 clusters Score -6374800 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6376393.000000 Penalty: 5207.815430
	Iteration 12F: 3 clusters Score -6376393 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -6377903.000000 Penalty: 5207.815430
	Iteration 13F: 3 clusters Score -6377903 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -6379143.000000 Penalty: 5207.815430
	Iteration 14Q: 3 clusters Score -6379143 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6379958.000000 Penalty: 5207.815430
	Iteration 15Q: 3 clusters Score -6379958 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -6380490.000000 Penalty: 5207.815430
	Iteration 16Q: 3 clusters Score -6380490 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -6380792.500000 Penalty: 5207.815430
	Iteration 17Q: 3 clusters Score -6380792 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -6380999.500000 Penalty: 5207.815430
	Iteration 18Q: 3 clusters Score -6381000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6381148.000000 Penalty: 5207.815430
	Iteration 19Q: 3 clusters Score -6381148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -6381218.500000 Penalty: 5207.815430
	Iteration 20F: 3 clusters Score -6381218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -6381266.500000 Penalty: 5207.815430
	Iteration 21Q: 3 clusters Score -6381266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6381309.000000 Penalty: 5207.815430
	Iteration 22Q: 3 clusters Score -6381309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6381343.500000 Penalty: 5207.815430
	Iteration 23Q: 3 clusters Score -6381344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6381365.500000 Penalty: 5207.815430
	Iteration 24Q: 3 clusters Score -6381366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -6381375.500000 Penalty: 5207.815430
	Iteration 25Q: 3 clusters Score -6381376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6381381.000000 Penalty: 5207.815430
	Iteration 26Q: 3 clusters Score -6381381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -6381386.500000 Penalty: 5207.815430
	Iteration 27Q: 3 clusters Score -6381386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6381398.000000 Penalty: 5207.815430
	Iteration 28Q: 3 clusters Score -6381398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -6381405.000000 Penalty: 5207.815430
	Iteration 29Q: 3 clusters Score -6381405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -6381402.500000 Penalty: 5207.815430
	Iteration 30Q: 3 clusters Score -6381402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -6381402.000000 Penalty: 5207.815430
	Iteration 31Q: 3 clusters Score -6381402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6381407.000000 Penalty: 5207.815430
	Iteration 32Q: 3 clusters Score -6381407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -6381409.500000 Penalty: 5207.815430
	Iteration 33Q: 3 clusters Score -6381410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6381409.000000 Penalty: 5207.815430
	Iteration 34Q: 3 clusters Score -6381409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6381410.500000 Penalty: 5207.815430
	Iteration 35Q: 3 clusters Score -6381410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6381410.500000 Penalty: 5207.815430
	Iteration 36F: 3 clusters Score -6381410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (36404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Entering Unmasked Estep 
Score: -6587167.500000 Penalty: 2604.603516
	Iteration 0F: 2 clusters Score -6587168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6563819.000000 Penalty: 5209.207031
	Iteration 0F: 3 clusters Score -6563819 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -6572777.500000 Penalty: 5209.207031
	Iteration 1F: 3 clusters Score -6572778 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6573205.500000 Penalty: 5209.207031
	Iteration 2Q: 3 clusters Score -6573206 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -6573578.500000 Penalty: 5209.207031
	Iteration 3Q: 3 clusters Score -6573578 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -6573999.000000 Penalty: 5209.207031
	Iteration 4Q: 3 clusters Score -6573999 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -6574532.000000 Penalty: 5209.207031
	Iteration 5Q: 3 clusters Score -6574532 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6575252.500000 Penalty: 5209.207031
	Iteration 6Q: 3 clusters Score -6575252 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -6576193.000000 Penalty: 5209.207031
	Iteration 7Q: 3 clusters Score -6576193 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -6577480.500000 Penalty: 5209.207031
	Iteration 8F: 3 clusters Score -6577480 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -6579047.500000 Penalty: 5209.207031
	Iteration 9F: 3 clusters Score -6579048 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -6580835.500000 Penalty: 5209.207031
	Iteration 10F: 3 clusters Score -6580836 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -6582274.500000 Penalty: 5209.207031
	Iteration 11Q: 3 clusters Score -6582274 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -6583504.500000 Penalty: 5209.207031
	Iteration 12Q: 3 clusters Score -6583504 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6584235.000000 Penalty: 5209.207031
	Iteration 13Q: 3 clusters Score -6584235 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6584657.500000 Penalty: 5209.207031
	Iteration 14Q: 3 clusters Score -6584658 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6584931.500000 Penalty: 5209.207031
	Iteration 15Q: 3 clusters Score -6584932 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6585088.500000 Penalty: 5209.207031
	Iteration 16Q: 3 clusters Score -6585088 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6585182.500000 Penalty: 5209.207031
	Iteration 17Q: 3 clusters Score -6585182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6585250.500000 Penalty: 5209.207031
	Iteration 18Q: 3 clusters Score -6585250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6585293.500000 Penalty: 5209.207031
	Iteration 19Q: 3 clusters Score -6585294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6585360.000000 Penalty: 5209.207031
	Iteration 20F: 3 clusters Score -6585360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6585378.500000 Penalty: 5209.207031
	Iteration 21Q: 3 clusters Score -6585378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6585397.000000 Penalty: 5209.207031
	Iteration 22Q: 3 clusters Score -6585397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6585426.000000 Penalty: 5209.207031
	Iteration 23Q: 3 clusters Score -6585426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6585424.000000 Penalty: 5209.207031
	Iteration 24Q: 3 clusters Score -6585424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6585450.000000 Penalty: 5209.207031
	Iteration 25Q: 3 clusters Score -6585450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6585469.000000 Penalty: 5209.207031
	Iteration 26Q: 3 clusters Score -6585469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6585479.000000 Penalty: 5209.207031
	Iteration 27Q: 3 clusters Score -6585479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6585501.000000 Penalty: 5209.207031
	Iteration 28Q: 3 clusters Score -6585501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6585494.500000 Penalty: 5209.207031
	Iteration 29Q: 3 clusters Score -6585494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6585503.000000 Penalty: 5209.207031
	Iteration 30Q: 3 clusters Score -6585503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6585495.500000 Penalty: 5209.207031
	Iteration 31Q: 3 clusters Score -6585496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6585497.500000 Penalty: 5209.207031
	Iteration 32Q: 3 clusters Score -6585498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6585491.000000 Penalty: 5209.207031
	Iteration 33Q: 3 clusters Score -6585491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6585504.000000 Penalty: 5209.207031
	Iteration 34Q: 3 clusters Score -6585504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6585524.000000 Penalty: 5209.207031
	Iteration 35Q: 3 clusters Score -6585524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6585510.000000 Penalty: 5209.207031
	Iteration 36Q: 3 clusters Score -6585510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6585498.500000 Penalty: 5209.207031
	Iteration 37Q: 3 clusters Score -6585498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6585498.000000 Penalty: 5209.207031
	Iteration 38Q: 3 clusters Score -6585498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6585505.000000 Penalty: 5209.207031
	Iteration 39Q: 3 clusters Score -6585505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6585490.000000 Penalty: 5209.207031
	Iteration 40F: 3 clusters Score -6585490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6585495.500000 Penalty: 5209.207031
	Iteration 41Q: 3 clusters Score -6585496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6585489.000000 Penalty: 5209.207031
	Iteration 42Q: 3 clusters Score -6585489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6585488.000000 Penalty: 5209.207031
	Iteration 43Q: 3 clusters Score -6585488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6585485.500000 Penalty: 5209.207031
	Iteration 44Q: 3 clusters Score -6585486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6585491.000000 Penalty: 5209.207031
	Iteration 45Q: 3 clusters Score -6585491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6585481.000000 Penalty: 5209.207031
	Iteration 46Q: 3 clusters Score -6585481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6585495.500000 Penalty: 5209.207031
	Iteration 47Q: 3 clusters Score -6585496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6585481.500000 Penalty: 5209.207031
	Iteration 48Q: 3 clusters Score -6585482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6585484.500000 Penalty: 5209.207031
	Iteration 49Q: 3 clusters Score -6585484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6585486.000000 Penalty: 5209.207031
	Iteration 50Q: 3 clusters Score -6585486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6585488.000000 Penalty: 5209.207031
	Iteration 51Q: 3 clusters Score -6585488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6585479.500000 Penalty: 5209.207031
	Iteration 52Q: 3 clusters Score -6585480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6585479.000000 Penalty: 5209.207031
	Iteration 53Q: 3 clusters Score -6585479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6585475.500000 Penalty: 5209.207031
	Iteration 54Q: 3 clusters Score -6585476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6585467.500000 Penalty: 5209.207031
	Iteration 55Q: 3 clusters Score -6585468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6585479.500000 Penalty: 5209.207031
	Iteration 56Q: 3 clusters Score -6585480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6585474.500000 Penalty: 5209.207031
	Iteration 57Q: 3 clusters Score -6585474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6585474.500000 Penalty: 5209.207031
	Iteration 58Q: 3 clusters Score -6585474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6585475.000000 Penalty: 5209.207031
	Iteration 59Q: 3 clusters Score -6585475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6585466.500000 Penalty: 5209.207031
	Iteration 60F: 3 clusters Score -6585466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6585474.000000 Penalty: 5209.207031
	Iteration 61Q: 3 clusters Score -6585474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6585476.000000 Penalty: 5209.207031
	Iteration 62Q: 3 clusters Score -6585476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6585469.500000 Penalty: 5209.207031
	Iteration 63Q: 3 clusters Score -6585470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6585469.500000 Penalty: 5209.207031
	Iteration 64Q: 3 clusters Score -6585470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6585468.000000 Penalty: 5209.207031
	Iteration 65Q: 3 clusters Score -6585468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6585465.500000 Penalty: 5209.207031
	Iteration 66Q: 3 clusters Score -6585466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6585469.000000 Penalty: 5209.207031
	Iteration 67Q: 3 clusters Score -6585469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6585466.500000 Penalty: 5209.207031
	Iteration 68Q: 3 clusters Score -6585466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6585469.000000 Penalty: 5209.207031
	Iteration 69Q: 3 clusters Score -6585469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6585476.500000 Penalty: 5209.207031
	Iteration 70Q: 3 clusters Score -6585476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6585458.500000 Penalty: 5209.207031
	Iteration 71Q: 3 clusters Score -6585458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6585471.500000 Penalty: 5209.207031
	Iteration 72Q: 3 clusters Score -6585472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6585465.000000 Penalty: 5209.207031
	Iteration 73Q: 3 clusters Score -6585465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6585469.500000 Penalty: 5209.207031
	Iteration 74Q: 3 clusters Score -6585470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6585469.500000 Penalty: 5209.207031
	Iteration 75F: 3 clusters Score -6585470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (40055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Entering Unmasked Estep 
Score: -6982280.500000 Penalty: 2628.306152
	Iteration 0F: 2 clusters Score -6982280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -6955912.000000 Penalty: 5256.612305
	Iteration 0F: 3 clusters Score -6955912 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6966032.500000 Penalty: 5256.612305
	Iteration 1F: 3 clusters Score -6966032 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -6966689.000000 Penalty: 5256.612305
	Iteration 2Q: 3 clusters Score -6966689 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -6967596.000000 Penalty: 5256.612305
	Iteration 3Q: 3 clusters Score -6967596 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -6968799.000000 Penalty: 5256.612305
	Iteration 4F: 3 clusters Score -6968799 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -6970519.500000 Penalty: 5256.612305
	Iteration 5F: 3 clusters Score -6970520 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -6972513.000000 Penalty: 5256.612305
	Iteration 6F: 3 clusters Score -6972513 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6974464.000000 Penalty: 5256.612305
	Iteration 7F: 3 clusters Score -6974464 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -6976143.000000 Penalty: 5256.612305
	Iteration 8F: 3 clusters Score -6976143 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6977482.500000 Penalty: 5256.612305
	Iteration 9F: 3 clusters Score -6977482 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -6978450.500000 Penalty: 5256.612305
	Iteration 10Q: 3 clusters Score -6978450 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6979065.500000 Penalty: 5256.612305
	Iteration 11Q: 3 clusters Score -6979066 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -6979512.500000 Penalty: 5256.612305
	Iteration 12Q: 3 clusters Score -6979512 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -6979770.000000 Penalty: 5256.612305
	Iteration 13Q: 3 clusters Score -6979770 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -6979976.500000 Penalty: 5256.612305
	Iteration 14Q: 3 clusters Score -6979976 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -6980104.000000 Penalty: 5256.612305
	Iteration 15Q: 3 clusters Score -6980104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -6980250.000000 Penalty: 5256.612305
	Iteration 16Q: 3 clusters Score -6980250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -6980334.000000 Penalty: 5256.612305
	Iteration 17Q: 3 clusters Score -6980334 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -6980404.500000 Penalty: 5256.612305
	Iteration 18Q: 3 clusters Score -6980404 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -6980450.500000 Penalty: 5256.612305
	Iteration 19Q: 3 clusters Score -6980450 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -6980522.500000 Penalty: 5256.612305
	Iteration 20F: 3 clusters Score -6980522 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -6980583.000000 Penalty: 5256.612305
	Iteration 21Q: 3 clusters Score -6980583 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6980641.500000 Penalty: 5256.612305
	Iteration 22Q: 3 clusters Score -6980642 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6980670.500000 Penalty: 5256.612305
	Iteration 23Q: 3 clusters Score -6980670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -6980691.000000 Penalty: 5256.612305
	Iteration 24Q: 3 clusters Score -6980691 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6980739.500000 Penalty: 5256.612305
	Iteration 25Q: 3 clusters Score -6980740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -6980756.000000 Penalty: 5256.612305
	Iteration 26Q: 3 clusters Score -6980756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6980785.500000 Penalty: 5256.612305
	Iteration 27Q: 3 clusters Score -6980786 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -6980832.000000 Penalty: 5256.612305
	Iteration 28Q: 3 clusters Score -6980832 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6980848.000000 Penalty: 5256.612305
	Iteration 29Q: 3 clusters Score -6980848 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -6980891.500000 Penalty: 5256.612305
	Iteration 30Q: 3 clusters Score -6980892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6980913.000000 Penalty: 5256.612305
	Iteration 31Q: 3 clusters Score -6980913 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -6980958.000000 Penalty: 5256.612305
	Iteration 32Q: 3 clusters Score -6980958 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -6980993.500000 Penalty: 5256.612305
	Iteration 33Q: 3 clusters Score -6980994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -6981045.000000 Penalty: 5256.612305
	Iteration 34Q: 3 clusters Score -6981045 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -6981096.000000 Penalty: 5256.612305
	Iteration 35Q: 3 clusters Score -6981096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6981137.000000 Penalty: 5256.612305
	Iteration 36Q: 3 clusters Score -6981137 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6981146.500000 Penalty: 5256.612305
	Iteration 37Q: 3 clusters Score -6981146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6981186.500000 Penalty: 5256.612305
	Iteration 38Q: 3 clusters Score -6981186 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -6981219.000000 Penalty: 5256.612305
	Iteration 39Q: 3 clusters Score -6981219 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -6981249.500000 Penalty: 5256.612305
	Iteration 40F: 3 clusters Score -6981250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6981303.500000 Penalty: 5256.612305
	Iteration 41Q: 3 clusters Score -6981304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6981344.000000 Penalty: 5256.612305
	Iteration 42Q: 3 clusters Score -6981344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6981415.500000 Penalty: 5256.612305
	Iteration 43Q: 3 clusters Score -6981416 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -6981506.000000 Penalty: 5256.612305
	Iteration 44Q: 3 clusters Score -6981506 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6981529.000000 Penalty: 5256.612305
	Iteration 45Q: 3 clusters Score -6981529 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6981584.000000 Penalty: 5256.612305
	Iteration 46Q: 3 clusters Score -6981584 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6981641.000000 Penalty: 5256.612305
	Iteration 47Q: 3 clusters Score -6981641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -6981660.500000 Penalty: 5256.612305
	Iteration 48Q: 3 clusters Score -6981660 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6981717.000000 Penalty: 5256.612305
	Iteration 49Q: 3 clusters Score -6981717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6981749.500000 Penalty: 5256.612305
	Iteration 50Q: 3 clusters Score -6981750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6981786.000000 Penalty: 5256.612305
	Iteration 51Q: 3 clusters Score -6981786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6981764.000000 Penalty: 5256.612305
	Iteration 52Q: 3 clusters Score -6981764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6981776.000000 Penalty: 5256.612305
	Iteration 53Q: 3 clusters Score -6981776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6981776.500000 Penalty: 5256.612305
	Iteration 54Q: 3 clusters Score -6981776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6981794.500000 Penalty: 5256.612305
	Iteration 55Q: 3 clusters Score -6981794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6981808.000000 Penalty: 5256.612305
	Iteration 56Q: 3 clusters Score -6981808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -6981808.500000 Penalty: 5256.612305
	Iteration 57Q: 3 clusters Score -6981808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6981809.500000 Penalty: 5256.612305
	Iteration 58Q: 3 clusters Score -6981810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6981828.000000 Penalty: 5256.612305
	Iteration 59Q: 3 clusters Score -6981828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6981822.000000 Penalty: 5256.612305
	Iteration 60F: 3 clusters Score -6981822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6981825.500000 Penalty: 5256.612305
	Iteration 61Q: 3 clusters Score -6981826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6981836.500000 Penalty: 5256.612305
	Iteration 62Q: 3 clusters Score -6981836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6981838.000000 Penalty: 5256.612305
	Iteration 63Q: 3 clusters Score -6981838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6981851.500000 Penalty: 5256.612305
	Iteration 64Q: 3 clusters Score -6981852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6981854.000000 Penalty: 5256.612305
	Iteration 65Q: 3 clusters Score -6981854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6981856.000000 Penalty: 5256.612305
	Iteration 66Q: 3 clusters Score -6981856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6981853.500000 Penalty: 5256.612305
	Iteration 67Q: 3 clusters Score -6981854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6981851.500000 Penalty: 5256.612305
	Iteration 68Q: 3 clusters Score -6981852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6981860.500000 Penalty: 5256.612305
	Iteration 69Q: 3 clusters Score -6981860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6981855.500000 Penalty: 5256.612305
	Iteration 70Q: 3 clusters Score -6981856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6981850.500000 Penalty: 5256.612305
	Iteration 71Q: 3 clusters Score -6981850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6981851.500000 Penalty: 5256.612305
	Iteration 72Q: 3 clusters Score -6981852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6981840.500000 Penalty: 5256.612305
	Iteration 73Q: 3 clusters Score -6981840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6981843.500000 Penalty: 5256.612305
	Iteration 74Q: 3 clusters Score -6981844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6981845.500000 Penalty: 5256.612305
	Iteration 75Q: 3 clusters Score -6981846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6981848.500000 Penalty: 5256.612305
	Iteration 76Q: 3 clusters Score -6981848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6981853.000000 Penalty: 5256.612305
	Iteration 77Q: 3 clusters Score -6981853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6981848.500000 Penalty: 5256.612305
	Iteration 78Q: 3 clusters Score -6981848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6981851.000000 Penalty: 5256.612305
	Iteration 79Q: 3 clusters Score -6981851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6981849.500000 Penalty: 5256.612305
	Iteration 80F: 3 clusters Score -6981850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6981850.500000 Penalty: 5256.612305
	Iteration 81Q: 3 clusters Score -6981850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6981854.000000 Penalty: 5256.612305
	Iteration 82Q: 3 clusters Score -6981854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6981848.500000 Penalty: 5256.612305
	Iteration 83Q: 3 clusters Score -6981848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6981849.500000 Penalty: 5256.612305
	Iteration 84Q: 3 clusters Score -6981850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6981838.000000 Penalty: 5256.612305
	Iteration 85Q: 3 clusters Score -6981838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6981843.000000 Penalty: 5256.612305
	Iteration 86Q: 3 clusters Score -6981843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6981842.000000 Penalty: 5256.612305
	Iteration 87Q: 3 clusters Score -6981842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -6981839.000000 Penalty: 5256.612305
	Iteration 88Q: 3 clusters Score -6981839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -6981834.000000 Penalty: 5256.612305
	Iteration 89Q: 3 clusters Score -6981834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6981850.500000 Penalty: 5256.612305
	Iteration 90Q: 3 clusters Score -6981850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6981850.000000 Penalty: 5256.612305
	Iteration 91Q: 3 clusters Score -6981850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6981845.500000 Penalty: 5256.612305
	Iteration 92Q: 3 clusters Score -6981846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6981844.000000 Penalty: 5256.612305
	Iteration 93Q: 3 clusters Score -6981844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6981844.000000 Penalty: 5256.612305
	Iteration 94F: 3 clusters Score -6981844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -1520062.250000 Penalty: 2246.443115
	Iteration 0F: 2 clusters Score -1520062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1513334.750000 Penalty: 4492.886230
	Iteration 0F: 3 clusters Score -1513335 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1515175.500000 Penalty: 4492.886230
	Iteration 1F: 3 clusters Score -1515176 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1515457.500000 Penalty: 4492.886230
	Iteration 2F: 3 clusters Score -1515458 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1515644.125000 Penalty: 4492.886230
	Iteration 3F: 3 clusters Score -1515644 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1515772.625000 Penalty: 4492.886230
	Iteration 4Q: 3 clusters Score -1515773 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1515871.375000 Penalty: 4492.886230
	Iteration 5Q: 3 clusters Score -1515871 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1515956.500000 Penalty: 4492.886230
	Iteration 6Q: 3 clusters Score -1515956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1516041.250000 Penalty: 4492.886230
	Iteration 7Q: 3 clusters Score -1516041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1516127.375000 Penalty: 4492.886230
	Iteration 8Q: 3 clusters Score -1516127 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1516212.000000 Penalty: 4492.886230
	Iteration 9Q: 3 clusters Score -1516212 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1516289.250000 Penalty: 4492.886230
	Iteration 10Q: 3 clusters Score -1516289 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1516367.000000 Penalty: 4492.886230
	Iteration 11Q: 3 clusters Score -1516367 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1516464.750000 Penalty: 4492.886230
	Iteration 12Q: 3 clusters Score -1516465 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1516588.625000 Penalty: 4492.886230
	Iteration 13Q: 3 clusters Score -1516589 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1516694.875000 Penalty: 4492.886230
	Iteration 14Q: 3 clusters Score -1516695 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1516795.000000 Penalty: 4492.886230
	Iteration 15Q: 3 clusters Score -1516795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1516872.000000 Penalty: 4492.886230
	Iteration 16Q: 3 clusters Score -1516872 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1516947.875000 Penalty: 4492.886230
	Iteration 17Q: 3 clusters Score -1516948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1517018.625000 Penalty: 4492.886230
	Iteration 18Q: 3 clusters Score -1517019 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1517087.375000 Penalty: 4492.886230
	Iteration 19Q: 3 clusters Score -1517087 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1517148.125000 Penalty: 4492.886230
	Iteration 20F: 3 clusters Score -1517148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1517217.750000 Penalty: 4492.886230
	Iteration 21Q: 3 clusters Score -1517218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1517294.250000 Penalty: 4492.886230
	Iteration 22Q: 3 clusters Score -1517294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1517364.250000 Penalty: 4492.886230
	Iteration 23Q: 3 clusters Score -1517364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1517423.375000 Penalty: 4492.886230
	Iteration 24Q: 3 clusters Score -1517423 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1517495.250000 Penalty: 4492.886230
	Iteration 25Q: 3 clusters Score -1517495 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1517571.625000 Penalty: 4492.886230
	Iteration 26Q: 3 clusters Score -1517572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1517669.250000 Penalty: 4492.886230
	Iteration 27Q: 3 clusters Score -1517669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1517749.750000 Penalty: 4492.886230
	Iteration 28Q: 3 clusters Score -1517750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1517826.625000 Penalty: 4492.886230
	Iteration 29Q: 3 clusters Score -1517827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1517888.125000 Penalty: 4492.886230
	Iteration 30Q: 3 clusters Score -1517888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1517941.875000 Penalty: 4492.886230
	Iteration 31Q: 3 clusters Score -1517942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1518003.125000 Penalty: 4492.886230
	Iteration 32Q: 3 clusters Score -1518003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1518046.000000 Penalty: 4492.886230
	Iteration 33Q: 3 clusters Score -1518046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1518090.750000 Penalty: 4492.886230
	Iteration 34Q: 3 clusters Score -1518091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1518118.625000 Penalty: 4492.886230
	Iteration 35Q: 3 clusters Score -1518119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1518138.875000 Penalty: 4492.886230
	Iteration 36Q: 3 clusters Score -1518139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1518157.875000 Penalty: 4492.886230
	Iteration 37Q: 3 clusters Score -1518158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1518176.000000 Penalty: 4492.886230
	Iteration 38Q: 3 clusters Score -1518176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1518187.500000 Penalty: 4492.886230
	Iteration 39Q: 3 clusters Score -1518188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1518197.625000 Penalty: 4492.886230
	Iteration 40F: 3 clusters Score -1518198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1518211.125000 Penalty: 4492.886230
	Iteration 41Q: 3 clusters Score -1518211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1518224.500000 Penalty: 4492.886230
	Iteration 42Q: 3 clusters Score -1518224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1518233.125000 Penalty: 4492.886230
	Iteration 43Q: 3 clusters Score -1518233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1518240.250000 Penalty: 4492.886230
	Iteration 44Q: 3 clusters Score -1518240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1518248.250000 Penalty: 4492.886230
	Iteration 45Q: 3 clusters Score -1518248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1518253.625000 Penalty: 4492.886230
	Iteration 46Q: 3 clusters Score -1518254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1518254.000000 Penalty: 4492.886230
	Iteration 47Q: 3 clusters Score -1518254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1518260.000000 Penalty: 4492.886230
	Iteration 48Q: 3 clusters Score -1518260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1518264.125000 Penalty: 4492.886230
	Iteration 49Q: 3 clusters Score -1518264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1518264.000000 Penalty: 4492.886230
	Iteration 50Q: 3 clusters Score -1518264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1518266.750000 Penalty: 4492.886230
	Iteration 51Q: 3 clusters Score -1518267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1518269.625000 Penalty: 4492.886230
	Iteration 52Q: 3 clusters Score -1518270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1518276.375000 Penalty: 4492.886230
	Iteration 53Q: 3 clusters Score -1518276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1518277.750000 Penalty: 4492.886230
	Iteration 54Q: 3 clusters Score -1518278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1518281.125000 Penalty: 4492.886230
	Iteration 55Q: 3 clusters Score -1518281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1518281.625000 Penalty: 4492.886230
	Iteration 56Q: 3 clusters Score -1518282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1518282.125000 Penalty: 4492.886230
	Iteration 57Q: 3 clusters Score -1518282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1518288.875000 Penalty: 4492.886230
	Iteration 58Q: 3 clusters Score -1518289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1518294.625000 Penalty: 4492.886230
	Iteration 59Q: 3 clusters Score -1518295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1518297.000000 Penalty: 4492.886230
	Iteration 60F: 3 clusters Score -1518297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1518294.625000 Penalty: 4492.886230
	Iteration 61Q: 3 clusters Score -1518295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1518295.000000 Penalty: 4492.886230
	Iteration 62Q: 3 clusters Score -1518295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1518302.750000 Penalty: 4492.886230
	Iteration 63Q: 3 clusters Score -1518303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1518306.125000 Penalty: 4492.886230
	Iteration 64Q: 3 clusters Score -1518306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1518308.000000 Penalty: 4492.886230
	Iteration 65Q: 3 clusters Score -1518308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1518311.125000 Penalty: 4492.886230
	Iteration 66Q: 3 clusters Score -1518311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1518313.000000 Penalty: 4492.886230
	Iteration 67Q: 3 clusters Score -1518313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1518310.500000 Penalty: 4492.886230
	Iteration 68Q: 3 clusters Score -1518310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1518316.000000 Penalty: 4492.886230
	Iteration 69Q: 3 clusters Score -1518316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1518315.875000 Penalty: 4492.886230
	Iteration 70Q: 3 clusters Score -1518316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1518315.875000 Penalty: 4492.886230
	Iteration 71F: 3 clusters Score -1518316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -726226.625000 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -726226.6 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 2196 members 
Entering Unmasked Estep 
Score: -722241.125000 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -722241.1 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -723523.937500 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -723523.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -724089.812500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -724089.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -724519.125000 Penalty: 4150.756836
	Iteration 3F: 3 clusters Score -724519.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -724814.000000 Penalty: 4150.756836
	Iteration 4F: 3 clusters Score -724814 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -725039.312500 Penalty: 4150.756836
	Iteration 5F: 3 clusters Score -725039.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -725185.250000 Penalty: 4150.756836
	Iteration 6Q: 3 clusters Score -725185.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -725299.125000 Penalty: 4150.756836
	Iteration 7Q: 3 clusters Score -725299.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -725396.250000 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -725396.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -725478.500000 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -725478.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -725539.000000 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -725539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -725583.937500 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -725583.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -725618.562500 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -725618.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -725659.000000 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -725659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -725688.562500 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -725688.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -725724.562500 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -725724.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -725756.375000 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -725756.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -725790.562500 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -725790.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -725813.625000 Penalty: 4150.756836
	Iteration 18Q: 3 clusters Score -725813.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -725824.187500 Penalty: 4150.756836
	Iteration 19Q: 3 clusters Score -725824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -725832.250000 Penalty: 4150.756836
	Iteration 20F: 3 clusters Score -725832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -725835.875000 Penalty: 4150.756836
	Iteration 21Q: 3 clusters Score -725835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -725839.250000 Penalty: 4150.756836
	Iteration 22Q: 3 clusters Score -725839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -725840.562500 Penalty: 4150.756836
	Iteration 23Q: 3 clusters Score -725840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -725842.125000 Penalty: 4150.756836
	Iteration 24Q: 3 clusters Score -725842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -725844.125000 Penalty: 4150.756836
	Iteration 25Q: 3 clusters Score -725844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -725847.437500 Penalty: 4150.756836
	Iteration 26Q: 3 clusters Score -725847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -725847.937500 Penalty: 4150.756836
	Iteration 27Q: 3 clusters Score -725847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -725851.250000 Penalty: 4150.756836
	Iteration 28Q: 3 clusters Score -725851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -725854.250000 Penalty: 4150.756836
	Iteration 29Q: 3 clusters Score -725854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -725856.937500 Penalty: 4150.756836
	Iteration 30Q: 3 clusters Score -725856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -725857.125000 Penalty: 4150.756836
	Iteration 31Q: 3 clusters Score -725857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -725859.937500 Penalty: 4150.756836
	Iteration 32Q: 3 clusters Score -725859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -725860.687500 Penalty: 4150.756836
	Iteration 33Q: 3 clusters Score -725860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -725861.937500 Penalty: 4150.756836
	Iteration 34Q: 3 clusters Score -725861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -725861.250000 Penalty: 4150.756836
	Iteration 35Q: 3 clusters Score -725861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -725861.250000 Penalty: 4150.756836
	Iteration 36F: 3 clusters Score -725861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -2424137.250000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -2424137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2414095.750000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -2414096 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2417209.250000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -2417209 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2417633.500000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -2417634 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2418055.750000 Penalty: 4724.076660
	Iteration 3F: 3 clusters Score -2418056 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2418631.750000 Penalty: 4724.076660
	Iteration 4F: 3 clusters Score -2418632 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2419379.500000 Penalty: 4724.076660
	Iteration 5F: 3 clusters Score -2419380 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2420219.500000 Penalty: 4724.076660
	Iteration 6F: 3 clusters Score -2420220 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2420977.500000 Penalty: 4724.076660
	Iteration 7F: 3 clusters Score -2420978 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2421546.500000 Penalty: 4724.076660
	Iteration 8F: 3 clusters Score -2421546 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2421899.000000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -2421899 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2422136.500000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -2422136 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2422270.750000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -2422271 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2422342.500000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -2422342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2422388.000000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -2422388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2422430.500000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -2422430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2422469.500000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -2422470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2422493.250000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -2422493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2422522.000000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -2422522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2422544.750000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -2422545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2422574.500000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -2422574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2422590.250000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -2422590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2422597.000000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -2422597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2422609.000000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -2422609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2422623.750000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -2422624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2422623.000000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -2422623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2422632.000000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -2422632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2422634.750000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -2422635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2422636.750000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -2422637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2422635.000000 Penalty: 4724.076660
	Iteration 28Q: 3 clusters Score -2422635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2422636.000000 Penalty: 4724.076660
	Iteration 29Q: 3 clusters Score -2422636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2422641.500000 Penalty: 4724.076660
	Iteration 30Q: 3 clusters Score -2422642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2422648.000000 Penalty: 4724.076660
	Iteration 31Q: 3 clusters Score -2422648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2422646.000000 Penalty: 4724.076660
	Iteration 32Q: 3 clusters Score -2422646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2422645.500000 Penalty: 4724.076660
	Iteration 33Q: 3 clusters Score -2422646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2422649.250000 Penalty: 4724.076660
	Iteration 34Q: 3 clusters Score -2422649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2422650.750000 Penalty: 4724.076660
	Iteration 35Q: 3 clusters Score -2422651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2422650.250000 Penalty: 4724.076660
	Iteration 36Q: 3 clusters Score -2422650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2422653.000000 Penalty: 4724.076660
	Iteration 37Q: 3 clusters Score -2422653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2422654.750000 Penalty: 4724.076660
	Iteration 38Q: 3 clusters Score -2422655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2422654.750000 Penalty: 4724.076660
	Iteration 39F: 3 clusters Score -2422655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18371.203125 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -18371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17173.042969 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -17173.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17346.130859 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -17346.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17396.507812 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -17396.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17424.892578 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -17424.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17433.712891 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -17433.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17436.191406 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -17436.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17437.060547 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -17437.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17439.400391 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -17439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17442.550781 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -17442.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17442.550781 Penalty: 2879.346924
	Iteration 9F: 3 clusters Score -17442.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -23907.822266 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -23907.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22879.656250 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -22879.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23093.181641 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23093.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23147.757812 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -23147.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23166.107422 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23166.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23179.914062 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -23179.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23193.160156 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -23193.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23198.740234 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -23198.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23202.218750 Penalty: 2681.957275
	Iteration 7Q: 3 clusters Score -23202.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23202.218750 Penalty: 2681.957275
	Iteration 8F: 3 clusters Score -23202.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -618541.625000 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -618541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -614984.312500 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -614984.3 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -615679.250000 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -615679.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -615919.375000 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -615919.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -616154.937500 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -616154.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -616423.812500 Penalty: 4047.758789
	Iteration 4F: 3 clusters Score -616423.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -616654.750000 Penalty: 4047.758789
	Iteration 5F: 3 clusters Score -616654.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -616864.750000 Penalty: 4047.758789
	Iteration 6F: 3 clusters Score -616864.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -617046.062500 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -617046.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -617167.125000 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -617167.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -617230.250000 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -617230.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -617266.875000 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -617266.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -617302.312500 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -617302.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -617321.937500 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -617321.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -617331.187500 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -617331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -617337.187500 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -617337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -617339.812500 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -617339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -617342.500000 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -617342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -617341.937500 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -617341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -617343.187500 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -617343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -617343.187500 Penalty: 4047.758789
	Iteration 19F: 3 clusters Score -617343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -347117.906250 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -347117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -344454.062500 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -344454.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -344888.250000 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -344888.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -345021.468750 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -345021.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -345091.343750 Penalty: 3780.355713
	Iteration 3Q: 3 clusters Score -345091.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -345148.781250 Penalty: 3780.355713
	Iteration 4Q: 3 clusters Score -345148.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -345196.437500 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -345196.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -345234.031250 Penalty: 3780.355713
	Iteration 6Q: 3 clusters Score -345234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -345260.906250 Penalty: 3780.355713
	Iteration 7Q: 3 clusters Score -345260.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -345281.125000 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -345281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -345300.312500 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -345300.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -345319.687500 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -345319.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -345334.375000 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -345334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -345342.125000 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -345342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -345347.187500 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -345347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -345355.593750 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -345355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -345363.093750 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -345363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -345370.750000 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -345370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -345376.375000 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -345376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -345379.656250 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -345379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -345383.218750 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -345383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -345383.937500 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -345383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -345385.031250 Penalty: 3780.355713
	Iteration 21Q: 3 clusters Score -345385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345386.093750 Penalty: 3780.355713
	Iteration 22Q: 3 clusters Score -345386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345386.937500 Penalty: 3780.355713
	Iteration 23Q: 3 clusters Score -345386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345386.937500 Penalty: 3780.355713
	Iteration 24F: 3 clusters Score -345386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Entering Unmasked Estep 
Score: -6497491.500000 Penalty: 2600.558350
	Iteration 0F: 2 clusters Score -6497492 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 17808 members 
Entering Unmasked Estep 
Score: -6474031.000000 Penalty: 5201.116699
	Iteration 0F: 3 clusters Score -6474031 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -6483029.500000 Penalty: 5201.116699
	Iteration 1F: 3 clusters Score -6483030 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -6483683.000000 Penalty: 5201.116699
	Iteration 2F: 3 clusters Score -6483683 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6484351.000000 Penalty: 5201.116699
	Iteration 3F: 3 clusters Score -6484351 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -6485202.500000 Penalty: 5201.116699
	Iteration 4F: 3 clusters Score -6485202 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -6486216.000000 Penalty: 5201.116699
	Iteration 5F: 3 clusters Score -6486216 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -6487503.500000 Penalty: 5201.116699
	Iteration 6F: 3 clusters Score -6487504 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6489029.000000 Penalty: 5201.116699
	Iteration 7F: 3 clusters Score -6489029 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6490675.500000 Penalty: 5201.116699
	Iteration 8F: 3 clusters Score -6490676 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6492393.000000 Penalty: 5201.116699
	Iteration 9F: 3 clusters Score -6492393 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6493801.000000 Penalty: 5201.116699
	Iteration 10Q: 3 clusters Score -6493801 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6494597.500000 Penalty: 5201.116699
	Iteration 11Q: 3 clusters Score -6494598 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6494935.000000 Penalty: 5201.116699
	Iteration 12Q: 3 clusters Score -6494935 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6495088.000000 Penalty: 5201.116699
	Iteration 13Q: 3 clusters Score -6495088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6495166.000000 Penalty: 5201.116699
	Iteration 14Q: 3 clusters Score -6495166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6495216.000000 Penalty: 5201.116699
	Iteration 15Q: 3 clusters Score -6495216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6495240.500000 Penalty: 5201.116699
	Iteration 16Q: 3 clusters Score -6495240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6495243.500000 Penalty: 5201.116699
	Iteration 17Q: 3 clusters Score -6495244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6495256.000000 Penalty: 5201.116699
	Iteration 18Q: 3 clusters Score -6495256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6495256.000000 Penalty: 5201.116699
	Iteration 19Q: 3 clusters Score -6495256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6495258.500000 Penalty: 5201.116699
	Iteration 20F: 3 clusters Score -6495258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6495257.000000 Penalty: 5201.116699
	Iteration 21Q: 3 clusters Score -6495257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6495262.000000 Penalty: 5201.116699
	Iteration 22Q: 3 clusters Score -6495262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6495268.000000 Penalty: 5201.116699
	Iteration 23Q: 3 clusters Score -6495268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6495261.000000 Penalty: 5201.116699
	Iteration 24Q: 3 clusters Score -6495261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6495269.500000 Penalty: 5201.116699
	Iteration 25Q: 3 clusters Score -6495270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6495269.500000 Penalty: 5201.116699
	Iteration 26F: 3 clusters Score -6495270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (33790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Entering Unmasked Estep 
Score: -6014165.000000 Penalty: 2586.124268
	Iteration 0F: 2 clusters Score -6014165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5991027.500000 Penalty: 5172.248535
	Iteration 0F: 3 clusters Score -5991028 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5999663.000000 Penalty: 5172.248535
	Iteration 1F: 3 clusters Score -5999663 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -6000213.000000 Penalty: 5172.248535
	Iteration 2Q: 3 clusters Score -6000213 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -6000803.500000 Penalty: 5172.248535
	Iteration 3Q: 3 clusters Score -6000804 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -6001511.500000 Penalty: 5172.248535
	Iteration 4Q: 3 clusters Score -6001512 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -6002505.500000 Penalty: 5172.248535
	Iteration 5F: 3 clusters Score -6002506 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -6003793.000000 Penalty: 5172.248535
	Iteration 6F: 3 clusters Score -6003793 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6005241.000000 Penalty: 5172.248535
	Iteration 7F: 3 clusters Score -6005241 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -6006507.000000 Penalty: 5172.248535
	Iteration 8F: 3 clusters Score -6006507 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6007667.000000 Penalty: 5172.248535
	Iteration 9F: 3 clusters Score -6007667 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6008602.500000 Penalty: 5172.248535
	Iteration 10Q: 3 clusters Score -6008602 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6009460.000000 Penalty: 5172.248535
	Iteration 11Q: 3 clusters Score -6009460 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -6010112.000000 Penalty: 5172.248535
	Iteration 12Q: 3 clusters Score -6010112 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6010630.500000 Penalty: 5172.248535
	Iteration 13Q: 3 clusters Score -6010630 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -6010982.000000 Penalty: 5172.248535
	Iteration 14Q: 3 clusters Score -6010982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -6011257.000000 Penalty: 5172.248535
	Iteration 15Q: 3 clusters Score -6011257 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -6011485.500000 Penalty: 5172.248535
	Iteration 16Q: 3 clusters Score -6011486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -6011592.000000 Penalty: 5172.248535
	Iteration 17Q: 3 clusters Score -6011592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -6011668.500000 Penalty: 5172.248535
	Iteration 18Q: 3 clusters Score -6011668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6011728.000000 Penalty: 5172.248535
	Iteration 19Q: 3 clusters Score -6011728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -6011776.500000 Penalty: 5172.248535
	Iteration 20F: 3 clusters Score -6011776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6011812.500000 Penalty: 5172.248535
	Iteration 21Q: 3 clusters Score -6011812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -6011853.000000 Penalty: 5172.248535
	Iteration 22Q: 3 clusters Score -6011853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6011897.500000 Penalty: 5172.248535
	Iteration 23Q: 3 clusters Score -6011898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6011914.000000 Penalty: 5172.248535
	Iteration 24Q: 3 clusters Score -6011914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6011928.500000 Penalty: 5172.248535
	Iteration 25Q: 3 clusters Score -6011928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -6011935.000000 Penalty: 5172.248535
	Iteration 26Q: 3 clusters Score -6011935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -6011940.500000 Penalty: 5172.248535
	Iteration 27Q: 3 clusters Score -6011940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6011940.500000 Penalty: 5172.248535
	Iteration 28Q: 3 clusters Score -6011940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -6011949.000000 Penalty: 5172.248535
	Iteration 29Q: 3 clusters Score -6011949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -6011948.500000 Penalty: 5172.248535
	Iteration 30Q: 3 clusters Score -6011948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -6011967.500000 Penalty: 5172.248535
	Iteration 31Q: 3 clusters Score -6011968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6011979.500000 Penalty: 5172.248535
	Iteration 32Q: 3 clusters Score -6011980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6011982.500000 Penalty: 5172.248535
	Iteration 33Q: 3 clusters Score -6011982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -6011990.000000 Penalty: 5172.248535
	Iteration 34Q: 3 clusters Score -6011990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6011994.500000 Penalty: 5172.248535
	Iteration 35Q: 3 clusters Score -6011994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -6011993.500000 Penalty: 5172.248535
	Iteration 36Q: 3 clusters Score -6011994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -6012000.500000 Penalty: 5172.248535
	Iteration 37Q: 3 clusters Score -6012000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6012003.000000 Penalty: 5172.248535
	Iteration 38Q: 3 clusters Score -6012003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6011995.000000 Penalty: 5172.248535
	Iteration 39Q: 3 clusters Score -6011995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6011999.000000 Penalty: 5172.248535
	Iteration 40F: 3 clusters Score -6011999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6011999.500000 Penalty: 5172.248535
	Iteration 41Q: 3 clusters Score -6012000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -6012004.500000 Penalty: 5172.248535
	Iteration 42Q: 3 clusters Score -6012004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6012010.500000 Penalty: 5172.248535
	Iteration 43Q: 3 clusters Score -6012010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6012010.500000 Penalty: 5172.248535
	Iteration 44F: 3 clusters Score -6012010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -1348817.250000 Penalty: 2223.022461
	Iteration 0F: 2 clusters Score -1348817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1342572.375000 Penalty: 4446.044922
	Iteration 0F: 3 clusters Score -1342572 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1344260.375000 Penalty: 4446.044922
	Iteration 1F: 3 clusters Score -1344260 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1344553.625000 Penalty: 4446.044922
	Iteration 2F: 3 clusters Score -1344554 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1344747.250000 Penalty: 4446.044922
	Iteration 3F: 3 clusters Score -1344747 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1344927.500000 Penalty: 4446.044922
	Iteration 4Q: 3 clusters Score -1344928 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1345091.250000 Penalty: 4446.044922
	Iteration 5Q: 3 clusters Score -1345091 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1345255.875000 Penalty: 4446.044922
	Iteration 6Q: 3 clusters Score -1345256 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1345464.625000 Penalty: 4446.044922
	Iteration 7Q: 3 clusters Score -1345465 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1345695.000000 Penalty: 4446.044922
	Iteration 8Q: 3 clusters Score -1345695 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1345996.250000 Penalty: 4446.044922
	Iteration 9Q: 3 clusters Score -1345996 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1346262.500000 Penalty: 4446.044922
	Iteration 10Q: 3 clusters Score -1346262 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1346470.500000 Penalty: 4446.044922
	Iteration 11Q: 3 clusters Score -1346470 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1346621.125000 Penalty: 4446.044922
	Iteration 12Q: 3 clusters Score -1346621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1346745.375000 Penalty: 4446.044922
	Iteration 13Q: 3 clusters Score -1346745 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1346846.750000 Penalty: 4446.044922
	Iteration 14Q: 3 clusters Score -1346847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1346925.625000 Penalty: 4446.044922
	Iteration 15Q: 3 clusters Score -1346926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1346978.000000 Penalty: 4446.044922
	Iteration 16Q: 3 clusters Score -1346978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1347010.250000 Penalty: 4446.044922
	Iteration 17Q: 3 clusters Score -1347010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1347029.500000 Penalty: 4446.044922
	Iteration 18Q: 3 clusters Score -1347030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1347042.250000 Penalty: 4446.044922
	Iteration 19Q: 3 clusters Score -1347042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1347050.000000 Penalty: 4446.044922
	Iteration 20F: 3 clusters Score -1347050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1347055.250000 Penalty: 4446.044922
	Iteration 21Q: 3 clusters Score -1347055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1347060.250000 Penalty: 4446.044922
	Iteration 22Q: 3 clusters Score -1347060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1347066.000000 Penalty: 4446.044922
	Iteration 23Q: 3 clusters Score -1347066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1347069.750000 Penalty: 4446.044922
	Iteration 24Q: 3 clusters Score -1347070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1347074.125000 Penalty: 4446.044922
	Iteration 25Q: 3 clusters Score -1347074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1347075.875000 Penalty: 4446.044922
	Iteration 26Q: 3 clusters Score -1347076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1347077.125000 Penalty: 4446.044922
	Iteration 27Q: 3 clusters Score -1347077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1347077.500000 Penalty: 4446.044922
	Iteration 28Q: 3 clusters Score -1347078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1347077.125000 Penalty: 4446.044922
	Iteration 29Q: 3 clusters Score -1347077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1347080.250000 Penalty: 4446.044922
	Iteration 30Q: 3 clusters Score -1347080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1347080.375000 Penalty: 4446.044922
	Iteration 31Q: 3 clusters Score -1347080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1347079.500000 Penalty: 4446.044922
	Iteration 32Q: 3 clusters Score -1347080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1347081.250000 Penalty: 4446.044922
	Iteration 33Q: 3 clusters Score -1347081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1347081.875000 Penalty: 4446.044922
	Iteration 34Q: 3 clusters Score -1347082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1347084.250000 Penalty: 4446.044922
	Iteration 35Q: 3 clusters Score -1347084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1347085.500000 Penalty: 4446.044922
	Iteration 36Q: 3 clusters Score -1347086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1347082.875000 Penalty: 4446.044922
	Iteration 37Q: 3 clusters Score -1347083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1347086.625000 Penalty: 4446.044922
	Iteration 38Q: 3 clusters Score -1347087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1347085.875000 Penalty: 4446.044922
	Iteration 39Q: 3 clusters Score -1347086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1347084.375000 Penalty: 4446.044922
	Iteration 40F: 3 clusters Score -1347084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1347084.500000 Penalty: 4446.044922
	Iteration 41Q: 3 clusters Score -1347084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1347085.375000 Penalty: 4446.044922
	Iteration 42Q: 3 clusters Score -1347085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1347085.625000 Penalty: 4446.044922
	Iteration 43Q: 3 clusters Score -1347086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1347086.750000 Penalty: 4446.044922
	Iteration 44Q: 3 clusters Score -1347087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1347088.125000 Penalty: 4446.044922
	Iteration 45Q: 3 clusters Score -1347088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1347086.500000 Penalty: 4446.044922
	Iteration 46Q: 3 clusters Score -1347086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1347087.375000 Penalty: 4446.044922
	Iteration 47Q: 3 clusters Score -1347087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1347087.375000 Penalty: 4446.044922
	Iteration 48F: 3 clusters Score -1347087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -499197.343750 Penalty: 1983.670532
	Iteration 0F: 2 clusters Score -499197.3 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 1444 members 
Entering Unmasked Estep 
Score: -495943.937500 Penalty: 3967.341064
	Iteration 0F: 3 clusters Score -495943.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -496658.468750 Penalty: 3967.341064
	Iteration 1F: 3 clusters Score -496658.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -496888.312500 Penalty: 3967.341064
	Iteration 2F: 3 clusters Score -496888.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -497048.687500 Penalty: 3967.341064
	Iteration 3F: 3 clusters Score -497048.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -497165.656250 Penalty: 3967.341064
	Iteration 4Q: 3 clusters Score -497165.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -497268.437500 Penalty: 3967.341064
	Iteration 5Q: 3 clusters Score -497268.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -497354.156250 Penalty: 3967.341064
	Iteration 6Q: 3 clusters Score -497354.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -497417.812500 Penalty: 3967.341064
	Iteration 7Q: 3 clusters Score -497417.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -497473.812500 Penalty: 3967.341064
	Iteration 8Q: 3 clusters Score -497473.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -497522.125000 Penalty: 3967.341064
	Iteration 9Q: 3 clusters Score -497522.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -497549.562500 Penalty: 3967.341064
	Iteration 10Q: 3 clusters Score -497549.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -497589.093750 Penalty: 3967.341064
	Iteration 11Q: 3 clusters Score -497589.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -497624.156250 Penalty: 3967.341064
	Iteration 12Q: 3 clusters Score -497624.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -497640.375000 Penalty: 3967.341064
	Iteration 13Q: 3 clusters Score -497640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -497651.843750 Penalty: 3967.341064
	Iteration 14Q: 3 clusters Score -497651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -497659.468750 Penalty: 3967.341064
	Iteration 15Q: 3 clusters Score -497659.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -497670.125000 Penalty: 3967.341064
	Iteration 16Q: 3 clusters Score -497670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -497671.375000 Penalty: 3967.341064
	Iteration 17Q: 3 clusters Score -497671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -497674.843750 Penalty: 3967.341064
	Iteration 18Q: 3 clusters Score -497674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -497678.343750 Penalty: 3967.341064
	Iteration 19Q: 3 clusters Score -497678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -497682.656250 Penalty: 3967.341064
	Iteration 20F: 3 clusters Score -497682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -497684.968750 Penalty: 3967.341064
	Iteration 21Q: 3 clusters Score -497685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -497685.218750 Penalty: 3967.341064
	Iteration 22Q: 3 clusters Score -497685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -497686.750000 Penalty: 3967.341064
	Iteration 23Q: 3 clusters Score -497686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -497686.750000 Penalty: 3967.341064
	Iteration 24F: 3 clusters Score -497686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -877936.875000 Penalty: 2135.720215
	Iteration 0F: 2 clusters Score -877936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -873189.750000 Penalty: 4271.440430
	Iteration 0F: 3 clusters Score -873189.8 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -874593.250000 Penalty: 4271.440430
	Iteration 1F: 3 clusters Score -874593.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -875093.375000 Penalty: 4271.440430
	Iteration 2F: 3 clusters Score -875093.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -875470.562500 Penalty: 4271.440430
	Iteration 3F: 3 clusters Score -875470.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -875787.000000 Penalty: 4271.440430
	Iteration 4F: 3 clusters Score -875787 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -876085.062500 Penalty: 4271.440430
	Iteration 5F: 3 clusters Score -876085.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -876309.812500 Penalty: 4271.440430
	Iteration 6Q: 3 clusters Score -876309.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -876504.937500 Penalty: 4271.440430
	Iteration 7Q: 3 clusters Score -876504.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -876663.875000 Penalty: 4271.440430
	Iteration 8Q: 3 clusters Score -876663.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -876767.312500 Penalty: 4271.440430
	Iteration 9Q: 3 clusters Score -876767.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -876851.500000 Penalty: 4271.440430
	Iteration 10Q: 3 clusters Score -876851.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -876942.125000 Penalty: 4271.440430
	Iteration 11Q: 3 clusters Score -876942.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -877041.375000 Penalty: 4271.440430
	Iteration 12Q: 3 clusters Score -877041.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -877150.687500 Penalty: 4271.440430
	Iteration 13Q: 3 clusters Score -877150.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -877237.750000 Penalty: 4271.440430
	Iteration 14Q: 3 clusters Score -877237.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -877302.125000 Penalty: 4271.440430
	Iteration 15Q: 3 clusters Score -877302.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -877352.437500 Penalty: 4271.440430
	Iteration 16Q: 3 clusters Score -877352.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -877384.625000 Penalty: 4271.440430
	Iteration 17Q: 3 clusters Score -877384.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -877407.500000 Penalty: 4271.440430
	Iteration 18Q: 3 clusters Score -877407.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -877432.750000 Penalty: 4271.440430
	Iteration 19Q: 3 clusters Score -877432.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -877449.187500 Penalty: 4271.440430
	Iteration 20F: 3 clusters Score -877449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -877461.312500 Penalty: 4271.440430
	Iteration 21Q: 3 clusters Score -877461.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -877472.187500 Penalty: 4271.440430
	Iteration 22Q: 3 clusters Score -877472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -877477.500000 Penalty: 4271.440430
	Iteration 23Q: 3 clusters Score -877477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -877479.125000 Penalty: 4271.440430
	Iteration 24Q: 3 clusters Score -877479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -877481.062500 Penalty: 4271.440430
	Iteration 25Q: 3 clusters Score -877481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -877481.625000 Penalty: 4271.440430
	Iteration 26Q: 3 clusters Score -877481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -877481.625000 Penalty: 4271.440430
	Iteration 27Q: 3 clusters Score -877481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -877481.250000 Penalty: 4271.440430
	Iteration 28Q: 3 clusters Score -877481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -877482.187500 Penalty: 4271.440430
	Iteration 29Q: 3 clusters Score -877482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -877482.187500 Penalty: 4271.440430
	Iteration 30F: 3 clusters Score -877482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -1094806.375000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -1094806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1089578.500000 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -1089578 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1091061.125000 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -1091061 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1091349.250000 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -1091349 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1091508.875000 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -1091509 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1091632.625000 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -1091633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1091728.750000 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -1091729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1091812.625000 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -1091813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1091873.125000 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -1091873 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1091936.125000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -1091936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1092001.625000 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -1092002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1092052.750000 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -1092053 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1092102.875000 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -1092103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1092164.125000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -1092164 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1092235.875000 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -1092236 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1092318.500000 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -1092318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1092401.750000 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -1092402 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1092497.750000 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -1092498 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1092585.750000 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -1092586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1092673.750000 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -1092674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1092741.250000 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -1092741 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1092804.875000 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -1092805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1092849.125000 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -1092849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1092879.000000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -1092879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1092911.500000 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -1092912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1092934.500000 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -1092934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1092952.625000 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -1092953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1092970.750000 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -1092971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1092983.625000 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -1092984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1092993.750000 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -1092994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1093004.875000 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -1093005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1093010.125000 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -1093010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1093013.375000 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -1093013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1093017.750000 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -1093018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1093026.250000 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -1093026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1093032.500000 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -1093032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1093036.625000 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -1093037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1093041.000000 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -1093041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1093043.000000 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -1093043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1093040.625000 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -1093041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1093040.500000 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -1093040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1093043.125000 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -1093043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1093042.500000 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -1093042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1093042.500000 Penalty: 4327.770996
	Iteration 42F: 3 clusters Score -1093042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -450666.187500 Penalty: 1955.281616
	Iteration 0F: 2 clusters Score -450666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -447648.593750 Penalty: 3910.563232
	Iteration 0F: 3 clusters Score -447648.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -448323.156250 Penalty: 3910.563232
	Iteration 1F: 3 clusters Score -448323.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -448482.937500 Penalty: 3910.563232
	Iteration 2F: 3 clusters Score -448482.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -448552.281250 Penalty: 3910.563232
	Iteration 3Q: 3 clusters Score -448552.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -448600.906250 Penalty: 3910.563232
	Iteration 4Q: 3 clusters Score -448600.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -448637.437500 Penalty: 3910.563232
	Iteration 5Q: 3 clusters Score -448637.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -448661.593750 Penalty: 3910.563232
	Iteration 6Q: 3 clusters Score -448661.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -448682.031250 Penalty: 3910.563232
	Iteration 7Q: 3 clusters Score -448682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -448712.718750 Penalty: 3910.563232
	Iteration 8Q: 3 clusters Score -448712.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -448737.906250 Penalty: 3910.563232
	Iteration 9Q: 3 clusters Score -448737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -448753.968750 Penalty: 3910.563232
	Iteration 10Q: 3 clusters Score -448754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -448766.250000 Penalty: 3910.563232
	Iteration 11Q: 3 clusters Score -448766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -448771.343750 Penalty: 3910.563232
	Iteration 12Q: 3 clusters Score -448771.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -448779.468750 Penalty: 3910.563232
	Iteration 13Q: 3 clusters Score -448779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -448785.906250 Penalty: 3910.563232
	Iteration 14Q: 3 clusters Score -448785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -448788.500000 Penalty: 3910.563232
	Iteration 15Q: 3 clusters Score -448788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -448790.343750 Penalty: 3910.563232
	Iteration 16Q: 3 clusters Score -448790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -448792.593750 Penalty: 3910.563232
	Iteration 17Q: 3 clusters Score -448792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -448795.375000 Penalty: 3910.563232
	Iteration 18Q: 3 clusters Score -448795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -448798.187500 Penalty: 3910.563232
	Iteration 19Q: 3 clusters Score -448798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -448801.125000 Penalty: 3910.563232
	Iteration 20F: 3 clusters Score -448801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -448801.500000 Penalty: 3910.563232
	Iteration 21Q: 3 clusters Score -448801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -448802.906250 Penalty: 3910.563232
	Iteration 22Q: 3 clusters Score -448802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -448806.687500 Penalty: 3910.563232
	Iteration 23Q: 3 clusters Score -448806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -448809.875000 Penalty: 3910.563232
	Iteration 24Q: 3 clusters Score -448809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -448813.531250 Penalty: 3910.563232
	Iteration 25Q: 3 clusters Score -448813.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -448818.593750 Penalty: 3910.563232
	Iteration 26Q: 3 clusters Score -448818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -448826.406250 Penalty: 3910.563232
	Iteration 27Q: 3 clusters Score -448826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -448829.593750 Penalty: 3910.563232
	Iteration 28Q: 3 clusters Score -448829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -448832.531250 Penalty: 3910.563232
	Iteration 29Q: 3 clusters Score -448832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -448835.718750 Penalty: 3910.563232
	Iteration 30Q: 3 clusters Score -448835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -448836.656250 Penalty: 3910.563232
	Iteration 31Q: 3 clusters Score -448836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -448837.843750 Penalty: 3910.563232
	Iteration 32Q: 3 clusters Score -448837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -448838.500000 Penalty: 3910.563232
	Iteration 33Q: 3 clusters Score -448838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -448838.500000 Penalty: 3910.563232
	Iteration 34F: 3 clusters Score -448838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -320419.437500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -320419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -317882.781250 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -317882.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -318412.531250 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -318412.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -318577.406250 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -318577.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -318712.406250 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -318712.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -318866.031250 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -318866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -318978.031250 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -318978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -319062.218750 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -319062.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -319144.625000 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -319144.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -319234.906250 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -319234.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -319301.125000 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -319301.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -319360.843750 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -319360.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -319410.125000 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -319410.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -319466.375000 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -319466.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -319519.875000 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -319519.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319548.812500 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -319548.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -319579.375000 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -319579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -319617.312500 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -319617.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319646.875000 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -319646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319676.375000 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -319676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -319701.281250 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -319701.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -319730.187500 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -319730.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319766.375000 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -319766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319801.406250 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -319801.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -319827.468750 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -319827.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -319852.281250 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -319852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -319871.906250 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -319871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -319883.093750 Penalty: 3750.574219
	Iteration 26Q: 3 clusters Score -319883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -319896.468750 Penalty: 3750.574219
	Iteration 27Q: 3 clusters Score -319896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -319905.281250 Penalty: 3750.574219
	Iteration 28Q: 3 clusters Score -319905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -319914.625000 Penalty: 3750.574219
	Iteration 29Q: 3 clusters Score -319914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -319923.531250 Penalty: 3750.574219
	Iteration 30Q: 3 clusters Score -319923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -319933.875000 Penalty: 3750.574219
	Iteration 31Q: 3 clusters Score -319933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -319947.406250 Penalty: 3750.574219
	Iteration 32Q: 3 clusters Score -319947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -319954.468750 Penalty: 3750.574219
	Iteration 33Q: 3 clusters Score -319954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -319960.687500 Penalty: 3750.574219
	Iteration 34Q: 3 clusters Score -319960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -319970.437500 Penalty: 3750.574219
	Iteration 35Q: 3 clusters Score -319970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -319977.281250 Penalty: 3750.574219
	Iteration 36Q: 3 clusters Score -319977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -319981.906250 Penalty: 3750.574219
	Iteration 37Q: 3 clusters Score -319981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -319986.406250 Penalty: 3750.574219
	Iteration 38Q: 3 clusters Score -319986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -319991.312500 Penalty: 3750.574219
	Iteration 39Q: 3 clusters Score -319991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -319997.312500 Penalty: 3750.574219
	Iteration 40F: 3 clusters Score -319997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -320003.625000 Penalty: 3750.574219
	Iteration 41Q: 3 clusters Score -320003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -320011.156250 Penalty: 3750.574219
	Iteration 42Q: 3 clusters Score -320011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -320016.718750 Penalty: 3750.574219
	Iteration 43Q: 3 clusters Score -320016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -320024.312500 Penalty: 3750.574219
	Iteration 44Q: 3 clusters Score -320024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -320038.218750 Penalty: 3750.574219
	Iteration 45Q: 3 clusters Score -320038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -320063.125000 Penalty: 3750.574219
	Iteration 46Q: 3 clusters Score -320063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -320088.531250 Penalty: 3750.574219
	Iteration 47Q: 3 clusters Score -320088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -320115.562500 Penalty: 3750.574219
	Iteration 48Q: 3 clusters Score -320115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -320138.406250 Penalty: 3750.574219
	Iteration 49Q: 3 clusters Score -320138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -320168.125000 Penalty: 3750.574219
	Iteration 50Q: 3 clusters Score -320168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -320181.687500 Penalty: 3750.574219
	Iteration 51Q: 3 clusters Score -320181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -320186.593750 Penalty: 3750.574219
	Iteration 52Q: 3 clusters Score -320186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -320189.437500 Penalty: 3750.574219
	Iteration 53Q: 3 clusters Score -320189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -320191.843750 Penalty: 3750.574219
	Iteration 54Q: 3 clusters Score -320191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -320192.781250 Penalty: 3750.574219
	Iteration 55Q: 3 clusters Score -320192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -320192.781250 Penalty: 3750.574219
	Iteration 56F: 3 clusters Score -320192.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Entering Unmasked Estep 
Score: -1954738.750000 Penalty: 2323.757568
	Iteration 0F: 2 clusters Score -1954739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1945938.750000 Penalty: 4647.515137
	Iteration 0F: 3 clusters Score -1945939 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1948770.625000 Penalty: 4647.515137
	Iteration 1F: 3 clusters Score -1948771 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1949237.250000 Penalty: 4647.515137
	Iteration 2F: 3 clusters Score -1949237 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1949645.250000 Penalty: 4647.515137
	Iteration 3F: 3 clusters Score -1949645 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1950025.875000 Penalty: 4647.515137
	Iteration 4F: 3 clusters Score -1950026 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1950372.000000 Penalty: 4647.515137
	Iteration 5F: 3 clusters Score -1950372 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1950660.625000 Penalty: 4647.515137
	Iteration 6Q: 3 clusters Score -1950661 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1950925.750000 Penalty: 4647.515137
	Iteration 7Q: 3 clusters Score -1950926 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1951160.625000 Penalty: 4647.515137
	Iteration 8Q: 3 clusters Score -1951161 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1951391.250000 Penalty: 4647.515137
	Iteration 9Q: 3 clusters Score -1951391 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1951601.125000 Penalty: 4647.515137
	Iteration 10Q: 3 clusters Score -1951601 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1951792.000000 Penalty: 4647.515137
	Iteration 11Q: 3 clusters Score -1951792 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1951950.000000 Penalty: 4647.515137
	Iteration 12Q: 3 clusters Score -1951950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1952096.750000 Penalty: 4647.515137
	Iteration 13Q: 3 clusters Score -1952097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1952204.000000 Penalty: 4647.515137
	Iteration 14Q: 3 clusters Score -1952204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1952298.375000 Penalty: 4647.515137
	Iteration 15Q: 3 clusters Score -1952298 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1952376.375000 Penalty: 4647.515137
	Iteration 16Q: 3 clusters Score -1952376 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1952440.750000 Penalty: 4647.515137
	Iteration 17Q: 3 clusters Score -1952441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1952495.000000 Penalty: 4647.515137
	Iteration 18Q: 3 clusters Score -1952495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1952543.875000 Penalty: 4647.515137
	Iteration 19Q: 3 clusters Score -1952544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1952602.500000 Penalty: 4647.515137
	Iteration 20F: 3 clusters Score -1952602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1952649.125000 Penalty: 4647.515137
	Iteration 21Q: 3 clusters Score -1952649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1952686.875000 Penalty: 4647.515137
	Iteration 22Q: 3 clusters Score -1952687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1952717.750000 Penalty: 4647.515137
	Iteration 23Q: 3 clusters Score -1952718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1952750.500000 Penalty: 4647.515137
	Iteration 24Q: 3 clusters Score -1952750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1952779.625000 Penalty: 4647.515137
	Iteration 25Q: 3 clusters Score -1952780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1952814.250000 Penalty: 4647.515137
	Iteration 26Q: 3 clusters Score -1952814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1952848.000000 Penalty: 4647.515137
	Iteration 27Q: 3 clusters Score -1952848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1952865.875000 Penalty: 4647.515137
	Iteration 28Q: 3 clusters Score -1952866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1952886.625000 Penalty: 4647.515137
	Iteration 29Q: 3 clusters Score -1952887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1952900.000000 Penalty: 4647.515137
	Iteration 30Q: 3 clusters Score -1952900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1952913.500000 Penalty: 4647.515137
	Iteration 31Q: 3 clusters Score -1952914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1952920.125000 Penalty: 4647.515137
	Iteration 32Q: 3 clusters Score -1952920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1952937.250000 Penalty: 4647.515137
	Iteration 33Q: 3 clusters Score -1952937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1952942.500000 Penalty: 4647.515137
	Iteration 34Q: 3 clusters Score -1952942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1952951.000000 Penalty: 4647.515137
	Iteration 35Q: 3 clusters Score -1952951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1952953.875000 Penalty: 4647.515137
	Iteration 36Q: 3 clusters Score -1952954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1952962.125000 Penalty: 4647.515137
	Iteration 37Q: 3 clusters Score -1952962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1952971.875000 Penalty: 4647.515137
	Iteration 38Q: 3 clusters Score -1952972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1952984.000000 Penalty: 4647.515137
	Iteration 39Q: 3 clusters Score -1952984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1952992.875000 Penalty: 4647.515137
	Iteration 40F: 3 clusters Score -1952993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1952995.625000 Penalty: 4647.515137
	Iteration 41Q: 3 clusters Score -1952996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1952999.125000 Penalty: 4647.515137
	Iteration 42Q: 3 clusters Score -1952999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1953007.750000 Penalty: 4647.515137
	Iteration 43Q: 3 clusters Score -1953008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1953009.750000 Penalty: 4647.515137
	Iteration 44Q: 3 clusters Score -1953010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1953010.250000 Penalty: 4647.515137
	Iteration 45Q: 3 clusters Score -1953010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1953013.125000 Penalty: 4647.515137
	Iteration 46Q: 3 clusters Score -1953013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1953014.125000 Penalty: 4647.515137
	Iteration 47Q: 3 clusters Score -1953014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1953014.250000 Penalty: 4647.515137
	Iteration 48Q: 3 clusters Score -1953014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1953018.000000 Penalty: 4647.515137
	Iteration 49Q: 3 clusters Score -1953018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1953019.250000 Penalty: 4647.515137
	Iteration 50Q: 3 clusters Score -1953019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1953019.375000 Penalty: 4647.515137
	Iteration 51Q: 3 clusters Score -1953019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1953019.125000 Penalty: 4647.515137
	Iteration 52Q: 3 clusters Score -1953019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1953023.750000 Penalty: 4647.515137
	Iteration 53Q: 3 clusters Score -1953024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1953028.000000 Penalty: 4647.515137
	Iteration 54Q: 3 clusters Score -1953028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1953025.875000 Penalty: 4647.515137
	Iteration 55Q: 3 clusters Score -1953026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1953034.000000 Penalty: 4647.515137
	Iteration 56Q: 3 clusters Score -1953034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1953033.250000 Penalty: 4647.515137
	Iteration 57Q: 3 clusters Score -1953033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1953037.750000 Penalty: 4647.515137
	Iteration 58Q: 3 clusters Score -1953038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1953037.750000 Penalty: 4647.515137
	Iteration 59Q: 3 clusters Score -1953038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1953036.375000 Penalty: 4647.515137
	Iteration 60F: 3 clusters Score -1953036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1953038.250000 Penalty: 4647.515137
	Iteration 61Q: 3 clusters Score -1953038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1953037.375000 Penalty: 4647.515137
	Iteration 62Q: 3 clusters Score -1953037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1953038.625000 Penalty: 4647.515137
	Iteration 63Q: 3 clusters Score -1953039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1953038.750000 Penalty: 4647.515137
	Iteration 64Q: 3 clusters Score -1953039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1953039.750000 Penalty: 4647.515137
	Iteration 65Q: 3 clusters Score -1953040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1953039.750000 Penalty: 4647.515137
	Iteration 66F: 3 clusters Score -1953040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -541385.562500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -541385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -538095.937500 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -538095.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -538844.875000 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -538844.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -539118.250000 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -539118.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -539367.250000 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -539367.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -539555.500000 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -539555.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -539716.125000 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -539716.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -539815.125000 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -539815.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -539895.187500 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -539895.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -539973.125000 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -539973.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -540024.687500 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -540024.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -540070.437500 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -540070.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -540107.500000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -540107.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -540136.437500 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -540136.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -540157.937500 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -540157.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -540171.375000 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -540171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -540182.062500 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -540182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -540192.250000 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -540192.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -540202.062500 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -540202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -540213.000000 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -540213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -540223.062500 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -540223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -540227.375000 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -540227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -540231.312500 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -540231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -540234.312500 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -540234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -540238.125000 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -540238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -540237.375000 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -540237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -540240.125000 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -540240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -540243.625000 Penalty: 3979.356689
	Iteration 26Q: 3 clusters Score -540243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -540246.625000 Penalty: 3979.356689
	Iteration 27Q: 3 clusters Score -540246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -540250.687500 Penalty: 3979.356689
	Iteration 28Q: 3 clusters Score -540250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -540251.562500 Penalty: 3979.356689
	Iteration 29Q: 3 clusters Score -540251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -540254.375000 Penalty: 3979.356689
	Iteration 30Q: 3 clusters Score -540254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -540254.750000 Penalty: 3979.356689
	Iteration 31Q: 3 clusters Score -540254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -540254.750000 Penalty: 3979.356689
	Iteration 32Q: 3 clusters Score -540254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -540255.812500 Penalty: 3979.356689
	Iteration 33Q: 3 clusters Score -540255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -540257.437500 Penalty: 3979.356689
	Iteration 34Q: 3 clusters Score -540257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -540260.000000 Penalty: 3979.356689
	Iteration 35Q: 3 clusters Score -540260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -540262.687500 Penalty: 3979.356689
	Iteration 36Q: 3 clusters Score -540262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -540264.312500 Penalty: 3979.356689
	Iteration 37Q: 3 clusters Score -540264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -540264.812500 Penalty: 3979.356689
	Iteration 38Q: 3 clusters Score -540264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -540265.125000 Penalty: 3979.356689
	Iteration 39Q: 3 clusters Score -540265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -540265.125000 Penalty: 3979.356689
	Iteration 40F: 3 clusters Score -540265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -688581.062500 Penalty: 2065.994385
	Iteration 0F: 2 clusters Score -688581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -684679.812500 Penalty: 4131.988770
	Iteration 0F: 3 clusters Score -684679.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -685807.500000 Penalty: 4131.988770
	Iteration 1F: 3 clusters Score -685807.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -686298.937500 Penalty: 4131.988770
	Iteration 2F: 3 clusters Score -686298.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -686706.625000 Penalty: 4131.988770
	Iteration 3F: 3 clusters Score -686706.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -687048.937500 Penalty: 4131.988770
	Iteration 4F: 3 clusters Score -687048.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -687274.750000 Penalty: 4131.988770
	Iteration 5F: 3 clusters Score -687274.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -687409.312500 Penalty: 4131.988770
	Iteration 6Q: 3 clusters Score -687409.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -687491.062500 Penalty: 4131.988770
	Iteration 7Q: 3 clusters Score -687491.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -687543.937500 Penalty: 4131.988770
	Iteration 8Q: 3 clusters Score -687543.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -687582.687500 Penalty: 4131.988770
	Iteration 9Q: 3 clusters Score -687582.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -687618.062500 Penalty: 4131.988770
	Iteration 10Q: 3 clusters Score -687618.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -687646.500000 Penalty: 4131.988770
	Iteration 11Q: 3 clusters Score -687646.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -687684.125000 Penalty: 4131.988770
	Iteration 12Q: 3 clusters Score -687684.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -687707.750000 Penalty: 4131.988770
	Iteration 13Q: 3 clusters Score -687707.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687729.687500 Penalty: 4131.988770
	Iteration 14Q: 3 clusters Score -687729.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -687738.062500 Penalty: 4131.988770
	Iteration 15Q: 3 clusters Score -687738.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -687744.062500 Penalty: 4131.988770
	Iteration 16Q: 3 clusters Score -687744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -687748.000000 Penalty: 4131.988770
	Iteration 17Q: 3 clusters Score -687748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -687747.500000 Penalty: 4131.988770
	Iteration 18Q: 3 clusters Score -687747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -687748.750000 Penalty: 4131.988770
	Iteration 19Q: 3 clusters Score -687748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687750.750000 Penalty: 4131.988770
	Iteration 20F: 3 clusters Score -687750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687751.812500 Penalty: 4131.988770
	Iteration 21Q: 3 clusters Score -687751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687751.062500 Penalty: 4131.988770
	Iteration 22Q: 3 clusters Score -687751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -687751.687500 Penalty: 4131.988770
	Iteration 23Q: 3 clusters Score -687751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -687751.625000 Penalty: 4131.988770
	Iteration 24Q: 3 clusters Score -687751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -687752.875000 Penalty: 4131.988770
	Iteration 25Q: 3 clusters Score -687752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -687753.750000 Penalty: 4131.988770
	Iteration 26Q: 3 clusters Score -687753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -687753.750000 Penalty: 4131.988770
	Iteration 27F: 3 clusters Score -687753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -488289.250000 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -488289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -485105.437500 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -485105.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -485798.062500 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -485798.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -485960.406250 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -485960.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -486069.218750 Penalty: 3955.879883
	Iteration 3Q: 3 clusters Score -486069.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -486132.562500 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -486132.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -486176.937500 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -486176.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -486216.343750 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -486216.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -486255.187500 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -486255.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -486285.281250 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -486285.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -486316.687500 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -486316.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -486347.718750 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -486347.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -486381.250000 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -486381.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -486417.343750 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -486417.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -486449.093750 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -486449.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -486490.062500 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -486490.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -486531.437500 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -486531.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -486571.187500 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -486571.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -486602.375000 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -486602.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -486625.281250 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -486625.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -486649.156250 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -486649.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486668.125000 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -486668.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -486680.156250 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -486680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486689.343750 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -486689.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -486698.093750 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -486698.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -486707.343750 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -486707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -486713.343750 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -486713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -486720.812500 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -486720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -486727.593750 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -486727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -486735.156250 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -486735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -486738.625000 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -486738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -486741.437500 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -486741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -486743.500000 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -486743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -486744.156250 Penalty: 3955.879883
	Iteration 32Q: 3 clusters Score -486744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -486744.156250 Penalty: 3955.879883
	Iteration 33F: 3 clusters Score -486744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35661 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1632 members 
Mstep: Class 38 contains 1936 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36404 members 
Mstep: Class 49 contains 40055 members 
Mstep: Class 50 contains 8589 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35815 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5496 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11731 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4149 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281552.000000 Penalty: 226628.296875
Iteration 239Q: 69 clusters Score -1.172816e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 10579 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 20489 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 12079 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 3148 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35667 members 
Mstep: Class 33 contains 9770 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3481 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1935 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17618 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36299 members 
Mstep: Class 48 contains 36415 members 
Mstep: Class 49 contains 40050 members 
Mstep: Class 50 contains 8591 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13687 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35808 members 
Mstep: Class 58 contains 33791 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5499 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11734 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4147 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281680.000000 Penalty: 226628.296875
Iteration 240F: 69 clusters Score -1.172817e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 10580 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33565 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 20484 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76423 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35674 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1926 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36299 members 
Mstep: Class 48 contains 36417 members 
Mstep: Class 49 contains 40044 members 
Mstep: Class 50 contains 8592 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13688 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35806 members 
Mstep: Class 58 contains 33790 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5499 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11735 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4146 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281720.000000 Penalty: 226628.296875
Iteration 241Q: 69 clusters Score -1.172817e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76420 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37268 members 
Mstep: Class 32 contains 35680 members 
Mstep: Class 33 contains 9770 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1918 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17619 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36299 members 
Mstep: Class 48 contains 36421 members 
Mstep: Class 49 contains 40041 members 
Mstep: Class 50 contains 8592 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13688 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35804 members 
Mstep: Class 58 contains 33791 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5501 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11736 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4147 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281776.000000 Penalty: 226628.296875
Iteration 242Q: 69 clusters Score -1.172818e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 10584 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 33969 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 20478 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 12078 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76420 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37265 members 
Mstep: Class 32 contains 35684 members 
Mstep: Class 33 contains 9767 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1909 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36300 members 
Mstep: Class 48 contains 36427 members 
Mstep: Class 49 contains 40033 members 
Mstep: Class 50 contains 8592 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35802 members 
Mstep: Class 58 contains 33793 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5504 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11738 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4148 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281736.000000 Penalty: 226628.296875
Iteration 243Q: 69 clusters Score -1.172817e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 10590 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28280 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33566 members 
Mstep: Class 17 contains 33968 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 20476 members 
Mstep: Class 20 contains 12475 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76421 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37260 members 
Mstep: Class 32 contains 35692 members 
Mstep: Class 33 contains 9765 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1899 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17621 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36300 members 
Mstep: Class 48 contains 36419 members 
Mstep: Class 49 contains 40022 members 
Mstep: Class 50 contains 8593 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13690 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2043 members 
Mstep: Class 57 contains 35814 members 
Mstep: Class 58 contains 33795 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2977 members 
Mstep: Class 61 contains 5504 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2655 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11741 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4147 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281672.000000 Penalty: 226628.296875
Iteration 244Q: 69 clusters Score -1.172817e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 28279 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 20473 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 12076 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76423 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 35693 members 
Mstep: Class 33 contains 9762 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17624 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36302 members 
Mstep: Class 48 contains 36416 members 
Mstep: Class 49 contains 40018 members 
Mstep: Class 50 contains 8596 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13690 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 2043 members 
Mstep: Class 57 contains 35817 members 
Mstep: Class 58 contains 33798 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2976 members 
Mstep: Class 61 contains 5509 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1922 members 
Mstep: Class 65 contains 11736 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4144 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281744.000000 Penalty: 226628.296875
Iteration 245Q: 69 clusters Score -1.172817e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4651 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 12076 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76424 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37250 members 
Mstep: Class 32 contains 35700 members 
Mstep: Class 33 contains 9761 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3479 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1883 members 
Mstep: Class 39 contains 10250 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17623 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36305 members 
Mstep: Class 48 contains 36429 members 
Mstep: Class 49 contains 40007 members 
Mstep: Class 50 contains 8601 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13693 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2043 members 
Mstep: Class 57 contains 35810 members 
Mstep: Class 58 contains 33798 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2976 members 
Mstep: Class 61 contains 5520 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1922 members 
Mstep: Class 65 contains 11730 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4139 members 
Mstep: Class 68 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281760.000000 Penalty: 226628.296875
Iteration 246Q: 69 clusters Score -1.172818e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3442 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28284 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33569 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 12076 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76426 members 
Mstep: Class 30 contains 10747 members 
Mstep: Class 31 contains 37250 members 
Mstep: Class 32 contains 35701 members 
Mstep: Class 33 contains 9757 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1881 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17620 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36431 members 
Mstep: Class 49 contains 40003 members 
Mstep: Class 50 contains 8603 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2043 members 
Mstep: Class 57 contains 35807 members 
Mstep: Class 58 contains 33801 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2975 members 
Mstep: Class 61 contains 5527 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1922 members 
Mstep: Class 65 contains 11721 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4138 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281768.000000 Penalty: 226628.296875
Iteration 247Q: 69 clusters Score -1.172818e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28285 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33565 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76429 members 
Mstep: Class 30 contains 10747 members 
Mstep: Class 31 contains 37243 members 
Mstep: Class 32 contains 35703 members 
Mstep: Class 33 contains 9753 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3481 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1881 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17617 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36308 members 
Mstep: Class 48 contains 36435 members 
Mstep: Class 49 contains 39998 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13693 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 35810 members 
Mstep: Class 58 contains 33802 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1922 members 
Mstep: Class 65 contains 11716 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4137 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281760.000000 Penalty: 226628.296875
Iteration 248Q: 69 clusters Score -1.172818e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4659 members 
Mstep: Class 7 contains 10604 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28286 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 20466 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3165 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76434 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37240 members 
Mstep: Class 32 contains 35710 members 
Mstep: Class 33 contains 9749 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3482 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 17614 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36310 members 
Mstep: Class 48 contains 36440 members 
Mstep: Class 49 contains 39990 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35807 members 
Mstep: Class 58 contains 33802 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5535 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11702 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4137 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281752.000000 Penalty: 226628.296875
Iteration 249Q: 69 clusters Score -1.172818e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 10606 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 33565 members 
Mstep: Class 17 contains 33966 members 
Mstep: Class 18 contains 10046 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 12076 members 
Mstep: Class 22 contains 3260 members 
Mstep: Class 23 contains 3169 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76436 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37233 members 
Mstep: Class 32 contains 35709 members 
Mstep: Class 33 contains 9745 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1890 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17613 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36308 members 
Mstep: Class 48 contains 36449 members 
Mstep: Class 49 contains 39994 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35802 members 
Mstep: Class 58 contains 33803 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5535 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11695 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4136 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282144.000000 Penalty: 226628.296875
Iteration 250Q: 69 clusters Score -1.172821e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 33563 members 
Mstep: Class 17 contains 33966 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 12076 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76440 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37221 members 
Mstep: Class 32 contains 35710 members 
Mstep: Class 33 contains 9741 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3485 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1889 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 5275 members 
Mstep: Class 41 contains 17612 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36445 members 
Mstep: Class 49 contains 39994 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35820 members 
Mstep: Class 58 contains 33803 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5536 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11691 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4136 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281944.000000 Penalty: 226628.296875
Iteration 251Q: 69 clusters Score -1.172819e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5265 members 
Mstep: Class 16 contains 33564 members 
Mstep: Class 17 contains 33966 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 20462 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76436 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37212 members 
Mstep: Class 32 contains 35716 members 
Mstep: Class 33 contains 9738 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3485 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5276 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36305 members 
Mstep: Class 48 contains 36446 members 
Mstep: Class 49 contains 39986 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13697 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35833 members 
Mstep: Class 58 contains 33804 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5536 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11692 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4136 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281992.000000 Penalty: 226628.296875
Iteration 252Q: 69 clusters Score -1.17282e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33567 members 
Mstep: Class 17 contains 33966 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76434 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 37187 members 
Mstep: Class 32 contains 35716 members 
Mstep: Class 33 contains 9738 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3488 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1888 members 
Mstep: Class 39 contains 10249 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36458 members 
Mstep: Class 49 contains 39981 members 
Mstep: Class 50 contains 8604 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13698 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 35848 members 
Mstep: Class 58 contains 33805 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5538 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11691 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4135 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282032.000000 Penalty: 226628.296875
Iteration 253Q: 69 clusters Score -1.17282e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 10611 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33563 members 
Mstep: Class 17 contains 33966 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 20461 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76439 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 37176 members 
Mstep: Class 32 contains 35713 members 
Mstep: Class 33 contains 9738 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3490 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1887 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36308 members 
Mstep: Class 48 contains 36466 members 
Mstep: Class 49 contains 39980 members 
Mstep: Class 50 contains 8605 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13698 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35847 members 
Mstep: Class 58 contains 33807 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5537 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11693 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4134 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281984.000000 Penalty: 226628.296875
Iteration 254Q: 69 clusters Score -1.17282e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 10612 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 12463 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76438 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37167 members 
Mstep: Class 32 contains 35717 members 
Mstep: Class 33 contains 9739 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3491 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1886 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36474 members 
Mstep: Class 49 contains 39976 members 
Mstep: Class 50 contains 8606 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13698 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35851 members 
Mstep: Class 58 contains 33807 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5539 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11694 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4133 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282056.000000 Penalty: 226628.296875
Iteration 255Q: 69 clusters Score -1.172821e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 10612 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33558 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76441 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37155 members 
Mstep: Class 32 contains 35718 members 
Mstep: Class 33 contains 9738 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3492 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1884 members 
Mstep: Class 39 contains 10244 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36308 members 
Mstep: Class 48 contains 36483 members 
Mstep: Class 49 contains 39975 members 
Mstep: Class 50 contains 8608 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13698 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35854 members 
Mstep: Class 58 contains 33806 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5543 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11688 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4131 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282192.000000 Penalty: 226628.296875
Iteration 256Q: 69 clusters Score -1.172822e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33560 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 20459 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76437 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37152 members 
Mstep: Class 32 contains 35717 members 
Mstep: Class 33 contains 9738 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3493 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1884 members 
Mstep: Class 39 contains 10245 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36309 members 
Mstep: Class 48 contains 36494 members 
Mstep: Class 49 contains 39974 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13697 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35850 members 
Mstep: Class 58 contains 33805 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5542 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11687 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282152.000000 Penalty: 226628.296875
Iteration 257Q: 69 clusters Score -1.172822e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 20459 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76440 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37151 members 
Mstep: Class 32 contains 35721 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3494 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1884 members 
Mstep: Class 39 contains 10245 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36310 members 
Mstep: Class 48 contains 36505 members 
Mstep: Class 49 contains 39969 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4307 members 
Mstep: Class 52 contains 13697 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35845 members 
Mstep: Class 58 contains 33806 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5541 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11682 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281936.000000 Penalty: 226628.296875
Iteration 258Q: 69 clusters Score -1.172819e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10610 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33548 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76429 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37148 members 
Mstep: Class 32 contains 35722 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3496 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5279 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36517 members 
Mstep: Class 49 contains 39968 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4308 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35850 members 
Mstep: Class 58 contains 33808 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5541 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11681 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282072.000000 Penalty: 226628.296875
Iteration 259Q: 69 clusters Score -1.172821e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10611 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33544 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 20457 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76437 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37150 members 
Mstep: Class 32 contains 35724 members 
Mstep: Class 33 contains 9737 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5278 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36520 members 
Mstep: Class 49 contains 39960 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35840 members 
Mstep: Class 58 contains 33809 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5538 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11681 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282000.000000 Penalty: 226628.296875
Iteration 260F: 69 clusters Score -1.17282e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33549 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 20459 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76432 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37147 members 
Mstep: Class 32 contains 35727 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36522 members 
Mstep: Class 49 contains 39952 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4307 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35842 members 
Mstep: Class 58 contains 33809 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5536 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11680 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282120.000000 Penalty: 226628.296875
Iteration 261Q: 69 clusters Score -1.172821e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33550 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3260 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37144 members 
Mstep: Class 32 contains 35725 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36525 members 
Mstep: Class 49 contains 39949 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4309 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35845 members 
Mstep: Class 58 contains 33812 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5534 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11679 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282120.000000 Penalty: 226628.296875
Iteration 262Q: 69 clusters Score -1.172821e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3452 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33550 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37139 members 
Mstep: Class 32 contains 35727 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36520 members 
Mstep: Class 49 contains 39940 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4312 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35852 members 
Mstep: Class 58 contains 33812 members 
Mstep: Class 59 contains 7816 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5534 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11678 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282096.000000 Penalty: 226628.296875
Iteration 263Q: 69 clusters Score -1.172821e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33548 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20466 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12074 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76424 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37136 members 
Mstep: Class 32 contains 35730 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36509 members 
Mstep: Class 49 contains 39930 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4313 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35867 members 
Mstep: Class 58 contains 33812 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5534 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11678 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281944.000000 Penalty: 226628.296875
Iteration 264Q: 69 clusters Score -1.172819e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10625 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33549 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12073 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76422 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37128 members 
Mstep: Class 32 contains 35730 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10246 members 
Mstep: Class 40 contains 5278 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36506 members 
Mstep: Class 49 contains 39926 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4315 members 
Mstep: Class 52 contains 13695 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35874 members 
Mstep: Class 58 contains 33812 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5533 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11678 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282016.000000 Penalty: 226628.296875
Iteration 265Q: 69 clusters Score -1.17282e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33548 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76422 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37126 members 
Mstep: Class 32 contains 35733 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36503 members 
Mstep: Class 49 contains 39923 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4315 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35878 members 
Mstep: Class 58 contains 33811 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11678 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282056.000000 Penalty: 226628.296875
Iteration 266Q: 69 clusters Score -1.172821e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10630 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76422 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37125 members 
Mstep: Class 32 contains 35736 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36500 members 
Mstep: Class 49 contains 39922 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4315 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35880 members 
Mstep: Class 58 contains 33813 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5531 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11677 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282064.000000 Penalty: 226628.296875
Iteration 267Q: 69 clusters Score -1.172821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10630 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20457 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76425 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37123 members 
Mstep: Class 32 contains 35735 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36497 members 
Mstep: Class 49 contains 39925 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4315 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35882 members 
Mstep: Class 58 contains 33814 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5531 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282120.000000 Penalty: 226628.296875
Iteration 268Q: 69 clusters Score -1.172821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33551 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20456 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76427 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37123 members 
Mstep: Class 32 contains 35733 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36489 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4315 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35887 members 
Mstep: Class 58 contains 33814 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282024.000000 Penalty: 226628.296875
Iteration 269Q: 69 clusters Score -1.17282e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33553 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20454 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37120 members 
Mstep: Class 32 contains 35733 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36485 members 
Mstep: Class 49 contains 39928 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35890 members 
Mstep: Class 58 contains 33815 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282080.000000 Penalty: 226628.296875
Iteration 270Q: 69 clusters Score -1.172821e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76427 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37121 members 
Mstep: Class 32 contains 35733 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36307 members 
Mstep: Class 48 contains 36485 members 
Mstep: Class 49 contains 39929 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35890 members 
Mstep: Class 58 contains 33817 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282104.000000 Penalty: 226628.296875
Iteration 271Q: 69 clusters Score -1.172821e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28288 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33554 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76427 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37123 members 
Mstep: Class 32 contains 35732 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17612 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36485 members 
Mstep: Class 49 contains 39929 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35889 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282088.000000 Penalty: 226628.296875
Iteration 272Q: 69 clusters Score -1.172821e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76428 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37122 members 
Mstep: Class 32 contains 35732 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17611 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36484 members 
Mstep: Class 49 contains 39929 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35889 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282112.000000 Penalty: 226628.296875
Iteration 273Q: 69 clusters Score -1.172821e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76429 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37122 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36483 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35889 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282096.000000 Penalty: 226628.296875
Iteration 274Q: 69 clusters Score -1.172821e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76429 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37123 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36484 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35886 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282168.000000 Penalty: 226628.296875
Iteration 275Q: 69 clusters Score -1.172822e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33558 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76428 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37122 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36485 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35884 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282104.000000 Penalty: 226628.296875
Iteration 276Q: 69 clusters Score -1.172821e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76429 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37126 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36484 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35879 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282152.000000 Penalty: 226628.296875
Iteration 277Q: 69 clusters Score -1.172822e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33559 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37129 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36482 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35877 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282040.000000 Penalty: 226628.296875
Iteration 278Q: 69 clusters Score -1.17282e+08 nChanged 10
Entering ConstructFrom: 
Score: -117282040.000000 Penalty: 226628.296875
Entering ConstructFrom: 
Trying to split cluster 1 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -727961.625000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -727961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -723904.312500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -723904.3 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -725222.000000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -725222 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -725708.625000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -725708.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -726127.812500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -726127.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -726443.750000 Penalty: 4164.380859
	Iteration 4F: 3 clusters Score -726443.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -726690.062500 Penalty: 4164.380859
	Iteration 5F: 3 clusters Score -726690.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -726867.562500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -726867.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -726976.125000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -726976.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -727057.125000 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -727057.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -727132.500000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -727132.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -727185.875000 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -727185.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -727217.187500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -727217.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -727242.375000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -727242.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -727257.187500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -727257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -727265.812500 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -727265.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -727271.625000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -727271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -727274.875000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -727274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -727275.500000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -727275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -727278.750000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -727278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -727280.562500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -727280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -727281.062500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -727281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -727284.125000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -727284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -727283.125000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -727283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -727284.312500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -727284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -727286.000000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -727286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -727286.000000 Penalty: 4164.380859
	Iteration 25F: 3 clusters Score -727286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -590689.937500 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -590689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -587144.500000 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -587144.5 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -587891.437500 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -587891.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -588080.125000 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -588080.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -588204.000000 Penalty: 4041.485352
	Iteration 3Q: 3 clusters Score -588204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -588284.625000 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -588284.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -588342.312500 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -588342.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -588379.000000 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -588379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -588409.062500 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -588409.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -588430.500000 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -588430.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -588452.500000 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -588452.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -588466.875000 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -588466.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -588481.062500 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -588481.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -588496.062500 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -588496.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -588512.062500 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -588512.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -588525.562500 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -588525.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -588541.875000 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -588541.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -588556.375000 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -588556.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -588570.812500 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -588570.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -588589.500000 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -588589.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -588607.312500 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -588607.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -588621.500000 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -588621.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -588638.687500 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -588638.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -588653.750000 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -588653.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -588669.687500 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -588669.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -588684.937500 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -588684.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -588704.437500 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -588704.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -588717.375000 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -588717.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -588731.812500 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -588731.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -588749.625000 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -588749.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -588767.875000 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -588767.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -588790.875000 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -588790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -588814.687500 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -588814.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -588833.625000 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -588833.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -588854.687500 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -588854.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -588878.312500 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -588878.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -588899.875000 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -588899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -588911.687500 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -588911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588923.250000 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -588923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -588930.250000 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -588930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -588939.125000 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -588939.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -588947.000000 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -588947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -588957.000000 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -588957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -588960.937500 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -588960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -588966.125000 Penalty: 4041.485352
	Iteration 43Q: 3 clusters Score -588966.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -588969.625000 Penalty: 4041.485352
	Iteration 44Q: 3 clusters Score -588969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -588972.750000 Penalty: 4041.485352
	Iteration 45Q: 3 clusters Score -588972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -588975.562500 Penalty: 4041.485352
	Iteration 46Q: 3 clusters Score -588975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -588977.312500 Penalty: 4041.485352
	Iteration 47Q: 3 clusters Score -588977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -588977.250000 Penalty: 4041.485352
	Iteration 48Q: 3 clusters Score -588977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -588979.812500 Penalty: 4041.485352
	Iteration 49Q: 3 clusters Score -588979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -588979.937500 Penalty: 4041.485352
	Iteration 50Q: 3 clusters Score -588979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -588980.562500 Penalty: 4041.485352
	Iteration 51Q: 3 clusters Score -588980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -588984.562500 Penalty: 4041.485352
	Iteration 52Q: 3 clusters Score -588984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -588988.000000 Penalty: 4041.485352
	Iteration 53Q: 3 clusters Score -588988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -588989.687500 Penalty: 4041.485352
	Iteration 54Q: 3 clusters Score -588989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -588990.562500 Penalty: 4041.485352
	Iteration 55Q: 3 clusters Score -588990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -588992.687500 Penalty: 4041.485352
	Iteration 56Q: 3 clusters Score -588992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -588994.500000 Penalty: 4041.485352
	Iteration 57Q: 3 clusters Score -588994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -588996.187500 Penalty: 4041.485352
	Iteration 58Q: 3 clusters Score -588996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -589000.312500 Penalty: 4041.485352
	Iteration 59Q: 3 clusters Score -589000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -589006.875000 Penalty: 4041.485352
	Iteration 60F: 3 clusters Score -589006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -589010.375000 Penalty: 4041.485352
	Iteration 61Q: 3 clusters Score -589010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -589013.250000 Penalty: 4041.485352
	Iteration 62Q: 3 clusters Score -589013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -589017.437500 Penalty: 4041.485352
	Iteration 63Q: 3 clusters Score -589017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -589019.000000 Penalty: 4041.485352
	Iteration 64Q: 3 clusters Score -589019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -589024.000000 Penalty: 4041.485352
	Iteration 65Q: 3 clusters Score -589024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -589028.125000 Penalty: 4041.485352
	Iteration 66Q: 3 clusters Score -589028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -589029.875000 Penalty: 4041.485352
	Iteration 67Q: 3 clusters Score -589029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -589029.875000 Penalty: 4041.485352
	Iteration 68F: 3 clusters Score -589029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -357646.312500 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -357646.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -354925.531250 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -354925.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -355462.500000 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -355462.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355651.656250 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -355651.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -355756.062500 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -355756.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -355832.093750 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -355832.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -355905.437500 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -355905.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -355995.531250 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -355995.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -356113.937500 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -356113.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -356271.625000 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -356271.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -356405.375000 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -356405.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -356519.906250 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -356519.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -356612.000000 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -356612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356667.093750 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -356667.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356726.343750 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -356726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -356767.562500 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -356767.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -356798.656250 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -356798.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -356821.843750 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -356821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -356846.906250 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -356846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -356868.093750 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -356868.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -356889.875000 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -356889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -356903.250000 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -356903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -356916.281250 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -356916.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -356925.343750 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -356925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -356930.218750 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -356930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -356939.875000 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -356939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -356943.812500 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -356943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -356948.718750 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -356948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -356957.031250 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -356957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -356961.968750 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -356962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -356964.500000 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -356964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -356965.500000 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -356965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -356970.031250 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -356970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -356970.031250 Penalty: 3823.594238
	Iteration 32F: 3 clusters Score -356970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -173553.906250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -173553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -171547.781250 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -171547.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171875.390625 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -171875.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -172001.359375 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -172001.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -172091.250000 Penalty: 3481.571045
	Iteration 3Q: 3 clusters Score -172091.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -172168.484375 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -172168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -172220.265625 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -172220.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -172254.937500 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -172254.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -172285.687500 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -172285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -172320.656250 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -172320.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -172350.093750 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -172350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -172381.171875 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -172381.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -172417.875000 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -172417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -172465.203125 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -172465.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -172514.937500 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -172514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -172547.000000 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -172547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -172582.656250 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -172582.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -172609.937500 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -172609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172634.750000 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -172634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -172652.546875 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -172652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -172663.578125 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -172663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -172669.421875 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -172669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -172677.109375 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -172677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172682.093750 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -172682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172684.453125 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -172684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -172690.390625 Penalty: 3481.571045
	Iteration 24Q: 3 clusters Score -172690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172693.062500 Penalty: 3481.571045
	Iteration 25Q: 3 clusters Score -172693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -172694.343750 Penalty: 3481.571045
	Iteration 26Q: 3 clusters Score -172694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -172695.312500 Penalty: 3481.571045
	Iteration 27Q: 3 clusters Score -172695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -172696.656250 Penalty: 3481.571045
	Iteration 28Q: 3 clusters Score -172696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -172696.656250 Penalty: 3481.571045
	Iteration 29F: 3 clusters Score -172696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -945458.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -945458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -940797.000000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -940797 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -941978.187500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -941978.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -942225.312500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -942225.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -942381.937500 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -942381.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -942476.687500 Penalty: 4254.737793
	Iteration 4Q: 3 clusters Score -942476.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -942541.187500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -942541.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -942600.500000 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -942600.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -942636.375000 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -942636.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -942670.000000 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -942670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -942702.312500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -942702.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -942732.562500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -942732.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -942761.125000 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -942761.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -942788.375000 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -942788.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -942817.562500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -942817.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -942845.000000 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -942845 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -942873.500000 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -942873.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -942898.187500 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -942898.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -942919.562500 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -942919.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -942936.625000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -942936.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -942952.187500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -942952.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -942963.937500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -942963.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -942977.375000 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -942977.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -942983.750000 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -942983.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -942993.000000 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -942993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -942995.187500 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -942995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -942998.500000 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -942998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -943000.312500 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -943000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -943003.250000 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -943003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -943005.125000 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -943005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -943004.750000 Penalty: 4254.737793
	Iteration 29Q: 3 clusters Score -943004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -943006.812500 Penalty: 4254.737793
	Iteration 30Q: 3 clusters Score -943006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -943005.937500 Penalty: 4254.737793
	Iteration 31Q: 3 clusters Score -943005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -943010.187500 Penalty: 4254.737793
	Iteration 32Q: 3 clusters Score -943010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -943012.000000 Penalty: 4254.737793
	Iteration 33Q: 3 clusters Score -943012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -943013.812500 Penalty: 4254.737793
	Iteration 34Q: 3 clusters Score -943013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -943013.312500 Penalty: 4254.737793
	Iteration 35Q: 3 clusters Score -943013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -943016.312500 Penalty: 4254.737793
	Iteration 36Q: 3 clusters Score -943016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -943020.500000 Penalty: 4254.737793
	Iteration 37Q: 3 clusters Score -943020.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -943024.250000 Penalty: 4254.737793
	Iteration 38Q: 3 clusters Score -943024.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -943028.437500 Penalty: 4254.737793
	Iteration 39Q: 3 clusters Score -943028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -943032.062500 Penalty: 4254.737793
	Iteration 40F: 3 clusters Score -943032.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -943037.312500 Penalty: 4254.737793
	Iteration 41Q: 3 clusters Score -943037.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -943042.000000 Penalty: 4254.737793
	Iteration 42Q: 3 clusters Score -943042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -943044.062500 Penalty: 4254.737793
	Iteration 43Q: 3 clusters Score -943044.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -943049.500000 Penalty: 4254.737793
	Iteration 44Q: 3 clusters Score -943049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -943055.062500 Penalty: 4254.737793
	Iteration 45Q: 3 clusters Score -943055.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -943059.500000 Penalty: 4254.737793
	Iteration 46Q: 3 clusters Score -943059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -943064.125000 Penalty: 4254.737793
	Iteration 47Q: 3 clusters Score -943064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -943069.187500 Penalty: 4254.737793
	Iteration 48Q: 3 clusters Score -943069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -943072.750000 Penalty: 4254.737793
	Iteration 49Q: 3 clusters Score -943072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -943076.125000 Penalty: 4254.737793
	Iteration 50Q: 3 clusters Score -943076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -943076.125000 Penalty: 4254.737793
	Iteration 51Q: 3 clusters Score -943076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -943077.750000 Penalty: 4254.737793
	Iteration 52Q: 3 clusters Score -943077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -943079.687500 Penalty: 4254.737793
	Iteration 53Q: 3 clusters Score -943079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -943078.937500 Penalty: 4254.737793
	Iteration 54Q: 3 clusters Score -943078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -943080.312500 Penalty: 4254.737793
	Iteration 55Q: 3 clusters Score -943080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -943080.125000 Penalty: 4254.737793
	Iteration 56Q: 3 clusters Score -943080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -943082.125000 Penalty: 4254.737793
	Iteration 57Q: 3 clusters Score -943082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -943081.937500 Penalty: 4254.737793
	Iteration 58Q: 3 clusters Score -943081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -943083.750000 Penalty: 4254.737793
	Iteration 59Q: 3 clusters Score -943083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -943083.750000 Penalty: 4254.737793
	Iteration 60F: 3 clusters Score -943083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -754300.562500 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -754300.6 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 2345 members 
Entering Unmasked Estep 
Score: -750027.062500 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -750027.1 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -751652.625000 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -751652.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -752472.125000 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -752472.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -753012.000000 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -753012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -753339.812500 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -753339.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -753468.375000 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -753468.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -753567.750000 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -753567.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -753652.062500 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -753652.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -753709.875000 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -753709.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -753738.750000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -753738.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -753760.562500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -753760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -753781.062500 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -753781.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -753799.250000 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -753799.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -753815.375000 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -753815.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -753825.562500 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -753825.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -753843.125000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -753843.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -753861.125000 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -753861.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -753899.750000 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -753899.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -753952.062500 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -753952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -753986.500000 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -753986.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -754001.750000 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -754001.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -754012.500000 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -754012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -754022.812500 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -754022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -754032.187500 Penalty: 4189.811035
	Iteration 23Q: 3 clusters Score -754032.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -754039.562500 Penalty: 4189.811035
	Iteration 24Q: 3 clusters Score -754039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -754044.062500 Penalty: 4189.811035
	Iteration 25Q: 3 clusters Score -754044.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -754047.687500 Penalty: 4189.811035
	Iteration 26Q: 3 clusters Score -754047.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -754053.000000 Penalty: 4189.811035
	Iteration 27Q: 3 clusters Score -754053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -754058.187500 Penalty: 4189.811035
	Iteration 28Q: 3 clusters Score -754058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -754062.937500 Penalty: 4189.811035
	Iteration 29Q: 3 clusters Score -754062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -754072.687500 Penalty: 4189.811035
	Iteration 30Q: 3 clusters Score -754072.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -754077.125000 Penalty: 4189.811035
	Iteration 31Q: 3 clusters Score -754077.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -754081.062500 Penalty: 4189.811035
	Iteration 32Q: 3 clusters Score -754081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -754089.000000 Penalty: 4189.811035
	Iteration 33Q: 3 clusters Score -754089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -754094.687500 Penalty: 4189.811035
	Iteration 34Q: 3 clusters Score -754094.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -754098.812500 Penalty: 4189.811035
	Iteration 35Q: 3 clusters Score -754098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -754099.062500 Penalty: 4189.811035
	Iteration 36Q: 3 clusters Score -754099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -754102.625000 Penalty: 4189.811035
	Iteration 37Q: 3 clusters Score -754102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -754116.937500 Penalty: 4189.811035
	Iteration 38Q: 3 clusters Score -754116.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -754131.500000 Penalty: 4189.811035
	Iteration 39Q: 3 clusters Score -754131.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -754149.062500 Penalty: 4189.811035
	Iteration 40F: 3 clusters Score -754149.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -754160.062500 Penalty: 4189.811035
	Iteration 41Q: 3 clusters Score -754160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -754166.437500 Penalty: 4189.811035
	Iteration 42Q: 3 clusters Score -754166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -754173.312500 Penalty: 4189.811035
	Iteration 43Q: 3 clusters Score -754173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -754183.250000 Penalty: 4189.811035
	Iteration 44Q: 3 clusters Score -754183.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -754185.937500 Penalty: 4189.811035
	Iteration 45Q: 3 clusters Score -754185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -754192.125000 Penalty: 4189.811035
	Iteration 46Q: 3 clusters Score -754192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -754196.375000 Penalty: 4189.811035
	Iteration 47Q: 3 clusters Score -754196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -754200.437500 Penalty: 4189.811035
	Iteration 48Q: 3 clusters Score -754200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -754205.875000 Penalty: 4189.811035
	Iteration 49Q: 3 clusters Score -754205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -754208.937500 Penalty: 4189.811035
	Iteration 50Q: 3 clusters Score -754208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -754211.250000 Penalty: 4189.811035
	Iteration 51Q: 3 clusters Score -754211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -754213.375000 Penalty: 4189.811035
	Iteration 52Q: 3 clusters Score -754213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -754213.187500 Penalty: 4189.811035
	Iteration 53Q: 3 clusters Score -754213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -754213.562500 Penalty: 4189.811035
	Iteration 54Q: 3 clusters Score -754213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -754213.562500 Penalty: 4189.811035
	Iteration 55F: 3 clusters Score -754213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -1780849.000000 Penalty: 2299.339355
	Iteration 0F: 2 clusters Score -1780849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1772817.250000 Penalty: 4598.678711
	Iteration 0F: 3 clusters Score -1772817 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1775101.750000 Penalty: 4598.678711
	Iteration 1F: 3 clusters Score -1775102 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1775502.875000 Penalty: 4598.678711
	Iteration 2F: 3 clusters Score -1775503 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1775830.875000 Penalty: 4598.678711
	Iteration 3F: 3 clusters Score -1775831 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1776081.000000 Penalty: 4598.678711
	Iteration 4Q: 3 clusters Score -1776081 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1776273.750000 Penalty: 4598.678711
	Iteration 5Q: 3 clusters Score -1776274 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1776453.000000 Penalty: 4598.678711
	Iteration 6Q: 3 clusters Score -1776453 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1776626.125000 Penalty: 4598.678711
	Iteration 7Q: 3 clusters Score -1776626 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1776798.625000 Penalty: 4598.678711
	Iteration 8Q: 3 clusters Score -1776799 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1776949.250000 Penalty: 4598.678711
	Iteration 9Q: 3 clusters Score -1776949 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1777076.875000 Penalty: 4598.678711
	Iteration 10Q: 3 clusters Score -1777077 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1777186.375000 Penalty: 4598.678711
	Iteration 11Q: 3 clusters Score -1777186 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1777257.750000 Penalty: 4598.678711
	Iteration 12Q: 3 clusters Score -1777258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1777315.375000 Penalty: 4598.678711
	Iteration 13Q: 3 clusters Score -1777315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1777365.000000 Penalty: 4598.678711
	Iteration 14Q: 3 clusters Score -1777365 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1777419.875000 Penalty: 4598.678711
	Iteration 15Q: 3 clusters Score -1777420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1777458.500000 Penalty: 4598.678711
	Iteration 16Q: 3 clusters Score -1777458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1777498.125000 Penalty: 4598.678711
	Iteration 17Q: 3 clusters Score -1777498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1777535.625000 Penalty: 4598.678711
	Iteration 18Q: 3 clusters Score -1777536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1777580.750000 Penalty: 4598.678711
	Iteration 19Q: 3 clusters Score -1777581 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1777631.875000 Penalty: 4598.678711
	Iteration 20F: 3 clusters Score -1777632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1777687.125000 Penalty: 4598.678711
	Iteration 21Q: 3 clusters Score -1777687 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1777739.000000 Penalty: 4598.678711
	Iteration 22Q: 3 clusters Score -1777739 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1777802.375000 Penalty: 4598.678711
	Iteration 23Q: 3 clusters Score -1777802 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1777865.750000 Penalty: 4598.678711
	Iteration 24Q: 3 clusters Score -1777866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1777915.875000 Penalty: 4598.678711
	Iteration 25Q: 3 clusters Score -1777916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1777961.375000 Penalty: 4598.678711
	Iteration 26Q: 3 clusters Score -1777961 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1778012.875000 Penalty: 4598.678711
	Iteration 27Q: 3 clusters Score -1778013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1778053.375000 Penalty: 4598.678711
	Iteration 28Q: 3 clusters Score -1778053 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1778091.125000 Penalty: 4598.678711
	Iteration 29Q: 3 clusters Score -1778091 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1778128.875000 Penalty: 4598.678711
	Iteration 30Q: 3 clusters Score -1778129 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1778169.000000 Penalty: 4598.678711
	Iteration 31Q: 3 clusters Score -1778169 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1778207.875000 Penalty: 4598.678711
	Iteration 32Q: 3 clusters Score -1778208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1778252.875000 Penalty: 4598.678711
	Iteration 33Q: 3 clusters Score -1778253 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1778294.000000 Penalty: 4598.678711
	Iteration 34Q: 3 clusters Score -1778294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1778340.500000 Penalty: 4598.678711
	Iteration 35Q: 3 clusters Score -1778340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1778386.000000 Penalty: 4598.678711
	Iteration 36Q: 3 clusters Score -1778386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1778422.250000 Penalty: 4598.678711
	Iteration 37Q: 3 clusters Score -1778422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1778454.500000 Penalty: 4598.678711
	Iteration 38Q: 3 clusters Score -1778454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1778489.250000 Penalty: 4598.678711
	Iteration 39Q: 3 clusters Score -1778489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1778529.625000 Penalty: 4598.678711
	Iteration 40F: 3 clusters Score -1778530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1778580.375000 Penalty: 4598.678711
	Iteration 41Q: 3 clusters Score -1778580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1778626.625000 Penalty: 4598.678711
	Iteration 42Q: 3 clusters Score -1778627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1778665.625000 Penalty: 4598.678711
	Iteration 43Q: 3 clusters Score -1778666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1778702.875000 Penalty: 4598.678711
	Iteration 44Q: 3 clusters Score -1778703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1778736.375000 Penalty: 4598.678711
	Iteration 45Q: 3 clusters Score -1778736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1778770.500000 Penalty: 4598.678711
	Iteration 46Q: 3 clusters Score -1778770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1778789.250000 Penalty: 4598.678711
	Iteration 47Q: 3 clusters Score -1778789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1778811.375000 Penalty: 4598.678711
	Iteration 48Q: 3 clusters Score -1778811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1778831.000000 Penalty: 4598.678711
	Iteration 49Q: 3 clusters Score -1778831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1778848.375000 Penalty: 4598.678711
	Iteration 50Q: 3 clusters Score -1778848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1778871.125000 Penalty: 4598.678711
	Iteration 51Q: 3 clusters Score -1778871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1778887.375000 Penalty: 4598.678711
	Iteration 52Q: 3 clusters Score -1778887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1778908.750000 Penalty: 4598.678711
	Iteration 53Q: 3 clusters Score -1778909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1778921.500000 Penalty: 4598.678711
	Iteration 54Q: 3 clusters Score -1778922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1778933.625000 Penalty: 4598.678711
	Iteration 55Q: 3 clusters Score -1778934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1778938.625000 Penalty: 4598.678711
	Iteration 56Q: 3 clusters Score -1778939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1778945.625000 Penalty: 4598.678711
	Iteration 57Q: 3 clusters Score -1778946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1778952.375000 Penalty: 4598.678711
	Iteration 58Q: 3 clusters Score -1778952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1778955.750000 Penalty: 4598.678711
	Iteration 59Q: 3 clusters Score -1778956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1778960.625000 Penalty: 4598.678711
	Iteration 60F: 3 clusters Score -1778961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1778965.875000 Penalty: 4598.678711
	Iteration 61Q: 3 clusters Score -1778966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1778972.125000 Penalty: 4598.678711
	Iteration 62Q: 3 clusters Score -1778972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1778976.750000 Penalty: 4598.678711
	Iteration 63Q: 3 clusters Score -1778977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1778980.750000 Penalty: 4598.678711
	Iteration 64Q: 3 clusters Score -1778981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1778982.250000 Penalty: 4598.678711
	Iteration 65Q: 3 clusters Score -1778982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1778986.750000 Penalty: 4598.678711
	Iteration 66Q: 3 clusters Score -1778987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1778988.375000 Penalty: 4598.678711
	Iteration 67Q: 3 clusters Score -1778988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1778993.000000 Penalty: 4598.678711
	Iteration 68Q: 3 clusters Score -1778993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1778995.875000 Penalty: 4598.678711
	Iteration 69Q: 3 clusters Score -1778996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1778996.250000 Penalty: 4598.678711
	Iteration 70Q: 3 clusters Score -1778996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1778999.500000 Penalty: 4598.678711
	Iteration 71Q: 3 clusters Score -1779000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1778996.125000 Penalty: 4598.678711
	Iteration 72Q: 3 clusters Score -1778996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1778999.000000 Penalty: 4598.678711
	Iteration 73Q: 3 clusters Score -1778999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1778999.125000 Penalty: 4598.678711
	Iteration 74Q: 3 clusters Score -1778999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1778999.125000 Penalty: 4598.678711
	Iteration 75F: 3 clusters Score -1778999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -599662.750000 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -599662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -596043.250000 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -596043.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -596984.937500 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -596984.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -597545.812500 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -597545.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -597970.187500 Penalty: 4054.792480
	Iteration 3F: 3 clusters Score -597970.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -598220.312500 Penalty: 4054.792480
	Iteration 4F: 3 clusters Score -598220.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -598385.000000 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -598385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -598502.687500 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -598502.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -598581.625000 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -598581.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -598632.312500 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -598632.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -598669.875000 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -598669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -598688.187500 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -598688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -598700.062500 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -598700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -598711.500000 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -598711.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -598720.812500 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -598720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -598725.750000 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -598725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -598732.750000 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -598732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -598738.187500 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -598738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -598744.937500 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -598744.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -598752.125000 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -598752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -598755.437500 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -598755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -598759.187500 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -598759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -598760.250000 Penalty: 4054.792480
	Iteration 21Q: 3 clusters Score -598760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -598763.625000 Penalty: 4054.792480
	Iteration 22Q: 3 clusters Score -598763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -598763.500000 Penalty: 4054.792480
	Iteration 23Q: 3 clusters Score -598763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -598764.562500 Penalty: 4054.792480
	Iteration 24Q: 3 clusters Score -598764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -598766.187500 Penalty: 4054.792480
	Iteration 25Q: 3 clusters Score -598766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -598766.187500 Penalty: 4054.792480
	Iteration 26F: 3 clusters Score -598766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Entering Unmasked Estep 
Score: -5103850.500000 Penalty: 2542.074219
	Iteration 0F: 2 clusters Score -5103850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -5084541.500000 Penalty: 5084.148438
	Iteration 0F: 3 clusters Score -5084542 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -5091787.000000 Penalty: 5084.148438
	Iteration 1F: 3 clusters Score -5091787 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5092821.500000 Penalty: 5084.148438
	Iteration 2F: 3 clusters Score -5092822 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5093984.000000 Penalty: 5084.148438
	Iteration 3F: 3 clusters Score -5093984 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -5095248.000000 Penalty: 5084.148438
	Iteration 4F: 3 clusters Score -5095248 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5096606.000000 Penalty: 5084.148438
	Iteration 5F: 3 clusters Score -5096606 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -5097934.500000 Penalty: 5084.148438
	Iteration 6F: 3 clusters Score -5097934 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5099117.000000 Penalty: 5084.148438
	Iteration 7F: 3 clusters Score -5099117 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5100042.000000 Penalty: 5084.148438
	Iteration 8Q: 3 clusters Score -5100042 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -5100818.000000 Penalty: 5084.148438
	Iteration 9Q: 3 clusters Score -5100818 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5101429.000000 Penalty: 5084.148438
	Iteration 10Q: 3 clusters Score -5101429 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -5101914.500000 Penalty: 5084.148438
	Iteration 11Q: 3 clusters Score -5101914 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -5102252.000000 Penalty: 5084.148438
	Iteration 12Q: 3 clusters Score -5102252 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -5102484.000000 Penalty: 5084.148438
	Iteration 13Q: 3 clusters Score -5102484 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -5102629.500000 Penalty: 5084.148438
	Iteration 14Q: 3 clusters Score -5102630 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5102756.000000 Penalty: 5084.148438
	Iteration 15Q: 3 clusters Score -5102756 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5102806.500000 Penalty: 5084.148438
	Iteration 16Q: 3 clusters Score -5102806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5102831.000000 Penalty: 5084.148438
	Iteration 17Q: 3 clusters Score -5102831 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5102844.500000 Penalty: 5084.148438
	Iteration 18Q: 3 clusters Score -5102844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5102864.500000 Penalty: 5084.148438
	Iteration 19Q: 3 clusters Score -5102864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5102870.000000 Penalty: 5084.148438
	Iteration 20F: 3 clusters Score -5102870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5102907.000000 Penalty: 5084.148438
	Iteration 21Q: 3 clusters Score -5102907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5102914.000000 Penalty: 5084.148438
	Iteration 22Q: 3 clusters Score -5102914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5102917.000000 Penalty: 5084.148438
	Iteration 23Q: 3 clusters Score -5102917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5102912.500000 Penalty: 5084.148438
	Iteration 24Q: 3 clusters Score -5102912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5102921.000000 Penalty: 5084.148438
	Iteration 25Q: 3 clusters Score -5102921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5102931.500000 Penalty: 5084.148438
	Iteration 26Q: 3 clusters Score -5102932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5102936.500000 Penalty: 5084.148438
	Iteration 27Q: 3 clusters Score -5102936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5102940.000000 Penalty: 5084.148438
	Iteration 28Q: 3 clusters Score -5102940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5102945.000000 Penalty: 5084.148438
	Iteration 29Q: 3 clusters Score -5102945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5102943.500000 Penalty: 5084.148438
	Iteration 30Q: 3 clusters Score -5102944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5102946.500000 Penalty: 5084.148438
	Iteration 31Q: 3 clusters Score -5102946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5102968.000000 Penalty: 5084.148438
	Iteration 32Q: 3 clusters Score -5102968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5102972.000000 Penalty: 5084.148438
	Iteration 33Q: 3 clusters Score -5102972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5102964.000000 Penalty: 5084.148438
	Iteration 34Q: 3 clusters Score -5102964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -5102968.000000 Penalty: 5084.148438
	Iteration 35Q: 3 clusters Score -5102968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5102975.500000 Penalty: 5084.148438
	Iteration 36Q: 3 clusters Score -5102976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5102978.000000 Penalty: 5084.148438
	Iteration 37Q: 3 clusters Score -5102978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5102989.000000 Penalty: 5084.148438
	Iteration 38Q: 3 clusters Score -5102989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5102990.000000 Penalty: 5084.148438
	Iteration 39Q: 3 clusters Score -5102990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5102986.000000 Penalty: 5084.148438
	Iteration 40F: 3 clusters Score -5102986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5102989.500000 Penalty: 5084.148438
	Iteration 41Q: 3 clusters Score -5102990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5102993.000000 Penalty: 5084.148438
	Iteration 42Q: 3 clusters Score -5102993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5102994.500000 Penalty: 5084.148438
	Iteration 43Q: 3 clusters Score -5102994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5102994.500000 Penalty: 5084.148438
	Iteration 44Q: 3 clusters Score -5102994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5102991.500000 Penalty: 5084.148438
	Iteration 45Q: 3 clusters Score -5102992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5102989.500000 Penalty: 5084.148438
	Iteration 46Q: 3 clusters Score -5102990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5102981.000000 Penalty: 5084.148438
	Iteration 47Q: 3 clusters Score -5102981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5102991.000000 Penalty: 5084.148438
	Iteration 48Q: 3 clusters Score -5102991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5102990.500000 Penalty: 5084.148438
	Iteration 49Q: 3 clusters Score -5102990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5102992.500000 Penalty: 5084.148438
	Iteration 50Q: 3 clusters Score -5102992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5102995.500000 Penalty: 5084.148438
	Iteration 51Q: 3 clusters Score -5102996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5102989.500000 Penalty: 5084.148438
	Iteration 52Q: 3 clusters Score -5102990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5102988.000000 Penalty: 5084.148438
	Iteration 53Q: 3 clusters Score -5102988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5102988.000000 Penalty: 5084.148438
	Iteration 54F: 3 clusters Score -5102988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36924.921875 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36924.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35712.453125 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35712.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35847.132812 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35847.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35937.050781 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -35937.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36010.363281 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -36010.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36059.488281 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -36059.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36155.390625 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36155.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36352.414062 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36352.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36413.250000 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -36413.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36461.710938 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -36461.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36530.792969 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -36530.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36549.843750 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -36549.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36571.625000 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -36571.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36571.734375 Penalty: 2794.855469
	Iteration 12F: 3 clusters Score -36571.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36578.394531 Penalty: 2794.855469
	Iteration 13Q: 3 clusters Score -36578.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36578.394531 Penalty: 2794.855469
	Iteration 14F: 3 clusters Score -36578.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71618.000000 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71824.929688 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71824.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71991.523438 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -71991.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72108.046875 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -72108.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72260.531250 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -72260.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72378.335938 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -72378.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72398.953125 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -72398.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72421.765625 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -72421.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72439.453125 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -72439.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72452.164062 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -72452.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72462.656250 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -72462.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72465.437500 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -72465.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72465.437500 Penalty: 3035.667480
	Iteration 12F: 3 clusters Score -72465.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -58216.316406 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -58216.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56944.617188 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -56944.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57142.890625 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -57142.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57216.164062 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -57216.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57273.488281 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -57273.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57357.738281 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -57357.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57418.644531 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -57418.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57491.039062 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -57491.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57507.027344 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -57507.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57541.726562 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -57541.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57555.863281 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -57555.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57582.753906 Penalty: 2969.280273
	Iteration 10Q: 3 clusters Score -57582.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57602.136719 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -57602.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57605.144531 Penalty: 2969.280273
	Iteration 12F: 3 clusters Score -57605.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57636.269531 Penalty: 2969.280273
	Iteration 13Q: 3 clusters Score -57636.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57644.007812 Penalty: 2969.280273
	Iteration 14Q: 3 clusters Score -57644.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57645.984375 Penalty: 2969.280273
	Iteration 15Q: 3 clusters Score -57645.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57645.984375 Penalty: 2969.280273
	Iteration 16F: 3 clusters Score -57645.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -536125.875000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -536125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -532683.625000 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -532683.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -533530.812500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -533530.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -533887.937500 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -533887.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -534147.250000 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -534147.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -534395.312500 Penalty: 4008.871582
	Iteration 4F: 3 clusters Score -534395.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -534578.750000 Penalty: 4008.871582
	Iteration 5F: 3 clusters Score -534578.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -534694.875000 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -534694.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -534769.000000 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -534769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -534823.500000 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -534823.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -534872.187500 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -534872.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -534909.000000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -534909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -534943.937500 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -534943.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -534969.062500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -534969.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -534996.000000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -534996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -535010.062500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -535010.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -535020.750000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -535020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -535025.812500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -535025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -535030.500000 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -535030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -535038.437500 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -535038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -535040.625000 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -535040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -535042.250000 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -535042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -535044.000000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -535044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -535044.375000 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -535044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -535044.812500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -535044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -535044.812500 Penalty: 4008.871582
	Iteration 24F: 3 clusters Score -535044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40387.035156 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40387.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40503.957031 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40503.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40549.527344 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40549.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40568.734375 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40568.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -40582.105469 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40582.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -40582.105469 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -40582.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -940199.250000 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -940199.2 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 2572 members 
Entering Unmasked Estep 
Score: -935476.875000 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -935476.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -936628.750000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -936628.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -936865.500000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -936865.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -937066.437500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -937066.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -937225.437500 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -937225.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -937372.187500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -937372.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -937480.687500 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -937480.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -937576.562500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -937576.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -937669.562500 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -937669.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -937780.812500 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -937780.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -937884.750000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -937884.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -937968.000000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -937968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -938052.812500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -938052.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -938128.000000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -938128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -938184.875000 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -938184.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -938224.937500 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -938224.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -938263.125000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -938263.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -938294.375000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -938294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -938314.937500 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -938314.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -938338.250000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -938338.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -938359.062500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -938359.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -938384.562500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -938384.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -938411.312500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -938411.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -938447.437500 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -938447.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -938493.625000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -938493.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -938537.937500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -938537.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -938563.000000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -938563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -938581.875000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -938581.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -938599.625000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -938599.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -938612.812500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -938612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -938623.437500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -938623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -938630.500000 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -938630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -938637.312500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -938637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -938638.062500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -938638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -938641.437500 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -938641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -938642.187500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -938642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -938642.187500 Penalty: 4250.236816
	Iteration 36F: 3 clusters Score -938642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Entering Unmasked Estep 
Score: -5810493.000000 Penalty: 2584.408203
	Iteration 0F: 2 clusters Score -5810493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5787736.500000 Penalty: 5168.816406
	Iteration 0F: 3 clusters Score -5787736 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5795924.500000 Penalty: 5168.816406
	Iteration 1F: 3 clusters Score -5795924 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5796655.000000 Penalty: 5168.816406
	Iteration 2F: 3 clusters Score -5796655 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5797476.000000 Penalty: 5168.816406
	Iteration 3F: 3 clusters Score -5797476 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -5798499.500000 Penalty: 5168.816406
	Iteration 4F: 3 clusters Score -5798500 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -5799849.000000 Penalty: 5168.816406
	Iteration 5F: 3 clusters Score -5799849 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5801428.000000 Penalty: 5168.816406
	Iteration 6F: 3 clusters Score -5801428 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5803075.500000 Penalty: 5168.816406
	Iteration 7F: 3 clusters Score -5803076 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5804588.000000 Penalty: 5168.816406
	Iteration 8F: 3 clusters Score -5804588 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5805878.000000 Penalty: 5168.816406
	Iteration 9Q: 3 clusters Score -5805878 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5806831.500000 Penalty: 5168.816406
	Iteration 10Q: 3 clusters Score -5806832 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5807473.500000 Penalty: 5168.816406
	Iteration 11Q: 3 clusters Score -5807474 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5807849.000000 Penalty: 5168.816406
	Iteration 12Q: 3 clusters Score -5807849 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5808078.000000 Penalty: 5168.816406
	Iteration 13Q: 3 clusters Score -5808078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5808235.000000 Penalty: 5168.816406
	Iteration 14Q: 3 clusters Score -5808235 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5808363.500000 Penalty: 5168.816406
	Iteration 15Q: 3 clusters Score -5808364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5808433.500000 Penalty: 5168.816406
	Iteration 16Q: 3 clusters Score -5808434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5808484.000000 Penalty: 5168.816406
	Iteration 17Q: 3 clusters Score -5808484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5808506.500000 Penalty: 5168.816406
	Iteration 18Q: 3 clusters Score -5808506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5808525.000000 Penalty: 5168.816406
	Iteration 19Q: 3 clusters Score -5808525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5808550.000000 Penalty: 5168.816406
	Iteration 20F: 3 clusters Score -5808550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5808559.000000 Penalty: 5168.816406
	Iteration 21Q: 3 clusters Score -5808559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5808569.500000 Penalty: 5168.816406
	Iteration 22Q: 3 clusters Score -5808570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5808563.000000 Penalty: 5168.816406
	Iteration 23Q: 3 clusters Score -5808563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5808573.000000 Penalty: 5168.816406
	Iteration 24Q: 3 clusters Score -5808573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5808578.500000 Penalty: 5168.816406
	Iteration 25Q: 3 clusters Score -5808578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5808592.500000 Penalty: 5168.816406
	Iteration 26Q: 3 clusters Score -5808592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5808601.000000 Penalty: 5168.816406
	Iteration 27Q: 3 clusters Score -5808601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5808596.000000 Penalty: 5168.816406
	Iteration 28Q: 3 clusters Score -5808596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5808599.000000 Penalty: 5168.816406
	Iteration 29Q: 3 clusters Score -5808599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5808606.000000 Penalty: 5168.816406
	Iteration 30Q: 3 clusters Score -5808606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5808608.500000 Penalty: 5168.816406
	Iteration 31Q: 3 clusters Score -5808608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5808606.500000 Penalty: 5168.816406
	Iteration 32Q: 3 clusters Score -5808606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5808601.500000 Penalty: 5168.816406
	Iteration 33Q: 3 clusters Score -5808602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5808600.500000 Penalty: 5168.816406
	Iteration 34Q: 3 clusters Score -5808600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5808608.500000 Penalty: 5168.816406
	Iteration 35Q: 3 clusters Score -5808608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5808615.000000 Penalty: 5168.816406
	Iteration 36Q: 3 clusters Score -5808615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5808613.000000 Penalty: 5168.816406
	Iteration 37Q: 3 clusters Score -5808613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5808608.500000 Penalty: 5168.816406
	Iteration 38Q: 3 clusters Score -5808608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5808618.500000 Penalty: 5168.816406
	Iteration 39Q: 3 clusters Score -5808618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5808616.500000 Penalty: 5168.816406
	Iteration 40F: 3 clusters Score -5808616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5808613.500000 Penalty: 5168.816406
	Iteration 41Q: 3 clusters Score -5808614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5808613.500000 Penalty: 5168.816406
	Iteration 42F: 3 clusters Score -5808614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Entering Unmasked Estep 
Score: -6047622.500000 Penalty: 2587.419922
	Iteration 0F: 2 clusters Score -6047622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -6024726.500000 Penalty: 5174.839844
	Iteration 0F: 3 clusters Score -6024726 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -6033184.500000 Penalty: 5174.839844
	Iteration 1F: 3 clusters Score -6033184 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -6033804.500000 Penalty: 5174.839844
	Iteration 2Q: 3 clusters Score -6033804 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -6034639.500000 Penalty: 5174.839844
	Iteration 3F: 3 clusters Score -6034640 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6035774.500000 Penalty: 5174.839844
	Iteration 4F: 3 clusters Score -6035774 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -6037371.500000 Penalty: 5174.839844
	Iteration 5F: 3 clusters Score -6037372 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6039211.500000 Penalty: 5174.839844
	Iteration 6F: 3 clusters Score -6039212 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -6040851.000000 Penalty: 5174.839844
	Iteration 7F: 3 clusters Score -6040851 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6042309.000000 Penalty: 5174.839844
	Iteration 8F: 3 clusters Score -6042309 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6043453.500000 Penalty: 5174.839844
	Iteration 9Q: 3 clusters Score -6043454 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6044243.500000 Penalty: 5174.839844
	Iteration 10Q: 3 clusters Score -6044244 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6044795.500000 Penalty: 5174.839844
	Iteration 11Q: 3 clusters Score -6044796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6045117.500000 Penalty: 5174.839844
	Iteration 12Q: 3 clusters Score -6045118 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6045277.000000 Penalty: 5174.839844
	Iteration 13Q: 3 clusters Score -6045277 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6045386.500000 Penalty: 5174.839844
	Iteration 14Q: 3 clusters Score -6045386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6045469.000000 Penalty: 5174.839844
	Iteration 15Q: 3 clusters Score -6045469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6045507.000000 Penalty: 5174.839844
	Iteration 16Q: 3 clusters Score -6045507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6045533.000000 Penalty: 5174.839844
	Iteration 17Q: 3 clusters Score -6045533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6045557.500000 Penalty: 5174.839844
	Iteration 18Q: 3 clusters Score -6045558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6045577.000000 Penalty: 5174.839844
	Iteration 19Q: 3 clusters Score -6045577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6045596.500000 Penalty: 5174.839844
	Iteration 20F: 3 clusters Score -6045596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6045616.000000 Penalty: 5174.839844
	Iteration 21Q: 3 clusters Score -6045616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6045631.000000 Penalty: 5174.839844
	Iteration 22Q: 3 clusters Score -6045631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6045638.500000 Penalty: 5174.839844
	Iteration 23Q: 3 clusters Score -6045638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6045643.500000 Penalty: 5174.839844
	Iteration 24Q: 3 clusters Score -6045644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6045647.000000 Penalty: 5174.839844
	Iteration 25Q: 3 clusters Score -6045647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6045649.500000 Penalty: 5174.839844
	Iteration 26Q: 3 clusters Score -6045650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6045651.500000 Penalty: 5174.839844
	Iteration 27Q: 3 clusters Score -6045652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6045657.000000 Penalty: 5174.839844
	Iteration 28Q: 3 clusters Score -6045657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6045657.000000 Penalty: 5174.839844
	Iteration 29Q: 3 clusters Score -6045657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6045656.500000 Penalty: 5174.839844
	Iteration 30Q: 3 clusters Score -6045656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6045653.000000 Penalty: 5174.839844
	Iteration 31Q: 3 clusters Score -6045653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6045659.000000 Penalty: 5174.839844
	Iteration 32Q: 3 clusters Score -6045659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6045659.000000 Penalty: 5174.839844
	Iteration 33F: 3 clusters Score -6045659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Entering Unmasked Estep 
Score: -1807294.500000 Penalty: 2285.203857
	Iteration 0F: 2 clusters Score -1807294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1799581.500000 Penalty: 4570.407715
	Iteration 0F: 3 clusters Score -1799582 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1801764.375000 Penalty: 4570.407715
	Iteration 1F: 3 clusters Score -1801764 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1802092.375000 Penalty: 4570.407715
	Iteration 2F: 3 clusters Score -1802092 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1802335.750000 Penalty: 4570.407715
	Iteration 3F: 3 clusters Score -1802336 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1802543.875000 Penalty: 4570.407715
	Iteration 4Q: 3 clusters Score -1802544 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1802719.375000 Penalty: 4570.407715
	Iteration 5Q: 3 clusters Score -1802719 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1802887.000000 Penalty: 4570.407715
	Iteration 6Q: 3 clusters Score -1802887 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1803081.625000 Penalty: 4570.407715
	Iteration 7Q: 3 clusters Score -1803082 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1803290.125000 Penalty: 4570.407715
	Iteration 8Q: 3 clusters Score -1803290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1803503.625000 Penalty: 4570.407715
	Iteration 9Q: 3 clusters Score -1803504 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1803722.500000 Penalty: 4570.407715
	Iteration 10Q: 3 clusters Score -1803722 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1803926.875000 Penalty: 4570.407715
	Iteration 11Q: 3 clusters Score -1803927 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1804112.875000 Penalty: 4570.407715
	Iteration 12Q: 3 clusters Score -1804113 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1804297.625000 Penalty: 4570.407715
	Iteration 13Q: 3 clusters Score -1804298 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1804461.625000 Penalty: 4570.407715
	Iteration 14Q: 3 clusters Score -1804462 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1804629.250000 Penalty: 4570.407715
	Iteration 15Q: 3 clusters Score -1804629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1804776.375000 Penalty: 4570.407715
	Iteration 16Q: 3 clusters Score -1804776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1804888.750000 Penalty: 4570.407715
	Iteration 17Q: 3 clusters Score -1804889 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1804965.500000 Penalty: 4570.407715
	Iteration 18Q: 3 clusters Score -1804966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1805028.875000 Penalty: 4570.407715
	Iteration 19Q: 3 clusters Score -1805029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1805091.125000 Penalty: 4570.407715
	Iteration 20F: 3 clusters Score -1805091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1805142.625000 Penalty: 4570.407715
	Iteration 21Q: 3 clusters Score -1805143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1805189.125000 Penalty: 4570.407715
	Iteration 22Q: 3 clusters Score -1805189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1805215.000000 Penalty: 4570.407715
	Iteration 23Q: 3 clusters Score -1805215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1805225.875000 Penalty: 4570.407715
	Iteration 24Q: 3 clusters Score -1805226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1805242.250000 Penalty: 4570.407715
	Iteration 25Q: 3 clusters Score -1805242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1805257.750000 Penalty: 4570.407715
	Iteration 26Q: 3 clusters Score -1805258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1805268.250000 Penalty: 4570.407715
	Iteration 27Q: 3 clusters Score -1805268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1805277.875000 Penalty: 4570.407715
	Iteration 28Q: 3 clusters Score -1805278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1805290.750000 Penalty: 4570.407715
	Iteration 29Q: 3 clusters Score -1805291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1805294.875000 Penalty: 4570.407715
	Iteration 30Q: 3 clusters Score -1805295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1805295.875000 Penalty: 4570.407715
	Iteration 31Q: 3 clusters Score -1805296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1805303.250000 Penalty: 4570.407715
	Iteration 32Q: 3 clusters Score -1805303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1805304.000000 Penalty: 4570.407715
	Iteration 33Q: 3 clusters Score -1805304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1805304.125000 Penalty: 4570.407715
	Iteration 34Q: 3 clusters Score -1805304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1805305.375000 Penalty: 4570.407715
	Iteration 35Q: 3 clusters Score -1805305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1805306.625000 Penalty: 4570.407715
	Iteration 36Q: 3 clusters Score -1805307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1805308.750000 Penalty: 4570.407715
	Iteration 37Q: 3 clusters Score -1805309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1805310.500000 Penalty: 4570.407715
	Iteration 38Q: 3 clusters Score -1805310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1805310.625000 Penalty: 4570.407715
	Iteration 39Q: 3 clusters Score -1805311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1805311.250000 Penalty: 4570.407715
	Iteration 40F: 3 clusters Score -1805311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Entering Unmasked Estep 
Score: -3540701.000000 Penalty: 2461.595215
	Iteration 0F: 2 clusters Score -3540701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3526335.750000 Penalty: 4923.190430
	Iteration 0F: 3 clusters Score -3526336 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3531274.000000 Penalty: 4923.190430
	Iteration 1F: 3 clusters Score -3531274 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3531751.250000 Penalty: 4923.190430
	Iteration 2F: 3 clusters Score -3531751 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3532247.750000 Penalty: 4923.190430
	Iteration 3F: 3 clusters Score -3532248 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3532854.000000 Penalty: 4923.190430
	Iteration 4F: 3 clusters Score -3532854 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3533593.500000 Penalty: 4923.190430
	Iteration 5F: 3 clusters Score -3533594 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3534383.000000 Penalty: 4923.190430
	Iteration 6F: 3 clusters Score -3534383 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3535195.750000 Penalty: 4923.190430
	Iteration 7F: 3 clusters Score -3535196 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3535985.750000 Penalty: 4923.190430
	Iteration 8F: 3 clusters Score -3535986 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3536711.250000 Penalty: 4923.190430
	Iteration 9Q: 3 clusters Score -3536711 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3537326.750000 Penalty: 4923.190430
	Iteration 10Q: 3 clusters Score -3537327 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3537777.500000 Penalty: 4923.190430
	Iteration 11Q: 3 clusters Score -3537778 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3538045.500000 Penalty: 4923.190430
	Iteration 12Q: 3 clusters Score -3538046 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3538217.750000 Penalty: 4923.190430
	Iteration 13Q: 3 clusters Score -3538218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3538330.750000 Penalty: 4923.190430
	Iteration 14Q: 3 clusters Score -3538331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3538418.500000 Penalty: 4923.190430
	Iteration 15Q: 3 clusters Score -3538418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3538481.750000 Penalty: 4923.190430
	Iteration 16Q: 3 clusters Score -3538482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3538516.000000 Penalty: 4923.190430
	Iteration 17Q: 3 clusters Score -3538516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3538549.000000 Penalty: 4923.190430
	Iteration 18Q: 3 clusters Score -3538549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3538583.750000 Penalty: 4923.190430
	Iteration 19Q: 3 clusters Score -3538584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3538597.000000 Penalty: 4923.190430
	Iteration 20F: 3 clusters Score -3538597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3538618.750000 Penalty: 4923.190430
	Iteration 21Q: 3 clusters Score -3538619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3538633.250000 Penalty: 4923.190430
	Iteration 22Q: 3 clusters Score -3538633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3538650.000000 Penalty: 4923.190430
	Iteration 23Q: 3 clusters Score -3538650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3538644.750000 Penalty: 4923.190430
	Iteration 24Q: 3 clusters Score -3538645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3538653.250000 Penalty: 4923.190430
	Iteration 25Q: 3 clusters Score -3538653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3538653.000000 Penalty: 4923.190430
	Iteration 26Q: 3 clusters Score -3538653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3538652.750000 Penalty: 4923.190430
	Iteration 27Q: 3 clusters Score -3538653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3538659.750000 Penalty: 4923.190430
	Iteration 28Q: 3 clusters Score -3538660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3538659.750000 Penalty: 4923.190430
	Iteration 29F: 3 clusters Score -3538660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Entering Unmasked Estep 
Score: -2163583.500000 Penalty: 2338.729004
	Iteration 0F: 2 clusters Score -2163584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2154482.750000 Penalty: 4677.458008
	Iteration 0F: 3 clusters Score -2154483 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2157589.250000 Penalty: 4677.458008
	Iteration 1F: 3 clusters Score -2157589 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2158256.500000 Penalty: 4677.458008
	Iteration 2F: 3 clusters Score -2158256 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2158975.500000 Penalty: 4677.458008
	Iteration 3F: 3 clusters Score -2158976 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2159732.250000 Penalty: 4677.458008
	Iteration 4F: 3 clusters Score -2159732 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2160450.250000 Penalty: 4677.458008
	Iteration 5F: 3 clusters Score -2160450 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2161127.250000 Penalty: 4677.458008
	Iteration 6F: 3 clusters Score -2161127 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2161733.500000 Penalty: 4677.458008
	Iteration 7Q: 3 clusters Score -2161734 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2162263.250000 Penalty: 4677.458008
	Iteration 8Q: 3 clusters Score -2162263 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2162647.750000 Penalty: 4677.458008
	Iteration 9Q: 3 clusters Score -2162648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2162863.750000 Penalty: 4677.458008
	Iteration 10Q: 3 clusters Score -2162864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2162990.250000 Penalty: 4677.458008
	Iteration 11Q: 3 clusters Score -2162990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2163048.250000 Penalty: 4677.458008
	Iteration 12Q: 3 clusters Score -2163048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2163077.500000 Penalty: 4677.458008
	Iteration 13Q: 3 clusters Score -2163078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2163093.250000 Penalty: 4677.458008
	Iteration 14Q: 3 clusters Score -2163093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2163113.250000 Penalty: 4677.458008
	Iteration 15Q: 3 clusters Score -2163113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2163136.000000 Penalty: 4677.458008
	Iteration 16Q: 3 clusters Score -2163136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2163144.000000 Penalty: 4677.458008
	Iteration 17Q: 3 clusters Score -2163144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2163158.000000 Penalty: 4677.458008
	Iteration 18Q: 3 clusters Score -2163158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2163171.000000 Penalty: 4677.458008
	Iteration 19Q: 3 clusters Score -2163171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2163179.500000 Penalty: 4677.458008
	Iteration 20F: 3 clusters Score -2163180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2163190.000000 Penalty: 4677.458008
	Iteration 21Q: 3 clusters Score -2163190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2163197.250000 Penalty: 4677.458008
	Iteration 22Q: 3 clusters Score -2163197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2163202.500000 Penalty: 4677.458008
	Iteration 23Q: 3 clusters Score -2163202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2163205.500000 Penalty: 4677.458008
	Iteration 24Q: 3 clusters Score -2163206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2163211.000000 Penalty: 4677.458008
	Iteration 25Q: 3 clusters Score -2163211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2163218.500000 Penalty: 4677.458008
	Iteration 26Q: 3 clusters Score -2163218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2163217.500000 Penalty: 4677.458008
	Iteration 27Q: 3 clusters Score -2163218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2163218.000000 Penalty: 4677.458008
	Iteration 28Q: 3 clusters Score -2163218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2163220.000000 Penalty: 4677.458008
	Iteration 29Q: 3 clusters Score -2163220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2163219.500000 Penalty: 4677.458008
	Iteration 30Q: 3 clusters Score -2163220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2163218.750000 Penalty: 4677.458008
	Iteration 31Q: 3 clusters Score -2163219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2163218.750000 Penalty: 4677.458008
	Iteration 32F: 3 clusters Score -2163219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Entering Unmasked Estep 
Score: -2116069.750000 Penalty: 2330.863770
	Iteration 0F: 2 clusters Score -2116070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2107091.750000 Penalty: 4661.727539
	Iteration 0F: 3 clusters Score -2107092 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2109750.000000 Penalty: 4661.727539
	Iteration 1F: 3 clusters Score -2109750 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2110053.000000 Penalty: 4661.727539
	Iteration 2F: 3 clusters Score -2110053 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2110284.750000 Penalty: 4661.727539
	Iteration 3Q: 3 clusters Score -2110285 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2110494.750000 Penalty: 4661.727539
	Iteration 4Q: 3 clusters Score -2110495 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2110696.000000 Penalty: 4661.727539
	Iteration 5Q: 3 clusters Score -2110696 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2110936.500000 Penalty: 4661.727539
	Iteration 6Q: 3 clusters Score -2110936 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2111233.250000 Penalty: 4661.727539
	Iteration 7Q: 3 clusters Score -2111233 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2111580.000000 Penalty: 4661.727539
	Iteration 8Q: 3 clusters Score -2111580 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2111943.750000 Penalty: 4661.727539
	Iteration 9Q: 3 clusters Score -2111944 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2112307.500000 Penalty: 4661.727539
	Iteration 10Q: 3 clusters Score -2112308 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2112624.000000 Penalty: 4661.727539
	Iteration 11Q: 3 clusters Score -2112624 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2112895.250000 Penalty: 4661.727539
	Iteration 12Q: 3 clusters Score -2112895 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2113129.500000 Penalty: 4661.727539
	Iteration 13Q: 3 clusters Score -2113130 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2113356.500000 Penalty: 4661.727539
	Iteration 14Q: 3 clusters Score -2113356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2113532.000000 Penalty: 4661.727539
	Iteration 15Q: 3 clusters Score -2113532 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2113711.250000 Penalty: 4661.727539
	Iteration 16Q: 3 clusters Score -2113711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2113858.250000 Penalty: 4661.727539
	Iteration 17Q: 3 clusters Score -2113858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2113945.500000 Penalty: 4661.727539
	Iteration 18Q: 3 clusters Score -2113946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2114004.500000 Penalty: 4661.727539
	Iteration 19Q: 3 clusters Score -2114004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2114047.500000 Penalty: 4661.727539
	Iteration 20F: 3 clusters Score -2114048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2114074.500000 Penalty: 4661.727539
	Iteration 21Q: 3 clusters Score -2114074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2114091.750000 Penalty: 4661.727539
	Iteration 22Q: 3 clusters Score -2114092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2114109.500000 Penalty: 4661.727539
	Iteration 23Q: 3 clusters Score -2114110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2114121.000000 Penalty: 4661.727539
	Iteration 24Q: 3 clusters Score -2114121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2114129.250000 Penalty: 4661.727539
	Iteration 25Q: 3 clusters Score -2114129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2114141.500000 Penalty: 4661.727539
	Iteration 26Q: 3 clusters Score -2114142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2114157.000000 Penalty: 4661.727539
	Iteration 27Q: 3 clusters Score -2114157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2114165.250000 Penalty: 4661.727539
	Iteration 28Q: 3 clusters Score -2114165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2114170.250000 Penalty: 4661.727539
	Iteration 29Q: 3 clusters Score -2114170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2114176.250000 Penalty: 4661.727539
	Iteration 30Q: 3 clusters Score -2114176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2114181.750000 Penalty: 4661.727539
	Iteration 31Q: 3 clusters Score -2114182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2114183.000000 Penalty: 4661.727539
	Iteration 32Q: 3 clusters Score -2114183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2114187.000000 Penalty: 4661.727539
	Iteration 33Q: 3 clusters Score -2114187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2114188.750000 Penalty: 4661.727539
	Iteration 34Q: 3 clusters Score -2114189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2114194.250000 Penalty: 4661.727539
	Iteration 35Q: 3 clusters Score -2114194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2114200.250000 Penalty: 4661.727539
	Iteration 36Q: 3 clusters Score -2114200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2114210.750000 Penalty: 4661.727539
	Iteration 37Q: 3 clusters Score -2114211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2114216.750000 Penalty: 4661.727539
	Iteration 38Q: 3 clusters Score -2114217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2114220.750000 Penalty: 4661.727539
	Iteration 39Q: 3 clusters Score -2114221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2114223.500000 Penalty: 4661.727539
	Iteration 40F: 3 clusters Score -2114224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2114225.000000 Penalty: 4661.727539
	Iteration 41Q: 3 clusters Score -2114225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2114227.500000 Penalty: 4661.727539
	Iteration 42Q: 3 clusters Score -2114228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2114229.250000 Penalty: 4661.727539
	Iteration 43Q: 3 clusters Score -2114229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2114233.500000 Penalty: 4661.727539
	Iteration 44Q: 3 clusters Score -2114234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2114229.500000 Penalty: 4661.727539
	Iteration 45Q: 3 clusters Score -2114230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2114234.500000 Penalty: 4661.727539
	Iteration 46Q: 3 clusters Score -2114234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2114239.500000 Penalty: 4661.727539
	Iteration 47Q: 3 clusters Score -2114240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2114246.250000 Penalty: 4661.727539
	Iteration 48Q: 3 clusters Score -2114246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2114253.000000 Penalty: 4661.727539
	Iteration 49Q: 3 clusters Score -2114253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2114257.000000 Penalty: 4661.727539
	Iteration 50Q: 3 clusters Score -2114257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2114264.500000 Penalty: 4661.727539
	Iteration 51Q: 3 clusters Score -2114264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2114267.000000 Penalty: 4661.727539
	Iteration 52Q: 3 clusters Score -2114267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2114269.000000 Penalty: 4661.727539
	Iteration 53Q: 3 clusters Score -2114269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2114270.250000 Penalty: 4661.727539
	Iteration 54Q: 3 clusters Score -2114270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2114271.000000 Penalty: 4661.727539
	Iteration 55Q: 3 clusters Score -2114271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2114272.250000 Penalty: 4661.727539
	Iteration 56Q: 3 clusters Score -2114272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2114272.250000 Penalty: 4661.727539
	Iteration 57F: 3 clusters Score -2114272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -505299.343750 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -505299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -501924.500000 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -501924.5 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -503180.531250 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -503180.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -503880.437500 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -503880.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -504318.906250 Penalty: 4012.230957
	Iteration 3F: 3 clusters Score -504318.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -504510.468750 Penalty: 4012.230957
	Iteration 4F: 3 clusters Score -504510.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -504624.812500 Penalty: 4012.230957
	Iteration 5Q: 3 clusters Score -504624.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -504712.500000 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -504712.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -504754.500000 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -504754.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -504778.625000 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -504778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -504799.312500 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -504799.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -504813.781250 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -504813.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -504824.312500 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -504824.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -504835.000000 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -504835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -504846.625000 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -504846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -504856.093750 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -504856.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -504864.781250 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -504864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -504868.812500 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -504868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -504871.562500 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -504871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -504876.062500 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -504876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -504879.437500 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -504879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -504882.312500 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -504882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -504885.187500 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -504885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -504885.531250 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -504885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -504885.531250 Penalty: 4012.230957
	Iteration 23F: 3 clusters Score -504885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -556436.312500 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -556436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -553056.750000 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -553056.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -553725.312500 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -553725.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -553904.562500 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -553904.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -554049.437500 Penalty: 4001.616699
	Iteration 3F: 3 clusters Score -554049.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -554177.750000 Penalty: 4001.616699
	Iteration 4Q: 3 clusters Score -554177.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -554282.062500 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -554282.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -554363.000000 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -554363 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -554433.812500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -554433.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -554479.125000 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -554479.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -554515.312500 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -554515.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554543.375000 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -554543.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -554568.250000 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -554568.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -554602.875000 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -554602.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -554642.187500 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -554642.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -554682.875000 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -554682.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -554741.375000 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -554741.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -554818.562500 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -554818.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -554891.125000 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -554891.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -554929.187500 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -554929.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -554955.375000 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -554955.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -554975.125000 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -554975.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -554997.812500 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -554997.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -555009.125000 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -555009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -555015.500000 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -555015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -555024.562500 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -555024.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -555031.375000 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -555031.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -555039.000000 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -555039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -555046.500000 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -555046.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555052.375000 Penalty: 4001.616699
	Iteration 28Q: 3 clusters Score -555052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -555058.875000 Penalty: 4001.616699
	Iteration 29Q: 3 clusters Score -555058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -555062.875000 Penalty: 4001.616699
	Iteration 30Q: 3 clusters Score -555062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -555066.125000 Penalty: 4001.616699
	Iteration 31Q: 3 clusters Score -555066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -555067.937500 Penalty: 4001.616699
	Iteration 32Q: 3 clusters Score -555067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -555074.062500 Penalty: 4001.616699
	Iteration 33Q: 3 clusters Score -555074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -555078.125000 Penalty: 4001.616699
	Iteration 34Q: 3 clusters Score -555078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -555081.937500 Penalty: 4001.616699
	Iteration 35Q: 3 clusters Score -555081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -555088.687500 Penalty: 4001.616699
	Iteration 36Q: 3 clusters Score -555088.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -555098.875000 Penalty: 4001.616699
	Iteration 37Q: 3 clusters Score -555098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -555106.937500 Penalty: 4001.616699
	Iteration 38Q: 3 clusters Score -555106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -555114.125000 Penalty: 4001.616699
	Iteration 39Q: 3 clusters Score -555114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -555123.625000 Penalty: 4001.616699
	Iteration 40F: 3 clusters Score -555123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -555134.250000 Penalty: 4001.616699
	Iteration 41Q: 3 clusters Score -555134.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -555146.812500 Penalty: 4001.616699
	Iteration 42Q: 3 clusters Score -555146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -555156.500000 Penalty: 4001.616699
	Iteration 43Q: 3 clusters Score -555156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -555167.750000 Penalty: 4001.616699
	Iteration 44Q: 3 clusters Score -555167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -555180.062500 Penalty: 4001.616699
	Iteration 45Q: 3 clusters Score -555180.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -555207.687500 Penalty: 4001.616699
	Iteration 46Q: 3 clusters Score -555207.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -555275.562500 Penalty: 4001.616699
	Iteration 47Q: 3 clusters Score -555275.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -555405.125000 Penalty: 4001.616699
	Iteration 48Q: 3 clusters Score -555405.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -555548.875000 Penalty: 4001.616699
	Iteration 49Q: 3 clusters Score -555548.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -555610.437500 Penalty: 4001.616699
	Iteration 50Q: 3 clusters Score -555610.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -555644.812500 Penalty: 4001.616699
	Iteration 51Q: 3 clusters Score -555644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -555666.250000 Penalty: 4001.616699
	Iteration 52Q: 3 clusters Score -555666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -555684.375000 Penalty: 4001.616699
	Iteration 53Q: 3 clusters Score -555684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -555691.437500 Penalty: 4001.616699
	Iteration 54Q: 3 clusters Score -555691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -555696.312500 Penalty: 4001.616699
	Iteration 55Q: 3 clusters Score -555696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -555703.125000 Penalty: 4001.616699
	Iteration 56Q: 3 clusters Score -555703.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -555710.875000 Penalty: 4001.616699
	Iteration 57Q: 3 clusters Score -555710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -555715.562500 Penalty: 4001.616699
	Iteration 58Q: 3 clusters Score -555715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -555722.750000 Penalty: 4001.616699
	Iteration 59Q: 3 clusters Score -555722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -555730.000000 Penalty: 4001.616699
	Iteration 60F: 3 clusters Score -555730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -555732.250000 Penalty: 4001.616699
	Iteration 61Q: 3 clusters Score -555732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -555735.562500 Penalty: 4001.616699
	Iteration 62Q: 3 clusters Score -555735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -555738.562500 Penalty: 4001.616699
	Iteration 63Q: 3 clusters Score -555738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -555741.187500 Penalty: 4001.616699
	Iteration 64Q: 3 clusters Score -555741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -555743.500000 Penalty: 4001.616699
	Iteration 65Q: 3 clusters Score -555743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -555749.062500 Penalty: 4001.616699
	Iteration 66Q: 3 clusters Score -555749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -555753.687500 Penalty: 4001.616699
	Iteration 67Q: 3 clusters Score -555753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -555756.812500 Penalty: 4001.616699
	Iteration 68Q: 3 clusters Score -555756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -555760.000000 Penalty: 4001.616699
	Iteration 69Q: 3 clusters Score -555760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -555762.687500 Penalty: 4001.616699
	Iteration 70Q: 3 clusters Score -555762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -555767.062500 Penalty: 4001.616699
	Iteration 71Q: 3 clusters Score -555767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -555769.500000 Penalty: 4001.616699
	Iteration 72Q: 3 clusters Score -555769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -555770.312500 Penalty: 4001.616699
	Iteration 73Q: 3 clusters Score -555770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -555770.375000 Penalty: 4001.616699
	Iteration 74Q: 3 clusters Score -555770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -555770.375000 Penalty: 4001.616699
	Iteration 75F: 3 clusters Score -555770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -30880.070312 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -30880.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29714.121094 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -29714.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29990.072266 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -29990.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30100.773438 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -30100.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30192.101562 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -30192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30347.248047 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -30347.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30492.050781 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -30492.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30804.949219 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -30804.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30905.474609 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -30905.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31099.400391 Penalty: 2830.726807
	Iteration 8F: 3 clusters Score -31099.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31312.197266 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -31312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31371.269531 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -31371.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31371.269531 Penalty: 2830.726807
	Iteration 11F: 3 clusters Score -31371.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76431 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37131 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36479 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35879 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Mstep: Class 69 contains 101 members 
Entering Unmasked Estep 
Score: -117280696.000000 Penalty: 229961.078125
Splitting cluster 24 changes total score from -117282040.000000 to -117280696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -44180.273438 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -44180.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42912.945312 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -42912.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43120.437500 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -43120.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43182.304688 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -43182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43212.359375 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -43212.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43243.691406 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -43243.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43252.574219 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -43252.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43256.312500 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -43256.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43272.394531 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -43272.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43295.589844 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -43295.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43307.488281 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -43307.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -43324.742188 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -43324.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43338.976562 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -43338.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43338.976562 Penalty: 2850.116943
	Iteration 12F: 3 clusters Score -43338.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22345.003906 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21138.763672 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21138.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21332.724609 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21332.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21459.949219 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -21459.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21609.425781 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21609.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21641.658203 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21641.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21644.359375 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21644.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21644.359375 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -21644.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -404139.281250 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -404139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -401295.968750 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -401296 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -401841.343750 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -401841.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -401980.437500 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -401980.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -402058.968750 Penalty: 3840.015869
	Iteration 3Q: 3 clusters Score -402059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -402112.687500 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -402112.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -402152.375000 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -402152.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -402184.375000 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -402184.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -402203.250000 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -402203.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -402215.406250 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -402215.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -402223.750000 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -402223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -402230.500000 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -402230.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -402240.062500 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -402240.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -402250.687500 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -402250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -402259.687500 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -402259.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -402265.625000 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -402265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -402269.937500 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -402269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -402272.468750 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -402272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -402273.531250 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -402273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -402275.093750 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -402275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402276.187500 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -402276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402277.968750 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -402278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402278.187500 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -402278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -402279.562500 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -402279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -402279.562500 Penalty: 3840.015869
	Iteration 23F: 3 clusters Score -402279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -39552.796875 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -39552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38370.644531 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -38370.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38529.546875 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -38529.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38557.191406 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -38557.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38564.949219 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -38564.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38568.281250 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -38568.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38579.480469 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -38579.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38586.070312 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -38586.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38595.847656 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -38595.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38610.382812 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -38610.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38614.628906 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -38614.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38616.160156 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -38616.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38634.812500 Penalty: 2774.976807
	Iteration 11Q: 3 clusters Score -38634.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38661.941406 Penalty: 2774.976807
	Iteration 12Q: 3 clusters Score -38661.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38686.218750 Penalty: 2774.976807
	Iteration 13Q: 3 clusters Score -38686.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38701.226562 Penalty: 2774.976807
	Iteration 14Q: 3 clusters Score -38701.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38726.058594 Penalty: 2774.976807
	Iteration 15Q: 3 clusters Score -38726.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38772.941406 Penalty: 2774.976807
	Iteration 16Q: 3 clusters Score -38772.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38809.316406 Penalty: 2774.976807
	Iteration 17Q: 3 clusters Score -38809.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38845.875000 Penalty: 2774.976807
	Iteration 18Q: 3 clusters Score -38845.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38906.824219 Penalty: 2774.976807
	Iteration 19Q: 3 clusters Score -38906.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39003.527344 Penalty: 2774.976807
	Iteration 20F: 3 clusters Score -39003.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39084.417969 Penalty: 2774.976807
	Iteration 21Q: 3 clusters Score -39084.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39085.332031 Penalty: 2774.976807
	Iteration 22F: 3 clusters Score -39085.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39096.148438 Penalty: 2774.976807
	Iteration 23Q: 3 clusters Score -39096.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39099.152344 Penalty: 2774.976807
	Iteration 24Q: 3 clusters Score -39099.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39099.152344 Penalty: 2774.976807
	Iteration 25F: 3 clusters Score -39099.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Entering Unmasked Estep 
Score: -13120344.000000 Penalty: 2788.547607
	Iteration 0F: 2 clusters Score -1.312034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -13070341.000000 Penalty: 5577.095215
	Iteration 0F: 3 clusters Score -1.307034e+07 nChanged 36111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -13090625.000000 Penalty: 5577.095215
	Iteration 1F: 3 clusters Score -1.309062e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -13091520.000000 Penalty: 5577.095215
	Iteration 2Q: 3 clusters Score -1.309152e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -13092804.000000 Penalty: 5577.095215
	Iteration 3Q: 3 clusters Score -1.30928e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -13094696.000000 Penalty: 5577.095215
	Iteration 4F: 3 clusters Score -1.30947e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -13097140.000000 Penalty: 5577.095215
	Iteration 5F: 3 clusters Score -1.309714e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -13100301.000000 Penalty: 5577.095215
	Iteration 6F: 3 clusters Score -1.31003e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -13104010.000000 Penalty: 5577.095215
	Iteration 7F: 3 clusters Score -1.310401e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -13107148.000000 Penalty: 5577.095215
	Iteration 8F: 3 clusters Score -1.310715e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -13109137.000000 Penalty: 5577.095215
	Iteration 9F: 3 clusters Score -1.310914e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13110290.000000 Penalty: 5577.095215
	Iteration 10Q: 3 clusters Score -1.311029e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -13110995.000000 Penalty: 5577.095215
	Iteration 11Q: 3 clusters Score -1.3111e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -13111461.000000 Penalty: 5577.095215
	Iteration 12Q: 3 clusters Score -1.311146e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -13111902.000000 Penalty: 5577.095215
	Iteration 13Q: 3 clusters Score -1.31119e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -13112207.000000 Penalty: 5577.095215
	Iteration 14Q: 3 clusters Score -1.311221e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -13112503.000000 Penalty: 5577.095215
	Iteration 15Q: 3 clusters Score -1.31125e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -13112701.000000 Penalty: 5577.095215
	Iteration 16Q: 3 clusters Score -1.31127e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -13112886.000000 Penalty: 5577.095215
	Iteration 17Q: 3 clusters Score -1.311289e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -13113015.000000 Penalty: 5577.095215
	Iteration 18Q: 3 clusters Score -1.311302e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -13113168.000000 Penalty: 5577.095215
	Iteration 19Q: 3 clusters Score -1.311317e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -13113298.000000 Penalty: 5577.095215
	Iteration 20F: 3 clusters Score -1.31133e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -13113466.000000 Penalty: 5577.095215
	Iteration 21Q: 3 clusters Score -1.311347e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -13113590.000000 Penalty: 5577.095215
	Iteration 22Q: 3 clusters Score -1.311359e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -13113763.000000 Penalty: 5577.095215
	Iteration 23Q: 3 clusters Score -1.311376e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -13113814.000000 Penalty: 5577.095215
	Iteration 24Q: 3 clusters Score -1.311381e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -13113921.000000 Penalty: 5577.095215
	Iteration 25Q: 3 clusters Score -1.311392e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -13114043.000000 Penalty: 5577.095215
	Iteration 26Q: 3 clusters Score -1.311404e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -13114111.000000 Penalty: 5577.095215
	Iteration 27Q: 3 clusters Score -1.311411e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -13114208.000000 Penalty: 5577.095215
	Iteration 28Q: 3 clusters Score -1.311421e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -13114322.000000 Penalty: 5577.095215
	Iteration 29Q: 3 clusters Score -1.311432e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -13114452.000000 Penalty: 5577.095215
	Iteration 30Q: 3 clusters Score -1.311445e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -13114552.000000 Penalty: 5577.095215
	Iteration 31Q: 3 clusters Score -1.311455e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -13114537.000000 Penalty: 5577.095215
	Iteration 32Q: 3 clusters Score -1.311454e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -13114649.000000 Penalty: 5577.095215
	Iteration 33Q: 3 clusters Score -1.311465e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -13114719.000000 Penalty: 5577.095215
	Iteration 34Q: 3 clusters Score -1.311472e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -13114744.000000 Penalty: 5577.095215
	Iteration 35Q: 3 clusters Score -1.311474e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -13114818.000000 Penalty: 5577.095215
	Iteration 36Q: 3 clusters Score -1.311482e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -13114864.000000 Penalty: 5577.095215
	Iteration 37Q: 3 clusters Score -1.311486e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -13114918.000000 Penalty: 5577.095215
	Iteration 38Q: 3 clusters Score -1.311492e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -13114917.000000 Penalty: 5577.095215
	Iteration 39Q: 3 clusters Score -1.311492e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -13114927.000000 Penalty: 5577.095215
	Iteration 40F: 3 clusters Score -1.311493e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -13114940.000000 Penalty: 5577.095215
	Iteration 41Q: 3 clusters Score -1.311494e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -13114942.000000 Penalty: 5577.095215
	Iteration 42Q: 3 clusters Score -1.311494e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -13114969.000000 Penalty: 5577.095215
	Iteration 43Q: 3 clusters Score -1.311497e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -13114999.000000 Penalty: 5577.095215
	Iteration 44Q: 3 clusters Score -1.3115e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -13114995.000000 Penalty: 5577.095215
	Iteration 45Q: 3 clusters Score -1.3115e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -13115027.000000 Penalty: 5577.095215
	Iteration 46Q: 3 clusters Score -1.311503e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -13115022.000000 Penalty: 5577.095215
	Iteration 47Q: 3 clusters Score -1.311502e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -13114994.000000 Penalty: 5577.095215
	Iteration 48Q: 3 clusters Score -1.311499e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -13115036.000000 Penalty: 5577.095215
	Iteration 49Q: 3 clusters Score -1.311504e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -13115030.000000 Penalty: 5577.095215
	Iteration 50Q: 3 clusters Score -1.311503e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -13115061.000000 Penalty: 5577.095215
	Iteration 51Q: 3 clusters Score -1.311506e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -13115052.000000 Penalty: 5577.095215
	Iteration 52Q: 3 clusters Score -1.311505e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -13115042.000000 Penalty: 5577.095215
	Iteration 53Q: 3 clusters Score -1.311504e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -13115055.000000 Penalty: 5577.095215
	Iteration 54Q: 3 clusters Score -1.311506e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -13115057.000000 Penalty: 5577.095215
	Iteration 55Q: 3 clusters Score -1.311506e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -13115089.000000 Penalty: 5577.095215
	Iteration 56Q: 3 clusters Score -1.311509e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -13115077.000000 Penalty: 5577.095215
	Iteration 57Q: 3 clusters Score -1.311508e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -13115070.000000 Penalty: 5577.095215
	Iteration 58Q: 3 clusters Score -1.311507e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -13115138.000000 Penalty: 5577.095215
	Iteration 59Q: 3 clusters Score -1.311514e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -13115133.000000 Penalty: 5577.095215
	Iteration 60F: 3 clusters Score -1.311513e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -13115151.000000 Penalty: 5577.095215
	Iteration 61Q: 3 clusters Score -1.311515e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -13115152.000000 Penalty: 5577.095215
	Iteration 62Q: 3 clusters Score -1.311515e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -13115152.000000 Penalty: 5577.095215
	Iteration 63Q: 3 clusters Score -1.311515e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -13115153.000000 Penalty: 5577.095215
	Iteration 64Q: 3 clusters Score -1.311515e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -13115122.000000 Penalty: 5577.095215
	Iteration 65Q: 3 clusters Score -1.311512e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -13115144.000000 Penalty: 5577.095215
	Iteration 66Q: 3 clusters Score -1.311514e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -13115147.000000 Penalty: 5577.095215
	Iteration 67Q: 3 clusters Score -1.311515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -13115140.000000 Penalty: 5577.095215
	Iteration 68Q: 3 clusters Score -1.311514e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -13115150.000000 Penalty: 5577.095215
	Iteration 69Q: 3 clusters Score -1.311515e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -13115174.000000 Penalty: 5577.095215
	Iteration 70Q: 3 clusters Score -1.311517e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -13115169.000000 Penalty: 5577.095215
	Iteration 71Q: 3 clusters Score -1.311517e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -13115185.000000 Penalty: 5577.095215
	Iteration 72Q: 3 clusters Score -1.311518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -13115149.000000 Penalty: 5577.095215
	Iteration 73Q: 3 clusters Score -1.311515e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -13115143.000000 Penalty: 5577.095215
	Iteration 74Q: 3 clusters Score -1.311514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -13115145.000000 Penalty: 5577.095215
	Iteration 75Q: 3 clusters Score -1.311514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -13115125.000000 Penalty: 5577.095215
	Iteration 76Q: 3 clusters Score -1.311512e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -13115131.000000 Penalty: 5577.095215
	Iteration 77Q: 3 clusters Score -1.311513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -13115113.000000 Penalty: 5577.095215
	Iteration 78Q: 3 clusters Score -1.311511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -13115114.000000 Penalty: 5577.095215
	Iteration 79Q: 3 clusters Score -1.311511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -13115103.000000 Penalty: 5577.095215
	Iteration 80F: 3 clusters Score -1.31151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -13115108.000000 Penalty: 5577.095215
	Iteration 81Q: 3 clusters Score -1.311511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -13115130.000000 Penalty: 5577.095215
	Iteration 82Q: 3 clusters Score -1.311513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -13115121.000000 Penalty: 5577.095215
	Iteration 83Q: 3 clusters Score -1.311512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -13115126.000000 Penalty: 5577.095215
	Iteration 84Q: 3 clusters Score -1.311513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -13115129.000000 Penalty: 5577.095215
	Iteration 85Q: 3 clusters Score -1.311513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -13115132.000000 Penalty: 5577.095215
	Iteration 86Q: 3 clusters Score -1.311513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -13115131.000000 Penalty: 5577.095215
	Iteration 87Q: 3 clusters Score -1.311513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -13115145.000000 Penalty: 5577.095215
	Iteration 88Q: 3 clusters Score -1.311514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -13115168.000000 Penalty: 5577.095215
	Iteration 89Q: 3 clusters Score -1.311517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -13115181.000000 Penalty: 5577.095215
	Iteration 90Q: 3 clusters Score -1.311518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -13115168.000000 Penalty: 5577.095215
	Iteration 91Q: 3 clusters Score -1.311517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -13115161.000000 Penalty: 5577.095215
	Iteration 92Q: 3 clusters Score -1.311516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -13115163.000000 Penalty: 5577.095215
	Iteration 93Q: 3 clusters Score -1.311516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -13115128.000000 Penalty: 5577.095215
	Iteration 94Q: 3 clusters Score -1.311513e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -13115121.000000 Penalty: 5577.095215
	Iteration 95Q: 3 clusters Score -1.311512e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -13115131.000000 Penalty: 5577.095215
	Iteration 96Q: 3 clusters Score -1.311513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -13115124.000000 Penalty: 5577.095215
	Iteration 97Q: 3 clusters Score -1.311512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -13115121.000000 Penalty: 5577.095215
	Iteration 98Q: 3 clusters Score -1.311512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -13115151.000000 Penalty: 5577.095215
	Iteration 99Q: 3 clusters Score -1.311515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -13115139.000000 Penalty: 5577.095215
	Iteration 100F: 3 clusters Score -1.311514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -13115150.000000 Penalty: 5577.095215
	Iteration 101Q: 3 clusters Score -1.311515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -13115152.000000 Penalty: 5577.095215
	Iteration 102Q: 3 clusters Score -1.311515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -13115155.000000 Penalty: 5577.095215
	Iteration 103Q: 3 clusters Score -1.311516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -13115173.000000 Penalty: 5577.095215
	Iteration 104Q: 3 clusters Score -1.311517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -13115160.000000 Penalty: 5577.095215
	Iteration 105Q: 3 clusters Score -1.311516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -13115164.000000 Penalty: 5577.095215
	Iteration 106Q: 3 clusters Score -1.311516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -13115153.000000 Penalty: 5577.095215
	Iteration 107Q: 3 clusters Score -1.311515e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -13115154.000000 Penalty: 5577.095215
	Iteration 108Q: 3 clusters Score -1.311515e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -13115137.000000 Penalty: 5577.095215
	Iteration 109Q: 3 clusters Score -1.311514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -13115143.000000 Penalty: 5577.095215
	Iteration 110Q: 3 clusters Score -1.311514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -13115150.000000 Penalty: 5577.095215
	Iteration 111Q: 3 clusters Score -1.311515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -13115143.000000 Penalty: 5577.095215
	Iteration 112Q: 3 clusters Score -1.311514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -13115125.000000 Penalty: 5577.095215
	Iteration 113Q: 3 clusters Score -1.311512e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -13115143.000000 Penalty: 5577.095215
	Iteration 114Q: 3 clusters Score -1.311514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -13115142.000000 Penalty: 5577.095215
	Iteration 115Q: 3 clusters Score -1.311514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -13115160.000000 Penalty: 5577.095215
	Iteration 116Q: 3 clusters Score -1.311516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -13115148.000000 Penalty: 5577.095215
	Iteration 117Q: 3 clusters Score -1.311515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -13115163.000000 Penalty: 5577.095215
	Iteration 118Q: 3 clusters Score -1.311516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -13115166.000000 Penalty: 5577.095215
	Iteration 119Q: 3 clusters Score -1.311517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -13115133.000000 Penalty: 5577.095215
	Iteration 120F: 3 clusters Score -1.311513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -13115139.000000 Penalty: 5577.095215
	Iteration 121Q: 3 clusters Score -1.311514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -13115128.000000 Penalty: 5577.095215
	Iteration 122Q: 3 clusters Score -1.311513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -13115122.000000 Penalty: 5577.095215
	Iteration 123Q: 3 clusters Score -1.311512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -13115113.000000 Penalty: 5577.095215
	Iteration 124Q: 3 clusters Score -1.311511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -13115114.000000 Penalty: 5577.095215
	Iteration 125Q: 3 clusters Score -1.311511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -13115115.000000 Penalty: 5577.095215
	Iteration 126Q: 3 clusters Score -1.311512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -13115109.000000 Penalty: 5577.095215
	Iteration 127Q: 3 clusters Score -1.311511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -13115115.000000 Penalty: 5577.095215
	Iteration 128Q: 3 clusters Score -1.311512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -13115096.000000 Penalty: 5577.095215
	Iteration 129Q: 3 clusters Score -1.31151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -13115092.000000 Penalty: 5577.095215
	Iteration 130Q: 3 clusters Score -1.311509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -13115113.000000 Penalty: 5577.095215
	Iteration 131Q: 3 clusters Score -1.311511e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -13115094.000000 Penalty: 5577.095215
	Iteration 132Q: 3 clusters Score -1.311509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -13115083.000000 Penalty: 5577.095215
	Iteration 133Q: 3 clusters Score -1.311508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -13115083.000000 Penalty: 5577.095215
	Iteration 134Q: 3 clusters Score -1.311508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -13115086.000000 Penalty: 5577.095215
	Iteration 135Q: 3 clusters Score -1.311509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -13115088.000000 Penalty: 5577.095215
	Iteration 136Q: 3 clusters Score -1.311509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -13115122.000000 Penalty: 5577.095215
	Iteration 137Q: 3 clusters Score -1.311512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -13115091.000000 Penalty: 5577.095215
	Iteration 138Q: 3 clusters Score -1.311509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -13115096.000000 Penalty: 5577.095215
	Iteration 139Q: 3 clusters Score -1.31151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -13115106.000000 Penalty: 5577.095215
	Iteration 140F: 3 clusters Score -1.311511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -13115096.000000 Penalty: 5577.095215
	Iteration 141Q: 3 clusters Score -1.31151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -13115097.000000 Penalty: 5577.095215
	Iteration 142Q: 3 clusters Score -1.31151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -13115079.000000 Penalty: 5577.095215
	Iteration 143Q: 3 clusters Score -1.311508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -13115071.000000 Penalty: 5577.095215
	Iteration 144Q: 3 clusters Score -1.311507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -13115071.000000 Penalty: 5577.095215
	Iteration 145Q: 3 clusters Score -1.311507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -13115064.000000 Penalty: 5577.095215
	Iteration 146Q: 3 clusters Score -1.311506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -13115066.000000 Penalty: 5577.095215
	Iteration 147Q: 3 clusters Score -1.311507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -13115061.000000 Penalty: 5577.095215
	Iteration 148Q: 3 clusters Score -1.311506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -13115061.000000 Penalty: 5577.095215
	Iteration 149Q: 3 clusters Score -1.311506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -13115050.000000 Penalty: 5577.095215
	Iteration 150Q: 3 clusters Score -1.311505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -13115074.000000 Penalty: 5577.095215
	Iteration 151Q: 3 clusters Score -1.311507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -13115073.000000 Penalty: 5577.095215
	Iteration 152Q: 3 clusters Score -1.311507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -13115090.000000 Penalty: 5577.095215
	Iteration 153Q: 3 clusters Score -1.311509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -13115078.000000 Penalty: 5577.095215
	Iteration 154Q: 3 clusters Score -1.311508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -13115074.000000 Penalty: 5577.095215
	Iteration 155Q: 3 clusters Score -1.311507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -13115084.000000 Penalty: 5577.095215
	Iteration 156Q: 3 clusters Score -1.311508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -13115063.000000 Penalty: 5577.095215
	Iteration 157Q: 3 clusters Score -1.311506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -13115078.000000 Penalty: 5577.095215
	Iteration 158Q: 3 clusters Score -1.311508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -13115070.000000 Penalty: 5577.095215
	Iteration 159Q: 3 clusters Score -1.311507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -13115066.000000 Penalty: 5577.095215
	Iteration 160F: 3 clusters Score -1.311507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -13115069.000000 Penalty: 5577.095215
	Iteration 161Q: 3 clusters Score -1.311507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -13115040.000000 Penalty: 5577.095215
	Iteration 162Q: 3 clusters Score -1.311504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -13115065.000000 Penalty: 5577.095215
	Iteration 163Q: 3 clusters Score -1.311506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -13115038.000000 Penalty: 5577.095215
	Iteration 164Q: 3 clusters Score -1.311504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -13115072.000000 Penalty: 5577.095215
	Iteration 165Q: 3 clusters Score -1.311507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -13115055.000000 Penalty: 5577.095215
	Iteration 166Q: 3 clusters Score -1.311506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -13115054.000000 Penalty: 5577.095215
	Iteration 167Q: 3 clusters Score -1.311505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -13115034.000000 Penalty: 5577.095215
	Iteration 168Q: 3 clusters Score -1.311503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -13115025.000000 Penalty: 5577.095215
	Iteration 169Q: 3 clusters Score -1.311502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -13115012.000000 Penalty: 5577.095215
	Iteration 170Q: 3 clusters Score -1.311501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -13114992.000000 Penalty: 5577.095215
	Iteration 171Q: 3 clusters Score -1.311499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -13115017.000000 Penalty: 5577.095215
	Iteration 172Q: 3 clusters Score -1.311502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -13115033.000000 Penalty: 5577.095215
	Iteration 173Q: 3 clusters Score -1.311503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -13115027.000000 Penalty: 5577.095215
	Iteration 174Q: 3 clusters Score -1.311503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -13115031.000000 Penalty: 5577.095215
	Iteration 175Q: 3 clusters Score -1.311503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -13115038.000000 Penalty: 5577.095215
	Iteration 176Q: 3 clusters Score -1.311504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -13115052.000000 Penalty: 5577.095215
	Iteration 177Q: 3 clusters Score -1.311505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -13115035.000000 Penalty: 5577.095215
	Iteration 178Q: 3 clusters Score -1.311504e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -13115028.000000 Penalty: 5577.095215
	Iteration 179Q: 3 clusters Score -1.311503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -13115045.000000 Penalty: 5577.095215
	Iteration 180F: 3 clusters Score -1.311504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -13115028.000000 Penalty: 5577.095215
	Iteration 181Q: 3 clusters Score -1.311503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -13115009.000000 Penalty: 5577.095215
	Iteration 182Q: 3 clusters Score -1.311501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -13115019.000000 Penalty: 5577.095215
	Iteration 183Q: 3 clusters Score -1.311502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -13115015.000000 Penalty: 5577.095215
	Iteration 184Q: 3 clusters Score -1.311502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -13115015.000000 Penalty: 5577.095215
	Iteration 185Q: 3 clusters Score -1.311502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -13115024.000000 Penalty: 5577.095215
	Iteration 186Q: 3 clusters Score -1.311502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -13115004.000000 Penalty: 5577.095215
	Iteration 187Q: 3 clusters Score -1.3115e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -13114992.000000 Penalty: 5577.095215
	Iteration 188Q: 3 clusters Score -1.311499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -13114979.000000 Penalty: 5577.095215
	Iteration 189Q: 3 clusters Score -1.311498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -13114980.000000 Penalty: 5577.095215
	Iteration 190Q: 3 clusters Score -1.311498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -13115006.000000 Penalty: 5577.095215
	Iteration 191Q: 3 clusters Score -1.311501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -13114970.000000 Penalty: 5577.095215
	Iteration 192Q: 3 clusters Score -1.311497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -13114956.000000 Penalty: 5577.095215
	Iteration 193Q: 3 clusters Score -1.311496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -13114963.000000 Penalty: 5577.095215
	Iteration 194Q: 3 clusters Score -1.311496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -13114953.000000 Penalty: 5577.095215
	Iteration 195Q: 3 clusters Score -1.311495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -13114965.000000 Penalty: 5577.095215
	Iteration 196Q: 3 clusters Score -1.311496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13114963.000000 Penalty: 5577.095215
	Iteration 197Q: 3 clusters Score -1.311496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -13114968.000000 Penalty: 5577.095215
	Iteration 198Q: 3 clusters Score -1.311497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -13114989.000000 Penalty: 5577.095215
	Iteration 199Q: 3 clusters Score -1.311499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -13114988.000000 Penalty: 5577.095215
	Iteration 200F: 3 clusters Score -1.311499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -13114973.000000 Penalty: 5577.095215
	Iteration 201Q: 3 clusters Score -1.311497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -13114976.000000 Penalty: 5577.095215
	Iteration 202Q: 3 clusters Score -1.311498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -13114987.000000 Penalty: 5577.095215
	Iteration 203Q: 3 clusters Score -1.311499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -13114983.000000 Penalty: 5577.095215
	Iteration 204Q: 3 clusters Score -1.311498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -13114968.000000 Penalty: 5577.095215
	Iteration 205Q: 3 clusters Score -1.311497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -13114966.000000 Penalty: 5577.095215
	Iteration 206Q: 3 clusters Score -1.311497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -13114962.000000 Penalty: 5577.095215
	Iteration 207Q: 3 clusters Score -1.311496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -13114980.000000 Penalty: 5577.095215
	Iteration 208Q: 3 clusters Score -1.311498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -13114977.000000 Penalty: 5577.095215
	Iteration 209Q: 3 clusters Score -1.311498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -13115000.000000 Penalty: 5577.095215
	Iteration 210Q: 3 clusters Score -1.3115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -13114973.000000 Penalty: 5577.095215
	Iteration 211Q: 3 clusters Score -1.311497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -13114986.000000 Penalty: 5577.095215
	Iteration 212Q: 3 clusters Score -1.311499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -13114985.000000 Penalty: 5577.095215
	Iteration 213Q: 3 clusters Score -1.311498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -13114971.000000 Penalty: 5577.095215
	Iteration 214Q: 3 clusters Score -1.311497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -13114979.000000 Penalty: 5577.095215
	Iteration 215Q: 3 clusters Score -1.311498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -13114982.000000 Penalty: 5577.095215
	Iteration 216Q: 3 clusters Score -1.311498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -13114997.000000 Penalty: 5577.095215
	Iteration 217Q: 3 clusters Score -1.3115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -13114987.000000 Penalty: 5577.095215
	Iteration 218Q: 3 clusters Score -1.311499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -13114977.000000 Penalty: 5577.095215
	Iteration 219Q: 3 clusters Score -1.311498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -13114987.000000 Penalty: 5577.095215
	Iteration 220F: 3 clusters Score -1.311499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -13114997.000000 Penalty: 5577.095215
	Iteration 221Q: 3 clusters Score -1.3115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -13114978.000000 Penalty: 5577.095215
	Iteration 222Q: 3 clusters Score -1.311498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -13114983.000000 Penalty: 5577.095215
	Iteration 223Q: 3 clusters Score -1.311498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -13114976.000000 Penalty: 5577.095215
	Iteration 224Q: 3 clusters Score -1.311498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -13114978.000000 Penalty: 5577.095215
	Iteration 225Q: 3 clusters Score -1.311498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -13114978.000000 Penalty: 5577.095215
	Iteration 226F: 3 clusters Score -1.311498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -1816391.750000 Penalty: 2302.053711
	Iteration 0F: 2 clusters Score -1816392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1808233.000000 Penalty: 4604.107422
	Iteration 0F: 3 clusters Score -1808233 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1810820.500000 Penalty: 4604.107422
	Iteration 1F: 3 clusters Score -1810820 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1811307.875000 Penalty: 4604.107422
	Iteration 2F: 3 clusters Score -1811308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1811723.000000 Penalty: 4604.107422
	Iteration 3F: 3 clusters Score -1811723 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1812106.875000 Penalty: 4604.107422
	Iteration 4F: 3 clusters Score -1812107 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1812495.875000 Penalty: 4604.107422
	Iteration 5F: 3 clusters Score -1812496 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1812852.375000 Penalty: 4604.107422
	Iteration 6Q: 3 clusters Score -1812852 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1813142.250000 Penalty: 4604.107422
	Iteration 7Q: 3 clusters Score -1813142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1813370.000000 Penalty: 4604.107422
	Iteration 8Q: 3 clusters Score -1813370 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1813532.250000 Penalty: 4604.107422
	Iteration 9Q: 3 clusters Score -1813532 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1813674.625000 Penalty: 4604.107422
	Iteration 10Q: 3 clusters Score -1813675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1813786.250000 Penalty: 4604.107422
	Iteration 11Q: 3 clusters Score -1813786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1813873.500000 Penalty: 4604.107422
	Iteration 12Q: 3 clusters Score -1813874 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1813942.000000 Penalty: 4604.107422
	Iteration 13Q: 3 clusters Score -1813942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1813991.750000 Penalty: 4604.107422
	Iteration 14Q: 3 clusters Score -1813992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1814045.375000 Penalty: 4604.107422
	Iteration 15Q: 3 clusters Score -1814045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1814086.250000 Penalty: 4604.107422
	Iteration 16Q: 3 clusters Score -1814086 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1814119.375000 Penalty: 4604.107422
	Iteration 17Q: 3 clusters Score -1814119 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1814153.875000 Penalty: 4604.107422
	Iteration 18Q: 3 clusters Score -1814154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1814175.625000 Penalty: 4604.107422
	Iteration 19Q: 3 clusters Score -1814176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1814203.625000 Penalty: 4604.107422
	Iteration 20F: 3 clusters Score -1814204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1814220.000000 Penalty: 4604.107422
	Iteration 21Q: 3 clusters Score -1814220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1814230.625000 Penalty: 4604.107422
	Iteration 22Q: 3 clusters Score -1814231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1814250.375000 Penalty: 4604.107422
	Iteration 23Q: 3 clusters Score -1814250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1814258.375000 Penalty: 4604.107422
	Iteration 24Q: 3 clusters Score -1814258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1814279.500000 Penalty: 4604.107422
	Iteration 25Q: 3 clusters Score -1814280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1814292.250000 Penalty: 4604.107422
	Iteration 26Q: 3 clusters Score -1814292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1814310.750000 Penalty: 4604.107422
	Iteration 27Q: 3 clusters Score -1814311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1814321.750000 Penalty: 4604.107422
	Iteration 28Q: 3 clusters Score -1814322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1814340.625000 Penalty: 4604.107422
	Iteration 29Q: 3 clusters Score -1814341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1814353.875000 Penalty: 4604.107422
	Iteration 30Q: 3 clusters Score -1814354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1814378.000000 Penalty: 4604.107422
	Iteration 31Q: 3 clusters Score -1814378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1814402.125000 Penalty: 4604.107422
	Iteration 32Q: 3 clusters Score -1814402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1814425.250000 Penalty: 4604.107422
	Iteration 33Q: 3 clusters Score -1814425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1814446.500000 Penalty: 4604.107422
	Iteration 34Q: 3 clusters Score -1814446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1814460.750000 Penalty: 4604.107422
	Iteration 35Q: 3 clusters Score -1814461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1814468.375000 Penalty: 4604.107422
	Iteration 36Q: 3 clusters Score -1814468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1814479.375000 Penalty: 4604.107422
	Iteration 37Q: 3 clusters Score -1814479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1814488.750000 Penalty: 4604.107422
	Iteration 38Q: 3 clusters Score -1814489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1814498.750000 Penalty: 4604.107422
	Iteration 39Q: 3 clusters Score -1814499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1814511.625000 Penalty: 4604.107422
	Iteration 40F: 3 clusters Score -1814512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1814517.875000 Penalty: 4604.107422
	Iteration 41Q: 3 clusters Score -1814518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1814528.750000 Penalty: 4604.107422
	Iteration 42Q: 3 clusters Score -1814529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1814530.250000 Penalty: 4604.107422
	Iteration 43Q: 3 clusters Score -1814530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1814538.000000 Penalty: 4604.107422
	Iteration 44Q: 3 clusters Score -1814538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1814545.125000 Penalty: 4604.107422
	Iteration 45Q: 3 clusters Score -1814545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1814544.375000 Penalty: 4604.107422
	Iteration 46Q: 3 clusters Score -1814544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1814547.125000 Penalty: 4604.107422
	Iteration 47Q: 3 clusters Score -1814547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1814549.125000 Penalty: 4604.107422
	Iteration 48Q: 3 clusters Score -1814549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1814548.500000 Penalty: 4604.107422
	Iteration 49Q: 3 clusters Score -1814548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1814547.250000 Penalty: 4604.107422
	Iteration 50Q: 3 clusters Score -1814547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1814546.375000 Penalty: 4604.107422
	Iteration 51Q: 3 clusters Score -1814546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1814548.250000 Penalty: 4604.107422
	Iteration 52Q: 3 clusters Score -1814548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1814548.500000 Penalty: 4604.107422
	Iteration 53Q: 3 clusters Score -1814548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1814548.125000 Penalty: 4604.107422
	Iteration 54Q: 3 clusters Score -1814548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1814548.750000 Penalty: 4604.107422
	Iteration 55Q: 3 clusters Score -1814549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1814548.750000 Penalty: 4604.107422
	Iteration 56F: 3 clusters Score -1814549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Entering Unmasked Estep 
Score: -6709163.500000 Penalty: 2609.507324
	Iteration 0F: 2 clusters Score -6709164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6684492.500000 Penalty: 5219.014648
	Iteration 0F: 3 clusters Score -6684492 nChanged 17053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -6694046.500000 Penalty: 5219.014648
	Iteration 1F: 3 clusters Score -6694046 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -6694784.500000 Penalty: 5219.014648
	Iteration 2Q: 3 clusters Score -6694784 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -6695634.000000 Penalty: 5219.014648
	Iteration 3Q: 3 clusters Score -6695634 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6696750.000000 Penalty: 5219.014648
	Iteration 4F: 3 clusters Score -6696750 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -6698435.000000 Penalty: 5219.014648
	Iteration 5F: 3 clusters Score -6698435 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6700812.000000 Penalty: 5219.014648
	Iteration 6F: 3 clusters Score -6700812 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -6703544.500000 Penalty: 5219.014648
	Iteration 7F: 3 clusters Score -6703544 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6705704.000000 Penalty: 5219.014648
	Iteration 8F: 3 clusters Score -6705704 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6706520.000000 Penalty: 5219.014648
	Iteration 9Q: 3 clusters Score -6706520 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -6706853.500000 Penalty: 5219.014648
	Iteration 10Q: 3 clusters Score -6706854 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6707024.500000 Penalty: 5219.014648
	Iteration 11Q: 3 clusters Score -6707024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6707126.500000 Penalty: 5219.014648
	Iteration 12Q: 3 clusters Score -6707126 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -6707195.500000 Penalty: 5219.014648
	Iteration 13Q: 3 clusters Score -6707196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -6707261.500000 Penalty: 5219.014648
	Iteration 14Q: 3 clusters Score -6707262 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6707282.500000 Penalty: 5219.014648
	Iteration 15Q: 3 clusters Score -6707282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6707290.500000 Penalty: 5219.014648
	Iteration 16Q: 3 clusters Score -6707290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6707319.000000 Penalty: 5219.014648
	Iteration 17Q: 3 clusters Score -6707319 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -6707329.500000 Penalty: 5219.014648
	Iteration 18Q: 3 clusters Score -6707330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6707333.000000 Penalty: 5219.014648
	Iteration 19Q: 3 clusters Score -6707333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -6707341.500000 Penalty: 5219.014648
	Iteration 20F: 3 clusters Score -6707342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -6707355.500000 Penalty: 5219.014648
	Iteration 21Q: 3 clusters Score -6707356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -6707360.000000 Penalty: 5219.014648
	Iteration 22Q: 3 clusters Score -6707360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -6707378.000000 Penalty: 5219.014648
	Iteration 23Q: 3 clusters Score -6707378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -6707400.000000 Penalty: 5219.014648
	Iteration 24Q: 3 clusters Score -6707400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -6707376.000000 Penalty: 5219.014648
	Iteration 25Q: 3 clusters Score -6707376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6707374.000000 Penalty: 5219.014648
	Iteration 26Q: 3 clusters Score -6707374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6707370.500000 Penalty: 5219.014648
	Iteration 27Q: 3 clusters Score -6707370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6707388.500000 Penalty: 5219.014648
	Iteration 28Q: 3 clusters Score -6707388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -6707405.500000 Penalty: 5219.014648
	Iteration 29Q: 3 clusters Score -6707406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6707427.500000 Penalty: 5219.014648
	Iteration 30Q: 3 clusters Score -6707428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6707418.000000 Penalty: 5219.014648
	Iteration 31Q: 3 clusters Score -6707418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6707427.000000 Penalty: 5219.014648
	Iteration 32Q: 3 clusters Score -6707427 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -6707442.500000 Penalty: 5219.014648
	Iteration 33Q: 3 clusters Score -6707442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6707458.500000 Penalty: 5219.014648
	Iteration 34Q: 3 clusters Score -6707458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -6707466.500000 Penalty: 5219.014648
	Iteration 35Q: 3 clusters Score -6707466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6707453.000000 Penalty: 5219.014648
	Iteration 36Q: 3 clusters Score -6707453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6707474.500000 Penalty: 5219.014648
	Iteration 37Q: 3 clusters Score -6707474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -6707467.500000 Penalty: 5219.014648
	Iteration 38Q: 3 clusters Score -6707468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6707480.500000 Penalty: 5219.014648
	Iteration 39Q: 3 clusters Score -6707480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6707474.000000 Penalty: 5219.014648
	Iteration 40F: 3 clusters Score -6707474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6707484.000000 Penalty: 5219.014648
	Iteration 41Q: 3 clusters Score -6707484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -6707497.000000 Penalty: 5219.014648
	Iteration 42Q: 3 clusters Score -6707497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -6707493.000000 Penalty: 5219.014648
	Iteration 43Q: 3 clusters Score -6707493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -6707475.000000 Penalty: 5219.014648
	Iteration 44Q: 3 clusters Score -6707475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -6707482.000000 Penalty: 5219.014648
	Iteration 45Q: 3 clusters Score -6707482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6707492.000000 Penalty: 5219.014648
	Iteration 46Q: 3 clusters Score -6707492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -6707492.500000 Penalty: 5219.014648
	Iteration 47Q: 3 clusters Score -6707492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6707488.500000 Penalty: 5219.014648
	Iteration 48Q: 3 clusters Score -6707488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6707507.000000 Penalty: 5219.014648
	Iteration 49Q: 3 clusters Score -6707507 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6707520.000000 Penalty: 5219.014648
	Iteration 50Q: 3 clusters Score -6707520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6707522.000000 Penalty: 5219.014648
	Iteration 51Q: 3 clusters Score -6707522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -6707521.500000 Penalty: 5219.014648
	Iteration 52Q: 3 clusters Score -6707522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6707549.500000 Penalty: 5219.014648
	Iteration 53Q: 3 clusters Score -6707550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6707561.500000 Penalty: 5219.014648
	Iteration 54Q: 3 clusters Score -6707562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6707575.000000 Penalty: 5219.014648
	Iteration 55Q: 3 clusters Score -6707575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -6707590.500000 Penalty: 5219.014648
	Iteration 56Q: 3 clusters Score -6707590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -6707578.000000 Penalty: 5219.014648
	Iteration 57Q: 3 clusters Score -6707578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -6707597.500000 Penalty: 5219.014648
	Iteration 58Q: 3 clusters Score -6707598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -6707621.500000 Penalty: 5219.014648
	Iteration 59Q: 3 clusters Score -6707622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -6707622.500000 Penalty: 5219.014648
	Iteration 60F: 3 clusters Score -6707622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -6707623.500000 Penalty: 5219.014648
	Iteration 61Q: 3 clusters Score -6707624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6707627.500000 Penalty: 5219.014648
	Iteration 62Q: 3 clusters Score -6707628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6707643.000000 Penalty: 5219.014648
	Iteration 63Q: 3 clusters Score -6707643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -6707657.000000 Penalty: 5219.014648
	Iteration 64Q: 3 clusters Score -6707657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -6707649.500000 Penalty: 5219.014648
	Iteration 65Q: 3 clusters Score -6707650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6707644.500000 Penalty: 5219.014648
	Iteration 66Q: 3 clusters Score -6707644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -6707635.000000 Penalty: 5219.014648
	Iteration 67Q: 3 clusters Score -6707635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -6707629.000000 Penalty: 5219.014648
	Iteration 68Q: 3 clusters Score -6707629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6707618.000000 Penalty: 5219.014648
	Iteration 69Q: 3 clusters Score -6707618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6707629.500000 Penalty: 5219.014648
	Iteration 70Q: 3 clusters Score -6707630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -6707630.500000 Penalty: 5219.014648
	Iteration 71Q: 3 clusters Score -6707630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6707630.500000 Penalty: 5219.014648
	Iteration 72Q: 3 clusters Score -6707630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6707651.000000 Penalty: 5219.014648
	Iteration 73Q: 3 clusters Score -6707651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6707640.500000 Penalty: 5219.014648
	Iteration 74Q: 3 clusters Score -6707640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -6707634.500000 Penalty: 5219.014648
	Iteration 75Q: 3 clusters Score -6707634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -6707631.000000 Penalty: 5219.014648
	Iteration 76Q: 3 clusters Score -6707631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6707646.500000 Penalty: 5219.014648
	Iteration 77Q: 3 clusters Score -6707646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -6707642.500000 Penalty: 5219.014648
	Iteration 78Q: 3 clusters Score -6707642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -6707650.000000 Penalty: 5219.014648
	Iteration 79Q: 3 clusters Score -6707650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -6707644.000000 Penalty: 5219.014648
	Iteration 80F: 3 clusters Score -6707644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6707648.500000 Penalty: 5219.014648
	Iteration 81Q: 3 clusters Score -6707648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -6707651.000000 Penalty: 5219.014648
	Iteration 82Q: 3 clusters Score -6707651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6707644.000000 Penalty: 5219.014648
	Iteration 83Q: 3 clusters Score -6707644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -6707637.000000 Penalty: 5219.014648
	Iteration 84Q: 3 clusters Score -6707637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -6707646.000000 Penalty: 5219.014648
	Iteration 85Q: 3 clusters Score -6707646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6707630.500000 Penalty: 5219.014648
	Iteration 86Q: 3 clusters Score -6707630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6707628.500000 Penalty: 5219.014648
	Iteration 87Q: 3 clusters Score -6707628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -6707626.500000 Penalty: 5219.014648
	Iteration 88Q: 3 clusters Score -6707626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6707635.000000 Penalty: 5219.014648
	Iteration 89Q: 3 clusters Score -6707635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -6707636.000000 Penalty: 5219.014648
	Iteration 90Q: 3 clusters Score -6707636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6707636.000000 Penalty: 5219.014648
	Iteration 91Q: 3 clusters Score -6707636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6707637.500000 Penalty: 5219.014648
	Iteration 92Q: 3 clusters Score -6707638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6707639.000000 Penalty: 5219.014648
	Iteration 93Q: 3 clusters Score -6707639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6707647.500000 Penalty: 5219.014648
	Iteration 94Q: 3 clusters Score -6707648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6707642.000000 Penalty: 5219.014648
	Iteration 95Q: 3 clusters Score -6707642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6707642.000000 Penalty: 5219.014648
	Iteration 96Q: 3 clusters Score -6707642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6707634.500000 Penalty: 5219.014648
	Iteration 97Q: 3 clusters Score -6707634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -6707644.500000 Penalty: 5219.014648
	Iteration 98Q: 3 clusters Score -6707644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -6707646.000000 Penalty: 5219.014648
	Iteration 99Q: 3 clusters Score -6707646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6707642.500000 Penalty: 5219.014648
	Iteration 100F: 3 clusters Score -6707642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6707640.500000 Penalty: 5219.014648
	Iteration 101Q: 3 clusters Score -6707640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -6707632.000000 Penalty: 5219.014648
	Iteration 102Q: 3 clusters Score -6707632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6707636.000000 Penalty: 5219.014648
	Iteration 103Q: 3 clusters Score -6707636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6707642.500000 Penalty: 5219.014648
	Iteration 104Q: 3 clusters Score -6707642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6707650.500000 Penalty: 5219.014648
	Iteration 105Q: 3 clusters Score -6707650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6707655.000000 Penalty: 5219.014648
	Iteration 106Q: 3 clusters Score -6707655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6707651.500000 Penalty: 5219.014648
	Iteration 107Q: 3 clusters Score -6707652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -6707654.000000 Penalty: 5219.014648
	Iteration 108Q: 3 clusters Score -6707654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -6707653.500000 Penalty: 5219.014648
	Iteration 109Q: 3 clusters Score -6707654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6707647.500000 Penalty: 5219.014648
	Iteration 110Q: 3 clusters Score -6707648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6707651.500000 Penalty: 5219.014648
	Iteration 111Q: 3 clusters Score -6707652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6707648.000000 Penalty: 5219.014648
	Iteration 112Q: 3 clusters Score -6707648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6707654.500000 Penalty: 5219.014648
	Iteration 113Q: 3 clusters Score -6707654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -6707644.500000 Penalty: 5219.014648
	Iteration 114Q: 3 clusters Score -6707644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -6707656.500000 Penalty: 5219.014648
	Iteration 115Q: 3 clusters Score -6707656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -6707659.000000 Penalty: 5219.014648
	Iteration 116Q: 3 clusters Score -6707659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6707666.000000 Penalty: 5219.014648
	Iteration 117Q: 3 clusters Score -6707666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -6707663.500000 Penalty: 5219.014648
	Iteration 118Q: 3 clusters Score -6707664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -6707660.500000 Penalty: 5219.014648
	Iteration 119Q: 3 clusters Score -6707660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -6707659.000000 Penalty: 5219.014648
	Iteration 120F: 3 clusters Score -6707659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -6707664.500000 Penalty: 5219.014648
	Iteration 121Q: 3 clusters Score -6707664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6707665.000000 Penalty: 5219.014648
	Iteration 122Q: 3 clusters Score -6707665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6707656.500000 Penalty: 5219.014648
	Iteration 123Q: 3 clusters Score -6707656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6707655.500000 Penalty: 5219.014648
	Iteration 124Q: 3 clusters Score -6707656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -6707658.500000 Penalty: 5219.014648
	Iteration 125Q: 3 clusters Score -6707658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6707664.000000 Penalty: 5219.014648
	Iteration 126Q: 3 clusters Score -6707664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -6707666.000000 Penalty: 5219.014648
	Iteration 127Q: 3 clusters Score -6707666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6707664.500000 Penalty: 5219.014648
	Iteration 128Q: 3 clusters Score -6707664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6707667.000000 Penalty: 5219.014648
	Iteration 129Q: 3 clusters Score -6707667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -6707666.500000 Penalty: 5219.014648
	Iteration 130Q: 3 clusters Score -6707666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6707668.000000 Penalty: 5219.014648
	Iteration 131Q: 3 clusters Score -6707668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -6707673.000000 Penalty: 5219.014648
	Iteration 132Q: 3 clusters Score -6707673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6707670.500000 Penalty: 5219.014648
	Iteration 133Q: 3 clusters Score -6707670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -6707668.500000 Penalty: 5219.014648
	Iteration 134Q: 3 clusters Score -6707668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -6707663.000000 Penalty: 5219.014648
	Iteration 135Q: 3 clusters Score -6707663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -6707668.000000 Penalty: 5219.014648
	Iteration 136Q: 3 clusters Score -6707668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -6707664.500000 Penalty: 5219.014648
	Iteration 137Q: 3 clusters Score -6707664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -6707664.500000 Penalty: 5219.014648
	Iteration 138F: 3 clusters Score -6707664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Entering Unmasked Estep 
Score: -6439218.000000 Penalty: 2599.996826
	Iteration 0F: 2 clusters Score -6439218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6415850.000000 Penalty: 5199.993652
	Iteration 0F: 3 clusters Score -6415850 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6424711.000000 Penalty: 5199.993652
	Iteration 1F: 3 clusters Score -6424711 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6425101.000000 Penalty: 5199.993652
	Iteration 2Q: 3 clusters Score -6425101 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6425548.000000 Penalty: 5199.993652
	Iteration 3Q: 3 clusters Score -6425548 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -6425850.000000 Penalty: 5199.993652
	Iteration 4Q: 3 clusters Score -6425850 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -6426135.500000 Penalty: 5199.993652
	Iteration 5Q: 3 clusters Score -6426136 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -6426413.000000 Penalty: 5199.993652
	Iteration 6Q: 3 clusters Score -6426413 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6426661.000000 Penalty: 5199.993652
	Iteration 7Q: 3 clusters Score -6426661 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6426934.500000 Penalty: 5199.993652
	Iteration 8Q: 3 clusters Score -6426934 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6427258.000000 Penalty: 5199.993652
	Iteration 9Q: 3 clusters Score -6427258 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6427616.500000 Penalty: 5199.993652
	Iteration 10Q: 3 clusters Score -6427616 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -6428178.500000 Penalty: 5199.993652
	Iteration 11Q: 3 clusters Score -6428178 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -6429019.000000 Penalty: 5199.993652
	Iteration 12Q: 3 clusters Score -6429019 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -6430178.000000 Penalty: 5199.993652
	Iteration 13Q: 3 clusters Score -6430178 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -6431535.500000 Penalty: 5199.993652
	Iteration 14F: 3 clusters Score -6431536 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -6432900.000000 Penalty: 5199.993652
	Iteration 15Q: 3 clusters Score -6432900 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6433967.500000 Penalty: 5199.993652
	Iteration 16Q: 3 clusters Score -6433968 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6434670.500000 Penalty: 5199.993652
	Iteration 17Q: 3 clusters Score -6434670 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6435270.500000 Penalty: 5199.993652
	Iteration 18Q: 3 clusters Score -6435270 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -6435717.500000 Penalty: 5199.993652
	Iteration 19Q: 3 clusters Score -6435718 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -6436030.500000 Penalty: 5199.993652
	Iteration 20F: 3 clusters Score -6436030 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -6436266.000000 Penalty: 5199.993652
	Iteration 21Q: 3 clusters Score -6436266 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6436401.500000 Penalty: 5199.993652
	Iteration 22Q: 3 clusters Score -6436402 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -6436507.000000 Penalty: 5199.993652
	Iteration 23Q: 3 clusters Score -6436507 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -6436598.000000 Penalty: 5199.993652
	Iteration 24Q: 3 clusters Score -6436598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -6436644.500000 Penalty: 5199.993652
	Iteration 25Q: 3 clusters Score -6436644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -6436674.000000 Penalty: 5199.993652
	Iteration 26Q: 3 clusters Score -6436674 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -6436689.000000 Penalty: 5199.993652
	Iteration 27Q: 3 clusters Score -6436689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6436695.000000 Penalty: 5199.993652
	Iteration 28Q: 3 clusters Score -6436695 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -6436704.000000 Penalty: 5199.993652
	Iteration 29Q: 3 clusters Score -6436704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6436719.500000 Penalty: 5199.993652
	Iteration 30Q: 3 clusters Score -6436720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -6436721.500000 Penalty: 5199.993652
	Iteration 31Q: 3 clusters Score -6436722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -6436732.000000 Penalty: 5199.993652
	Iteration 32Q: 3 clusters Score -6436732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6436746.000000 Penalty: 5199.993652
	Iteration 33Q: 3 clusters Score -6436746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -6436750.500000 Penalty: 5199.993652
	Iteration 34Q: 3 clusters Score -6436750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6436756.500000 Penalty: 5199.993652
	Iteration 35Q: 3 clusters Score -6436756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -6436744.500000 Penalty: 5199.993652
	Iteration 36Q: 3 clusters Score -6436744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6436740.500000 Penalty: 5199.993652
	Iteration 37Q: 3 clusters Score -6436740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -6436744.000000 Penalty: 5199.993652
	Iteration 38Q: 3 clusters Score -6436744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6436741.000000 Penalty: 5199.993652
	Iteration 39Q: 3 clusters Score -6436741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -6436744.000000 Penalty: 5199.993652
	Iteration 40F: 3 clusters Score -6436744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -6436738.500000 Penalty: 5199.993652
	Iteration 41Q: 3 clusters Score -6436738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6436743.500000 Penalty: 5199.993652
	Iteration 42Q: 3 clusters Score -6436744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6436748.000000 Penalty: 5199.993652
	Iteration 43Q: 3 clusters Score -6436748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -6436745.000000 Penalty: 5199.993652
	Iteration 44Q: 3 clusters Score -6436745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -6436746.000000 Penalty: 5199.993652
	Iteration 45Q: 3 clusters Score -6436746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6436745.000000 Penalty: 5199.993652
	Iteration 46Q: 3 clusters Score -6436745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6436746.000000 Penalty: 5199.993652
	Iteration 47Q: 3 clusters Score -6436746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6436746.000000 Penalty: 5199.993652
	Iteration 48F: 3 clusters Score -6436746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1620975.250000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1620975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1613416.750000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1613417 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1615808.500000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1615808 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1616435.875000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1616436 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1617124.500000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1617124 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1617820.875000 Penalty: 4555.058594
	Iteration 4F: 3 clusters Score -1617821 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1618424.375000 Penalty: 4555.058594
	Iteration 5F: 3 clusters Score -1618424 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1618933.250000 Penalty: 4555.058594
	Iteration 6F: 3 clusters Score -1618933 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1619359.875000 Penalty: 4555.058594
	Iteration 7F: 3 clusters Score -1619360 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1619680.750000 Penalty: 4555.058594
	Iteration 8Q: 3 clusters Score -1619681 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1619872.000000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1619872 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1619994.250000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1619994 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1620089.625000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1620090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1620164.250000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1620164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1620211.750000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1620212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1620252.375000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1620252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1620295.125000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1620295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1620318.500000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1620318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1620326.875000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1620327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1620340.000000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1620340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1620354.125000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1620354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1620363.625000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1620364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1620370.875000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1620371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1620368.750000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1620369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1620379.500000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1620380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1620381.125000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1620381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1620382.250000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1620382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1620380.375000 Penalty: 4555.058594
	Iteration 26Q: 3 clusters Score -1620380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1620381.625000 Penalty: 4555.058594
	Iteration 27Q: 3 clusters Score -1620382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1620380.375000 Penalty: 4555.058594
	Iteration 28Q: 3 clusters Score -1620380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1620379.375000 Penalty: 4555.058594
	Iteration 29Q: 3 clusters Score -1620379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1620378.500000 Penalty: 4555.058594
	Iteration 30Q: 3 clusters Score -1620378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1620378.500000 Penalty: 4555.058594
	Iteration 31F: 3 clusters Score -1620378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -179169.718750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -179169.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177245.500000 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -177245.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -177566.062500 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -177566.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -177700.046875 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -177700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177763.140625 Penalty: 3438.977783
	Iteration 3Q: 3 clusters Score -177763.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177791.796875 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -177791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177814.843750 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -177814.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177829.062500 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -177829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177841.609375 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -177841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -177850.171875 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -177850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -177859.765625 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -177859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -177867.078125 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -177867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -177872.765625 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -177872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177875.500000 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -177875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -177877.125000 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -177877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177879.734375 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -177879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177880.187500 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -177880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177880.187500 Penalty: 3438.977783
	Iteration 16F: 3 clusters Score -177880.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -148702.843750 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -148702.8 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 467 members 
Entering Unmasked Estep 
Score: -146918.218750 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -146918.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147264.796875 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -147264.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147443.875000 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -147443.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147588.000000 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -147588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -147681.859375 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -147681.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147747.437500 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -147747.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147790.562500 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -147790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -147808.406250 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -147808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -147812.421875 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -147812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -147821.468750 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -147821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147823.656250 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -147823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -147828.890625 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -147828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -147834.843750 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -147834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147840.250000 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -147840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147841.640625 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -147841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147841.640625 Penalty: 3368.445801
	Iteration 15F: 3 clusters Score -147841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -580286.375000 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -580286.4 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 1732 members 
Entering Unmasked Estep 
Score: -576681.125000 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -576681.1 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -577531.937500 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -577531.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -577812.062500 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -577812.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -578015.187500 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -578015.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -578240.875000 Penalty: 4047.191406
	Iteration 4F: 3 clusters Score -578240.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -578434.750000 Penalty: 4047.191406
	Iteration 5F: 3 clusters Score -578434.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -578578.875000 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -578578.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -578694.187500 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -578694.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -578778.125000 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -578778.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -578846.250000 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -578846.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -578888.000000 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -578888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -578954.062500 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -578954.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -579036.437500 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -579036.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -579123.500000 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -579123.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -579199.937500 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -579199.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -579284.562500 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -579284.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -579387.687500 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -579387.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -579500.500000 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -579500.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -579614.687500 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -579614.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -579746.687500 Penalty: 4047.191406
	Iteration 19Q: 3 clusters Score -579746.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -579847.687500 Penalty: 4047.191406
	Iteration 20F: 3 clusters Score -579847.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -579915.875000 Penalty: 4047.191406
	Iteration 21Q: 3 clusters Score -579915.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -579966.250000 Penalty: 4047.191406
	Iteration 22Q: 3 clusters Score -579966.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -580029.625000 Penalty: 4047.191406
	Iteration 23Q: 3 clusters Score -580029.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -580082.625000 Penalty: 4047.191406
	Iteration 24Q: 3 clusters Score -580082.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -580108.937500 Penalty: 4047.191406
	Iteration 25Q: 3 clusters Score -580108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -580126.437500 Penalty: 4047.191406
	Iteration 26Q: 3 clusters Score -580126.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -580135.187500 Penalty: 4047.191406
	Iteration 27Q: 3 clusters Score -580135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -580142.375000 Penalty: 4047.191406
	Iteration 28Q: 3 clusters Score -580142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -580146.562500 Penalty: 4047.191406
	Iteration 29Q: 3 clusters Score -580146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -580150.062500 Penalty: 4047.191406
	Iteration 30Q: 3 clusters Score -580150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -580152.937500 Penalty: 4047.191406
	Iteration 31Q: 3 clusters Score -580152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -580152.812500 Penalty: 4047.191406
	Iteration 32Q: 3 clusters Score -580152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -580154.687500 Penalty: 4047.191406
	Iteration 33Q: 3 clusters Score -580154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -580158.812500 Penalty: 4047.191406
	Iteration 34F: 3 clusters Score -580158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -580160.687500 Penalty: 4047.191406
	Iteration 35Q: 3 clusters Score -580160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -580162.812500 Penalty: 4047.191406
	Iteration 36Q: 3 clusters Score -580162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -580166.125000 Penalty: 4047.191406
	Iteration 37Q: 3 clusters Score -580166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -580166.250000 Penalty: 4047.191406
	Iteration 38Q: 3 clusters Score -580166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -580167.625000 Penalty: 4047.191406
	Iteration 39Q: 3 clusters Score -580167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -580167.875000 Penalty: 4047.191406
	Iteration 40F: 3 clusters Score -580167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -287016.281250 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -287016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -284682.812500 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -284682.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -285090.031250 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -285090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -285198.750000 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -285198.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -285241.125000 Penalty: 3669.494385
	Iteration 3Q: 3 clusters Score -285241.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285271.687500 Penalty: 3669.494385
	Iteration 4Q: 3 clusters Score -285271.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -285294.031250 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -285294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -285316.593750 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -285316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -285340.062500 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -285340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -285353.031250 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -285353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -285360.718750 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -285360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -285365.375000 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -285365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -285366.781250 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -285366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -285370.937500 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -285370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -285373.406250 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -285373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -285376.218750 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -285376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -285381.781250 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -285381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -285388.281250 Penalty: 3669.494385
	Iteration 16Q: 3 clusters Score -285388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -285395.593750 Penalty: 3669.494385
	Iteration 17Q: 3 clusters Score -285395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -285408.437500 Penalty: 3669.494385
	Iteration 18Q: 3 clusters Score -285408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -285416.968750 Penalty: 3669.494385
	Iteration 19Q: 3 clusters Score -285417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -285423.281250 Penalty: 3669.494385
	Iteration 20F: 3 clusters Score -285423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -285428.625000 Penalty: 3669.494385
	Iteration 21Q: 3 clusters Score -285428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -285435.125000 Penalty: 3669.494385
	Iteration 22Q: 3 clusters Score -285435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -285441.343750 Penalty: 3669.494385
	Iteration 23Q: 3 clusters Score -285441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -285445.593750 Penalty: 3669.494385
	Iteration 24Q: 3 clusters Score -285445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -285450.531250 Penalty: 3669.494385
	Iteration 25Q: 3 clusters Score -285450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -285454.468750 Penalty: 3669.494385
	Iteration 26Q: 3 clusters Score -285454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -285458.593750 Penalty: 3669.494385
	Iteration 27Q: 3 clusters Score -285458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -285459.000000 Penalty: 3669.494385
	Iteration 28Q: 3 clusters Score -285459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -285459.000000 Penalty: 3669.494385
	Iteration 29F: 3 clusters Score -285459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -294837.875000 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -294837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -292321.687500 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -292321.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -293030.875000 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -293030.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293321.781250 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -293321.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -293509.500000 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -293509.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -293650.437500 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -293650.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -293767.187500 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -293767.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -293865.968750 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -293866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -293966.593750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -293966.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -294052.375000 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -294052.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -294084.531250 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -294084.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294105.437500 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -294105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294131.437500 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -294131.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294147.875000 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -294147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294173.093750 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -294173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294182.343750 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -294182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294185.843750 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -294185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294204.250000 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -294204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294212.625000 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -294212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294217.250000 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -294217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294221.781250 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -294221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294224.312500 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -294224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294234.781250 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -294234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294249.375000 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -294249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294267.625000 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -294267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -294287.281250 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -294287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294321.843750 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -294321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294338.281250 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -294338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -294340.187500 Penalty: 3740.674805
	Iteration 27Q: 3 clusters Score -294340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294340.375000 Penalty: 3740.674805
	Iteration 28Q: 3 clusters Score -294340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294340.375000 Penalty: 3740.674805
	Iteration 29F: 3 clusters Score -294340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -1776515.250000 Penalty: 2290.215576
	Iteration 0F: 2 clusters Score -1776515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1768681.000000 Penalty: 4580.431152
	Iteration 0F: 3 clusters Score -1768681 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1771145.250000 Penalty: 4580.431152
	Iteration 1F: 3 clusters Score -1771145 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1771625.000000 Penalty: 4580.431152
	Iteration 2F: 3 clusters Score -1771625 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1772040.875000 Penalty: 4580.431152
	Iteration 3F: 3 clusters Score -1772041 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1772423.250000 Penalty: 4580.431152
	Iteration 4F: 3 clusters Score -1772423 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1772793.500000 Penalty: 4580.431152
	Iteration 5F: 3 clusters Score -1772794 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1773106.375000 Penalty: 4580.431152
	Iteration 6Q: 3 clusters Score -1773106 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1773436.250000 Penalty: 4580.431152
	Iteration 7Q: 3 clusters Score -1773436 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1773761.250000 Penalty: 4580.431152
	Iteration 8Q: 3 clusters Score -1773761 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1774030.125000 Penalty: 4580.431152
	Iteration 9Q: 3 clusters Score -1774030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1774279.375000 Penalty: 4580.431152
	Iteration 10Q: 3 clusters Score -1774279 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1774461.250000 Penalty: 4580.431152
	Iteration 11Q: 3 clusters Score -1774461 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1774570.625000 Penalty: 4580.431152
	Iteration 12Q: 3 clusters Score -1774571 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1774643.125000 Penalty: 4580.431152
	Iteration 13Q: 3 clusters Score -1774643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1774693.375000 Penalty: 4580.431152
	Iteration 14Q: 3 clusters Score -1774693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1774725.250000 Penalty: 4580.431152
	Iteration 15Q: 3 clusters Score -1774725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1774743.000000 Penalty: 4580.431152
	Iteration 16Q: 3 clusters Score -1774743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1774758.750000 Penalty: 4580.431152
	Iteration 17Q: 3 clusters Score -1774759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1774778.875000 Penalty: 4580.431152
	Iteration 18Q: 3 clusters Score -1774779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1774785.375000 Penalty: 4580.431152
	Iteration 19Q: 3 clusters Score -1774785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1774790.500000 Penalty: 4580.431152
	Iteration 20F: 3 clusters Score -1774790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1774800.250000 Penalty: 4580.431152
	Iteration 21Q: 3 clusters Score -1774800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1774802.750000 Penalty: 4580.431152
	Iteration 22Q: 3 clusters Score -1774803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1774810.000000 Penalty: 4580.431152
	Iteration 23Q: 3 clusters Score -1774810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1774809.375000 Penalty: 4580.431152
	Iteration 24Q: 3 clusters Score -1774809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1774810.875000 Penalty: 4580.431152
	Iteration 25Q: 3 clusters Score -1774811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1774812.125000 Penalty: 4580.431152
	Iteration 26Q: 3 clusters Score -1774812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1774812.000000 Penalty: 4580.431152
	Iteration 27Q: 3 clusters Score -1774812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1774814.125000 Penalty: 4580.431152
	Iteration 28Q: 3 clusters Score -1774814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1774816.375000 Penalty: 4580.431152
	Iteration 29Q: 3 clusters Score -1774816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1774817.000000 Penalty: 4580.431152
	Iteration 30Q: 3 clusters Score -1774817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1774819.500000 Penalty: 4580.431152
	Iteration 31Q: 3 clusters Score -1774820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1774822.625000 Penalty: 4580.431152
	Iteration 32Q: 3 clusters Score -1774823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1774819.000000 Penalty: 4580.431152
	Iteration 33Q: 3 clusters Score -1774819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1774820.625000 Penalty: 4580.431152
	Iteration 34Q: 3 clusters Score -1774821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1774821.625000 Penalty: 4580.431152
	Iteration 35Q: 3 clusters Score -1774822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1774821.500000 Penalty: 4580.431152
	Iteration 36Q: 3 clusters Score -1774822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1774821.875000 Penalty: 4580.431152
	Iteration 37Q: 3 clusters Score -1774822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1774821.250000 Penalty: 4580.431152
	Iteration 38Q: 3 clusters Score -1774821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1774825.625000 Penalty: 4580.431152
	Iteration 39Q: 3 clusters Score -1774826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1774826.125000 Penalty: 4580.431152
	Iteration 40F: 3 clusters Score -1774826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1774823.000000 Penalty: 4580.431152
	Iteration 41Q: 3 clusters Score -1774823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1774826.750000 Penalty: 4580.431152
	Iteration 42Q: 3 clusters Score -1774827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1774825.875000 Penalty: 4580.431152
	Iteration 43Q: 3 clusters Score -1774826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1774833.875000 Penalty: 4580.431152
	Iteration 44Q: 3 clusters Score -1774834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1774832.000000 Penalty: 4580.431152
	Iteration 45Q: 3 clusters Score -1774832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1774833.500000 Penalty: 4580.431152
	Iteration 46Q: 3 clusters Score -1774834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1774835.000000 Penalty: 4580.431152
	Iteration 47Q: 3 clusters Score -1774835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1774836.750000 Penalty: 4580.431152
	Iteration 48Q: 3 clusters Score -1774837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1774836.000000 Penalty: 4580.431152
	Iteration 49Q: 3 clusters Score -1774836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1774838.375000 Penalty: 4580.431152
	Iteration 50Q: 3 clusters Score -1774838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1774840.625000 Penalty: 4580.431152
	Iteration 51Q: 3 clusters Score -1774841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1774841.750000 Penalty: 4580.431152
	Iteration 52Q: 3 clusters Score -1774842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1774838.625000 Penalty: 4580.431152
	Iteration 53Q: 3 clusters Score -1774839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1774840.125000 Penalty: 4580.431152
	Iteration 54Q: 3 clusters Score -1774840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1774843.000000 Penalty: 4580.431152
	Iteration 55Q: 3 clusters Score -1774843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1774843.625000 Penalty: 4580.431152
	Iteration 56Q: 3 clusters Score -1774844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1774846.000000 Penalty: 4580.431152
	Iteration 57Q: 3 clusters Score -1774846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1774844.125000 Penalty: 4580.431152
	Iteration 58Q: 3 clusters Score -1774844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1774844.125000 Penalty: 4580.431152
	Iteration 59Q: 3 clusters Score -1774844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1774844.125000 Penalty: 4580.431152
	Iteration 60F: 3 clusters Score -1774844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -873943.187500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -873943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -869259.687500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -869259.7 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -870667.000000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -870667 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -871242.000000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -871242 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -871730.812500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -871730.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -872126.687500 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -872126.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -872481.875000 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -872481.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -872863.125000 Penalty: 4251.553711
	Iteration 6F: 3 clusters Score -872863.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -873112.750000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -873112.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -873230.687500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -873230.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -873301.375000 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -873301.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -873343.375000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -873343.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -873361.750000 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -873361.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -873378.125000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -873378.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -873388.125000 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -873388.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -873398.687500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -873398.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -873405.937500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -873405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -873409.500000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -873409.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -873414.437500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -873414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -873416.812500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -873416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -873420.750000 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -873420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -873422.562500 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -873422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -873424.687500 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -873424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -873426.250000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -873426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -873427.562500 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -873427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -873428.312500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -873428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -873427.562500 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -873427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -873427.562500 Penalty: 4251.553711
	Iteration 26F: 3 clusters Score -873427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Entering Unmasked Estep 
Score: -3007183.250000 Penalty: 2424.489014
	Iteration 0F: 2 clusters Score -3007183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2994597.500000 Penalty: 4848.978027
	Iteration 0F: 3 clusters Score -2994598 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2999180.500000 Penalty: 4848.978027
	Iteration 1F: 3 clusters Score -2999180 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3000469.500000 Penalty: 4848.978027
	Iteration 2F: 3 clusters Score -3000470 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3002213.750000 Penalty: 4848.978027
	Iteration 3F: 3 clusters Score -3002214 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3003743.750000 Penalty: 4848.978027
	Iteration 4F: 3 clusters Score -3003744 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3004749.000000 Penalty: 4848.978027
	Iteration 5F: 3 clusters Score -3004749 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3005280.750000 Penalty: 4848.978027
	Iteration 6F: 3 clusters Score -3005281 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3005579.750000 Penalty: 4848.978027
	Iteration 7Q: 3 clusters Score -3005580 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3005736.250000 Penalty: 4848.978027
	Iteration 8Q: 3 clusters Score -3005736 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3005831.500000 Penalty: 4848.978027
	Iteration 9Q: 3 clusters Score -3005832 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3005892.500000 Penalty: 4848.978027
	Iteration 10Q: 3 clusters Score -3005892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3005922.500000 Penalty: 4848.978027
	Iteration 11Q: 3 clusters Score -3005922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3005958.500000 Penalty: 4848.978027
	Iteration 12Q: 3 clusters Score -3005958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3005995.750000 Penalty: 4848.978027
	Iteration 13Q: 3 clusters Score -3005996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3006014.250000 Penalty: 4848.978027
	Iteration 14Q: 3 clusters Score -3006014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3006023.750000 Penalty: 4848.978027
	Iteration 15Q: 3 clusters Score -3006024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3006045.500000 Penalty: 4848.978027
	Iteration 16Q: 3 clusters Score -3006046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3006055.750000 Penalty: 4848.978027
	Iteration 17Q: 3 clusters Score -3006056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3006063.750000 Penalty: 4848.978027
	Iteration 18Q: 3 clusters Score -3006064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3006065.750000 Penalty: 4848.978027
	Iteration 19Q: 3 clusters Score -3006066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3006071.500000 Penalty: 4848.978027
	Iteration 20F: 3 clusters Score -3006072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3006077.500000 Penalty: 4848.978027
	Iteration 21Q: 3 clusters Score -3006078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3006100.500000 Penalty: 4848.978027
	Iteration 22Q: 3 clusters Score -3006100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3006121.000000 Penalty: 4848.978027
	Iteration 23Q: 3 clusters Score -3006121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3006135.000000 Penalty: 4848.978027
	Iteration 24Q: 3 clusters Score -3006135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3006139.500000 Penalty: 4848.978027
	Iteration 25Q: 3 clusters Score -3006140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3006152.000000 Penalty: 4848.978027
	Iteration 26Q: 3 clusters Score -3006152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3006160.000000 Penalty: 4848.978027
	Iteration 27Q: 3 clusters Score -3006160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3006170.250000 Penalty: 4848.978027
	Iteration 28Q: 3 clusters Score -3006170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3006174.500000 Penalty: 4848.978027
	Iteration 29Q: 3 clusters Score -3006174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3006179.500000 Penalty: 4848.978027
	Iteration 30Q: 3 clusters Score -3006180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3006192.000000 Penalty: 4848.978027
	Iteration 31Q: 3 clusters Score -3006192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3006202.250000 Penalty: 4848.978027
	Iteration 32Q: 3 clusters Score -3006202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3006211.250000 Penalty: 4848.978027
	Iteration 33Q: 3 clusters Score -3006211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3006222.500000 Penalty: 4848.978027
	Iteration 34Q: 3 clusters Score -3006222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3006230.250000 Penalty: 4848.978027
	Iteration 35Q: 3 clusters Score -3006230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3006231.250000 Penalty: 4848.978027
	Iteration 36Q: 3 clusters Score -3006231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3006246.250000 Penalty: 4848.978027
	Iteration 37Q: 3 clusters Score -3006246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3006254.000000 Penalty: 4848.978027
	Iteration 38Q: 3 clusters Score -3006254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3006260.000000 Penalty: 4848.978027
	Iteration 39Q: 3 clusters Score -3006260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3006264.000000 Penalty: 4848.978027
	Iteration 40F: 3 clusters Score -3006264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3006263.500000 Penalty: 4848.978027
	Iteration 41Q: 3 clusters Score -3006264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3006266.500000 Penalty: 4848.978027
	Iteration 42Q: 3 clusters Score -3006266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3006274.750000 Penalty: 4848.978027
	Iteration 43Q: 3 clusters Score -3006275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3006281.750000 Penalty: 4848.978027
	Iteration 44Q: 3 clusters Score -3006282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3006287.250000 Penalty: 4848.978027
	Iteration 45Q: 3 clusters Score -3006287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3006290.500000 Penalty: 4848.978027
	Iteration 46Q: 3 clusters Score -3006290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3006299.500000 Penalty: 4848.978027
	Iteration 47Q: 3 clusters Score -3006300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3006310.500000 Penalty: 4848.978027
	Iteration 48Q: 3 clusters Score -3006310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3006318.000000 Penalty: 4848.978027
	Iteration 49Q: 3 clusters Score -3006318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3006324.750000 Penalty: 4848.978027
	Iteration 50Q: 3 clusters Score -3006325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3006325.000000 Penalty: 4848.978027
	Iteration 51Q: 3 clusters Score -3006325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3006327.250000 Penalty: 4848.978027
	Iteration 52Q: 3 clusters Score -3006327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3006343.000000 Penalty: 4848.978027
	Iteration 53Q: 3 clusters Score -3006343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3006339.250000 Penalty: 4848.978027
	Iteration 54Q: 3 clusters Score -3006339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3006345.500000 Penalty: 4848.978027
	Iteration 55Q: 3 clusters Score -3006346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3006346.750000 Penalty: 4848.978027
	Iteration 56Q: 3 clusters Score -3006347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3006342.750000 Penalty: 4848.978027
	Iteration 57Q: 3 clusters Score -3006343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3006347.000000 Penalty: 4848.978027
	Iteration 58Q: 3 clusters Score -3006347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3006350.250000 Penalty: 4848.978027
	Iteration 59Q: 3 clusters Score -3006350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3006345.250000 Penalty: 4848.978027
	Iteration 60F: 3 clusters Score -3006345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3006342.000000 Penalty: 4848.978027
	Iteration 61Q: 3 clusters Score -3006342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3006351.250000 Penalty: 4848.978027
	Iteration 62Q: 3 clusters Score -3006351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3006351.250000 Penalty: 4848.978027
	Iteration 63Q: 3 clusters Score -3006351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3006352.750000 Penalty: 4848.978027
	Iteration 64Q: 3 clusters Score -3006353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3006355.500000 Penalty: 4848.978027
	Iteration 65Q: 3 clusters Score -3006356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3006360.750000 Penalty: 4848.978027
	Iteration 66Q: 3 clusters Score -3006361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3006359.250000 Penalty: 4848.978027
	Iteration 67Q: 3 clusters Score -3006359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3006358.000000 Penalty: 4848.978027
	Iteration 68Q: 3 clusters Score -3006358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3006363.250000 Penalty: 4848.978027
	Iteration 69Q: 3 clusters Score -3006363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3006362.000000 Penalty: 4848.978027
	Iteration 70Q: 3 clusters Score -3006362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3006362.750000 Penalty: 4848.978027
	Iteration 71Q: 3 clusters Score -3006363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3006367.500000 Penalty: 4848.978027
	Iteration 72Q: 3 clusters Score -3006368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3006367.500000 Penalty: 4848.978027
	Iteration 73Q: 3 clusters Score -3006368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3006363.750000 Penalty: 4848.978027
	Iteration 74Q: 3 clusters Score -3006364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3006367.500000 Penalty: 4848.978027
	Iteration 75Q: 3 clusters Score -3006368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3006367.750000 Penalty: 4848.978027
	Iteration 76Q: 3 clusters Score -3006368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3006366.000000 Penalty: 4848.978027
	Iteration 77Q: 3 clusters Score -3006366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3006366.000000 Penalty: 4848.978027
	Iteration 78F: 3 clusters Score -3006366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -62278.800781 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -62278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60915.433594 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60915.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61080.765625 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -61080.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61133.312500 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -61133.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61160.125000 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -61160.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61198.136719 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -61198.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61230.808594 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -61230.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61243.035156 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -61243.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61245.917969 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -61245.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61250.992188 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -61250.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61252.394531 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -61252.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61255.531250 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -61255.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61255.531250 Penalty: 2966.781494
	Iteration 11F: 3 clusters Score -61255.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -77602.671875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -77602.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76079.023438 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -76079.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76301.601562 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -76301.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76359.203125 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -76359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76400.382812 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -76400.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76416.148438 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -76416.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76426.210938 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -76426.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76428.703125 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -76428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76428.703125 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -76428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -63360.691406 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -63360.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62094.062500 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -62094.06 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62395.328125 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -62395.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -62519.628906 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -62519.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -62561.980469 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -62561.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62591.578125 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -62591.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -62617.421875 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -62617.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62637.156250 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -62637.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62637.156250 Penalty: 3045.382812
	Iteration 7F: 3 clusters Score -62637.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -351888.843750 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -351888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -349296.406250 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -349296.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -349757.406250 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -349757.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -349844.875000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -349844.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -349881.781250 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -349881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -349902.468750 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -349902.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -349916.093750 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -349916.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -349925.218750 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -349925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349936.750000 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -349936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -349946.406250 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -349946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -349953.718750 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -349953.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -349964.468750 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -349964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -349968.093750 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -349968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -349970.468750 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -349970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -349972.718750 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -349972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -349977.968750 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -349978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -349981.187500 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -349981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -349985.750000 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -349985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -349989.250000 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -349989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -349993.843750 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -349993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -349997.468750 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -349997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -350000.968750 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -350001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350004.312500 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -350004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -350007.062500 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -350007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -350011.468750 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -350011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -350014.250000 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -350014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -350014.750000 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -350014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -350015.562500 Penalty: 3766.563477
	Iteration 26Q: 3 clusters Score -350015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350017.968750 Penalty: 3766.563477
	Iteration 27Q: 3 clusters Score -350018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -350017.718750 Penalty: 3766.563477
	Iteration 28Q: 3 clusters Score -350017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350018.531250 Penalty: 3766.563477
	Iteration 29Q: 3 clusters Score -350018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350020.531250 Penalty: 3766.563477
	Iteration 30Q: 3 clusters Score -350020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -350022.906250 Penalty: 3766.563477
	Iteration 31Q: 3 clusters Score -350022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -350026.562500 Penalty: 3766.563477
	Iteration 32Q: 3 clusters Score -350026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -350030.000000 Penalty: 3766.563477
	Iteration 33Q: 3 clusters Score -350030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -350032.750000 Penalty: 3766.563477
	Iteration 34Q: 3 clusters Score -350032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350036.093750 Penalty: 3766.563477
	Iteration 35Q: 3 clusters Score -350036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -350037.937500 Penalty: 3766.563477
	Iteration 36Q: 3 clusters Score -350037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -350040.218750 Penalty: 3766.563477
	Iteration 37Q: 3 clusters Score -350040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -350042.218750 Penalty: 3766.563477
	Iteration 38Q: 3 clusters Score -350042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -350042.687500 Penalty: 3766.563477
	Iteration 39Q: 3 clusters Score -350042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -350043.750000 Penalty: 3766.563477
	Iteration 40F: 3 clusters Score -350043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -350047.406250 Penalty: 3766.563477
	Iteration 41Q: 3 clusters Score -350047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -350048.656250 Penalty: 3766.563477
	Iteration 42Q: 3 clusters Score -350048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350050.187500 Penalty: 3766.563477
	Iteration 43Q: 3 clusters Score -350050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350051.843750 Penalty: 3766.563477
	Iteration 44Q: 3 clusters Score -350051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350051.843750 Penalty: 3766.563477
	Iteration 45F: 3 clusters Score -350051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117836.812500 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117836.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118125.851562 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118125.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118225.351562 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118225.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118303.515625 Penalty: 3288.164062
	Iteration 3Q: 3 clusters Score -118303.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118395.781250 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -118395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118521.101562 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -118521.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118683.890625 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -118683.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118824.351562 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -118824.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118870.585938 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -118870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118903.140625 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -118903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -118937.804688 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -118937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118987.437500 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -118987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -119010.125000 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -119021.250000 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -119021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119030.117188 Penalty: 3288.164062
	Iteration 14Q: 3 clusters Score -119030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119038.664062 Penalty: 3288.164062
	Iteration 15Q: 3 clusters Score -119038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -119040.101562 Penalty: 3288.164062
	Iteration 16Q: 3 clusters Score -119040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -119041.531250 Penalty: 3288.164062
	Iteration 17F: 3 clusters Score -119041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119060.421875 Penalty: 3288.164062
	Iteration 18Q: 3 clusters Score -119060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -119071.671875 Penalty: 3288.164062
	Iteration 19Q: 3 clusters Score -119071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -119102.226562 Penalty: 3288.164062
	Iteration 20F: 3 clusters Score -119102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119136.429688 Penalty: 3288.164062
	Iteration 21Q: 3 clusters Score -119136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -119163.398438 Penalty: 3288.164062
	Iteration 22Q: 3 clusters Score -119163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -119187.976562 Penalty: 3288.164062
	Iteration 23Q: 3 clusters Score -119188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -119200.351562 Penalty: 3288.164062
	Iteration 24Q: 3 clusters Score -119200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -119208.070312 Penalty: 3288.164062
	Iteration 25Q: 3 clusters Score -119208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -119214.750000 Penalty: 3288.164062
	Iteration 26Q: 3 clusters Score -119214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -119218.984375 Penalty: 3288.164062
	Iteration 27Q: 3 clusters Score -119219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -119238.765625 Penalty: 3288.164062
	Iteration 28Q: 3 clusters Score -119238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119278.484375 Penalty: 3288.164062
	Iteration 29Q: 3 clusters Score -119278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -119295.390625 Penalty: 3288.164062
	Iteration 30Q: 3 clusters Score -119295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -119314.085938 Penalty: 3288.164062
	Iteration 31Q: 3 clusters Score -119314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -119344.804688 Penalty: 3288.164062
	Iteration 32Q: 3 clusters Score -119344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -119381.437500 Penalty: 3288.164062
	Iteration 33Q: 3 clusters Score -119381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -119402.296875 Penalty: 3288.164062
	Iteration 34Q: 3 clusters Score -119402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -119410.593750 Penalty: 3288.164062
	Iteration 35Q: 3 clusters Score -119410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -119418.226562 Penalty: 3288.164062
	Iteration 36Q: 3 clusters Score -119418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -119424.007812 Penalty: 3288.164062
	Iteration 37Q: 3 clusters Score -119424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -119427.695312 Penalty: 3288.164062
	Iteration 38Q: 3 clusters Score -119427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119431.890625 Penalty: 3288.164062
	Iteration 39Q: 3 clusters Score -119431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119432.406250 Penalty: 3288.164062
	Iteration 40F: 3 clusters Score -119432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119449.203125 Penalty: 3288.164062
	Iteration 41Q: 3 clusters Score -119449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -119483.414062 Penalty: 3288.164062
	Iteration 42Q: 3 clusters Score -119483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -119489.406250 Penalty: 3288.164062
	Iteration 43Q: 3 clusters Score -119489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -119492.765625 Penalty: 3288.164062
	Iteration 44Q: 3 clusters Score -119492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -119492.765625 Penalty: 3288.164062
	Iteration 45F: 3 clusters Score -119492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (36306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Entering Unmasked Estep 
Score: -6384317.000000 Penalty: 2603.935303
	Iteration 0F: 2 clusters Score -6384317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -6360042.000000 Penalty: 5207.870605
	Iteration 0F: 3 clusters Score -6360042 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -6369151.500000 Penalty: 5207.870605
	Iteration 1F: 3 clusters Score -6369152 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -6369687.000000 Penalty: 5207.870605
	Iteration 2Q: 3 clusters Score -6369687 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -6370281.500000 Penalty: 5207.870605
	Iteration 3Q: 3 clusters Score -6370282 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -6370923.000000 Penalty: 5207.870605
	Iteration 4Q: 3 clusters Score -6370923 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -6371830.500000 Penalty: 5207.870605
	Iteration 5F: 3 clusters Score -6371830 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -6372855.000000 Penalty: 5207.870605
	Iteration 6F: 3 clusters Score -6372855 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -6374098.000000 Penalty: 5207.870605
	Iteration 7F: 3 clusters Score -6374098 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -6375397.500000 Penalty: 5207.870605
	Iteration 8F: 3 clusters Score -6375398 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -6376496.500000 Penalty: 5207.870605
	Iteration 9F: 3 clusters Score -6376496 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -6377468.000000 Penalty: 5207.870605
	Iteration 10Q: 3 clusters Score -6377468 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -6378369.500000 Penalty: 5207.870605
	Iteration 11Q: 3 clusters Score -6378370 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -6379286.000000 Penalty: 5207.870605
	Iteration 12Q: 3 clusters Score -6379286 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6380151.000000 Penalty: 5207.870605
	Iteration 13Q: 3 clusters Score -6380151 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6380788.000000 Penalty: 5207.870605
	Iteration 14Q: 3 clusters Score -6380788 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6381271.000000 Penalty: 5207.870605
	Iteration 15Q: 3 clusters Score -6381271 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6381630.500000 Penalty: 5207.870605
	Iteration 16Q: 3 clusters Score -6381630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6381873.000000 Penalty: 5207.870605
	Iteration 17Q: 3 clusters Score -6381873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6381995.500000 Penalty: 5207.870605
	Iteration 18Q: 3 clusters Score -6381996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6382104.500000 Penalty: 5207.870605
	Iteration 19Q: 3 clusters Score -6382104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6382163.000000 Penalty: 5207.870605
	Iteration 20F: 3 clusters Score -6382163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6382195.000000 Penalty: 5207.870605
	Iteration 21Q: 3 clusters Score -6382195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6382207.000000 Penalty: 5207.870605
	Iteration 22Q: 3 clusters Score -6382207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6382228.000000 Penalty: 5207.870605
	Iteration 23Q: 3 clusters Score -6382228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6382240.000000 Penalty: 5207.870605
	Iteration 24Q: 3 clusters Score -6382240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6382257.500000 Penalty: 5207.870605
	Iteration 25Q: 3 clusters Score -6382258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6382284.000000 Penalty: 5207.870605
	Iteration 26Q: 3 clusters Score -6382284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6382294.000000 Penalty: 5207.870605
	Iteration 27Q: 3 clusters Score -6382294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6382302.000000 Penalty: 5207.870605
	Iteration 28Q: 3 clusters Score -6382302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6382298.500000 Penalty: 5207.870605
	Iteration 29Q: 3 clusters Score -6382298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6382299.000000 Penalty: 5207.870605
	Iteration 30Q: 3 clusters Score -6382299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6382308.000000 Penalty: 5207.870605
	Iteration 31Q: 3 clusters Score -6382308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6382311.500000 Penalty: 5207.870605
	Iteration 32Q: 3 clusters Score -6382312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6382317.500000 Penalty: 5207.870605
	Iteration 33Q: 3 clusters Score -6382318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6382329.000000 Penalty: 5207.870605
	Iteration 34Q: 3 clusters Score -6382329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6382341.000000 Penalty: 5207.870605
	Iteration 35Q: 3 clusters Score -6382341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6382339.500000 Penalty: 5207.870605
	Iteration 36Q: 3 clusters Score -6382340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6382352.000000 Penalty: 5207.870605
	Iteration 37Q: 3 clusters Score -6382352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6382356.500000 Penalty: 5207.870605
	Iteration 38Q: 3 clusters Score -6382356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6382345.000000 Penalty: 5207.870605
	Iteration 39Q: 3 clusters Score -6382345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6382342.500000 Penalty: 5207.870605
	Iteration 40F: 3 clusters Score -6382342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6382367.000000 Penalty: 5207.870605
	Iteration 41Q: 3 clusters Score -6382367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6382372.000000 Penalty: 5207.870605
	Iteration 42Q: 3 clusters Score -6382372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6382371.500000 Penalty: 5207.870605
	Iteration 43Q: 3 clusters Score -6382372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6382378.500000 Penalty: 5207.870605
	Iteration 44Q: 3 clusters Score -6382378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6382380.500000 Penalty: 5207.870605
	Iteration 45Q: 3 clusters Score -6382380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6382402.500000 Penalty: 5207.870605
	Iteration 46Q: 3 clusters Score -6382402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6382412.500000 Penalty: 5207.870605
	Iteration 47Q: 3 clusters Score -6382412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6382416.000000 Penalty: 5207.870605
	Iteration 48Q: 3 clusters Score -6382416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6382419.500000 Penalty: 5207.870605
	Iteration 49Q: 3 clusters Score -6382420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6382412.000000 Penalty: 5207.870605
	Iteration 50Q: 3 clusters Score -6382412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6382412.000000 Penalty: 5207.870605
	Iteration 51F: 3 clusters Score -6382412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (36479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Entering Unmasked Estep 
Score: -6600557.500000 Penalty: 2605.114014
	Iteration 0F: 2 clusters Score -6600558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -6577381.000000 Penalty: 5210.228027
	Iteration 0F: 3 clusters Score -6577381 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -6586399.000000 Penalty: 5210.228027
	Iteration 1F: 3 clusters Score -6586399 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6586989.500000 Penalty: 5210.228027
	Iteration 2Q: 3 clusters Score -6586990 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -6587647.500000 Penalty: 5210.228027
	Iteration 3Q: 3 clusters Score -6587648 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -6588287.000000 Penalty: 5210.228027
	Iteration 4Q: 3 clusters Score -6588287 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -6588888.500000 Penalty: 5210.228027
	Iteration 5Q: 3 clusters Score -6588888 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6589526.500000 Penalty: 5210.228027
	Iteration 6Q: 3 clusters Score -6589526 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6590175.500000 Penalty: 5210.228027
	Iteration 7Q: 3 clusters Score -6590176 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6590841.500000 Penalty: 5210.228027
	Iteration 8Q: 3 clusters Score -6590842 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -6591624.000000 Penalty: 5210.228027
	Iteration 9Q: 3 clusters Score -6591624 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6592420.500000 Penalty: 5210.228027
	Iteration 10Q: 3 clusters Score -6592420 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -6593353.000000 Penalty: 5210.228027
	Iteration 11Q: 3 clusters Score -6593353 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -6594411.500000 Penalty: 5210.228027
	Iteration 12Q: 3 clusters Score -6594412 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6595545.500000 Penalty: 5210.228027
	Iteration 13Q: 3 clusters Score -6595546 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6596585.500000 Penalty: 5210.228027
	Iteration 14Q: 3 clusters Score -6596586 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -6597272.500000 Penalty: 5210.228027
	Iteration 15Q: 3 clusters Score -6597272 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -6597712.500000 Penalty: 5210.228027
	Iteration 16Q: 3 clusters Score -6597712 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6597962.000000 Penalty: 5210.228027
	Iteration 17Q: 3 clusters Score -6597962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6598093.000000 Penalty: 5210.228027
	Iteration 18Q: 3 clusters Score -6598093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -6598208.000000 Penalty: 5210.228027
	Iteration 19Q: 3 clusters Score -6598208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -6598247.000000 Penalty: 5210.228027
	Iteration 20F: 3 clusters Score -6598247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -6598280.000000 Penalty: 5210.228027
	Iteration 21Q: 3 clusters Score -6598280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -6598313.500000 Penalty: 5210.228027
	Iteration 22Q: 3 clusters Score -6598314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -6598329.500000 Penalty: 5210.228027
	Iteration 23Q: 3 clusters Score -6598330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -6598341.000000 Penalty: 5210.228027
	Iteration 24Q: 3 clusters Score -6598341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -6598353.500000 Penalty: 5210.228027
	Iteration 25Q: 3 clusters Score -6598354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -6598374.000000 Penalty: 5210.228027
	Iteration 26Q: 3 clusters Score -6598374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -6598404.000000 Penalty: 5210.228027
	Iteration 27Q: 3 clusters Score -6598404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -6598417.500000 Penalty: 5210.228027
	Iteration 28Q: 3 clusters Score -6598418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6598426.500000 Penalty: 5210.228027
	Iteration 29Q: 3 clusters Score -6598426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -6598428.000000 Penalty: 5210.228027
	Iteration 30Q: 3 clusters Score -6598428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -6598430.500000 Penalty: 5210.228027
	Iteration 31Q: 3 clusters Score -6598430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -6598433.500000 Penalty: 5210.228027
	Iteration 32Q: 3 clusters Score -6598434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -6598438.000000 Penalty: 5210.228027
	Iteration 33Q: 3 clusters Score -6598438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -6598441.500000 Penalty: 5210.228027
	Iteration 34Q: 3 clusters Score -6598442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6598440.500000 Penalty: 5210.228027
	Iteration 35Q: 3 clusters Score -6598440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6598440.500000 Penalty: 5210.228027
	Iteration 36F: 3 clusters Score -6598440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (39927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Entering Unmasked Estep 
Score: -6960410.500000 Penalty: 2627.512207
	Iteration 0F: 2 clusters Score -6960410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -6933998.000000 Penalty: 5255.024414
	Iteration 0F: 3 clusters Score -6933998 nChanged 18266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -6944384.500000 Penalty: 5255.024414
	Iteration 1F: 3 clusters Score -6944384 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6945395.000000 Penalty: 5255.024414
	Iteration 2F: 3 clusters Score -6945395 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6946616.500000 Penalty: 5255.024414
	Iteration 3F: 3 clusters Score -6946616 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6948381.500000 Penalty: 5255.024414
	Iteration 4F: 3 clusters Score -6948382 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6950667.500000 Penalty: 5255.024414
	Iteration 5F: 3 clusters Score -6950668 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -6952952.000000 Penalty: 5255.024414
	Iteration 6F: 3 clusters Score -6952952 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6954819.500000 Penalty: 5255.024414
	Iteration 7F: 3 clusters Score -6954820 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -6956155.500000 Penalty: 5255.024414
	Iteration 8Q: 3 clusters Score -6956156 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6956968.000000 Penalty: 5255.024414
	Iteration 9Q: 3 clusters Score -6956968 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -6957445.000000 Penalty: 5255.024414
	Iteration 10Q: 3 clusters Score -6957445 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6957776.000000 Penalty: 5255.024414
	Iteration 11Q: 3 clusters Score -6957776 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6957945.000000 Penalty: 5255.024414
	Iteration 12Q: 3 clusters Score -6957945 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6958115.000000 Penalty: 5255.024414
	Iteration 13Q: 3 clusters Score -6958115 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -6958229.000000 Penalty: 5255.024414
	Iteration 14Q: 3 clusters Score -6958229 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -6958321.000000 Penalty: 5255.024414
	Iteration 15Q: 3 clusters Score -6958321 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6958406.000000 Penalty: 5255.024414
	Iteration 16Q: 3 clusters Score -6958406 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -6958499.000000 Penalty: 5255.024414
	Iteration 17Q: 3 clusters Score -6958499 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6958578.500000 Penalty: 5255.024414
	Iteration 18Q: 3 clusters Score -6958578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6958613.000000 Penalty: 5255.024414
	Iteration 19Q: 3 clusters Score -6958613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -6958653.500000 Penalty: 5255.024414
	Iteration 20F: 3 clusters Score -6958654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6958697.000000 Penalty: 5255.024414
	Iteration 21Q: 3 clusters Score -6958697 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -6958722.000000 Penalty: 5255.024414
	Iteration 22Q: 3 clusters Score -6958722 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -6958718.000000 Penalty: 5255.024414
	Iteration 23Q: 3 clusters Score -6958718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -6958742.000000 Penalty: 5255.024414
	Iteration 24Q: 3 clusters Score -6958742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6958783.000000 Penalty: 5255.024414
	Iteration 25Q: 3 clusters Score -6958783 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -6958777.500000 Penalty: 5255.024414
	Iteration 26Q: 3 clusters Score -6958778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6958810.000000 Penalty: 5255.024414
	Iteration 27Q: 3 clusters Score -6958810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -6958812.500000 Penalty: 5255.024414
	Iteration 28Q: 3 clusters Score -6958812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6958828.500000 Penalty: 5255.024414
	Iteration 29Q: 3 clusters Score -6958828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -6958839.000000 Penalty: 5255.024414
	Iteration 30Q: 3 clusters Score -6958839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6958851.500000 Penalty: 5255.024414
	Iteration 31Q: 3 clusters Score -6958852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6958856.000000 Penalty: 5255.024414
	Iteration 32Q: 3 clusters Score -6958856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -6958865.500000 Penalty: 5255.024414
	Iteration 33Q: 3 clusters Score -6958866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -6958879.000000 Penalty: 5255.024414
	Iteration 34Q: 3 clusters Score -6958879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6958883.000000 Penalty: 5255.024414
	Iteration 35Q: 3 clusters Score -6958883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6958882.000000 Penalty: 5255.024414
	Iteration 36Q: 3 clusters Score -6958882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6958884.500000 Penalty: 5255.024414
	Iteration 37Q: 3 clusters Score -6958884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -6958889.500000 Penalty: 5255.024414
	Iteration 38Q: 3 clusters Score -6958890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -6958897.500000 Penalty: 5255.024414
	Iteration 39Q: 3 clusters Score -6958898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6958906.000000 Penalty: 5255.024414
	Iteration 40F: 3 clusters Score -6958906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6958906.500000 Penalty: 5255.024414
	Iteration 41Q: 3 clusters Score -6958906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -6958908.000000 Penalty: 5255.024414
	Iteration 42Q: 3 clusters Score -6958908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -6958920.500000 Penalty: 5255.024414
	Iteration 43Q: 3 clusters Score -6958920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -6958934.000000 Penalty: 5255.024414
	Iteration 44Q: 3 clusters Score -6958934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -6958943.000000 Penalty: 5255.024414
	Iteration 45Q: 3 clusters Score -6958943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -6958919.500000 Penalty: 5255.024414
	Iteration 46Q: 3 clusters Score -6958920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6958917.000000 Penalty: 5255.024414
	Iteration 47Q: 3 clusters Score -6958917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -6958924.000000 Penalty: 5255.024414
	Iteration 48Q: 3 clusters Score -6958924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -6958912.500000 Penalty: 5255.024414
	Iteration 49Q: 3 clusters Score -6958912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -6958912.000000 Penalty: 5255.024414
	Iteration 50Q: 3 clusters Score -6958912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6958928.000000 Penalty: 5255.024414
	Iteration 51Q: 3 clusters Score -6958928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -6958934.000000 Penalty: 5255.024414
	Iteration 52Q: 3 clusters Score -6958934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6958932.000000 Penalty: 5255.024414
	Iteration 53Q: 3 clusters Score -6958932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6958947.000000 Penalty: 5255.024414
	Iteration 54Q: 3 clusters Score -6958947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6958944.500000 Penalty: 5255.024414
	Iteration 55Q: 3 clusters Score -6958944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -6958940.500000 Penalty: 5255.024414
	Iteration 56Q: 3 clusters Score -6958940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -6958934.000000 Penalty: 5255.024414
	Iteration 57Q: 3 clusters Score -6958934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -6958933.500000 Penalty: 5255.024414
	Iteration 58Q: 3 clusters Score -6958934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -6958928.500000 Penalty: 5255.024414
	Iteration 59Q: 3 clusters Score -6958928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6958934.000000 Penalty: 5255.024414
	Iteration 60F: 3 clusters Score -6958934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -6958939.000000 Penalty: 5255.024414
	Iteration 61Q: 3 clusters Score -6958939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6958940.000000 Penalty: 5255.024414
	Iteration 62Q: 3 clusters Score -6958940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -6958934.500000 Penalty: 5255.024414
	Iteration 63Q: 3 clusters Score -6958934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6958934.500000 Penalty: 5255.024414
	Iteration 64Q: 3 clusters Score -6958934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -6958937.000000 Penalty: 5255.024414
	Iteration 65Q: 3 clusters Score -6958937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -6958941.000000 Penalty: 5255.024414
	Iteration 66Q: 3 clusters Score -6958941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -6958933.500000 Penalty: 5255.024414
	Iteration 67Q: 3 clusters Score -6958934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -6958937.500000 Penalty: 5255.024414
	Iteration 68Q: 3 clusters Score -6958938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -6958942.500000 Penalty: 5255.024414
	Iteration 69Q: 3 clusters Score -6958942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -6958943.000000 Penalty: 5255.024414
	Iteration 70Q: 3 clusters Score -6958943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -6958936.500000 Penalty: 5255.024414
	Iteration 71Q: 3 clusters Score -6958936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -6958944.500000 Penalty: 5255.024414
	Iteration 72Q: 3 clusters Score -6958944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -6958953.000000 Penalty: 5255.024414
	Iteration 73Q: 3 clusters Score -6958953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -6958955.500000 Penalty: 5255.024414
	Iteration 74Q: 3 clusters Score -6958956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6958950.000000 Penalty: 5255.024414
	Iteration 75Q: 3 clusters Score -6958950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6958954.000000 Penalty: 5255.024414
	Iteration 76Q: 3 clusters Score -6958954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -6958966.000000 Penalty: 5255.024414
	Iteration 77Q: 3 clusters Score -6958966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -6958953.500000 Penalty: 5255.024414
	Iteration 78Q: 3 clusters Score -6958954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -6958971.500000 Penalty: 5255.024414
	Iteration 79Q: 3 clusters Score -6958972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -6958963.000000 Penalty: 5255.024414
	Iteration 80F: 3 clusters Score -6958963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6958973.500000 Penalty: 5255.024414
	Iteration 81Q: 3 clusters Score -6958974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6958969.000000 Penalty: 5255.024414
	Iteration 82Q: 3 clusters Score -6958969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6958968.000000 Penalty: 5255.024414
	Iteration 83Q: 3 clusters Score -6958968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -6958959.500000 Penalty: 5255.024414
	Iteration 84Q: 3 clusters Score -6958960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -6958971.000000 Penalty: 5255.024414
	Iteration 85Q: 3 clusters Score -6958971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -6958980.500000 Penalty: 5255.024414
	Iteration 86Q: 3 clusters Score -6958980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -6958984.500000 Penalty: 5255.024414
	Iteration 87Q: 3 clusters Score -6958984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -6958983.000000 Penalty: 5255.024414
	Iteration 88Q: 3 clusters Score -6958983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6958992.000000 Penalty: 5255.024414
	Iteration 89Q: 3 clusters Score -6958992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -6958984.500000 Penalty: 5255.024414
	Iteration 90Q: 3 clusters Score -6958984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -6958993.000000 Penalty: 5255.024414
	Iteration 91Q: 3 clusters Score -6958993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -6958976.000000 Penalty: 5255.024414
	Iteration 92Q: 3 clusters Score -6958976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6958982.500000 Penalty: 5255.024414
	Iteration 93Q: 3 clusters Score -6958982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -6958985.000000 Penalty: 5255.024414
	Iteration 94Q: 3 clusters Score -6958985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -6958986.000000 Penalty: 5255.024414
	Iteration 95Q: 3 clusters Score -6958986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -6958981.000000 Penalty: 5255.024414
	Iteration 96Q: 3 clusters Score -6958981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -6958982.500000 Penalty: 5255.024414
	Iteration 97Q: 3 clusters Score -6958982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -6958983.500000 Penalty: 5255.024414
	Iteration 98Q: 3 clusters Score -6958984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -6958984.000000 Penalty: 5255.024414
	Iteration 99Q: 3 clusters Score -6958984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6958991.000000 Penalty: 5255.024414
	Iteration 100F: 3 clusters Score -6958991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -1523645.125000 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -1523645 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 4324 members 
Entering Unmasked Estep 
Score: -1516906.000000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -1516906 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1518745.750000 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -1518746 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1519015.375000 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -1519015 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1519187.000000 Penalty: 4494.097168
	Iteration 3Q: 3 clusters Score -1519187 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1519343.250000 Penalty: 4494.097168
	Iteration 4Q: 3 clusters Score -1519343 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1519476.375000 Penalty: 4494.097168
	Iteration 5Q: 3 clusters Score -1519476 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1519603.000000 Penalty: 4494.097168
	Iteration 6Q: 3 clusters Score -1519603 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1519722.500000 Penalty: 4494.097168
	Iteration 7Q: 3 clusters Score -1519722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1519838.000000 Penalty: 4494.097168
	Iteration 8Q: 3 clusters Score -1519838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1519952.000000 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -1519952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1520063.875000 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -1520064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1520170.750000 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -1520171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1520280.750000 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -1520281 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1520400.375000 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -1520400 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1520535.500000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -1520536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1520663.250000 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -1520663 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1520790.625000 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -1520791 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1520903.000000 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -1520903 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1521002.000000 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -1521002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1521084.125000 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -1521084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1521165.750000 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -1521166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1521220.625000 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -1521221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1521269.500000 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -1521270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1521314.000000 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -1521314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1521360.875000 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -1521361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1521400.875000 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -1521401 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1521442.000000 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -1521442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1521478.875000 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -1521479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1521509.000000 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -1521509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1521536.500000 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -1521536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1521558.625000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -1521559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1521574.250000 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -1521574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1521592.750000 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -1521593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1521610.500000 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -1521610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1521623.750000 Penalty: 4494.097168
	Iteration 34Q: 3 clusters Score -1521624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1521634.750000 Penalty: 4494.097168
	Iteration 35Q: 3 clusters Score -1521635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1521643.625000 Penalty: 4494.097168
	Iteration 36Q: 3 clusters Score -1521644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1521650.250000 Penalty: 4494.097168
	Iteration 37Q: 3 clusters Score -1521650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1521658.625000 Penalty: 4494.097168
	Iteration 38Q: 3 clusters Score -1521659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1521667.250000 Penalty: 4494.097168
	Iteration 39Q: 3 clusters Score -1521667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1521677.875000 Penalty: 4494.097168
	Iteration 40F: 3 clusters Score -1521678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1521694.375000 Penalty: 4494.097168
	Iteration 41Q: 3 clusters Score -1521694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1521710.125000 Penalty: 4494.097168
	Iteration 42Q: 3 clusters Score -1521710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1521722.375000 Penalty: 4494.097168
	Iteration 43Q: 3 clusters Score -1521722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1521736.375000 Penalty: 4494.097168
	Iteration 44Q: 3 clusters Score -1521736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1521749.250000 Penalty: 4494.097168
	Iteration 45Q: 3 clusters Score -1521749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1521760.375000 Penalty: 4494.097168
	Iteration 46Q: 3 clusters Score -1521760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1521766.500000 Penalty: 4494.097168
	Iteration 47Q: 3 clusters Score -1521766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1521773.750000 Penalty: 4494.097168
	Iteration 48Q: 3 clusters Score -1521774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1521778.625000 Penalty: 4494.097168
	Iteration 49Q: 3 clusters Score -1521779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1521787.125000 Penalty: 4494.097168
	Iteration 50Q: 3 clusters Score -1521787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1521794.500000 Penalty: 4494.097168
	Iteration 51Q: 3 clusters Score -1521794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1521799.250000 Penalty: 4494.097168
	Iteration 52Q: 3 clusters Score -1521799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1521802.750000 Penalty: 4494.097168
	Iteration 53Q: 3 clusters Score -1521803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1521810.625000 Penalty: 4494.097168
	Iteration 54Q: 3 clusters Score -1521811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1521814.500000 Penalty: 4494.097168
	Iteration 55Q: 3 clusters Score -1521814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1521819.875000 Penalty: 4494.097168
	Iteration 56Q: 3 clusters Score -1521820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1521821.375000 Penalty: 4494.097168
	Iteration 57Q: 3 clusters Score -1521821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1521829.375000 Penalty: 4494.097168
	Iteration 58Q: 3 clusters Score -1521829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1521833.250000 Penalty: 4494.097168
	Iteration 59Q: 3 clusters Score -1521833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1521837.750000 Penalty: 4494.097168
	Iteration 60F: 3 clusters Score -1521838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1521837.875000 Penalty: 4494.097168
	Iteration 61Q: 3 clusters Score -1521838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1521839.125000 Penalty: 4494.097168
	Iteration 62Q: 3 clusters Score -1521839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1521842.125000 Penalty: 4494.097168
	Iteration 63Q: 3 clusters Score -1521842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1521843.500000 Penalty: 4494.097168
	Iteration 64Q: 3 clusters Score -1521844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1521846.750000 Penalty: 4494.097168
	Iteration 65Q: 3 clusters Score -1521847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1521851.000000 Penalty: 4494.097168
	Iteration 66Q: 3 clusters Score -1521851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1521851.875000 Penalty: 4494.097168
	Iteration 67Q: 3 clusters Score -1521852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1521849.625000 Penalty: 4494.097168
	Iteration 68Q: 3 clusters Score -1521850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1521851.375000 Penalty: 4494.097168
	Iteration 69Q: 3 clusters Score -1521851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1521853.000000 Penalty: 4494.097168
	Iteration 70Q: 3 clusters Score -1521853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1521855.000000 Penalty: 4494.097168
	Iteration 71Q: 3 clusters Score -1521855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1521855.125000 Penalty: 4494.097168
	Iteration 72Q: 3 clusters Score -1521855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1521854.500000 Penalty: 4494.097168
	Iteration 73Q: 3 clusters Score -1521854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1521859.125000 Penalty: 4494.097168
	Iteration 74Q: 3 clusters Score -1521859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1521859.500000 Penalty: 4494.097168
	Iteration 75Q: 3 clusters Score -1521860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1521860.750000 Penalty: 4494.097168
	Iteration 76Q: 3 clusters Score -1521861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1521864.250000 Penalty: 4494.097168
	Iteration 77Q: 3 clusters Score -1521864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1521864.125000 Penalty: 4494.097168
	Iteration 78Q: 3 clusters Score -1521864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1521869.250000 Penalty: 4494.097168
	Iteration 79Q: 3 clusters Score -1521869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1521874.625000 Penalty: 4494.097168
	Iteration 80F: 3 clusters Score -1521875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1521881.625000 Penalty: 4494.097168
	Iteration 81Q: 3 clusters Score -1521882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1521885.375000 Penalty: 4494.097168
	Iteration 82Q: 3 clusters Score -1521885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1521886.750000 Penalty: 4494.097168
	Iteration 83Q: 3 clusters Score -1521887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1521891.000000 Penalty: 4494.097168
	Iteration 84Q: 3 clusters Score -1521891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1521893.250000 Penalty: 4494.097168
	Iteration 85Q: 3 clusters Score -1521893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1521893.875000 Penalty: 4494.097168
	Iteration 86Q: 3 clusters Score -1521894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1521893.875000 Penalty: 4494.097168
	Iteration 87F: 3 clusters Score -1521894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -727071.625000 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -727071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -722988.250000 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -722988.2 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -724141.312500 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -724141.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -724472.875000 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -724472.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -724714.625000 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -724714.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -724948.625000 Penalty: 4151.332031
	Iteration 4F: 3 clusters Score -724948.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -725211.875000 Penalty: 4151.332031
	Iteration 5F: 3 clusters Score -725211.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -725454.375000 Penalty: 4151.332031
	Iteration 6F: 3 clusters Score -725454.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -725623.875000 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -725623.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -725746.125000 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -725746.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -725834.812500 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -725834.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -725934.812500 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -725934.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -726006.312500 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -726006.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -726052.375000 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -726052.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -726094.750000 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -726094.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -726124.062500 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -726124.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -726148.187500 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -726148.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -726168.187500 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -726168.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -726185.000000 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -726185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -726201.250000 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -726201.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -726207.812500 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -726207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -726222.250000 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -726222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -726237.500000 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -726237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -726251.875000 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -726251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -726265.062500 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -726265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -726271.312500 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -726271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -726276.500000 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -726276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -726281.187500 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -726281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -726287.062500 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -726287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -726290.062500 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -726290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -726291.812500 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -726291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -726293.375000 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -726293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -726298.875000 Penalty: 4151.332031
	Iteration 31Q: 3 clusters Score -726298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -726299.375000 Penalty: 4151.332031
	Iteration 32Q: 3 clusters Score -726299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -726299.875000 Penalty: 4151.332031
	Iteration 33Q: 3 clusters Score -726299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -726300.500000 Penalty: 4151.332031
	Iteration 34Q: 3 clusters Score -726300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -726303.562500 Penalty: 4151.332031
	Iteration 35Q: 3 clusters Score -726303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -726303.125000 Penalty: 4151.332031
	Iteration 36Q: 3 clusters Score -726303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -726305.000000 Penalty: 4151.332031
	Iteration 37Q: 3 clusters Score -726305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -726305.000000 Penalty: 4151.332031
	Iteration 38F: 3 clusters Score -726305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -2425247.250000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -2425247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2415243.500000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -2415244 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2418428.500000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -2418428 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2418973.000000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -2418973 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2419641.250000 Penalty: 4724.330078
	Iteration 3F: 3 clusters Score -2419641 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2420541.000000 Penalty: 4724.330078
	Iteration 4F: 3 clusters Score -2420541 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2421464.250000 Penalty: 4724.330078
	Iteration 5F: 3 clusters Score -2421464 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2422218.750000 Penalty: 4724.330078
	Iteration 6F: 3 clusters Score -2422219 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2422670.500000 Penalty: 4724.330078
	Iteration 7F: 3 clusters Score -2422670 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2422895.000000 Penalty: 4724.330078
	Iteration 8Q: 3 clusters Score -2422895 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2422999.500000 Penalty: 4724.330078
	Iteration 9Q: 3 clusters Score -2423000 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2423063.000000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -2423063 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2423095.500000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -2423096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2423108.250000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -2423108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2423131.250000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -2423131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2423132.500000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -2423132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2423136.750000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -2423137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2423142.250000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -2423142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2423143.750000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -2423144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2423153.000000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -2423153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2423163.250000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -2423163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2423165.000000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -2423165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2423178.500000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -2423178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2423181.000000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -2423181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2423191.250000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -2423191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2423198.250000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -2423198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2423202.250000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -2423202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2423213.750000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -2423214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2423223.250000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -2423223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2423223.000000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -2423223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2423224.500000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -2423224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2423232.750000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -2423233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2423237.250000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -2423237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2423235.500000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -2423236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2423241.250000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -2423241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2423244.500000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -2423244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2423246.000000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -2423246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2423251.750000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -2423252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2423259.500000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -2423260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2423264.250000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -2423264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2423276.750000 Penalty: 4724.330078
	Iteration 39Q: 3 clusters Score -2423277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2423278.250000 Penalty: 4724.330078
	Iteration 40F: 3 clusters Score -2423278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2423286.500000 Penalty: 4724.330078
	Iteration 41Q: 3 clusters Score -2423286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2423293.250000 Penalty: 4724.330078
	Iteration 42Q: 3 clusters Score -2423293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2423300.500000 Penalty: 4724.330078
	Iteration 43Q: 3 clusters Score -2423300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2423305.500000 Penalty: 4724.330078
	Iteration 44Q: 3 clusters Score -2423306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2423308.500000 Penalty: 4724.330078
	Iteration 45Q: 3 clusters Score -2423308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2423313.750000 Penalty: 4724.330078
	Iteration 46Q: 3 clusters Score -2423314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2423317.750000 Penalty: 4724.330078
	Iteration 47Q: 3 clusters Score -2423318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2423324.500000 Penalty: 4724.330078
	Iteration 48Q: 3 clusters Score -2423324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2423334.500000 Penalty: 4724.330078
	Iteration 49Q: 3 clusters Score -2423334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2423337.000000 Penalty: 4724.330078
	Iteration 50Q: 3 clusters Score -2423337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2423342.750000 Penalty: 4724.330078
	Iteration 51Q: 3 clusters Score -2423343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2423353.000000 Penalty: 4724.330078
	Iteration 52Q: 3 clusters Score -2423353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2423355.000000 Penalty: 4724.330078
	Iteration 53Q: 3 clusters Score -2423355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2423359.500000 Penalty: 4724.330078
	Iteration 54Q: 3 clusters Score -2423360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2423362.500000 Penalty: 4724.330078
	Iteration 55Q: 3 clusters Score -2423362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2423359.000000 Penalty: 4724.330078
	Iteration 56Q: 3 clusters Score -2423359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2423366.750000 Penalty: 4724.330078
	Iteration 57Q: 3 clusters Score -2423367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2423367.000000 Penalty: 4724.330078
	Iteration 58Q: 3 clusters Score -2423367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2423375.250000 Penalty: 4724.330078
	Iteration 59Q: 3 clusters Score -2423375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2423378.250000 Penalty: 4724.330078
	Iteration 60F: 3 clusters Score -2423378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2423382.750000 Penalty: 4724.330078
	Iteration 61Q: 3 clusters Score -2423383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2423380.250000 Penalty: 4724.330078
	Iteration 62Q: 3 clusters Score -2423380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2423381.250000 Penalty: 4724.330078
	Iteration 63Q: 3 clusters Score -2423381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2423382.500000 Penalty: 4724.330078
	Iteration 64Q: 3 clusters Score -2423382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2423383.750000 Penalty: 4724.330078
	Iteration 65Q: 3 clusters Score -2423384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2423383.250000 Penalty: 4724.330078
	Iteration 66Q: 3 clusters Score -2423383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2423382.000000 Penalty: 4724.330078
	Iteration 67Q: 3 clusters Score -2423382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2423381.250000 Penalty: 4724.330078
	Iteration 68Q: 3 clusters Score -2423381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2423388.000000 Penalty: 4724.330078
	Iteration 69Q: 3 clusters Score -2423388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2423390.000000 Penalty: 4724.330078
	Iteration 70Q: 3 clusters Score -2423390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2423389.750000 Penalty: 4724.330078
	Iteration 71Q: 3 clusters Score -2423390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2423394.750000 Penalty: 4724.330078
	Iteration 72Q: 3 clusters Score -2423395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2423398.000000 Penalty: 4724.330078
	Iteration 73Q: 3 clusters Score -2423398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2423399.750000 Penalty: 4724.330078
	Iteration 74Q: 3 clusters Score -2423400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2423401.750000 Penalty: 4724.330078
	Iteration 75Q: 3 clusters Score -2423402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2423410.000000 Penalty: 4724.330078
	Iteration 76Q: 3 clusters Score -2423410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2423408.500000 Penalty: 4724.330078
	Iteration 77Q: 3 clusters Score -2423408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2423413.000000 Penalty: 4724.330078
	Iteration 78Q: 3 clusters Score -2423413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2423413.000000 Penalty: 4724.330078
	Iteration 79Q: 3 clusters Score -2423413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2423410.500000 Penalty: 4724.330078
	Iteration 80F: 3 clusters Score -2423410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2423413.000000 Penalty: 4724.330078
	Iteration 81Q: 3 clusters Score -2423413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2423412.250000 Penalty: 4724.330078
	Iteration 82Q: 3 clusters Score -2423412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2423416.250000 Penalty: 4724.330078
	Iteration 83Q: 3 clusters Score -2423416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2423416.750000 Penalty: 4724.330078
	Iteration 84Q: 3 clusters Score -2423417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2423418.500000 Penalty: 4724.330078
	Iteration 85Q: 3 clusters Score -2423418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2423422.250000 Penalty: 4724.330078
	Iteration 86Q: 3 clusters Score -2423422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2423420.000000 Penalty: 4724.330078
	Iteration 87Q: 3 clusters Score -2423420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2423427.750000 Penalty: 4724.330078
	Iteration 88Q: 3 clusters Score -2423428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2423431.750000 Penalty: 4724.330078
	Iteration 89Q: 3 clusters Score -2423432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2423433.250000 Penalty: 4724.330078
	Iteration 90Q: 3 clusters Score -2423433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2423432.500000 Penalty: 4724.330078
	Iteration 91Q: 3 clusters Score -2423432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2423430.250000 Penalty: 4724.330078
	Iteration 92Q: 3 clusters Score -2423430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2423428.750000 Penalty: 4724.330078
	Iteration 93Q: 3 clusters Score -2423429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2423431.000000 Penalty: 4724.330078
	Iteration 94Q: 3 clusters Score -2423431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2423434.000000 Penalty: 4724.330078
	Iteration 95Q: 3 clusters Score -2423434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2423437.250000 Penalty: 4724.330078
	Iteration 96Q: 3 clusters Score -2423437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2423441.250000 Penalty: 4724.330078
	Iteration 97Q: 3 clusters Score -2423441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2423444.000000 Penalty: 4724.330078
	Iteration 98Q: 3 clusters Score -2423444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2423443.750000 Penalty: 4724.330078
	Iteration 99Q: 3 clusters Score -2423444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2423441.000000 Penalty: 4724.330078
	Iteration 100F: 3 clusters Score -2423441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2423447.500000 Penalty: 4724.330078
	Iteration 101Q: 3 clusters Score -2423448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2423449.750000 Penalty: 4724.330078
	Iteration 102Q: 3 clusters Score -2423450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2423450.000000 Penalty: 4724.330078
	Iteration 103Q: 3 clusters Score -2423450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2423455.750000 Penalty: 4724.330078
	Iteration 104Q: 3 clusters Score -2423456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2423453.750000 Penalty: 4724.330078
	Iteration 105Q: 3 clusters Score -2423454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2423458.000000 Penalty: 4724.330078
	Iteration 106Q: 3 clusters Score -2423458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2423459.000000 Penalty: 4724.330078
	Iteration 107Q: 3 clusters Score -2423459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2423459.750000 Penalty: 4724.330078
	Iteration 108Q: 3 clusters Score -2423460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2423467.750000 Penalty: 4724.330078
	Iteration 109Q: 3 clusters Score -2423468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2423467.250000 Penalty: 4724.330078
	Iteration 110Q: 3 clusters Score -2423467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2423467.250000 Penalty: 4724.330078
	Iteration 111Q: 3 clusters Score -2423467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2423467.500000 Penalty: 4724.330078
	Iteration 112Q: 3 clusters Score -2423468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2423463.000000 Penalty: 4724.330078
	Iteration 113Q: 3 clusters Score -2423463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2423459.750000 Penalty: 4724.330078
	Iteration 114Q: 3 clusters Score -2423460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2423460.750000 Penalty: 4724.330078
	Iteration 115Q: 3 clusters Score -2423461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2423462.750000 Penalty: 4724.330078
	Iteration 116Q: 3 clusters Score -2423463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2423464.000000 Penalty: 4724.330078
	Iteration 117Q: 3 clusters Score -2423464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2423465.000000 Penalty: 4724.330078
	Iteration 118Q: 3 clusters Score -2423465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2423467.000000 Penalty: 4724.330078
	Iteration 119Q: 3 clusters Score -2423467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2423469.000000 Penalty: 4724.330078
	Iteration 120F: 3 clusters Score -2423469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2423479.250000 Penalty: 4724.330078
	Iteration 121Q: 3 clusters Score -2423479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2423477.250000 Penalty: 4724.330078
	Iteration 122Q: 3 clusters Score -2423477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2423482.000000 Penalty: 4724.330078
	Iteration 123Q: 3 clusters Score -2423482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2423487.000000 Penalty: 4724.330078
	Iteration 124Q: 3 clusters Score -2423487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2423486.250000 Penalty: 4724.330078
	Iteration 125Q: 3 clusters Score -2423486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2423489.500000 Penalty: 4724.330078
	Iteration 126Q: 3 clusters Score -2423490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2423493.000000 Penalty: 4724.330078
	Iteration 127Q: 3 clusters Score -2423493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2423489.000000 Penalty: 4724.330078
	Iteration 128Q: 3 clusters Score -2423489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2423493.500000 Penalty: 4724.330078
	Iteration 129Q: 3 clusters Score -2423494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2423490.000000 Penalty: 4724.330078
	Iteration 130Q: 3 clusters Score -2423490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2423496.500000 Penalty: 4724.330078
	Iteration 131Q: 3 clusters Score -2423496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2423501.500000 Penalty: 4724.330078
	Iteration 132Q: 3 clusters Score -2423502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2423500.250000 Penalty: 4724.330078
	Iteration 133Q: 3 clusters Score -2423500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2423510.000000 Penalty: 4724.330078
	Iteration 134Q: 3 clusters Score -2423510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2423519.750000 Penalty: 4724.330078
	Iteration 135Q: 3 clusters Score -2423520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2423531.750000 Penalty: 4724.330078
	Iteration 136Q: 3 clusters Score -2423532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2423543.750000 Penalty: 4724.330078
	Iteration 137Q: 3 clusters Score -2423544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2423547.250000 Penalty: 4724.330078
	Iteration 138Q: 3 clusters Score -2423547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2423555.500000 Penalty: 4724.330078
	Iteration 139Q: 3 clusters Score -2423556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2423564.250000 Penalty: 4724.330078
	Iteration 140F: 3 clusters Score -2423564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2423571.000000 Penalty: 4724.330078
	Iteration 141Q: 3 clusters Score -2423571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2423577.000000 Penalty: 4724.330078
	Iteration 142Q: 3 clusters Score -2423577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2423587.000000 Penalty: 4724.330078
	Iteration 143Q: 3 clusters Score -2423587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2423593.500000 Penalty: 4724.330078
	Iteration 144Q: 3 clusters Score -2423594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2423604.750000 Penalty: 4724.330078
	Iteration 145Q: 3 clusters Score -2423605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2423625.250000 Penalty: 4724.330078
	Iteration 146Q: 3 clusters Score -2423625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2423647.000000 Penalty: 4724.330078
	Iteration 147Q: 3 clusters Score -2423647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2423668.750000 Penalty: 4724.330078
	Iteration 148Q: 3 clusters Score -2423669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2423682.500000 Penalty: 4724.330078
	Iteration 149Q: 3 clusters Score -2423682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2423691.000000 Penalty: 4724.330078
	Iteration 150Q: 3 clusters Score -2423691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2423687.500000 Penalty: 4724.330078
	Iteration 151Q: 3 clusters Score -2423688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2423693.750000 Penalty: 4724.330078
	Iteration 152Q: 3 clusters Score -2423694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2423703.500000 Penalty: 4724.330078
	Iteration 153Q: 3 clusters Score -2423704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2423709.500000 Penalty: 4724.330078
	Iteration 154Q: 3 clusters Score -2423710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2423717.500000 Penalty: 4724.330078
	Iteration 155Q: 3 clusters Score -2423718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2423717.000000 Penalty: 4724.330078
	Iteration 156Q: 3 clusters Score -2423717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2423719.750000 Penalty: 4724.330078
	Iteration 157Q: 3 clusters Score -2423720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2423723.500000 Penalty: 4724.330078
	Iteration 158Q: 3 clusters Score -2423724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2423726.500000 Penalty: 4724.330078
	Iteration 159Q: 3 clusters Score -2423726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2423726.250000 Penalty: 4724.330078
	Iteration 160F: 3 clusters Score -2423726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2423730.750000 Penalty: 4724.330078
	Iteration 161Q: 3 clusters Score -2423731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2423731.250000 Penalty: 4724.330078
	Iteration 162Q: 3 clusters Score -2423731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2423731.250000 Penalty: 4724.330078
	Iteration 163Q: 3 clusters Score -2423731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2423736.000000 Penalty: 4724.330078
	Iteration 164Q: 3 clusters Score -2423736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2423737.000000 Penalty: 4724.330078
	Iteration 165Q: 3 clusters Score -2423737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2423739.750000 Penalty: 4724.330078
	Iteration 166Q: 3 clusters Score -2423740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2423743.000000 Penalty: 4724.330078
	Iteration 167Q: 3 clusters Score -2423743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2423746.750000 Penalty: 4724.330078
	Iteration 168Q: 3 clusters Score -2423747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2423749.000000 Penalty: 4724.330078
	Iteration 169Q: 3 clusters Score -2423749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2423750.250000 Penalty: 4724.330078
	Iteration 170Q: 3 clusters Score -2423750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2423751.000000 Penalty: 4724.330078
	Iteration 171Q: 3 clusters Score -2423751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2423751.250000 Penalty: 4724.330078
	Iteration 172Q: 3 clusters Score -2423751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2423753.750000 Penalty: 4724.330078
	Iteration 173Q: 3 clusters Score -2423754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2423758.750000 Penalty: 4724.330078
	Iteration 174Q: 3 clusters Score -2423759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2423755.750000 Penalty: 4724.330078
	Iteration 175Q: 3 clusters Score -2423756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2423754.000000 Penalty: 4724.330078
	Iteration 176Q: 3 clusters Score -2423754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2423760.250000 Penalty: 4724.330078
	Iteration 177Q: 3 clusters Score -2423760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2423759.500000 Penalty: 4724.330078
	Iteration 178Q: 3 clusters Score -2423760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2423759.500000 Penalty: 4724.330078
	Iteration 179F: 3 clusters Score -2423760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18371.203125 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -18371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17117.257812 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -17117.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17362.861328 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -17362.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17441.863281 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -17441.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17517.416016 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -17517.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17574.041016 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -17574.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17585.753906 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -17585.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17596.775391 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -17596.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17602.427734 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -17602.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17602.427734 Penalty: 2879.346924
	Iteration 8F: 3 clusters Score -17602.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -23907.822266 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -23907.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22857.603516 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -22857.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23038.253906 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23038.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23101.917969 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -23101.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23111.337891 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23111.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23111.337891 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -23111.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -618372.625000 Penalty: 2023.808594
	Iteration 0F: 2 clusters Score -618372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -614848.312500 Penalty: 4047.617188
	Iteration 0F: 3 clusters Score -614848.3 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -615600.750000 Penalty: 4047.617188
	Iteration 1F: 3 clusters Score -615600.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -615753.875000 Penalty: 4047.617188
	Iteration 2F: 3 clusters Score -615753.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -615851.000000 Penalty: 4047.617188
	Iteration 3Q: 3 clusters Score -615851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -615914.375000 Penalty: 4047.617188
	Iteration 4Q: 3 clusters Score -615914.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -615953.750000 Penalty: 4047.617188
	Iteration 5Q: 3 clusters Score -615953.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -615977.812500 Penalty: 4047.617188
	Iteration 6Q: 3 clusters Score -615977.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -615998.062500 Penalty: 4047.617188
	Iteration 7Q: 3 clusters Score -615998.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -616013.250000 Penalty: 4047.617188
	Iteration 8Q: 3 clusters Score -616013.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -616023.687500 Penalty: 4047.617188
	Iteration 9Q: 3 clusters Score -616023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -616032.250000 Penalty: 4047.617188
	Iteration 10Q: 3 clusters Score -616032.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -616043.562500 Penalty: 4047.617188
	Iteration 11Q: 3 clusters Score -616043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -616048.437500 Penalty: 4047.617188
	Iteration 12Q: 3 clusters Score -616048.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -616054.437500 Penalty: 4047.617188
	Iteration 13Q: 3 clusters Score -616054.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -616058.312500 Penalty: 4047.617188
	Iteration 14Q: 3 clusters Score -616058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -616062.187500 Penalty: 4047.617188
	Iteration 15Q: 3 clusters Score -616062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -616063.875000 Penalty: 4047.617188
	Iteration 16Q: 3 clusters Score -616063.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -616069.062500 Penalty: 4047.617188
	Iteration 17Q: 3 clusters Score -616069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -616075.437500 Penalty: 4047.617188
	Iteration 18Q: 3 clusters Score -616075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -616078.500000 Penalty: 4047.617188
	Iteration 19Q: 3 clusters Score -616078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616080.562500 Penalty: 4047.617188
	Iteration 20F: 3 clusters Score -616080.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -616082.062500 Penalty: 4047.617188
	Iteration 21Q: 3 clusters Score -616082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -616084.125000 Penalty: 4047.617188
	Iteration 22Q: 3 clusters Score -616084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -616086.125000 Penalty: 4047.617188
	Iteration 23Q: 3 clusters Score -616086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -616087.250000 Penalty: 4047.617188
	Iteration 24Q: 3 clusters Score -616087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -616088.000000 Penalty: 4047.617188
	Iteration 25Q: 3 clusters Score -616088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -616088.187500 Penalty: 4047.617188
	Iteration 26Q: 3 clusters Score -616088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -616088.125000 Penalty: 4047.617188
	Iteration 27Q: 3 clusters Score -616088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -616089.312500 Penalty: 4047.617188
	Iteration 28Q: 3 clusters Score -616089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -616089.125000 Penalty: 4047.617188
	Iteration 29Q: 3 clusters Score -616089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -616091.875000 Penalty: 4047.617188
	Iteration 30Q: 3 clusters Score -616091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -616092.750000 Penalty: 4047.617188
	Iteration 31Q: 3 clusters Score -616092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -616091.937500 Penalty: 4047.617188
	Iteration 32Q: 3 clusters Score -616091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -616095.812500 Penalty: 4047.617188
	Iteration 33Q: 3 clusters Score -616095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -616101.125000 Penalty: 4047.617188
	Iteration 34Q: 3 clusters Score -616101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -616107.875000 Penalty: 4047.617188
	Iteration 35Q: 3 clusters Score -616107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -616112.000000 Penalty: 4047.617188
	Iteration 36Q: 3 clusters Score -616112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -616116.562500 Penalty: 4047.617188
	Iteration 37Q: 3 clusters Score -616116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -616124.625000 Penalty: 4047.617188
	Iteration 38Q: 3 clusters Score -616124.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -616134.625000 Penalty: 4047.617188
	Iteration 39Q: 3 clusters Score -616134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -616146.062500 Penalty: 4047.617188
	Iteration 40F: 3 clusters Score -616146.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -616161.375000 Penalty: 4047.617188
	Iteration 41Q: 3 clusters Score -616161.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -616182.937500 Penalty: 4047.617188
	Iteration 42Q: 3 clusters Score -616182.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -616217.312500 Penalty: 4047.617188
	Iteration 43Q: 3 clusters Score -616217.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -616265.687500 Penalty: 4047.617188
	Iteration 44Q: 3 clusters Score -616265.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -616326.812500 Penalty: 4047.617188
	Iteration 45Q: 3 clusters Score -616326.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -616395.937500 Penalty: 4047.617188
	Iteration 46Q: 3 clusters Score -616395.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -616475.000000 Penalty: 4047.617188
	Iteration 47Q: 3 clusters Score -616475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -616538.187500 Penalty: 4047.617188
	Iteration 48Q: 3 clusters Score -616538.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -616591.625000 Penalty: 4047.617188
	Iteration 49Q: 3 clusters Score -616591.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -616639.062500 Penalty: 4047.617188
	Iteration 50Q: 3 clusters Score -616639.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -616662.875000 Penalty: 4047.617188
	Iteration 51Q: 3 clusters Score -616662.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -616682.812500 Penalty: 4047.617188
	Iteration 52Q: 3 clusters Score -616682.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -616703.625000 Penalty: 4047.617188
	Iteration 53Q: 3 clusters Score -616703.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -616715.687500 Penalty: 4047.617188
	Iteration 54Q: 3 clusters Score -616715.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -616725.062500 Penalty: 4047.617188
	Iteration 55Q: 3 clusters Score -616725.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -616735.875000 Penalty: 4047.617188
	Iteration 56Q: 3 clusters Score -616735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -616738.687500 Penalty: 4047.617188
	Iteration 57Q: 3 clusters Score -616738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -616741.125000 Penalty: 4047.617188
	Iteration 58Q: 3 clusters Score -616741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616743.750000 Penalty: 4047.617188
	Iteration 59Q: 3 clusters Score -616743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -616745.625000 Penalty: 4047.617188
	Iteration 60F: 3 clusters Score -616745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -616748.375000 Penalty: 4047.617188
	Iteration 61Q: 3 clusters Score -616748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616752.125000 Penalty: 4047.617188
	Iteration 62Q: 3 clusters Score -616752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -616759.812500 Penalty: 4047.617188
	Iteration 63Q: 3 clusters Score -616759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -616770.375000 Penalty: 4047.617188
	Iteration 64Q: 3 clusters Score -616770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -616776.062500 Penalty: 4047.617188
	Iteration 65Q: 3 clusters Score -616776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -616784.062500 Penalty: 4047.617188
	Iteration 66Q: 3 clusters Score -616784.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -616792.062500 Penalty: 4047.617188
	Iteration 67Q: 3 clusters Score -616792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -616803.125000 Penalty: 4047.617188
	Iteration 68Q: 3 clusters Score -616803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -616808.750000 Penalty: 4047.617188
	Iteration 69Q: 3 clusters Score -616808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -616815.125000 Penalty: 4047.617188
	Iteration 70Q: 3 clusters Score -616815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -616824.187500 Penalty: 4047.617188
	Iteration 71Q: 3 clusters Score -616824.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -616833.437500 Penalty: 4047.617188
	Iteration 72Q: 3 clusters Score -616833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -616840.937500 Penalty: 4047.617188
	Iteration 73Q: 3 clusters Score -616840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -616848.062500 Penalty: 4047.617188
	Iteration 74Q: 3 clusters Score -616848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -616857.125000 Penalty: 4047.617188
	Iteration 75Q: 3 clusters Score -616857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -616859.625000 Penalty: 4047.617188
	Iteration 76Q: 3 clusters Score -616859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -616869.500000 Penalty: 4047.617188
	Iteration 77Q: 3 clusters Score -616869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -616878.687500 Penalty: 4047.617188
	Iteration 78Q: 3 clusters Score -616878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -616887.312500 Penalty: 4047.617188
	Iteration 79Q: 3 clusters Score -616887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -616891.312500 Penalty: 4047.617188
	Iteration 80F: 3 clusters Score -616891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -616895.875000 Penalty: 4047.617188
	Iteration 81Q: 3 clusters Score -616895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -616905.000000 Penalty: 4047.617188
	Iteration 82Q: 3 clusters Score -616905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -616915.750000 Penalty: 4047.617188
	Iteration 83Q: 3 clusters Score -616915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -616921.812500 Penalty: 4047.617188
	Iteration 84Q: 3 clusters Score -616921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -616927.250000 Penalty: 4047.617188
	Iteration 85Q: 3 clusters Score -616927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -616933.875000 Penalty: 4047.617188
	Iteration 86Q: 3 clusters Score -616933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -616944.000000 Penalty: 4047.617188
	Iteration 87Q: 3 clusters Score -616944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -616951.250000 Penalty: 4047.617188
	Iteration 88Q: 3 clusters Score -616951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -616955.562500 Penalty: 4047.617188
	Iteration 89Q: 3 clusters Score -616955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -616958.687500 Penalty: 4047.617188
	Iteration 90Q: 3 clusters Score -616958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -616964.187500 Penalty: 4047.617188
	Iteration 91Q: 3 clusters Score -616964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -616969.250000 Penalty: 4047.617188
	Iteration 92Q: 3 clusters Score -616969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -616974.437500 Penalty: 4047.617188
	Iteration 93Q: 3 clusters Score -616974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -616977.500000 Penalty: 4047.617188
	Iteration 94Q: 3 clusters Score -616977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -616981.250000 Penalty: 4047.617188
	Iteration 95Q: 3 clusters Score -616981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -616982.750000 Penalty: 4047.617188
	Iteration 96Q: 3 clusters Score -616982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -616986.625000 Penalty: 4047.617188
	Iteration 97Q: 3 clusters Score -616986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -616989.750000 Penalty: 4047.617188
	Iteration 98Q: 3 clusters Score -616989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -616993.000000 Penalty: 4047.617188
	Iteration 99Q: 3 clusters Score -616993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -616994.062500 Penalty: 4047.617188
	Iteration 100F: 3 clusters Score -616994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -616996.375000 Penalty: 4047.617188
	Iteration 101Q: 3 clusters Score -616996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -617000.562500 Penalty: 4047.617188
	Iteration 102Q: 3 clusters Score -617000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -617005.750000 Penalty: 4047.617188
	Iteration 103Q: 3 clusters Score -617005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -617009.437500 Penalty: 4047.617188
	Iteration 104Q: 3 clusters Score -617009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -617013.687500 Penalty: 4047.617188
	Iteration 105Q: 3 clusters Score -617013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -617019.812500 Penalty: 4047.617188
	Iteration 106Q: 3 clusters Score -617019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -617022.562500 Penalty: 4047.617188
	Iteration 107Q: 3 clusters Score -617022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -617025.187500 Penalty: 4047.617188
	Iteration 108Q: 3 clusters Score -617025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -617027.687500 Penalty: 4047.617188
	Iteration 109Q: 3 clusters Score -617027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -617031.312500 Penalty: 4047.617188
	Iteration 110Q: 3 clusters Score -617031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -617032.500000 Penalty: 4047.617188
	Iteration 111Q: 3 clusters Score -617032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -617034.875000 Penalty: 4047.617188
	Iteration 112Q: 3 clusters Score -617034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -617035.812500 Penalty: 4047.617188
	Iteration 113Q: 3 clusters Score -617035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -617040.062500 Penalty: 4047.617188
	Iteration 114Q: 3 clusters Score -617040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -617041.750000 Penalty: 4047.617188
	Iteration 115Q: 3 clusters Score -617041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -617044.125000 Penalty: 4047.617188
	Iteration 116Q: 3 clusters Score -617044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -617045.875000 Penalty: 4047.617188
	Iteration 117Q: 3 clusters Score -617045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -617046.250000 Penalty: 4047.617188
	Iteration 118Q: 3 clusters Score -617046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -617046.750000 Penalty: 4047.617188
	Iteration 119Q: 3 clusters Score -617046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -617049.312500 Penalty: 4047.617188
	Iteration 120F: 3 clusters Score -617049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -617051.437500 Penalty: 4047.617188
	Iteration 121Q: 3 clusters Score -617051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -617052.312500 Penalty: 4047.617188
	Iteration 122Q: 3 clusters Score -617052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -617054.062500 Penalty: 4047.617188
	Iteration 123Q: 3 clusters Score -617054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -617055.250000 Penalty: 4047.617188
	Iteration 124Q: 3 clusters Score -617055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -617058.437500 Penalty: 4047.617188
	Iteration 125Q: 3 clusters Score -617058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -617060.625000 Penalty: 4047.617188
	Iteration 126Q: 3 clusters Score -617060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -617064.812500 Penalty: 4047.617188
	Iteration 127Q: 3 clusters Score -617064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -617070.937500 Penalty: 4047.617188
	Iteration 128Q: 3 clusters Score -617070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -617077.812500 Penalty: 4047.617188
	Iteration 129Q: 3 clusters Score -617077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -617084.312500 Penalty: 4047.617188
	Iteration 130Q: 3 clusters Score -617084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -617089.750000 Penalty: 4047.617188
	Iteration 131Q: 3 clusters Score -617089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -617092.375000 Penalty: 4047.617188
	Iteration 132Q: 3 clusters Score -617092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -617094.625000 Penalty: 4047.617188
	Iteration 133Q: 3 clusters Score -617094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -617096.250000 Penalty: 4047.617188
	Iteration 134Q: 3 clusters Score -617096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -617096.812500 Penalty: 4047.617188
	Iteration 135Q: 3 clusters Score -617096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -617098.437500 Penalty: 4047.617188
	Iteration 136Q: 3 clusters Score -617098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -617099.437500 Penalty: 4047.617188
	Iteration 137Q: 3 clusters Score -617099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -617101.000000 Penalty: 4047.617188
	Iteration 138Q: 3 clusters Score -617101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -617101.562500 Penalty: 4047.617188
	Iteration 139Q: 3 clusters Score -617101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -617102.250000 Penalty: 4047.617188
	Iteration 140F: 3 clusters Score -617102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -617103.250000 Penalty: 4047.617188
	Iteration 141Q: 3 clusters Score -617103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -617103.250000 Penalty: 4047.617188
	Iteration 142F: 3 clusters Score -617103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -346766.750000 Penalty: 1889.934814
	Iteration 0F: 2 clusters Score -346766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -344112.656250 Penalty: 3779.869629
	Iteration 0F: 3 clusters Score -344112.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -344615.875000 Penalty: 3779.869629
	Iteration 1F: 3 clusters Score -344615.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -344750.437500 Penalty: 3779.869629
	Iteration 2F: 3 clusters Score -344750.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -344846.281250 Penalty: 3779.869629
	Iteration 3F: 3 clusters Score -344846.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -344912.750000 Penalty: 3779.869629
	Iteration 4Q: 3 clusters Score -344912.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -344957.000000 Penalty: 3779.869629
	Iteration 5Q: 3 clusters Score -344957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -345002.281250 Penalty: 3779.869629
	Iteration 6Q: 3 clusters Score -345002.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -345032.062500 Penalty: 3779.869629
	Iteration 7Q: 3 clusters Score -345032.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -345046.625000 Penalty: 3779.869629
	Iteration 8Q: 3 clusters Score -345046.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -345056.625000 Penalty: 3779.869629
	Iteration 9Q: 3 clusters Score -345056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -345066.281250 Penalty: 3779.869629
	Iteration 10Q: 3 clusters Score -345066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -345070.750000 Penalty: 3779.869629
	Iteration 11Q: 3 clusters Score -345070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -345079.281250 Penalty: 3779.869629
	Iteration 12Q: 3 clusters Score -345079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345088.656250 Penalty: 3779.869629
	Iteration 13Q: 3 clusters Score -345088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345094.937500 Penalty: 3779.869629
	Iteration 14Q: 3 clusters Score -345094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -345097.218750 Penalty: 3779.869629
	Iteration 15Q: 3 clusters Score -345097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -345098.656250 Penalty: 3779.869629
	Iteration 16Q: 3 clusters Score -345098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -345100.781250 Penalty: 3779.869629
	Iteration 17Q: 3 clusters Score -345100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -345101.812500 Penalty: 3779.869629
	Iteration 18Q: 3 clusters Score -345101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -345101.875000 Penalty: 3779.869629
	Iteration 19Q: 3 clusters Score -345101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -345104.093750 Penalty: 3779.869629
	Iteration 20F: 3 clusters Score -345104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345105.406250 Penalty: 3779.869629
	Iteration 21Q: 3 clusters Score -345105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -345107.500000 Penalty: 3779.869629
	Iteration 22Q: 3 clusters Score -345107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345109.812500 Penalty: 3779.869629
	Iteration 23Q: 3 clusters Score -345109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -345113.375000 Penalty: 3779.869629
	Iteration 24Q: 3 clusters Score -345113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345114.656250 Penalty: 3779.869629
	Iteration 25Q: 3 clusters Score -345114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345117.125000 Penalty: 3779.869629
	Iteration 26Q: 3 clusters Score -345117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -345120.875000 Penalty: 3779.869629
	Iteration 27Q: 3 clusters Score -345120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345122.562500 Penalty: 3779.869629
	Iteration 28Q: 3 clusters Score -345122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345123.250000 Penalty: 3779.869629
	Iteration 29Q: 3 clusters Score -345123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -345125.031250 Penalty: 3779.869629
	Iteration 30Q: 3 clusters Score -345125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -345126.062500 Penalty: 3779.869629
	Iteration 31Q: 3 clusters Score -345126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -345127.250000 Penalty: 3779.869629
	Iteration 32Q: 3 clusters Score -345127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -345129.031250 Penalty: 3779.869629
	Iteration 33Q: 3 clusters Score -345129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -345130.687500 Penalty: 3779.869629
	Iteration 34Q: 3 clusters Score -345130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -345132.312500 Penalty: 3779.869629
	Iteration 35Q: 3 clusters Score -345132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -345133.656250 Penalty: 3779.869629
	Iteration 36Q: 3 clusters Score -345133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -345136.281250 Penalty: 3779.869629
	Iteration 37Q: 3 clusters Score -345136.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -345136.656250 Penalty: 3779.869629
	Iteration 38Q: 3 clusters Score -345136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -345138.125000 Penalty: 3779.869629
	Iteration 39Q: 3 clusters Score -345138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -345139.125000 Penalty: 3779.869629
	Iteration 40F: 3 clusters Score -345139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -345139.375000 Penalty: 3779.869629
	Iteration 41Q: 3 clusters Score -345139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -345139.375000 Penalty: 3779.869629
	Iteration 42F: 3 clusters Score -345139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Entering Unmasked Estep 
Score: -6509022.500000 Penalty: 2601.000977
	Iteration 0F: 2 clusters Score -6509022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6485730.500000 Penalty: 5202.001953
	Iteration 0F: 3 clusters Score -6485730 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6494529.500000 Penalty: 5202.001953
	Iteration 1F: 3 clusters Score -6494530 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6494966.000000 Penalty: 5202.001953
	Iteration 2Q: 3 clusters Score -6494966 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -6495314.000000 Penalty: 5202.001953
	Iteration 3Q: 3 clusters Score -6495314 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -6495615.500000 Penalty: 5202.001953
	Iteration 4Q: 3 clusters Score -6495616 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -6495804.500000 Penalty: 5202.001953
	Iteration 5Q: 3 clusters Score -6495804 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -6495973.000000 Penalty: 5202.001953
	Iteration 6Q: 3 clusters Score -6495973 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -6496133.000000 Penalty: 5202.001953
	Iteration 7Q: 3 clusters Score -6496133 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -6496304.500000 Penalty: 5202.001953
	Iteration 8Q: 3 clusters Score -6496304 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -6496446.000000 Penalty: 5202.001953
	Iteration 9Q: 3 clusters Score -6496446 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6496597.500000 Penalty: 5202.001953
	Iteration 10Q: 3 clusters Score -6496598 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -6496759.500000 Penalty: 5202.001953
	Iteration 11Q: 3 clusters Score -6496760 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6496961.500000 Penalty: 5202.001953
	Iteration 12Q: 3 clusters Score -6496962 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6497191.000000 Penalty: 5202.001953
	Iteration 13Q: 3 clusters Score -6497191 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -6497485.000000 Penalty: 5202.001953
	Iteration 14Q: 3 clusters Score -6497485 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -6498035.500000 Penalty: 5202.001953
	Iteration 15Q: 3 clusters Score -6498036 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -6498970.000000 Penalty: 5202.001953
	Iteration 16Q: 3 clusters Score -6498970 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6499889.000000 Penalty: 5202.001953
	Iteration 17Q: 3 clusters Score -6499889 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6500688.000000 Penalty: 5202.001953
	Iteration 18Q: 3 clusters Score -6500688 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -6501164.500000 Penalty: 5202.001953
	Iteration 19Q: 3 clusters Score -6501164 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -6501401.000000 Penalty: 5202.001953
	Iteration 20F: 3 clusters Score -6501401 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6501558.500000 Penalty: 5202.001953
	Iteration 21Q: 3 clusters Score -6501558 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6501653.000000 Penalty: 5202.001953
	Iteration 22Q: 3 clusters Score -6501653 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -6501759.000000 Penalty: 5202.001953
	Iteration 23Q: 3 clusters Score -6501759 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -6501860.500000 Penalty: 5202.001953
	Iteration 24Q: 3 clusters Score -6501860 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6501995.000000 Penalty: 5202.001953
	Iteration 25Q: 3 clusters Score -6501995 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6502130.000000 Penalty: 5202.001953
	Iteration 26Q: 3 clusters Score -6502130 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6502265.500000 Penalty: 5202.001953
	Iteration 27Q: 3 clusters Score -6502266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -6502489.500000 Penalty: 5202.001953
	Iteration 28Q: 3 clusters Score -6502490 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6502746.000000 Penalty: 5202.001953
	Iteration 29Q: 3 clusters Score -6502746 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6503061.500000 Penalty: 5202.001953
	Iteration 30Q: 3 clusters Score -6503062 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6503464.500000 Penalty: 5202.001953
	Iteration 31Q: 3 clusters Score -6503464 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6503887.500000 Penalty: 5202.001953
	Iteration 32Q: 3 clusters Score -6503888 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6504262.000000 Penalty: 5202.001953
	Iteration 33Q: 3 clusters Score -6504262 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -6504606.500000 Penalty: 5202.001953
	Iteration 34Q: 3 clusters Score -6504606 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -6504977.000000 Penalty: 5202.001953
	Iteration 35Q: 3 clusters Score -6504977 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -6505309.000000 Penalty: 5202.001953
	Iteration 36Q: 3 clusters Score -6505309 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -6505596.000000 Penalty: 5202.001953
	Iteration 37Q: 3 clusters Score -6505596 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6505893.000000 Penalty: 5202.001953
	Iteration 38Q: 3 clusters Score -6505893 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6506127.000000 Penalty: 5202.001953
	Iteration 39Q: 3 clusters Score -6506127 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6506355.500000 Penalty: 5202.001953
	Iteration 40F: 3 clusters Score -6506356 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6506526.500000 Penalty: 5202.001953
	Iteration 41Q: 3 clusters Score -6506526 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6506640.000000 Penalty: 5202.001953
	Iteration 42Q: 3 clusters Score -6506640 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -6506691.500000 Penalty: 5202.001953
	Iteration 43Q: 3 clusters Score -6506692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -6506740.000000 Penalty: 5202.001953
	Iteration 44Q: 3 clusters Score -6506740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6506766.000000 Penalty: 5202.001953
	Iteration 45Q: 3 clusters Score -6506766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6506789.000000 Penalty: 5202.001953
	Iteration 46Q: 3 clusters Score -6506789 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6506804.500000 Penalty: 5202.001953
	Iteration 47Q: 3 clusters Score -6506804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6506804.500000 Penalty: 5202.001953
	Iteration 48Q: 3 clusters Score -6506804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6506828.000000 Penalty: 5202.001953
	Iteration 49Q: 3 clusters Score -6506828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6506827.500000 Penalty: 5202.001953
	Iteration 50Q: 3 clusters Score -6506828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -6506829.000000 Penalty: 5202.001953
	Iteration 51Q: 3 clusters Score -6506829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6506826.000000 Penalty: 5202.001953
	Iteration 52Q: 3 clusters Score -6506826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6506814.000000 Penalty: 5202.001953
	Iteration 53Q: 3 clusters Score -6506814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6506822.500000 Penalty: 5202.001953
	Iteration 54Q: 3 clusters Score -6506822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -6506812.500000 Penalty: 5202.001953
	Iteration 55Q: 3 clusters Score -6506812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -6506821.500000 Penalty: 5202.001953
	Iteration 56Q: 3 clusters Score -6506822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6506820.500000 Penalty: 5202.001953
	Iteration 57Q: 3 clusters Score -6506820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6506817.500000 Penalty: 5202.001953
	Iteration 58Q: 3 clusters Score -6506818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6506827.500000 Penalty: 5202.001953
	Iteration 59Q: 3 clusters Score -6506828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6506823.000000 Penalty: 5202.001953
	Iteration 60F: 3 clusters Score -6506823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -6506820.500000 Penalty: 5202.001953
	Iteration 61Q: 3 clusters Score -6506820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6506815.500000 Penalty: 5202.001953
	Iteration 62Q: 3 clusters Score -6506816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -6506814.000000 Penalty: 5202.001953
	Iteration 63Q: 3 clusters Score -6506814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6506821.000000 Penalty: 5202.001953
	Iteration 64Q: 3 clusters Score -6506821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -6506820.500000 Penalty: 5202.001953
	Iteration 65Q: 3 clusters Score -6506820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6506821.500000 Penalty: 5202.001953
	Iteration 66Q: 3 clusters Score -6506822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6506833.500000 Penalty: 5202.001953
	Iteration 67Q: 3 clusters Score -6506834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -6506832.500000 Penalty: 5202.001953
	Iteration 68Q: 3 clusters Score -6506832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6506830.000000 Penalty: 5202.001953
	Iteration 69Q: 3 clusters Score -6506830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6506833.000000 Penalty: 5202.001953
	Iteration 70Q: 3 clusters Score -6506833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -6506837.500000 Penalty: 5202.001953
	Iteration 71Q: 3 clusters Score -6506838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6506840.500000 Penalty: 5202.001953
	Iteration 72Q: 3 clusters Score -6506840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6506840.500000 Penalty: 5202.001953
	Iteration 73F: 3 clusters Score -6506840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (33818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Entering Unmasked Estep 
Score: -6018989.500000 Penalty: 2586.329590
	Iteration 0F: 2 clusters Score -6018990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5995933.500000 Penalty: 5172.659180
	Iteration 0F: 3 clusters Score -5995934 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -6004252.500000 Penalty: 5172.659180
	Iteration 1F: 3 clusters Score -6004252 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -6004727.500000 Penalty: 5172.659180
	Iteration 2Q: 3 clusters Score -6004728 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -6005152.000000 Penalty: 5172.659180
	Iteration 3Q: 3 clusters Score -6005152 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6005534.500000 Penalty: 5172.659180
	Iteration 4Q: 3 clusters Score -6005534 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -6005951.000000 Penalty: 5172.659180
	Iteration 5Q: 3 clusters Score -6005951 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -6006435.500000 Penalty: 5172.659180
	Iteration 6Q: 3 clusters Score -6006436 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6007049.500000 Penalty: 5172.659180
	Iteration 7Q: 3 clusters Score -6007050 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6007817.000000 Penalty: 5172.659180
	Iteration 8Q: 3 clusters Score -6007817 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6008774.000000 Penalty: 5172.659180
	Iteration 9F: 3 clusters Score -6008774 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -6009968.000000 Penalty: 5172.659180
	Iteration 10F: 3 clusters Score -6009968 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -6011154.000000 Penalty: 5172.659180
	Iteration 11F: 3 clusters Score -6011154 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6012259.500000 Penalty: 5172.659180
	Iteration 12F: 3 clusters Score -6012260 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6013183.000000 Penalty: 5172.659180
	Iteration 13Q: 3 clusters Score -6013183 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6013943.500000 Penalty: 5172.659180
	Iteration 14Q: 3 clusters Score -6013944 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6014585.000000 Penalty: 5172.659180
	Iteration 15Q: 3 clusters Score -6014585 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6015172.000000 Penalty: 5172.659180
	Iteration 16Q: 3 clusters Score -6015172 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6015691.000000 Penalty: 5172.659180
	Iteration 17Q: 3 clusters Score -6015691 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6016053.000000 Penalty: 5172.659180
	Iteration 18Q: 3 clusters Score -6016053 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6016298.000000 Penalty: 5172.659180
	Iteration 19Q: 3 clusters Score -6016298 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6016461.000000 Penalty: 5172.659180
	Iteration 20F: 3 clusters Score -6016461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6016535.500000 Penalty: 5172.659180
	Iteration 21Q: 3 clusters Score -6016536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6016593.500000 Penalty: 5172.659180
	Iteration 22Q: 3 clusters Score -6016594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6016628.500000 Penalty: 5172.659180
	Iteration 23Q: 3 clusters Score -6016628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6016654.000000 Penalty: 5172.659180
	Iteration 24Q: 3 clusters Score -6016654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6016676.500000 Penalty: 5172.659180
	Iteration 25Q: 3 clusters Score -6016676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6016691.000000 Penalty: 5172.659180
	Iteration 26Q: 3 clusters Score -6016691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6016699.500000 Penalty: 5172.659180
	Iteration 27Q: 3 clusters Score -6016700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6016704.500000 Penalty: 5172.659180
	Iteration 28Q: 3 clusters Score -6016704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6016709.500000 Penalty: 5172.659180
	Iteration 29Q: 3 clusters Score -6016710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6016717.000000 Penalty: 5172.659180
	Iteration 30Q: 3 clusters Score -6016717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6016719.000000 Penalty: 5172.659180
	Iteration 31Q: 3 clusters Score -6016719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6016719.000000 Penalty: 5172.659180
	Iteration 32F: 3 clusters Score -6016719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -1348825.125000 Penalty: 2223.022461
	Iteration 0F: 2 clusters Score -1348825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1342576.125000 Penalty: 4446.044922
	Iteration 0F: 3 clusters Score -1342576 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1344326.500000 Penalty: 4446.044922
	Iteration 1F: 3 clusters Score -1344326 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1344861.750000 Penalty: 4446.044922
	Iteration 2F: 3 clusters Score -1344862 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1345449.000000 Penalty: 4446.044922
	Iteration 3F: 3 clusters Score -1345449 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1346049.000000 Penalty: 4446.044922
	Iteration 4F: 3 clusters Score -1346049 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1346503.750000 Penalty: 4446.044922
	Iteration 5F: 3 clusters Score -1346504 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1346767.375000 Penalty: 4446.044922
	Iteration 6F: 3 clusters Score -1346767 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1346922.875000 Penalty: 4446.044922
	Iteration 7Q: 3 clusters Score -1346923 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1347003.750000 Penalty: 4446.044922
	Iteration 8Q: 3 clusters Score -1347004 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1347054.875000 Penalty: 4446.044922
	Iteration 9Q: 3 clusters Score -1347055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1347085.625000 Penalty: 4446.044922
	Iteration 10Q: 3 clusters Score -1347086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1347108.875000 Penalty: 4446.044922
	Iteration 11Q: 3 clusters Score -1347109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1347124.000000 Penalty: 4446.044922
	Iteration 12Q: 3 clusters Score -1347124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1347128.375000 Penalty: 4446.044922
	Iteration 13Q: 3 clusters Score -1347128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1347136.750000 Penalty: 4446.044922
	Iteration 14Q: 3 clusters Score -1347137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1347134.125000 Penalty: 4446.044922
	Iteration 15Q: 3 clusters Score -1347134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1347137.625000 Penalty: 4446.044922
	Iteration 16Q: 3 clusters Score -1347138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1347139.750000 Penalty: 4446.044922
	Iteration 17Q: 3 clusters Score -1347140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1347144.750000 Penalty: 4446.044922
	Iteration 18Q: 3 clusters Score -1347145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1347144.375000 Penalty: 4446.044922
	Iteration 19Q: 3 clusters Score -1347144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1347146.625000 Penalty: 4446.044922
	Iteration 20F: 3 clusters Score -1347147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1347148.875000 Penalty: 4446.044922
	Iteration 21Q: 3 clusters Score -1347149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1347148.750000 Penalty: 4446.044922
	Iteration 22Q: 3 clusters Score -1347149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1347149.875000 Penalty: 4446.044922
	Iteration 23Q: 3 clusters Score -1347150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1347152.625000 Penalty: 4446.044922
	Iteration 24Q: 3 clusters Score -1347153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1347156.375000 Penalty: 4446.044922
	Iteration 25Q: 3 clusters Score -1347156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1347155.625000 Penalty: 4446.044922
	Iteration 26Q: 3 clusters Score -1347156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1347158.750000 Penalty: 4446.044922
	Iteration 27Q: 3 clusters Score -1347159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1347157.250000 Penalty: 4446.044922
	Iteration 28Q: 3 clusters Score -1347157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1347158.875000 Penalty: 4446.044922
	Iteration 29Q: 3 clusters Score -1347159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1347160.000000 Penalty: 4446.044922
	Iteration 30Q: 3 clusters Score -1347160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1347158.000000 Penalty: 4446.044922
	Iteration 31Q: 3 clusters Score -1347158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1347158.500000 Penalty: 4446.044922
	Iteration 32Q: 3 clusters Score -1347158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1347159.625000 Penalty: 4446.044922
	Iteration 33Q: 3 clusters Score -1347160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1347166.125000 Penalty: 4446.044922
	Iteration 34Q: 3 clusters Score -1347166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1347167.875000 Penalty: 4446.044922
	Iteration 35Q: 3 clusters Score -1347168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1347168.250000 Penalty: 4446.044922
	Iteration 36Q: 3 clusters Score -1347168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1347168.500000 Penalty: 4446.044922
	Iteration 37Q: 3 clusters Score -1347168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1347167.375000 Penalty: 4446.044922
	Iteration 38Q: 3 clusters Score -1347167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1347167.375000 Penalty: 4446.044922
	Iteration 39F: 3 clusters Score -1347167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -498718.593750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -498718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -495496.375000 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -495496.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -496268.531250 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -496268.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -496535.781250 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -496535.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -496689.281250 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -496689.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -496807.906250 Penalty: 3966.840820
	Iteration 4Q: 3 clusters Score -496807.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -496878.687500 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -496878.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -496922.625000 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -496922.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -496947.656250 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -496947.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -496979.281250 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -496979.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -497001.250000 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -497001.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -497031.218750 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -497031.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -497058.781250 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -497058.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -497076.562500 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -497076.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -497091.812500 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -497091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -497102.218750 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -497102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -497114.562500 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -497114.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -497128.312500 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -497128.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -497138.531250 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -497138.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -497150.375000 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -497150.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -497165.843750 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -497165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -497175.062500 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -497175.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -497181.062500 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -497181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -497184.625000 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -497184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -497190.500000 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -497190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -497194.531250 Penalty: 3966.840820
	Iteration 24Q: 3 clusters Score -497194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -497195.750000 Penalty: 3966.840820
	Iteration 25Q: 3 clusters Score -497195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -497197.218750 Penalty: 3966.840820
	Iteration 26Q: 3 clusters Score -497197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -497199.062500 Penalty: 3966.840820
	Iteration 27Q: 3 clusters Score -497199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -497202.062500 Penalty: 3966.840820
	Iteration 28Q: 3 clusters Score -497202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -497203.218750 Penalty: 3966.840820
	Iteration 29Q: 3 clusters Score -497203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -497206.312500 Penalty: 3966.840820
	Iteration 30Q: 3 clusters Score -497206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -497205.906250 Penalty: 3966.840820
	Iteration 31Q: 3 clusters Score -497205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -497206.562500 Penalty: 3966.840820
	Iteration 32Q: 3 clusters Score -497206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -497208.093750 Penalty: 3966.840820
	Iteration 33Q: 3 clusters Score -497208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -497210.062500 Penalty: 3966.840820
	Iteration 34Q: 3 clusters Score -497210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -497209.937500 Penalty: 3966.840820
	Iteration 35Q: 3 clusters Score -497209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -497210.406250 Penalty: 3966.840820
	Iteration 36Q: 3 clusters Score -497210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -497212.250000 Penalty: 3966.840820
	Iteration 37Q: 3 clusters Score -497212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -497213.156250 Penalty: 3966.840820
	Iteration 38Q: 3 clusters Score -497213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -497213.750000 Penalty: 3966.840820
	Iteration 39Q: 3 clusters Score -497213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -497215.406250 Penalty: 3966.840820
	Iteration 40F: 3 clusters Score -497215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -497216.250000 Penalty: 3966.840820
	Iteration 41Q: 3 clusters Score -497216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -497216.656250 Penalty: 3966.840820
	Iteration 42Q: 3 clusters Score -497216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497217.281250 Penalty: 3966.840820
	Iteration 43Q: 3 clusters Score -497217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497218.593750 Penalty: 3966.840820
	Iteration 44Q: 3 clusters Score -497218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -497218.937500 Penalty: 3966.840820
	Iteration 45Q: 3 clusters Score -497218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -497218.375000 Penalty: 3966.840820
	Iteration 46Q: 3 clusters Score -497218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -497218.375000 Penalty: 3966.840820
	Iteration 47F: 3 clusters Score -497218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -883476.562500 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -883476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -878687.312500 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -878687.3 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -880239.187500 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -880239.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -880915.625000 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -880915.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -881420.375000 Penalty: 4274.678711
	Iteration 3F: 3 clusters Score -881420.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -881814.250000 Penalty: 4274.678711
	Iteration 4F: 3 clusters Score -881814.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -882121.687500 Penalty: 4274.678711
	Iteration 5F: 3 clusters Score -882121.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -882339.062500 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -882339.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -882510.562500 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -882510.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -882650.687500 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -882650.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -882771.375000 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -882771.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -882838.625000 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -882838.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -882868.625000 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -882868.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -882890.625000 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -882890.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -882908.812500 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -882908.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -882928.125000 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -882928.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -882940.125000 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -882940.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -882950.750000 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -882950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -882964.750000 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -882964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -882971.687500 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -882971.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -882979.750000 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -882979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -882981.062500 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -882981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -882980.500000 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -882980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -882981.687500 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -882981.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -882981.437500 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -882981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -882984.375000 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -882984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -882983.562500 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -882983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -882985.562500 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -882985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -882988.250000 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -882988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -882987.750000 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -882987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -882987.750000 Penalty: 4274.678711
	Iteration 29F: 3 clusters Score -882987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -1094806.375000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -1094806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1089488.625000 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -1089489 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1090838.000000 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -1090838 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1091032.875000 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -1091033 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1091170.500000 Penalty: 4327.770996
	Iteration 3Q: 3 clusters Score -1091170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1091269.750000 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -1091270 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1091349.625000 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -1091350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1091423.000000 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -1091423 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1091505.625000 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -1091506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1091588.750000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -1091589 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1091675.750000 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -1091676 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1091767.375000 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -1091767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1091861.500000 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -1091862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1091943.875000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -1091944 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1092018.500000 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -1092018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1092095.500000 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -1092096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1092164.250000 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -1092164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1092233.750000 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -1092234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1092287.875000 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -1092288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1092347.875000 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -1092348 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1092415.000000 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -1092415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1092470.625000 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -1092471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1092526.125000 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -1092526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1092585.875000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -1092586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1092636.875000 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -1092637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1092683.875000 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -1092684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1092726.750000 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -1092727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1092773.250000 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -1092773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1092817.875000 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -1092818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1092849.750000 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -1092850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1092882.500000 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -1092882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1092914.000000 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -1092914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1092944.750000 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -1092945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1092963.500000 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -1092964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1092979.125000 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -1092979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1092994.125000 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -1092994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1093009.500000 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -1093010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1093024.250000 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -1093024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1093039.875000 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -1093040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1093049.625000 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -1093050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1093057.625000 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -1093058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1093066.625000 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -1093067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1093072.500000 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -1093072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1093078.375000 Penalty: 4327.770996
	Iteration 42Q: 3 clusters Score -1093078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1093080.875000 Penalty: 4327.770996
	Iteration 43Q: 3 clusters Score -1093081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1093082.875000 Penalty: 4327.770996
	Iteration 44Q: 3 clusters Score -1093083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1093085.125000 Penalty: 4327.770996
	Iteration 45Q: 3 clusters Score -1093085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1093084.875000 Penalty: 4327.770996
	Iteration 46Q: 3 clusters Score -1093085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1093086.750000 Penalty: 4327.770996
	Iteration 47Q: 3 clusters Score -1093087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1093085.375000 Penalty: 4327.770996
	Iteration 48Q: 3 clusters Score -1093085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1093085.750000 Penalty: 4327.770996
	Iteration 49Q: 3 clusters Score -1093086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1093087.750000 Penalty: 4327.770996
	Iteration 50Q: 3 clusters Score -1093088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1093090.000000 Penalty: 4327.770996
	Iteration 51Q: 3 clusters Score -1093090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1093088.750000 Penalty: 4327.770996
	Iteration 52Q: 3 clusters Score -1093089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1093088.750000 Penalty: 4327.770996
	Iteration 53F: 3 clusters Score -1093089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -450842.406250 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -450842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -447788.687500 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -447788.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -448349.812500 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -448349.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -448487.781250 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -448487.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -448567.406250 Penalty: 3910.749756
	Iteration 3Q: 3 clusters Score -448567.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -448627.281250 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -448627.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -448674.718750 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -448674.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -448717.062500 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -448717.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -448752.468750 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -448752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -448777.281250 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -448777.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -448799.750000 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -448799.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -448821.875000 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -448821.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -448837.437500 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -448837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -448848.593750 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -448848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -448861.656250 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -448861.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -448871.468750 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -448871.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -448882.500000 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -448882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -448889.656250 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -448889.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -448896.500000 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -448896.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -448902.781250 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -448902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -448909.562500 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -448909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -448914.531250 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -448914.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -448917.062500 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -448917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -448919.531250 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -448919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -448920.531250 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -448920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -448923.656250 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -448923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -448924.187500 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -448924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -448924.187500 Penalty: 3910.749756
	Iteration 26F: 3 clusters Score -448924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -320427.187500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -320427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -317935.656250 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -317935.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -318555.562500 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -318555.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -318866.687500 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -318866.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319048.937500 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -319048.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -319164.468750 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -319164.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -319223.781250 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -319223.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -319276.562500 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -319276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319309.656250 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -319309.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319332.218750 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -319332.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -319347.500000 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -319347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -319361.312500 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -319361.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319374.718750 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -319374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319378.406250 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -319378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -319382.218750 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -319382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319387.906250 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -319387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319391.562500 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -319391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -319396.656250 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -319396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -319399.468750 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -319399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -319402.812500 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -319402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -319404.875000 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -319404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -319404.875000 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -319404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -1945287.250000 Penalty: 2322.592041
	Iteration 0F: 2 clusters Score -1945287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1936575.250000 Penalty: 4645.184082
	Iteration 0F: 3 clusters Score -1936575 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1939346.500000 Penalty: 4645.184082
	Iteration 1F: 3 clusters Score -1939346 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1939765.250000 Penalty: 4645.184082
	Iteration 2F: 3 clusters Score -1939765 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1940084.500000 Penalty: 4645.184082
	Iteration 3F: 3 clusters Score -1940084 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1940374.500000 Penalty: 4645.184082
	Iteration 4Q: 3 clusters Score -1940374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1940619.875000 Penalty: 4645.184082
	Iteration 5Q: 3 clusters Score -1940620 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1940840.500000 Penalty: 4645.184082
	Iteration 6Q: 3 clusters Score -1940840 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1941060.625000 Penalty: 4645.184082
	Iteration 7Q: 3 clusters Score -1941061 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1941304.250000 Penalty: 4645.184082
	Iteration 8Q: 3 clusters Score -1941304 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1941556.625000 Penalty: 4645.184082
	Iteration 9Q: 3 clusters Score -1941557 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1941854.000000 Penalty: 4645.184082
	Iteration 10Q: 3 clusters Score -1941854 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1942206.875000 Penalty: 4645.184082
	Iteration 11Q: 3 clusters Score -1942207 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1942540.625000 Penalty: 4645.184082
	Iteration 12Q: 3 clusters Score -1942541 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1942823.500000 Penalty: 4645.184082
	Iteration 13Q: 3 clusters Score -1942824 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1943035.375000 Penalty: 4645.184082
	Iteration 14Q: 3 clusters Score -1943035 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1943191.125000 Penalty: 4645.184082
	Iteration 15Q: 3 clusters Score -1943191 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1943290.500000 Penalty: 4645.184082
	Iteration 16Q: 3 clusters Score -1943290 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1943350.250000 Penalty: 4645.184082
	Iteration 17Q: 3 clusters Score -1943350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1943393.875000 Penalty: 4645.184082
	Iteration 18Q: 3 clusters Score -1943394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1943437.375000 Penalty: 4645.184082
	Iteration 19Q: 3 clusters Score -1943437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1943477.125000 Penalty: 4645.184082
	Iteration 20F: 3 clusters Score -1943477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1943514.625000 Penalty: 4645.184082
	Iteration 21Q: 3 clusters Score -1943515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1943553.125000 Penalty: 4645.184082
	Iteration 22Q: 3 clusters Score -1943553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1943578.750000 Penalty: 4645.184082
	Iteration 23Q: 3 clusters Score -1943579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1943599.125000 Penalty: 4645.184082
	Iteration 24Q: 3 clusters Score -1943599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1943616.625000 Penalty: 4645.184082
	Iteration 25Q: 3 clusters Score -1943617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1943627.875000 Penalty: 4645.184082
	Iteration 26Q: 3 clusters Score -1943628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1943638.500000 Penalty: 4645.184082
	Iteration 27Q: 3 clusters Score -1943638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1943653.500000 Penalty: 4645.184082
	Iteration 28Q: 3 clusters Score -1943654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1943672.125000 Penalty: 4645.184082
	Iteration 29Q: 3 clusters Score -1943672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1943697.250000 Penalty: 4645.184082
	Iteration 30Q: 3 clusters Score -1943697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1943714.750000 Penalty: 4645.184082
	Iteration 31Q: 3 clusters Score -1943715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1943726.750000 Penalty: 4645.184082
	Iteration 32Q: 3 clusters Score -1943727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1943741.125000 Penalty: 4645.184082
	Iteration 33Q: 3 clusters Score -1943741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1943752.000000 Penalty: 4645.184082
	Iteration 34Q: 3 clusters Score -1943752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1943767.875000 Penalty: 4645.184082
	Iteration 35Q: 3 clusters Score -1943768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1943779.500000 Penalty: 4645.184082
	Iteration 36Q: 3 clusters Score -1943780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1943799.250000 Penalty: 4645.184082
	Iteration 37Q: 3 clusters Score -1943799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1943825.875000 Penalty: 4645.184082
	Iteration 38Q: 3 clusters Score -1943826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1943849.750000 Penalty: 4645.184082
	Iteration 39Q: 3 clusters Score -1943850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1943886.375000 Penalty: 4645.184082
	Iteration 40F: 3 clusters Score -1943886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1943938.750000 Penalty: 4645.184082
	Iteration 41Q: 3 clusters Score -1943939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1943984.750000 Penalty: 4645.184082
	Iteration 42Q: 3 clusters Score -1943985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1944020.000000 Penalty: 4645.184082
	Iteration 43Q: 3 clusters Score -1944020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1944045.875000 Penalty: 4645.184082
	Iteration 44Q: 3 clusters Score -1944046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1944056.750000 Penalty: 4645.184082
	Iteration 45Q: 3 clusters Score -1944057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1944073.125000 Penalty: 4645.184082
	Iteration 46Q: 3 clusters Score -1944073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1944080.125000 Penalty: 4645.184082
	Iteration 47Q: 3 clusters Score -1944080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1944091.250000 Penalty: 4645.184082
	Iteration 48Q: 3 clusters Score -1944091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1944095.000000 Penalty: 4645.184082
	Iteration 49Q: 3 clusters Score -1944095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1944096.625000 Penalty: 4645.184082
	Iteration 50Q: 3 clusters Score -1944097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1944103.750000 Penalty: 4645.184082
	Iteration 51Q: 3 clusters Score -1944104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1944105.625000 Penalty: 4645.184082
	Iteration 52Q: 3 clusters Score -1944106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1944107.625000 Penalty: 4645.184082
	Iteration 53Q: 3 clusters Score -1944108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1944110.750000 Penalty: 4645.184082
	Iteration 54Q: 3 clusters Score -1944111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1944112.500000 Penalty: 4645.184082
	Iteration 55Q: 3 clusters Score -1944112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1944114.750000 Penalty: 4645.184082
	Iteration 56Q: 3 clusters Score -1944115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1944115.125000 Penalty: 4645.184082
	Iteration 57Q: 3 clusters Score -1944115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1944117.625000 Penalty: 4645.184082
	Iteration 58Q: 3 clusters Score -1944118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1944118.000000 Penalty: 4645.184082
	Iteration 59Q: 3 clusters Score -1944118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1944118.000000 Penalty: 4645.184082
	Iteration 60F: 3 clusters Score -1944118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -541385.562500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -541385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -538101.937500 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -538101.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -538890.875000 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -538890.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -539265.187500 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -539265.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -539528.562500 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -539528.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -539696.250000 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -539696.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -539831.312500 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -539831.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -539932.937500 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -539932.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -539999.625000 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -539999.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -540043.000000 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -540043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -540086.062500 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -540086.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -540118.250000 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -540118.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -540139.312500 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -540139.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -540151.437500 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -540151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -540162.312500 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -540162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -540168.187500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -540168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -540173.875000 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -540173.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -540177.500000 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -540177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -540179.937500 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -540179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -540183.187500 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -540183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -540189.000000 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -540189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540189.500000 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -540189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540194.125000 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -540194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -540196.812500 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -540196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -540198.250000 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -540198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540199.062500 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -540199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540198.625000 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -540198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540198.625000 Penalty: 3979.356689
	Iteration 26F: 3 clusters Score -540198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -685017.750000 Penalty: 2064.795898
	Iteration 0F: 2 clusters Score -685017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -681111.250000 Penalty: 4129.591797
	Iteration 0F: 3 clusters Score -681111.2 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -682212.500000 Penalty: 4129.591797
	Iteration 1F: 3 clusters Score -682212.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -682518.937500 Penalty: 4129.591797
	Iteration 2F: 3 clusters Score -682518.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -682796.937500 Penalty: 4129.591797
	Iteration 3F: 3 clusters Score -682796.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -683104.625000 Penalty: 4129.591797
	Iteration 4F: 3 clusters Score -683104.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -683440.312500 Penalty: 4129.591797
	Iteration 5F: 3 clusters Score -683440.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -683731.250000 Penalty: 4129.591797
	Iteration 6F: 3 clusters Score -683731.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -683935.125000 Penalty: 4129.591797
	Iteration 7F: 3 clusters Score -683935.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -684061.625000 Penalty: 4129.591797
	Iteration 8Q: 3 clusters Score -684061.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -684132.125000 Penalty: 4129.591797
	Iteration 9Q: 3 clusters Score -684132.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -684178.750000 Penalty: 4129.591797
	Iteration 10Q: 3 clusters Score -684178.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -684208.187500 Penalty: 4129.591797
	Iteration 11Q: 3 clusters Score -684208.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -684234.500000 Penalty: 4129.591797
	Iteration 12Q: 3 clusters Score -684234.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -684250.375000 Penalty: 4129.591797
	Iteration 13Q: 3 clusters Score -684250.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -684265.437500 Penalty: 4129.591797
	Iteration 14Q: 3 clusters Score -684265.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -684279.687500 Penalty: 4129.591797
	Iteration 15Q: 3 clusters Score -684279.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -684286.562500 Penalty: 4129.591797
	Iteration 16Q: 3 clusters Score -684286.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -684294.375000 Penalty: 4129.591797
	Iteration 17Q: 3 clusters Score -684294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -684296.250000 Penalty: 4129.591797
	Iteration 18Q: 3 clusters Score -684296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -684298.562500 Penalty: 4129.591797
	Iteration 19Q: 3 clusters Score -684298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -684298.062500 Penalty: 4129.591797
	Iteration 20F: 3 clusters Score -684298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -684300.437500 Penalty: 4129.591797
	Iteration 21Q: 3 clusters Score -684300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -684302.187500 Penalty: 4129.591797
	Iteration 22Q: 3 clusters Score -684302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -684302.187500 Penalty: 4129.591797
	Iteration 23F: 3 clusters Score -684302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -488450.843750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -488450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -485188.187500 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -485188.2 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -486047.250000 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -486047.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -486356.812500 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -486356.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -486568.875000 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -486568.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -486734.468750 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -486734.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -486869.812500 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -486869.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -486961.937500 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -486961.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -487023.593750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -487023.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -487069.500000 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -487069.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -487105.250000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -487105.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -487121.750000 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -487121.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -487141.906250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -487141.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -487159.062500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -487159.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -487173.093750 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -487173.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -487184.906250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -487184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -487193.187500 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -487193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -487203.062500 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -487203.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -487212.343750 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -487212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -487221.500000 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -487221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -487223.875000 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -487223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -487225.093750 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -487225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -487226.531250 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -487226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -487227.937500 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -487227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -487228.312500 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -487228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487228.968750 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -487229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -487229.656250 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -487229.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487230.125000 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -487230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -487230.125000 Penalty: 3956.050537
	Iteration 27F: 3 clusters Score -487230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76431 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37131 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36479 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35879 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282064.000000 Penalty: 226628.296875
Iteration 279Q: 69 clusters Score -1.172821e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37132 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36473 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35885 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282088.000000 Penalty: 226628.296875
Iteration 280F: 69 clusters Score -1.172821e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37130 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36475 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35884 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282160.000000 Penalty: 226628.296875
Iteration 281Q: 69 clusters Score -1.172822e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37130 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36475 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35884 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282160.000000 Penalty: 226628.296875
Iteration 282F: 69 clusters Score -1.172822e+08 nChanged 0
Entering ConstructFrom: 
Score: -117282160.000000 Penalty: 226628.296875
Entering ConstructFrom: 
Trying to split cluster 1 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -727961.625000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -727961.6 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 2191 members 
Entering Unmasked Estep 
Score: -723753.687500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -723753.7 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -724852.250000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -724852.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -725267.875000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -725267.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -725575.625000 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -725575.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -725796.875000 Penalty: 4164.380859
	Iteration 4F: 3 clusters Score -725796.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -725950.125000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -725950.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -726065.687500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -726065.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -726136.250000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -726136.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -726195.937500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -726195.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -726257.875000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -726257.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -726311.937500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -726311.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -726362.187500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -726362.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -726407.812500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -726407.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -726452.750000 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -726452.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -726486.562500 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -726486.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -726508.812500 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -726508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -726532.500000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -726532.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -726554.187500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -726554.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -726569.500000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -726569.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -726581.375000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -726581.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -726590.500000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -726590.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -726600.562500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -726600.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -726609.562500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -726609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -726623.812500 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -726623.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -726634.937500 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -726634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -726643.125000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -726643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -726649.125000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -726649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -726654.625000 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -726654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -726655.437500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -726655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -726656.437500 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -726656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -726656.812500 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -726656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -726657.062500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -726657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -726659.562500 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -726659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -726659.562500 Penalty: 4164.380859
	Iteration 33F: 3 clusters Score -726659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -590689.937500 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -590689.9 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 1724 members 
Entering Unmasked Estep 
Score: -587178.125000 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -587178.1 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -587919.437500 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -587919.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -588072.187500 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -588072.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -588151.312500 Penalty: 4041.485352
	Iteration 3Q: 3 clusters Score -588151.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -588211.937500 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -588211.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -588257.062500 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -588257.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -588300.375000 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -588300.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -588325.187500 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -588325.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -588339.187500 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -588339.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -588350.750000 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -588350.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -588364.937500 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -588364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -588375.437500 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -588375.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -588383.187500 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -588383.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -588389.250000 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -588389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -588393.687500 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -588393.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -588396.625000 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -588396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -588399.125000 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -588399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -588398.500000 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -588398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -588401.562500 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -588401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -588403.375000 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -588403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -588406.937500 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -588406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -588409.437500 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -588409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -588413.250000 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -588413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -588418.062500 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -588418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -588421.625000 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -588421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -588424.625000 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -588424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -588426.562500 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -588426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -588427.375000 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -588427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -588430.250000 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -588430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -588432.875000 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -588432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -588439.187500 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -588439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -588444.062500 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -588444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -588448.937500 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -588448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -588456.062500 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -588456.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -588462.437500 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -588462.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -588475.562500 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -588475.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -588485.500000 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -588485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -588495.000000 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -588495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -588505.812500 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -588505.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -588515.875000 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -588515.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -588527.562500 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -588527.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -588539.812500 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -588539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -588554.812500 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -588554.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -588577.562500 Penalty: 4041.485352
	Iteration 43Q: 3 clusters Score -588577.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -588600.875000 Penalty: 4041.485352
	Iteration 44Q: 3 clusters Score -588600.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -588626.187500 Penalty: 4041.485352
	Iteration 45Q: 3 clusters Score -588626.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -588646.875000 Penalty: 4041.485352
	Iteration 46Q: 3 clusters Score -588646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -588659.187500 Penalty: 4041.485352
	Iteration 47Q: 3 clusters Score -588659.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -588673.750000 Penalty: 4041.485352
	Iteration 48Q: 3 clusters Score -588673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -588692.500000 Penalty: 4041.485352
	Iteration 49Q: 3 clusters Score -588692.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -588707.500000 Penalty: 4041.485352
	Iteration 50Q: 3 clusters Score -588707.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -588724.562500 Penalty: 4041.485352
	Iteration 51Q: 3 clusters Score -588724.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -588737.250000 Penalty: 4041.485352
	Iteration 52Q: 3 clusters Score -588737.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -588748.750000 Penalty: 4041.485352
	Iteration 53Q: 3 clusters Score -588748.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -588760.812500 Penalty: 4041.485352
	Iteration 54Q: 3 clusters Score -588760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -588771.125000 Penalty: 4041.485352
	Iteration 55Q: 3 clusters Score -588771.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -588786.125000 Penalty: 4041.485352
	Iteration 56Q: 3 clusters Score -588786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -588801.562500 Penalty: 4041.485352
	Iteration 57Q: 3 clusters Score -588801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -588812.187500 Penalty: 4041.485352
	Iteration 58Q: 3 clusters Score -588812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -588821.562500 Penalty: 4041.485352
	Iteration 59Q: 3 clusters Score -588821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -588829.875000 Penalty: 4041.485352
	Iteration 60F: 3 clusters Score -588829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -588842.875000 Penalty: 4041.485352
	Iteration 61Q: 3 clusters Score -588842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -588847.250000 Penalty: 4041.485352
	Iteration 62Q: 3 clusters Score -588847.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588851.875000 Penalty: 4041.485352
	Iteration 63Q: 3 clusters Score -588851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -588857.250000 Penalty: 4041.485352
	Iteration 64Q: 3 clusters Score -588857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -588859.500000 Penalty: 4041.485352
	Iteration 65Q: 3 clusters Score -588859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -588862.812500 Penalty: 4041.485352
	Iteration 66Q: 3 clusters Score -588862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -588864.312500 Penalty: 4041.485352
	Iteration 67Q: 3 clusters Score -588864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -588866.437500 Penalty: 4041.485352
	Iteration 68Q: 3 clusters Score -588866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -588867.687500 Penalty: 4041.485352
	Iteration 69Q: 3 clusters Score -588867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -588868.312500 Penalty: 4041.485352
	Iteration 70Q: 3 clusters Score -588868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -588871.187500 Penalty: 4041.485352
	Iteration 71Q: 3 clusters Score -588871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -588872.937500 Penalty: 4041.485352
	Iteration 72Q: 3 clusters Score -588872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -588873.562500 Penalty: 4041.485352
	Iteration 73Q: 3 clusters Score -588873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -588873.937500 Penalty: 4041.485352
	Iteration 74Q: 3 clusters Score -588873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -588874.625000 Penalty: 4041.485352
	Iteration 75Q: 3 clusters Score -588874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -588878.000000 Penalty: 4041.485352
	Iteration 76Q: 3 clusters Score -588878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -588882.000000 Penalty: 4041.485352
	Iteration 77Q: 3 clusters Score -588882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -588884.937500 Penalty: 4041.485352
	Iteration 78Q: 3 clusters Score -588884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -588886.875000 Penalty: 4041.485352
	Iteration 79Q: 3 clusters Score -588886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -588890.187500 Penalty: 4041.485352
	Iteration 80F: 3 clusters Score -588890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -588894.562500 Penalty: 4041.485352
	Iteration 81Q: 3 clusters Score -588894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -588895.937500 Penalty: 4041.485352
	Iteration 82Q: 3 clusters Score -588895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -588897.437500 Penalty: 4041.485352
	Iteration 83Q: 3 clusters Score -588897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -588898.562500 Penalty: 4041.485352
	Iteration 84Q: 3 clusters Score -588898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -588898.937500 Penalty: 4041.485352
	Iteration 85Q: 3 clusters Score -588898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -588900.562500 Penalty: 4041.485352
	Iteration 86Q: 3 clusters Score -588900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -588902.125000 Penalty: 4041.485352
	Iteration 87Q: 3 clusters Score -588902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -588902.687500 Penalty: 4041.485352
	Iteration 88Q: 3 clusters Score -588902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -588904.125000 Penalty: 4041.485352
	Iteration 89Q: 3 clusters Score -588904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -588907.937500 Penalty: 4041.485352
	Iteration 90Q: 3 clusters Score -588907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -588911.875000 Penalty: 4041.485352
	Iteration 91Q: 3 clusters Score -588911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -588915.187500 Penalty: 4041.485352
	Iteration 92Q: 3 clusters Score -588915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -588918.812500 Penalty: 4041.485352
	Iteration 93Q: 3 clusters Score -588918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -588922.937500 Penalty: 4041.485352
	Iteration 94Q: 3 clusters Score -588922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -588924.562500 Penalty: 4041.485352
	Iteration 95Q: 3 clusters Score -588924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -588926.562500 Penalty: 4041.485352
	Iteration 96Q: 3 clusters Score -588926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -588928.687500 Penalty: 4041.485352
	Iteration 97Q: 3 clusters Score -588928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -588932.687500 Penalty: 4041.485352
	Iteration 98Q: 3 clusters Score -588932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -588936.312500 Penalty: 4041.485352
	Iteration 99Q: 3 clusters Score -588936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -588938.937500 Penalty: 4041.485352
	Iteration 100F: 3 clusters Score -588938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -588943.500000 Penalty: 4041.485352
	Iteration 101Q: 3 clusters Score -588943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -588947.812500 Penalty: 4041.485352
	Iteration 102Q: 3 clusters Score -588947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -588951.375000 Penalty: 4041.485352
	Iteration 103Q: 3 clusters Score -588951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -588954.750000 Penalty: 4041.485352
	Iteration 104Q: 3 clusters Score -588954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -588960.062500 Penalty: 4041.485352
	Iteration 105Q: 3 clusters Score -588960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -588962.562500 Penalty: 4041.485352
	Iteration 106Q: 3 clusters Score -588962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -588964.437500 Penalty: 4041.485352
	Iteration 107Q: 3 clusters Score -588964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -588966.375000 Penalty: 4041.485352
	Iteration 108Q: 3 clusters Score -588966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -588968.750000 Penalty: 4041.485352
	Iteration 109Q: 3 clusters Score -588968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -588968.750000 Penalty: 4041.485352
	Iteration 110Q: 3 clusters Score -588968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -588972.687500 Penalty: 4041.485352
	Iteration 111Q: 3 clusters Score -588972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -588974.750000 Penalty: 4041.485352
	Iteration 112Q: 3 clusters Score -588974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -588974.750000 Penalty: 4041.485352
	Iteration 113F: 3 clusters Score -588974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -357646.312500 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -357646.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -354922.156250 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -354922.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -355505.968750 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -355506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355747.437500 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -355747.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -355981.468750 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -355981.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -356235.437500 Penalty: 3823.594238
	Iteration 4F: 3 clusters Score -356235.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -356448.500000 Penalty: 3823.594238
	Iteration 5F: 3 clusters Score -356448.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -356578.812500 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -356578.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -356655.000000 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -356655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -356700.937500 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -356700.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -356727.781250 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -356727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -356742.843750 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -356742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -356753.562500 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -356753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -356758.187500 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -356758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -356763.250000 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -356763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -356765.343750 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -356765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -356767.437500 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -356767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -356767.500000 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -356767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -356769.125000 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -356769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -356769.031250 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -356769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -356769.656250 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -356769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -356774.062500 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -356774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -356778.468750 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -356778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -356783.093750 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -356783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -356787.781250 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -356787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -356789.031250 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -356789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -356795.250000 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -356795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -356799.812500 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -356799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -356800.750000 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -356800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -356801.843750 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -356801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -356802.468750 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -356802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356803.500000 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -356803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -356804.406250 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -356804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -356805.093750 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -356805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -356805.468750 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -356805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -356806.531250 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -356806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -356807.343750 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -356807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -356808.437500 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -356808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -356810.718750 Penalty: 3823.594238
	Iteration 37Q: 3 clusters Score -356810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -356813.750000 Penalty: 3823.594238
	Iteration 38Q: 3 clusters Score -356813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356814.531250 Penalty: 3823.594238
	Iteration 39Q: 3 clusters Score -356814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356815.000000 Penalty: 3823.594238
	Iteration 40F: 3 clusters Score -356815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356816.687500 Penalty: 3823.594238
	Iteration 41Q: 3 clusters Score -356816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356816.687500 Penalty: 3823.594238
	Iteration 42F: 3 clusters Score -356816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -173553.906250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -173553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -171551.421875 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -171551.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -171900.000000 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -171900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -172015.890625 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -172015.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -172064.156250 Penalty: 3481.571045
	Iteration 3Q: 3 clusters Score -172064.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -172087.984375 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -172088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -172114.359375 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -172114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -172147.515625 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -172147.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172176.000000 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -172176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -172200.312500 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -172200.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -172212.328125 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -172212.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172226.562500 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -172226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -172250.265625 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -172250.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -172276.562500 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -172276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -172304.406250 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -172304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -172322.140625 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -172322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -172334.984375 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -172335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -172355.250000 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -172355.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -172370.562500 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -172370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -172382.171875 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -172382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -172406.437500 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -172406.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -172423.437500 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -172423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -172439.437500 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -172439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -172457.796875 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -172457.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172485.656250 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -172485.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -172510.640625 Penalty: 3481.571045
	Iteration 24Q: 3 clusters Score -172510.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -172541.859375 Penalty: 3481.571045
	Iteration 25Q: 3 clusters Score -172541.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172571.437500 Penalty: 3481.571045
	Iteration 26Q: 3 clusters Score -172571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172602.000000 Penalty: 3481.571045
	Iteration 27Q: 3 clusters Score -172602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -172630.859375 Penalty: 3481.571045
	Iteration 28Q: 3 clusters Score -172630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172649.921875 Penalty: 3481.571045
	Iteration 29Q: 3 clusters Score -172649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172666.234375 Penalty: 3481.571045
	Iteration 30Q: 3 clusters Score -172666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -172683.734375 Penalty: 3481.571045
	Iteration 31Q: 3 clusters Score -172683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172694.671875 Penalty: 3481.571045
	Iteration 32Q: 3 clusters Score -172694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -172707.609375 Penalty: 3481.571045
	Iteration 33Q: 3 clusters Score -172707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -172715.546875 Penalty: 3481.571045
	Iteration 34Q: 3 clusters Score -172715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172721.093750 Penalty: 3481.571045
	Iteration 35Q: 3 clusters Score -172721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172724.796875 Penalty: 3481.571045
	Iteration 36Q: 3 clusters Score -172724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172724.796875 Penalty: 3481.571045
	Iteration 37F: 3 clusters Score -172724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -945458.500000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -945458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -940747.812500 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -940747.8 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -941948.062500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -941948.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -942212.125000 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -942212.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -942354.687500 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -942354.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -942459.125000 Penalty: 4254.737793
	Iteration 4Q: 3 clusters Score -942459.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -942561.062500 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -942561.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -942646.375000 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -942646.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -942721.812500 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -942721.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -942806.187500 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -942806.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -942887.062500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -942887.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -942956.062500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -942956.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -943018.562500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -943018.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -943094.625000 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -943094.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -943177.812500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -943177.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -943260.562500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -943260.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -943329.937500 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -943329.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -943387.437500 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -943387.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -943454.250000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -943454.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -943519.812500 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -943519.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -943566.625000 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -943566.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -943605.937500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -943605.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -943638.125000 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -943638.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -943657.437500 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -943657.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -943679.437500 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -943679.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -943699.562500 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -943699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -943715.750000 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -943715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -943721.625000 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -943721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -943730.312500 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -943730.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -943740.062500 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -943740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -943744.750000 Penalty: 4254.737793
	Iteration 29Q: 3 clusters Score -943744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -943751.125000 Penalty: 4254.737793
	Iteration 30Q: 3 clusters Score -943751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -943754.437500 Penalty: 4254.737793
	Iteration 31Q: 3 clusters Score -943754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -943759.250000 Penalty: 4254.737793
	Iteration 32Q: 3 clusters Score -943759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -943765.250000 Penalty: 4254.737793
	Iteration 33Q: 3 clusters Score -943765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -943768.750000 Penalty: 4254.737793
	Iteration 34Q: 3 clusters Score -943768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -943769.187500 Penalty: 4254.737793
	Iteration 35Q: 3 clusters Score -943769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -943770.937500 Penalty: 4254.737793
	Iteration 36Q: 3 clusters Score -943770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -943773.375000 Penalty: 4254.737793
	Iteration 37Q: 3 clusters Score -943773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -943773.687500 Penalty: 4254.737793
	Iteration 38Q: 3 clusters Score -943773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -943774.500000 Penalty: 4254.737793
	Iteration 39Q: 3 clusters Score -943774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -943774.500000 Penalty: 4254.737793
	Iteration 40F: 3 clusters Score -943774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -754300.562500 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -754300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -750110.437500 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -750110.4 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -752318.875000 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -752318.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -753351.437500 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -753351.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -753858.125000 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -753858.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -754067.125000 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -754067.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -754161.437500 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -754161.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -754211.500000 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -754211.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -754239.062500 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -754239.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -754256.187500 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -754256.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -754263.125000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -754263.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -754267.875000 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -754267.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -754271.312500 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -754271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -754273.812500 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -754273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -754275.187500 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -754275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -754276.250000 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -754276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -754277.500000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -754277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -754276.687500 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -754276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -754278.687500 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -754278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -754277.750000 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -754277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -754280.437500 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -754280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -754280.437500 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -754280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -1780849.000000 Penalty: 2299.339355
	Iteration 0F: 2 clusters Score -1780849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1772783.875000 Penalty: 4598.678711
	Iteration 0F: 3 clusters Score -1772784 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1775075.750000 Penalty: 4598.678711
	Iteration 1F: 3 clusters Score -1775076 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1775359.250000 Penalty: 4598.678711
	Iteration 2F: 3 clusters Score -1775359 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1775569.000000 Penalty: 4598.678711
	Iteration 3Q: 3 clusters Score -1775569 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1775729.750000 Penalty: 4598.678711
	Iteration 4Q: 3 clusters Score -1775730 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1775863.250000 Penalty: 4598.678711
	Iteration 5Q: 3 clusters Score -1775863 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1775977.875000 Penalty: 4598.678711
	Iteration 6Q: 3 clusters Score -1775978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1776104.125000 Penalty: 4598.678711
	Iteration 7Q: 3 clusters Score -1776104 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1776260.875000 Penalty: 4598.678711
	Iteration 8Q: 3 clusters Score -1776261 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1776472.125000 Penalty: 4598.678711
	Iteration 9Q: 3 clusters Score -1776472 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1776696.875000 Penalty: 4598.678711
	Iteration 10Q: 3 clusters Score -1776697 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1776951.750000 Penalty: 4598.678711
	Iteration 11Q: 3 clusters Score -1776952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1777221.250000 Penalty: 4598.678711
	Iteration 12Q: 3 clusters Score -1777221 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1777532.000000 Penalty: 4598.678711
	Iteration 13Q: 3 clusters Score -1777532 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1777870.625000 Penalty: 4598.678711
	Iteration 14Q: 3 clusters Score -1777871 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1778162.750000 Penalty: 4598.678711
	Iteration 15Q: 3 clusters Score -1778163 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1778418.125000 Penalty: 4598.678711
	Iteration 16Q: 3 clusters Score -1778418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1778613.000000 Penalty: 4598.678711
	Iteration 17Q: 3 clusters Score -1778613 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1778746.250000 Penalty: 4598.678711
	Iteration 18Q: 3 clusters Score -1778746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1778857.875000 Penalty: 4598.678711
	Iteration 19Q: 3 clusters Score -1778858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1778936.250000 Penalty: 4598.678711
	Iteration 20F: 3 clusters Score -1778936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1778980.375000 Penalty: 4598.678711
	Iteration 21Q: 3 clusters Score -1778980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1779004.500000 Penalty: 4598.678711
	Iteration 22Q: 3 clusters Score -1779004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1779029.375000 Penalty: 4598.678711
	Iteration 23Q: 3 clusters Score -1779029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1779052.625000 Penalty: 4598.678711
	Iteration 24Q: 3 clusters Score -1779053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1779089.500000 Penalty: 4598.678711
	Iteration 25Q: 3 clusters Score -1779090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1779113.125000 Penalty: 4598.678711
	Iteration 26Q: 3 clusters Score -1779113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1779126.750000 Penalty: 4598.678711
	Iteration 27Q: 3 clusters Score -1779127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1779146.000000 Penalty: 4598.678711
	Iteration 28Q: 3 clusters Score -1779146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1779154.625000 Penalty: 4598.678711
	Iteration 29Q: 3 clusters Score -1779155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1779164.000000 Penalty: 4598.678711
	Iteration 30Q: 3 clusters Score -1779164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1779166.500000 Penalty: 4598.678711
	Iteration 31Q: 3 clusters Score -1779166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1779172.875000 Penalty: 4598.678711
	Iteration 32Q: 3 clusters Score -1779173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1779181.000000 Penalty: 4598.678711
	Iteration 33Q: 3 clusters Score -1779181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1779186.625000 Penalty: 4598.678711
	Iteration 34Q: 3 clusters Score -1779187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1779195.500000 Penalty: 4598.678711
	Iteration 35Q: 3 clusters Score -1779196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1779198.000000 Penalty: 4598.678711
	Iteration 36Q: 3 clusters Score -1779198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1779202.000000 Penalty: 4598.678711
	Iteration 37Q: 3 clusters Score -1779202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1779206.375000 Penalty: 4598.678711
	Iteration 38Q: 3 clusters Score -1779206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1779204.000000 Penalty: 4598.678711
	Iteration 39Q: 3 clusters Score -1779204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1779207.500000 Penalty: 4598.678711
	Iteration 40F: 3 clusters Score -1779208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1779208.625000 Penalty: 4598.678711
	Iteration 41Q: 3 clusters Score -1779209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1779208.625000 Penalty: 4598.678711
	Iteration 42F: 3 clusters Score -1779209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -599662.750000 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -599662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -596010.875000 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -596010.9 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -596983.500000 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -596983.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -597518.000000 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -597518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -598152.125000 Penalty: 4054.792480
	Iteration 3F: 3 clusters Score -598152.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -598636.312500 Penalty: 4054.792480
	Iteration 4F: 3 clusters Score -598636.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -598891.437500 Penalty: 4054.792480
	Iteration 5F: 3 clusters Score -598891.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -599010.125000 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -599010.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -599066.437500 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -599066.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -599110.875000 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -599110.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -599129.062500 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -599129.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -599144.375000 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -599144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -599157.875000 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -599157.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -599170.000000 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -599170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -599178.625000 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -599178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -599185.375000 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -599185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -599190.187500 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -599190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -599193.562500 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -599193.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -599197.437500 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -599197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -599201.125000 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -599201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -599200.375000 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -599200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -599200.375000 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -599200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Entering Unmasked Estep 
Score: -5103850.500000 Penalty: 2542.074219
	Iteration 0F: 2 clusters Score -5103850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5084646.500000 Penalty: 5084.148438
	Iteration 0F: 3 clusters Score -5084646 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5091390.000000 Penalty: 5084.148438
	Iteration 1F: 3 clusters Score -5091390 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5091796.500000 Penalty: 5084.148438
	Iteration 2Q: 3 clusters Score -5091796 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5092133.000000 Penalty: 5084.148438
	Iteration 3Q: 3 clusters Score -5092133 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5092447.500000 Penalty: 5084.148438
	Iteration 4Q: 3 clusters Score -5092448 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5092918.500000 Penalty: 5084.148438
	Iteration 5Q: 3 clusters Score -5092918 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5093574.500000 Penalty: 5084.148438
	Iteration 6Q: 3 clusters Score -5093574 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -5094677.500000 Penalty: 5084.148438
	Iteration 7F: 3 clusters Score -5094678 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5096288.500000 Penalty: 5084.148438
	Iteration 8F: 3 clusters Score -5096288 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -5097897.000000 Penalty: 5084.148438
	Iteration 9F: 3 clusters Score -5097897 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -5099340.000000 Penalty: 5084.148438
	Iteration 10F: 3 clusters Score -5099340 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5100495.500000 Penalty: 5084.148438
	Iteration 11F: 3 clusters Score -5100496 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5101231.500000 Penalty: 5084.148438
	Iteration 12Q: 3 clusters Score -5101232 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5101776.000000 Penalty: 5084.148438
	Iteration 13Q: 3 clusters Score -5101776 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5102185.000000 Penalty: 5084.148438
	Iteration 14Q: 3 clusters Score -5102185 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5102403.500000 Penalty: 5084.148438
	Iteration 15Q: 3 clusters Score -5102404 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5102522.500000 Penalty: 5084.148438
	Iteration 16Q: 3 clusters Score -5102522 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5102586.500000 Penalty: 5084.148438
	Iteration 17Q: 3 clusters Score -5102586 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5102668.000000 Penalty: 5084.148438
	Iteration 18Q: 3 clusters Score -5102668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5102731.000000 Penalty: 5084.148438
	Iteration 19Q: 3 clusters Score -5102731 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5102755.000000 Penalty: 5084.148438
	Iteration 20F: 3 clusters Score -5102755 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5102801.500000 Penalty: 5084.148438
	Iteration 21Q: 3 clusters Score -5102802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5102841.500000 Penalty: 5084.148438
	Iteration 22Q: 3 clusters Score -5102842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5102868.000000 Penalty: 5084.148438
	Iteration 23Q: 3 clusters Score -5102868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5102888.500000 Penalty: 5084.148438
	Iteration 24Q: 3 clusters Score -5102888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5102900.500000 Penalty: 5084.148438
	Iteration 25Q: 3 clusters Score -5102900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5102904.000000 Penalty: 5084.148438
	Iteration 26Q: 3 clusters Score -5102904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5102895.500000 Penalty: 5084.148438
	Iteration 27Q: 3 clusters Score -5102896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5102903.000000 Penalty: 5084.148438
	Iteration 28Q: 3 clusters Score -5102903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5102909.000000 Penalty: 5084.148438
	Iteration 29Q: 3 clusters Score -5102909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5102929.000000 Penalty: 5084.148438
	Iteration 30Q: 3 clusters Score -5102929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5102924.000000 Penalty: 5084.148438
	Iteration 31Q: 3 clusters Score -5102924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5102926.000000 Penalty: 5084.148438
	Iteration 32Q: 3 clusters Score -5102926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5102937.000000 Penalty: 5084.148438
	Iteration 33Q: 3 clusters Score -5102937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5102932.000000 Penalty: 5084.148438
	Iteration 34Q: 3 clusters Score -5102932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5102948.000000 Penalty: 5084.148438
	Iteration 35Q: 3 clusters Score -5102948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5102944.000000 Penalty: 5084.148438
	Iteration 36Q: 3 clusters Score -5102944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5102957.500000 Penalty: 5084.148438
	Iteration 37Q: 3 clusters Score -5102958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5102953.000000 Penalty: 5084.148438
	Iteration 38Q: 3 clusters Score -5102953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5102956.500000 Penalty: 5084.148438
	Iteration 39Q: 3 clusters Score -5102956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5102964.500000 Penalty: 5084.148438
	Iteration 40F: 3 clusters Score -5102964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5102975.000000 Penalty: 5084.148438
	Iteration 41Q: 3 clusters Score -5102975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5102990.000000 Penalty: 5084.148438
	Iteration 42Q: 3 clusters Score -5102990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5102998.500000 Penalty: 5084.148438
	Iteration 43Q: 3 clusters Score -5102998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5103003.500000 Penalty: 5084.148438
	Iteration 44Q: 3 clusters Score -5103004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -5103004.000000 Penalty: 5084.148438
	Iteration 45Q: 3 clusters Score -5103004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5102996.500000 Penalty: 5084.148438
	Iteration 46Q: 3 clusters Score -5102996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5102993.000000 Penalty: 5084.148438
	Iteration 47Q: 3 clusters Score -5102993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5102997.000000 Penalty: 5084.148438
	Iteration 48Q: 3 clusters Score -5102997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5102993.500000 Penalty: 5084.148438
	Iteration 49Q: 3 clusters Score -5102994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5103000.500000 Penalty: 5084.148438
	Iteration 50Q: 3 clusters Score -5103000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5102990.000000 Penalty: 5084.148438
	Iteration 51Q: 3 clusters Score -5102990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -5102984.500000 Penalty: 5084.148438
	Iteration 52Q: 3 clusters Score -5102984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -5102983.500000 Penalty: 5084.148438
	Iteration 53Q: 3 clusters Score -5102984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -5102988.500000 Penalty: 5084.148438
	Iteration 54Q: 3 clusters Score -5102988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5102999.000000 Penalty: 5084.148438
	Iteration 55Q: 3 clusters Score -5102999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5103000.500000 Penalty: 5084.148438
	Iteration 56Q: 3 clusters Score -5103000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5102998.000000 Penalty: 5084.148438
	Iteration 57Q: 3 clusters Score -5102998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -5102997.500000 Penalty: 5084.148438
	Iteration 58Q: 3 clusters Score -5102998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5102999.500000 Penalty: 5084.148438
	Iteration 59Q: 3 clusters Score -5103000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5102999.000000 Penalty: 5084.148438
	Iteration 60F: 3 clusters Score -5102999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5102997.500000 Penalty: 5084.148438
	Iteration 61Q: 3 clusters Score -5102998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5103001.500000 Penalty: 5084.148438
	Iteration 62Q: 3 clusters Score -5103002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5102997.500000 Penalty: 5084.148438
	Iteration 63Q: 3 clusters Score -5102998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5102999.500000 Penalty: 5084.148438
	Iteration 64Q: 3 clusters Score -5103000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5102999.500000 Penalty: 5084.148438
	Iteration 65F: 3 clusters Score -5103000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -36924.921875 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -36924.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35716.542969 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -35716.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35894.816406 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -35894.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35948.742188 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -35948.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36039.320312 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -36039.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36084.144531 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -36084.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36263.960938 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -36263.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36297.281250 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -36297.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36318.226562 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -36318.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36328.453125 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -36328.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36358.050781 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -36358.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36370.074219 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -36370.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36383.457031 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -36383.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36402.484375 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -36402.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36425.742188 Penalty: 2794.855469
	Iteration 13Q: 3 clusters Score -36425.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36445.718750 Penalty: 2794.855469
	Iteration 14Q: 3 clusters Score -36445.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36477.441406 Penalty: 2794.855469
	Iteration 15Q: 3 clusters Score -36477.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -36499.988281 Penalty: 2794.855469
	Iteration 16Q: 3 clusters Score -36499.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -36511.300781 Penalty: 2794.855469
	Iteration 17Q: 3 clusters Score -36511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -36528.695312 Penalty: 2794.855469
	Iteration 18Q: 3 clusters Score -36528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -36535.675781 Penalty: 2794.855469
	Iteration 19Q: 3 clusters Score -36535.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -36535.675781 Penalty: 2794.855469
	Iteration 20F: 3 clusters Score -36535.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -73087.085938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -73087.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71642.695312 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -71642.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71843.250000 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -71843.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72015.500000 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -72015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72057.976562 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -72057.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72095.226562 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -72095.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72120.343750 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -72120.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72135.476562 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -72135.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72137.609375 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -72137.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72142.257812 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -72142.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72146.539062 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -72146.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72152.726562 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -72152.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72158.875000 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -72158.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72158.875000 Penalty: 3035.667480
	Iteration 12F: 3 clusters Score -72158.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -58216.316406 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -58216.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56955.480469 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -56955.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57204.472656 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -57204.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57282.691406 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -57282.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57311.644531 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -57311.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57342.410156 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -57342.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57371.296875 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -57371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57398.183594 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -57398.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57402.109375 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -57402.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57402.109375 Penalty: 2969.280273
	Iteration 8F: 3 clusters Score -57402.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -536125.875000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -536125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -532714.750000 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -532714.8 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -533539.500000 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -533539.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -533883.125000 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -533883.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -534150.562500 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -534150.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -534360.125000 Penalty: 4008.871582
	Iteration 4F: 3 clusters Score -534360.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -534536.812500 Penalty: 4008.871582
	Iteration 5F: 3 clusters Score -534536.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -534627.250000 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -534627.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -534712.250000 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -534712.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -534769.187500 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -534769.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -534818.937500 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -534818.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -534840.625000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -534840.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -534855.500000 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -534855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -534869.812500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -534869.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -534881.750000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -534881.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -534896.687500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -534896.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -534903.812500 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -534903.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -534914.062500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -534914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534923.437500 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -534923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -534936.437500 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -534936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -534956.500000 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -534956.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -534968.875000 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -534968.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -534979.875000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -534979.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -534990.562500 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -534990.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -535001.500000 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -535001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -535011.875000 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -535011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -535020.500000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -535020.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -535027.562500 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -535027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -535035.750000 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -535035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -535046.187500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -535046.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -535054.687500 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -535054.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -535060.937500 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -535060.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -535065.687500 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -535065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -535070.875000 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -535070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -535074.687500 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -535074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -535075.562500 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -535075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -535076.312500 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -535076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -535076.312500 Penalty: 4008.871582
	Iteration 36F: 3 clusters Score -535076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -41548.734375 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -41548.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40397.371094 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -40397.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40523.972656 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -40523.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40542.992188 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -40542.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40560.484375 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -40560.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40575.257812 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -40575.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40580.421875 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -40580.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40594.917969 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -40594.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40599.039062 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -40599.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40599.039062 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -40599.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -940199.250000 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -940199.2 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 2649 members 
Entering Unmasked Estep 
Score: -935541.187500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -935541.2 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -936557.187500 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -936557.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -936732.937500 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -936732.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -936843.562500 Penalty: 4250.236816
	Iteration 3Q: 3 clusters Score -936843.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -936932.937500 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -936932.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -937031.375000 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -937031.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -937138.375000 Penalty: 4250.236816
	Iteration 6Q: 3 clusters Score -937138.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -937243.937500 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -937243.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -937372.250000 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -937372.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -937523.500000 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -937523.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -937712.625000 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -937712.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -937879.375000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -937879.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -938028.312500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -938028.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -938160.812500 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -938160.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -938265.437500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -938265.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -938340.125000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -938340.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -938414.250000 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -938414.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -938469.625000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -938469.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -938503.375000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -938503.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -938537.375000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -938537.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -938556.687500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -938556.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -938583.312500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -938583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -938599.312500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -938599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -938611.625000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -938611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -938617.312500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -938617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -938620.312500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -938620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -938620.187500 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -938620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -938624.875000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -938624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -938627.375000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -938627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -938628.312500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -938628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -938629.562500 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -938629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -938629.937500 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -938629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -938631.250000 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -938631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -938632.062500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -938632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -938631.625000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -938631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -938631.625000 Penalty: 4250.236816
	Iteration 35F: 3 clusters Score -938631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Entering Unmasked Estep 
Score: -5810485.500000 Penalty: 2584.408203
	Iteration 0F: 2 clusters Score -5810486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5787546.000000 Penalty: 5168.816406
	Iteration 0F: 3 clusters Score -5787546 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5796122.500000 Penalty: 5168.816406
	Iteration 1F: 3 clusters Score -5796122 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5796974.000000 Penalty: 5168.816406
	Iteration 2F: 3 clusters Score -5796974 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -5797997.000000 Penalty: 5168.816406
	Iteration 3F: 3 clusters Score -5797997 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -5799106.500000 Penalty: 5168.816406
	Iteration 4F: 3 clusters Score -5799106 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5800120.500000 Penalty: 5168.816406
	Iteration 5F: 3 clusters Score -5800120 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5800966.000000 Penalty: 5168.816406
	Iteration 6F: 3 clusters Score -5800966 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5801565.500000 Penalty: 5168.816406
	Iteration 7Q: 3 clusters Score -5801566 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5802047.500000 Penalty: 5168.816406
	Iteration 8Q: 3 clusters Score -5802048 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5802377.000000 Penalty: 5168.816406
	Iteration 9Q: 3 clusters Score -5802377 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -5802626.500000 Penalty: 5168.816406
	Iteration 10Q: 3 clusters Score -5802626 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5802835.000000 Penalty: 5168.816406
	Iteration 11Q: 3 clusters Score -5802835 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -5803050.500000 Penalty: 5168.816406
	Iteration 12Q: 3 clusters Score -5803050 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -5803288.000000 Penalty: 5168.816406
	Iteration 13Q: 3 clusters Score -5803288 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5803540.000000 Penalty: 5168.816406
	Iteration 14Q: 3 clusters Score -5803540 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5803844.000000 Penalty: 5168.816406
	Iteration 15Q: 3 clusters Score -5803844 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5804228.000000 Penalty: 5168.816406
	Iteration 16Q: 3 clusters Score -5804228 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5804669.000000 Penalty: 5168.816406
	Iteration 17Q: 3 clusters Score -5804669 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5805228.000000 Penalty: 5168.816406
	Iteration 18Q: 3 clusters Score -5805228 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5805866.500000 Penalty: 5168.816406
	Iteration 19Q: 3 clusters Score -5805866 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -5806535.000000 Penalty: 5168.816406
	Iteration 20F: 3 clusters Score -5806535 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5807193.500000 Penalty: 5168.816406
	Iteration 21Q: 3 clusters Score -5807194 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5807742.500000 Penalty: 5168.816406
	Iteration 22Q: 3 clusters Score -5807742 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5808200.000000 Penalty: 5168.816406
	Iteration 23Q: 3 clusters Score -5808200 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5808513.500000 Penalty: 5168.816406
	Iteration 24Q: 3 clusters Score -5808514 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5808733.500000 Penalty: 5168.816406
	Iteration 25Q: 3 clusters Score -5808734 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5808888.000000 Penalty: 5168.816406
	Iteration 26Q: 3 clusters Score -5808888 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5809030.500000 Penalty: 5168.816406
	Iteration 27Q: 3 clusters Score -5809030 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5809113.000000 Penalty: 5168.816406
	Iteration 28Q: 3 clusters Score -5809113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5809164.000000 Penalty: 5168.816406
	Iteration 29Q: 3 clusters Score -5809164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5809182.000000 Penalty: 5168.816406
	Iteration 30Q: 3 clusters Score -5809182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5809207.500000 Penalty: 5168.816406
	Iteration 31Q: 3 clusters Score -5809208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5809211.000000 Penalty: 5168.816406
	Iteration 32Q: 3 clusters Score -5809211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5809218.000000 Penalty: 5168.816406
	Iteration 33Q: 3 clusters Score -5809218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5809238.000000 Penalty: 5168.816406
	Iteration 34Q: 3 clusters Score -5809238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5809248.500000 Penalty: 5168.816406
	Iteration 35Q: 3 clusters Score -5809248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5809255.500000 Penalty: 5168.816406
	Iteration 36Q: 3 clusters Score -5809256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5809250.000000 Penalty: 5168.816406
	Iteration 37Q: 3 clusters Score -5809250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5809260.500000 Penalty: 5168.816406
	Iteration 38Q: 3 clusters Score -5809260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5809267.500000 Penalty: 5168.816406
	Iteration 39Q: 3 clusters Score -5809268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5809269.500000 Penalty: 5168.816406
	Iteration 40F: 3 clusters Score -5809270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5809261.000000 Penalty: 5168.816406
	Iteration 41Q: 3 clusters Score -5809261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5809262.500000 Penalty: 5168.816406
	Iteration 42Q: 3 clusters Score -5809262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5809275.000000 Penalty: 5168.816406
	Iteration 43Q: 3 clusters Score -5809275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5809280.000000 Penalty: 5168.816406
	Iteration 44Q: 3 clusters Score -5809280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5809279.500000 Penalty: 5168.816406
	Iteration 45Q: 3 clusters Score -5809280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5809276.000000 Penalty: 5168.816406
	Iteration 46Q: 3 clusters Score -5809276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5809289.500000 Penalty: 5168.816406
	Iteration 47Q: 3 clusters Score -5809290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5809300.500000 Penalty: 5168.816406
	Iteration 48Q: 3 clusters Score -5809300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5809293.500000 Penalty: 5168.816406
	Iteration 49Q: 3 clusters Score -5809294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5809297.000000 Penalty: 5168.816406
	Iteration 50Q: 3 clusters Score -5809297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5809303.500000 Penalty: 5168.816406
	Iteration 51Q: 3 clusters Score -5809304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5809308.500000 Penalty: 5168.816406
	Iteration 52Q: 3 clusters Score -5809308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5809290.500000 Penalty: 5168.816406
	Iteration 53Q: 3 clusters Score -5809290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5809291.000000 Penalty: 5168.816406
	Iteration 54Q: 3 clusters Score -5809291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5809295.000000 Penalty: 5168.816406
	Iteration 55Q: 3 clusters Score -5809295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5809292.500000 Penalty: 5168.816406
	Iteration 56Q: 3 clusters Score -5809292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5809297.500000 Penalty: 5168.816406
	Iteration 57Q: 3 clusters Score -5809298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5809296.500000 Penalty: 5168.816406
	Iteration 58Q: 3 clusters Score -5809296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5809289.500000 Penalty: 5168.816406
	Iteration 59Q: 3 clusters Score -5809290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5809296.000000 Penalty: 5168.816406
	Iteration 60F: 3 clusters Score -5809296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5809304.000000 Penalty: 5168.816406
	Iteration 61Q: 3 clusters Score -5809304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5809304.500000 Penalty: 5168.816406
	Iteration 62Q: 3 clusters Score -5809304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5809299.500000 Penalty: 5168.816406
	Iteration 63Q: 3 clusters Score -5809300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5809302.500000 Penalty: 5168.816406
	Iteration 64Q: 3 clusters Score -5809302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5809294.500000 Penalty: 5168.816406
	Iteration 65Q: 3 clusters Score -5809294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5809292.500000 Penalty: 5168.816406
	Iteration 66Q: 3 clusters Score -5809292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5809291.000000 Penalty: 5168.816406
	Iteration 67Q: 3 clusters Score -5809291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5809289.500000 Penalty: 5168.816406
	Iteration 68Q: 3 clusters Score -5809290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5809294.500000 Penalty: 5168.816406
	Iteration 69Q: 3 clusters Score -5809294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5809288.000000 Penalty: 5168.816406
	Iteration 70Q: 3 clusters Score -5809288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5809295.000000 Penalty: 5168.816406
	Iteration 71Q: 3 clusters Score -5809295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5809295.000000 Penalty: 5168.816406
	Iteration 72F: 3 clusters Score -5809295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Entering Unmasked Estep 
Score: -6047622.500000 Penalty: 2587.419922
	Iteration 0F: 2 clusters Score -6047622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -6024750.000000 Penalty: 5174.839844
	Iteration 0F: 3 clusters Score -6024750 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -6033248.000000 Penalty: 5174.839844
	Iteration 1F: 3 clusters Score -6033248 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -6034061.000000 Penalty: 5174.839844
	Iteration 2F: 3 clusters Score -6034061 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6035226.000000 Penalty: 5174.839844
	Iteration 3F: 3 clusters Score -6035226 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6036986.000000 Penalty: 5174.839844
	Iteration 4F: 3 clusters Score -6036986 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6038879.500000 Penalty: 5174.839844
	Iteration 5F: 3 clusters Score -6038880 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -6040401.000000 Penalty: 5174.839844
	Iteration 6F: 3 clusters Score -6040401 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -6041557.000000 Penalty: 5174.839844
	Iteration 7F: 3 clusters Score -6041557 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -6042431.500000 Penalty: 5174.839844
	Iteration 8Q: 3 clusters Score -6042432 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6043034.000000 Penalty: 5174.839844
	Iteration 9Q: 3 clusters Score -6043034 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -6043535.000000 Penalty: 5174.839844
	Iteration 10Q: 3 clusters Score -6043535 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -6043962.500000 Penalty: 5174.839844
	Iteration 11Q: 3 clusters Score -6043962 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -6044282.500000 Penalty: 5174.839844
	Iteration 12Q: 3 clusters Score -6044282 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -6044594.500000 Penalty: 5174.839844
	Iteration 13Q: 3 clusters Score -6044594 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6044899.000000 Penalty: 5174.839844
	Iteration 14Q: 3 clusters Score -6044899 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -6045128.000000 Penalty: 5174.839844
	Iteration 15Q: 3 clusters Score -6045128 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6045373.500000 Penalty: 5174.839844
	Iteration 16Q: 3 clusters Score -6045374 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6045586.000000 Penalty: 5174.839844
	Iteration 17Q: 3 clusters Score -6045586 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -6045709.000000 Penalty: 5174.839844
	Iteration 18Q: 3 clusters Score -6045709 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -6045808.500000 Penalty: 5174.839844
	Iteration 19Q: 3 clusters Score -6045808 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -6045926.500000 Penalty: 5174.839844
	Iteration 20F: 3 clusters Score -6045926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6046004.500000 Penalty: 5174.839844
	Iteration 21Q: 3 clusters Score -6046004 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6046075.500000 Penalty: 5174.839844
	Iteration 22Q: 3 clusters Score -6046076 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6046097.000000 Penalty: 5174.839844
	Iteration 23Q: 3 clusters Score -6046097 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -6046134.000000 Penalty: 5174.839844
	Iteration 24Q: 3 clusters Score -6046134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6046178.000000 Penalty: 5174.839844
	Iteration 25Q: 3 clusters Score -6046178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6046208.500000 Penalty: 5174.839844
	Iteration 26Q: 3 clusters Score -6046208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6046244.500000 Penalty: 5174.839844
	Iteration 27Q: 3 clusters Score -6046244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6046265.000000 Penalty: 5174.839844
	Iteration 28Q: 3 clusters Score -6046265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6046287.000000 Penalty: 5174.839844
	Iteration 29Q: 3 clusters Score -6046287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6046303.000000 Penalty: 5174.839844
	Iteration 30Q: 3 clusters Score -6046303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6046315.500000 Penalty: 5174.839844
	Iteration 31Q: 3 clusters Score -6046316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6046333.000000 Penalty: 5174.839844
	Iteration 32Q: 3 clusters Score -6046333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6046355.000000 Penalty: 5174.839844
	Iteration 33Q: 3 clusters Score -6046355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6046365.000000 Penalty: 5174.839844
	Iteration 34Q: 3 clusters Score -6046365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6046356.000000 Penalty: 5174.839844
	Iteration 35Q: 3 clusters Score -6046356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6046363.500000 Penalty: 5174.839844
	Iteration 36Q: 3 clusters Score -6046364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6046373.000000 Penalty: 5174.839844
	Iteration 37Q: 3 clusters Score -6046373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6046389.500000 Penalty: 5174.839844
	Iteration 38Q: 3 clusters Score -6046390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6046394.500000 Penalty: 5174.839844
	Iteration 39Q: 3 clusters Score -6046394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6046393.500000 Penalty: 5174.839844
	Iteration 40F: 3 clusters Score -6046394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6046395.500000 Penalty: 5174.839844
	Iteration 41Q: 3 clusters Score -6046396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6046404.500000 Penalty: 5174.839844
	Iteration 42Q: 3 clusters Score -6046404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6046408.500000 Penalty: 5174.839844
	Iteration 43Q: 3 clusters Score -6046408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6046399.500000 Penalty: 5174.839844
	Iteration 44Q: 3 clusters Score -6046400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6046410.000000 Penalty: 5174.839844
	Iteration 45Q: 3 clusters Score -6046410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6046413.500000 Penalty: 5174.839844
	Iteration 46Q: 3 clusters Score -6046414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6046413.500000 Penalty: 5174.839844
	Iteration 47Q: 3 clusters Score -6046414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6046419.500000 Penalty: 5174.839844
	Iteration 48Q: 3 clusters Score -6046420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6046416.000000 Penalty: 5174.839844
	Iteration 49Q: 3 clusters Score -6046416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6046420.000000 Penalty: 5174.839844
	Iteration 50Q: 3 clusters Score -6046420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6046425.000000 Penalty: 5174.839844
	Iteration 51Q: 3 clusters Score -6046425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6046433.000000 Penalty: 5174.839844
	Iteration 52Q: 3 clusters Score -6046433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6046426.500000 Penalty: 5174.839844
	Iteration 53Q: 3 clusters Score -6046426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6046426.500000 Penalty: 5174.839844
	Iteration 54Q: 3 clusters Score -6046426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6046424.500000 Penalty: 5174.839844
	Iteration 55Q: 3 clusters Score -6046424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6046423.500000 Penalty: 5174.839844
	Iteration 56Q: 3 clusters Score -6046424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6046431.000000 Penalty: 5174.839844
	Iteration 57Q: 3 clusters Score -6046431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6046428.000000 Penalty: 5174.839844
	Iteration 58Q: 3 clusters Score -6046428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6046440.000000 Penalty: 5174.839844
	Iteration 59Q: 3 clusters Score -6046440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6046434.500000 Penalty: 5174.839844
	Iteration 60F: 3 clusters Score -6046434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6046437.500000 Penalty: 5174.839844
	Iteration 61Q: 3 clusters Score -6046438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6046432.000000 Penalty: 5174.839844
	Iteration 62Q: 3 clusters Score -6046432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6046440.500000 Penalty: 5174.839844
	Iteration 63Q: 3 clusters Score -6046440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6046439.000000 Penalty: 5174.839844
	Iteration 64Q: 3 clusters Score -6046439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6046438.000000 Penalty: 5174.839844
	Iteration 65Q: 3 clusters Score -6046438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6046441.000000 Penalty: 5174.839844
	Iteration 66Q: 3 clusters Score -6046441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6046442.000000 Penalty: 5174.839844
	Iteration 67Q: 3 clusters Score -6046442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6046441.500000 Penalty: 5174.839844
	Iteration 68Q: 3 clusters Score -6046442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6046443.000000 Penalty: 5174.839844
	Iteration 69Q: 3 clusters Score -6046443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6046445.500000 Penalty: 5174.839844
	Iteration 70Q: 3 clusters Score -6046446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6046439.500000 Penalty: 5174.839844
	Iteration 71Q: 3 clusters Score -6046440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6046440.000000 Penalty: 5174.839844
	Iteration 72Q: 3 clusters Score -6046440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6046435.500000 Penalty: 5174.839844
	Iteration 73Q: 3 clusters Score -6046436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6046435.500000 Penalty: 5174.839844
	Iteration 74Q: 3 clusters Score -6046436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6046441.500000 Penalty: 5174.839844
	Iteration 75Q: 3 clusters Score -6046442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6046431.000000 Penalty: 5174.839844
	Iteration 76Q: 3 clusters Score -6046431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6046442.500000 Penalty: 5174.839844
	Iteration 77Q: 3 clusters Score -6046442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6046444.500000 Penalty: 5174.839844
	Iteration 78Q: 3 clusters Score -6046444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6046437.500000 Penalty: 5174.839844
	Iteration 79Q: 3 clusters Score -6046438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6046442.500000 Penalty: 5174.839844
	Iteration 80F: 3 clusters Score -6046442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6046435.000000 Penalty: 5174.839844
	Iteration 81Q: 3 clusters Score -6046435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6046437.000000 Penalty: 5174.839844
	Iteration 82Q: 3 clusters Score -6046437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6046441.500000 Penalty: 5174.839844
	Iteration 83Q: 3 clusters Score -6046442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6046444.500000 Penalty: 5174.839844
	Iteration 84Q: 3 clusters Score -6046444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6046441.000000 Penalty: 5174.839844
	Iteration 85Q: 3 clusters Score -6046441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6046443.000000 Penalty: 5174.839844
	Iteration 86Q: 3 clusters Score -6046443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6046446.500000 Penalty: 5174.839844
	Iteration 87Q: 3 clusters Score -6046446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6046448.000000 Penalty: 5174.839844
	Iteration 88Q: 3 clusters Score -6046448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6046445.000000 Penalty: 5174.839844
	Iteration 89Q: 3 clusters Score -6046445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6046445.000000 Penalty: 5174.839844
	Iteration 90F: 3 clusters Score -6046445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Entering Unmasked Estep 
Score: -1807472.750000 Penalty: 2285.228516
	Iteration 0F: 2 clusters Score -1807473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1799803.500000 Penalty: 4570.457031
	Iteration 0F: 3 clusters Score -1799804 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1801992.500000 Penalty: 4570.457031
	Iteration 1F: 3 clusters Score -1801992 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1802276.125000 Penalty: 4570.457031
	Iteration 2F: 3 clusters Score -1802276 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1802493.000000 Penalty: 4570.457031
	Iteration 3Q: 3 clusters Score -1802493 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1802691.875000 Penalty: 4570.457031
	Iteration 4Q: 3 clusters Score -1802692 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1802907.000000 Penalty: 4570.457031
	Iteration 5Q: 3 clusters Score -1802907 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1803108.125000 Penalty: 4570.457031
	Iteration 6Q: 3 clusters Score -1803108 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1803309.375000 Penalty: 4570.457031
	Iteration 7Q: 3 clusters Score -1803309 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1803501.500000 Penalty: 4570.457031
	Iteration 8Q: 3 clusters Score -1803502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1803763.750000 Penalty: 4570.457031
	Iteration 9Q: 3 clusters Score -1803764 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1804056.500000 Penalty: 4570.457031
	Iteration 10Q: 3 clusters Score -1804056 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1804323.750000 Penalty: 4570.457031
	Iteration 11Q: 3 clusters Score -1804324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1804596.125000 Penalty: 4570.457031
	Iteration 12Q: 3 clusters Score -1804596 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1804861.750000 Penalty: 4570.457031
	Iteration 13Q: 3 clusters Score -1804862 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1805086.375000 Penalty: 4570.457031
	Iteration 14Q: 3 clusters Score -1805086 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1805258.375000 Penalty: 4570.457031
	Iteration 15Q: 3 clusters Score -1805258 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1805367.000000 Penalty: 4570.457031
	Iteration 16Q: 3 clusters Score -1805367 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1805461.625000 Penalty: 4570.457031
	Iteration 17Q: 3 clusters Score -1805462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1805517.625000 Penalty: 4570.457031
	Iteration 18Q: 3 clusters Score -1805518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1805556.500000 Penalty: 4570.457031
	Iteration 19Q: 3 clusters Score -1805556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1805578.500000 Penalty: 4570.457031
	Iteration 20F: 3 clusters Score -1805578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1805597.750000 Penalty: 4570.457031
	Iteration 21Q: 3 clusters Score -1805598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1805612.125000 Penalty: 4570.457031
	Iteration 22Q: 3 clusters Score -1805612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1805618.500000 Penalty: 4570.457031
	Iteration 23Q: 3 clusters Score -1805618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1805620.875000 Penalty: 4570.457031
	Iteration 24Q: 3 clusters Score -1805621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1805624.000000 Penalty: 4570.457031
	Iteration 25Q: 3 clusters Score -1805624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1805625.875000 Penalty: 4570.457031
	Iteration 26Q: 3 clusters Score -1805626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1805625.875000 Penalty: 4570.457031
	Iteration 27Q: 3 clusters Score -1805626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1805629.250000 Penalty: 4570.457031
	Iteration 28Q: 3 clusters Score -1805629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1805627.750000 Penalty: 4570.457031
	Iteration 29Q: 3 clusters Score -1805628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1805632.250000 Penalty: 4570.457031
	Iteration 30Q: 3 clusters Score -1805632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1805631.625000 Penalty: 4570.457031
	Iteration 31Q: 3 clusters Score -1805632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1805630.250000 Penalty: 4570.457031
	Iteration 32Q: 3 clusters Score -1805630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1805633.750000 Penalty: 4570.457031
	Iteration 33Q: 3 clusters Score -1805634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1805635.750000 Penalty: 4570.457031
	Iteration 34Q: 3 clusters Score -1805636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1805632.500000 Penalty: 4570.457031
	Iteration 35Q: 3 clusters Score -1805632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1805633.750000 Penalty: 4570.457031
	Iteration 36Q: 3 clusters Score -1805634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1805635.375000 Penalty: 4570.457031
	Iteration 37Q: 3 clusters Score -1805635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1805635.375000 Penalty: 4570.457031
	Iteration 38F: 3 clusters Score -1805635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Entering Unmasked Estep 
Score: -3540701.000000 Penalty: 2461.595215
	Iteration 0F: 2 clusters Score -3540701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3526330.000000 Penalty: 4923.190430
	Iteration 0F: 3 clusters Score -3526330 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3531271.500000 Penalty: 4923.190430
	Iteration 1F: 3 clusters Score -3531272 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3531789.750000 Penalty: 4923.190430
	Iteration 2F: 3 clusters Score -3531790 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3532240.500000 Penalty: 4923.190430
	Iteration 3F: 3 clusters Score -3532240 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3532707.750000 Penalty: 4923.190430
	Iteration 4F: 3 clusters Score -3532708 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3533163.000000 Penalty: 4923.190430
	Iteration 5Q: 3 clusters Score -3533163 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3533663.000000 Penalty: 4923.190430
	Iteration 6Q: 3 clusters Score -3533663 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3534235.500000 Penalty: 4923.190430
	Iteration 7Q: 3 clusters Score -3534236 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3534833.250000 Penalty: 4923.190430
	Iteration 8Q: 3 clusters Score -3534833 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3535457.750000 Penalty: 4923.190430
	Iteration 9Q: 3 clusters Score -3535458 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3536033.250000 Penalty: 4923.190430
	Iteration 10Q: 3 clusters Score -3536033 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3536517.000000 Penalty: 4923.190430
	Iteration 11Q: 3 clusters Score -3536517 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3536872.250000 Penalty: 4923.190430
	Iteration 12Q: 3 clusters Score -3536872 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3537168.000000 Penalty: 4923.190430
	Iteration 13Q: 3 clusters Score -3537168 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3537407.500000 Penalty: 4923.190430
	Iteration 14Q: 3 clusters Score -3537408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3537606.250000 Penalty: 4923.190430
	Iteration 15Q: 3 clusters Score -3537606 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3537773.750000 Penalty: 4923.190430
	Iteration 16Q: 3 clusters Score -3537774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3537930.000000 Penalty: 4923.190430
	Iteration 17Q: 3 clusters Score -3537930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3538069.500000 Penalty: 4923.190430
	Iteration 18Q: 3 clusters Score -3538070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3538192.750000 Penalty: 4923.190430
	Iteration 19Q: 3 clusters Score -3538193 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3538314.000000 Penalty: 4923.190430
	Iteration 20F: 3 clusters Score -3538314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3538429.750000 Penalty: 4923.190430
	Iteration 21Q: 3 clusters Score -3538430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3538520.750000 Penalty: 4923.190430
	Iteration 22Q: 3 clusters Score -3538521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3538597.250000 Penalty: 4923.190430
	Iteration 23Q: 3 clusters Score -3538597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3538630.250000 Penalty: 4923.190430
	Iteration 24Q: 3 clusters Score -3538630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3538662.000000 Penalty: 4923.190430
	Iteration 25Q: 3 clusters Score -3538662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3538682.000000 Penalty: 4923.190430
	Iteration 26Q: 3 clusters Score -3538682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3538689.750000 Penalty: 4923.190430
	Iteration 27Q: 3 clusters Score -3538690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3538715.250000 Penalty: 4923.190430
	Iteration 28Q: 3 clusters Score -3538715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3538734.750000 Penalty: 4923.190430
	Iteration 29Q: 3 clusters Score -3538735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3538749.500000 Penalty: 4923.190430
	Iteration 30Q: 3 clusters Score -3538750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3538760.250000 Penalty: 4923.190430
	Iteration 31Q: 3 clusters Score -3538760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3538769.250000 Penalty: 4923.190430
	Iteration 32Q: 3 clusters Score -3538769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3538776.500000 Penalty: 4923.190430
	Iteration 33Q: 3 clusters Score -3538776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3538782.250000 Penalty: 4923.190430
	Iteration 34Q: 3 clusters Score -3538782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3538791.750000 Penalty: 4923.190430
	Iteration 35Q: 3 clusters Score -3538792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3538793.500000 Penalty: 4923.190430
	Iteration 36Q: 3 clusters Score -3538794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3538796.250000 Penalty: 4923.190430
	Iteration 37Q: 3 clusters Score -3538796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3538810.750000 Penalty: 4923.190430
	Iteration 38Q: 3 clusters Score -3538811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3538815.750000 Penalty: 4923.190430
	Iteration 39Q: 3 clusters Score -3538816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3538818.000000 Penalty: 4923.190430
	Iteration 40F: 3 clusters Score -3538818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3538823.250000 Penalty: 4923.190430
	Iteration 41Q: 3 clusters Score -3538823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3538834.000000 Penalty: 4923.190430
	Iteration 42Q: 3 clusters Score -3538834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3538840.750000 Penalty: 4923.190430
	Iteration 43Q: 3 clusters Score -3538841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3538841.000000 Penalty: 4923.190430
	Iteration 44Q: 3 clusters Score -3538841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3538849.750000 Penalty: 4923.190430
	Iteration 45Q: 3 clusters Score -3538850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3538846.500000 Penalty: 4923.190430
	Iteration 46Q: 3 clusters Score -3538846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3538849.750000 Penalty: 4923.190430
	Iteration 47Q: 3 clusters Score -3538850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3538854.500000 Penalty: 4923.190430
	Iteration 48Q: 3 clusters Score -3538854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3538854.500000 Penalty: 4923.190430
	Iteration 49F: 3 clusters Score -3538854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Entering Unmasked Estep 
Score: -2163583.500000 Penalty: 2338.729004
	Iteration 0F: 2 clusters Score -2163584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2154273.750000 Penalty: 4677.458008
	Iteration 0F: 3 clusters Score -2154274 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2157315.000000 Penalty: 4677.458008
	Iteration 1F: 3 clusters Score -2157315 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2158098.750000 Penalty: 4677.458008
	Iteration 2F: 3 clusters Score -2158099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2159113.250000 Penalty: 4677.458008
	Iteration 3F: 3 clusters Score -2159113 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2160152.250000 Penalty: 4677.458008
	Iteration 4F: 3 clusters Score -2160152 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2161033.000000 Penalty: 4677.458008
	Iteration 5F: 3 clusters Score -2161033 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2161683.000000 Penalty: 4677.458008
	Iteration 6F: 3 clusters Score -2161683 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2162215.500000 Penalty: 4677.458008
	Iteration 7F: 3 clusters Score -2162216 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2162582.250000 Penalty: 4677.458008
	Iteration 8Q: 3 clusters Score -2162582 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2162848.000000 Penalty: 4677.458008
	Iteration 9Q: 3 clusters Score -2162848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2163044.000000 Penalty: 4677.458008
	Iteration 10Q: 3 clusters Score -2163044 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2163186.500000 Penalty: 4677.458008
	Iteration 11Q: 3 clusters Score -2163186 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2163284.000000 Penalty: 4677.458008
	Iteration 12Q: 3 clusters Score -2163284 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2163372.500000 Penalty: 4677.458008
	Iteration 13Q: 3 clusters Score -2163372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2163412.750000 Penalty: 4677.458008
	Iteration 14Q: 3 clusters Score -2163413 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2163427.750000 Penalty: 4677.458008
	Iteration 15Q: 3 clusters Score -2163428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2163443.500000 Penalty: 4677.458008
	Iteration 16Q: 3 clusters Score -2163444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2163458.250000 Penalty: 4677.458008
	Iteration 17Q: 3 clusters Score -2163458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2163468.250000 Penalty: 4677.458008
	Iteration 18Q: 3 clusters Score -2163468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2163473.500000 Penalty: 4677.458008
	Iteration 19Q: 3 clusters Score -2163474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2163481.500000 Penalty: 4677.458008
	Iteration 20F: 3 clusters Score -2163482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2163483.000000 Penalty: 4677.458008
	Iteration 21Q: 3 clusters Score -2163483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2163480.000000 Penalty: 4677.458008
	Iteration 22Q: 3 clusters Score -2163480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2163482.750000 Penalty: 4677.458008
	Iteration 23Q: 3 clusters Score -2163483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2163480.750000 Penalty: 4677.458008
	Iteration 24Q: 3 clusters Score -2163481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2163485.000000 Penalty: 4677.458008
	Iteration 25Q: 3 clusters Score -2163485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2163488.000000 Penalty: 4677.458008
	Iteration 26Q: 3 clusters Score -2163488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2163487.750000 Penalty: 4677.458008
	Iteration 27Q: 3 clusters Score -2163488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2163492.500000 Penalty: 4677.458008
	Iteration 28Q: 3 clusters Score -2163492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2163490.750000 Penalty: 4677.458008
	Iteration 29Q: 3 clusters Score -2163491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2163492.250000 Penalty: 4677.458008
	Iteration 30Q: 3 clusters Score -2163492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2163494.000000 Penalty: 4677.458008
	Iteration 31Q: 3 clusters Score -2163494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2163493.500000 Penalty: 4677.458008
	Iteration 32Q: 3 clusters Score -2163494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2163493.250000 Penalty: 4677.458008
	Iteration 33Q: 3 clusters Score -2163493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2163493.250000 Penalty: 4677.458008
	Iteration 34F: 3 clusters Score -2163493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Entering Unmasked Estep 
Score: -2116069.750000 Penalty: 2330.863770
	Iteration 0F: 2 clusters Score -2116070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2107067.500000 Penalty: 4661.727539
	Iteration 0F: 3 clusters Score -2107068 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2109876.750000 Penalty: 4661.727539
	Iteration 1F: 3 clusters Score -2109877 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2110356.000000 Penalty: 4661.727539
	Iteration 2F: 3 clusters Score -2110356 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2110798.000000 Penalty: 4661.727539
	Iteration 3F: 3 clusters Score -2110798 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2111275.000000 Penalty: 4661.727539
	Iteration 4F: 3 clusters Score -2111275 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2111751.500000 Penalty: 4661.727539
	Iteration 5F: 3 clusters Score -2111752 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2112133.250000 Penalty: 4661.727539
	Iteration 6F: 3 clusters Score -2112133 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2112435.000000 Penalty: 4661.727539
	Iteration 7Q: 3 clusters Score -2112435 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2112643.000000 Penalty: 4661.727539
	Iteration 8Q: 3 clusters Score -2112643 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2112802.500000 Penalty: 4661.727539
	Iteration 9Q: 3 clusters Score -2112802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2112920.000000 Penalty: 4661.727539
	Iteration 10Q: 3 clusters Score -2112920 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2113004.250000 Penalty: 4661.727539
	Iteration 11Q: 3 clusters Score -2113004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2113069.000000 Penalty: 4661.727539
	Iteration 12Q: 3 clusters Score -2113069 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2113127.750000 Penalty: 4661.727539
	Iteration 13Q: 3 clusters Score -2113128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2113177.250000 Penalty: 4661.727539
	Iteration 14Q: 3 clusters Score -2113177 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2113237.500000 Penalty: 4661.727539
	Iteration 15Q: 3 clusters Score -2113238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2113286.250000 Penalty: 4661.727539
	Iteration 16Q: 3 clusters Score -2113286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2113334.000000 Penalty: 4661.727539
	Iteration 17Q: 3 clusters Score -2113334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2113374.250000 Penalty: 4661.727539
	Iteration 18Q: 3 clusters Score -2113374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2113411.000000 Penalty: 4661.727539
	Iteration 19Q: 3 clusters Score -2113411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2113452.000000 Penalty: 4661.727539
	Iteration 20F: 3 clusters Score -2113452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2113499.250000 Penalty: 4661.727539
	Iteration 21Q: 3 clusters Score -2113499 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2113540.500000 Penalty: 4661.727539
	Iteration 22Q: 3 clusters Score -2113540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2113583.250000 Penalty: 4661.727539
	Iteration 23Q: 3 clusters Score -2113583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2113631.500000 Penalty: 4661.727539
	Iteration 24Q: 3 clusters Score -2113632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2113669.000000 Penalty: 4661.727539
	Iteration 25Q: 3 clusters Score -2113669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2113712.750000 Penalty: 4661.727539
	Iteration 26Q: 3 clusters Score -2113713 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2113742.500000 Penalty: 4661.727539
	Iteration 27Q: 3 clusters Score -2113742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2113778.500000 Penalty: 4661.727539
	Iteration 28Q: 3 clusters Score -2113778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2113800.250000 Penalty: 4661.727539
	Iteration 29Q: 3 clusters Score -2113800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2113823.750000 Penalty: 4661.727539
	Iteration 30Q: 3 clusters Score -2113824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2113838.750000 Penalty: 4661.727539
	Iteration 31Q: 3 clusters Score -2113839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2113873.000000 Penalty: 4661.727539
	Iteration 32Q: 3 clusters Score -2113873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2113896.250000 Penalty: 4661.727539
	Iteration 33Q: 3 clusters Score -2113896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2113914.500000 Penalty: 4661.727539
	Iteration 34Q: 3 clusters Score -2113914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2113936.750000 Penalty: 4661.727539
	Iteration 35Q: 3 clusters Score -2113937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2113957.250000 Penalty: 4661.727539
	Iteration 36Q: 3 clusters Score -2113957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2113981.250000 Penalty: 4661.727539
	Iteration 37Q: 3 clusters Score -2113981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2114007.250000 Penalty: 4661.727539
	Iteration 38Q: 3 clusters Score -2114007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2114035.000000 Penalty: 4661.727539
	Iteration 39Q: 3 clusters Score -2114035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2114052.500000 Penalty: 4661.727539
	Iteration 40F: 3 clusters Score -2114052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2114071.000000 Penalty: 4661.727539
	Iteration 41Q: 3 clusters Score -2114071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2114086.750000 Penalty: 4661.727539
	Iteration 42Q: 3 clusters Score -2114087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2114096.750000 Penalty: 4661.727539
	Iteration 43Q: 3 clusters Score -2114097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2114112.500000 Penalty: 4661.727539
	Iteration 44Q: 3 clusters Score -2114112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2114122.500000 Penalty: 4661.727539
	Iteration 45Q: 3 clusters Score -2114122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2114131.250000 Penalty: 4661.727539
	Iteration 46Q: 3 clusters Score -2114131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2114138.250000 Penalty: 4661.727539
	Iteration 47Q: 3 clusters Score -2114138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2114142.500000 Penalty: 4661.727539
	Iteration 48Q: 3 clusters Score -2114142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2114152.250000 Penalty: 4661.727539
	Iteration 49Q: 3 clusters Score -2114152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2114159.750000 Penalty: 4661.727539
	Iteration 50Q: 3 clusters Score -2114160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2114167.000000 Penalty: 4661.727539
	Iteration 51Q: 3 clusters Score -2114167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2114177.250000 Penalty: 4661.727539
	Iteration 52Q: 3 clusters Score -2114177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2114180.000000 Penalty: 4661.727539
	Iteration 53Q: 3 clusters Score -2114180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2114181.000000 Penalty: 4661.727539
	Iteration 54Q: 3 clusters Score -2114181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2114188.000000 Penalty: 4661.727539
	Iteration 55Q: 3 clusters Score -2114188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2114192.500000 Penalty: 4661.727539
	Iteration 56Q: 3 clusters Score -2114192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2114192.500000 Penalty: 4661.727539
	Iteration 57Q: 3 clusters Score -2114192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2114192.500000 Penalty: 4661.727539
	Iteration 58Q: 3 clusters Score -2114192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2114193.500000 Penalty: 4661.727539
	Iteration 59Q: 3 clusters Score -2114194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2114195.000000 Penalty: 4661.727539
	Iteration 60F: 3 clusters Score -2114195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2114201.250000 Penalty: 4661.727539
	Iteration 61Q: 3 clusters Score -2114201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2114198.250000 Penalty: 4661.727539
	Iteration 62Q: 3 clusters Score -2114198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2114202.250000 Penalty: 4661.727539
	Iteration 63Q: 3 clusters Score -2114202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2114206.750000 Penalty: 4661.727539
	Iteration 64Q: 3 clusters Score -2114207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2114206.750000 Penalty: 4661.727539
	Iteration 65F: 3 clusters Score -2114207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -505299.343750 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -505299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -501962.343750 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -501962.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -503247.093750 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -503247.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -503764.656250 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -503764.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -504054.000000 Penalty: 4012.230957
	Iteration 3F: 3 clusters Score -504054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -504193.406250 Penalty: 4012.230957
	Iteration 4F: 3 clusters Score -504193.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -504264.531250 Penalty: 4012.230957
	Iteration 5Q: 3 clusters Score -504264.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -504324.187500 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -504324.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -504371.625000 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -504371.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -504406.312500 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -504406.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -504435.062500 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -504435.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -504458.218750 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -504458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -504476.656250 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -504476.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -504498.062500 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -504498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -504513.125000 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -504513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -504519.656250 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -504519.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -504527.968750 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -504528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -504533.562500 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -504533.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -504540.281250 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -504540.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -504545.843750 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -504545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -504548.343750 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -504548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -504550.062500 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -504550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -504551.625000 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -504551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -504552.562500 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -504552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -504552.875000 Penalty: 4012.230957
	Iteration 23Q: 3 clusters Score -504552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -504553.437500 Penalty: 4012.230957
	Iteration 24Q: 3 clusters Score -504553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -504553.437500 Penalty: 4012.230957
	Iteration 25F: 3 clusters Score -504553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -556436.312500 Penalty: 2000.808350
	Iteration 0F: 2 clusters Score -556436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -553074.937500 Penalty: 4001.616699
	Iteration 0F: 3 clusters Score -553074.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -553958.187500 Penalty: 4001.616699
	Iteration 1F: 3 clusters Score -553958.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554346.687500 Penalty: 4001.616699
	Iteration 2F: 3 clusters Score -554346.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -554646.437500 Penalty: 4001.616699
	Iteration 3F: 3 clusters Score -554646.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -554886.625000 Penalty: 4001.616699
	Iteration 4F: 3 clusters Score -554886.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -555051.812500 Penalty: 4001.616699
	Iteration 5Q: 3 clusters Score -555051.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -555156.250000 Penalty: 4001.616699
	Iteration 6Q: 3 clusters Score -555156.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -555208.062500 Penalty: 4001.616699
	Iteration 7Q: 3 clusters Score -555208.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -555238.250000 Penalty: 4001.616699
	Iteration 8Q: 3 clusters Score -555238.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -555263.000000 Penalty: 4001.616699
	Iteration 9Q: 3 clusters Score -555263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -555279.750000 Penalty: 4001.616699
	Iteration 10Q: 3 clusters Score -555279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -555289.812500 Penalty: 4001.616699
	Iteration 11Q: 3 clusters Score -555289.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -555300.250000 Penalty: 4001.616699
	Iteration 12Q: 3 clusters Score -555300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -555307.062500 Penalty: 4001.616699
	Iteration 13Q: 3 clusters Score -555307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -555311.750000 Penalty: 4001.616699
	Iteration 14Q: 3 clusters Score -555311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -555316.062500 Penalty: 4001.616699
	Iteration 15Q: 3 clusters Score -555316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -555319.437500 Penalty: 4001.616699
	Iteration 16Q: 3 clusters Score -555319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -555321.812500 Penalty: 4001.616699
	Iteration 17Q: 3 clusters Score -555321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -555323.562500 Penalty: 4001.616699
	Iteration 18Q: 3 clusters Score -555323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -555326.125000 Penalty: 4001.616699
	Iteration 19Q: 3 clusters Score -555326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -555327.125000 Penalty: 4001.616699
	Iteration 20F: 3 clusters Score -555327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -555330.312500 Penalty: 4001.616699
	Iteration 21Q: 3 clusters Score -555330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -555333.187500 Penalty: 4001.616699
	Iteration 22Q: 3 clusters Score -555333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -555335.500000 Penalty: 4001.616699
	Iteration 23Q: 3 clusters Score -555335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -555341.312500 Penalty: 4001.616699
	Iteration 24Q: 3 clusters Score -555341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -555344.812500 Penalty: 4001.616699
	Iteration 25Q: 3 clusters Score -555344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -555347.875000 Penalty: 4001.616699
	Iteration 26Q: 3 clusters Score -555347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -555350.812500 Penalty: 4001.616699
	Iteration 27Q: 3 clusters Score -555350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -555350.812500 Penalty: 4001.616699
	Iteration 28F: 3 clusters Score -555350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -30880.070312 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -30880.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29682.498047 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -29682.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30003.888672 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -30003.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30312.787109 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -30312.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30388.501953 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -30388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30423.462891 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -30423.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30501.037109 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -30501.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30523.560547 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -30523.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30526.531250 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -30526.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30532.287109 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -30532.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30532.287109 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -30532.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -44180.273438 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -44180.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42956.699219 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -42956.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43131.777344 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -43131.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43197.757812 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -43197.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43246.523438 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -43246.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43311.207031 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -43311.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43354.855469 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -43354.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43385.164062 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -43385.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43409.531250 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -43409.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43430.726562 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -43430.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43442.789062 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -43442.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -43453.343750 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -43453.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43459.179688 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -43459.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -43462.175781 Penalty: 2850.116943
	Iteration 12Q: 3 clusters Score -43462.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -43462.175781 Penalty: 2850.116943
	Iteration 13F: 3 clusters Score -43462.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22345.003906 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -22345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21206.037109 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -21206.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21355.492188 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -21355.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21430.500000 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -21430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21466.023438 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -21466.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21484.826172 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -21484.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21488.595703 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -21488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21490.654297 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -21490.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21490.654297 Penalty: 2829.076172
	Iteration 7F: 3 clusters Score -21490.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -404139.281250 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -404139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -401264.500000 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -401264.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -401804.781250 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -401804.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -401998.031250 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -401998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -402089.843750 Penalty: 3840.015869
	Iteration 3F: 3 clusters Score -402089.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -402144.437500 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -402144.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -402188.312500 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -402188.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -402223.062500 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -402223.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -402240.781250 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -402240.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -402251.875000 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -402251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -402258.468750 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -402258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -402261.125000 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -402261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -402264.093750 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -402264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -402268.593750 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -402268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -402275.156250 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -402275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -402279.812500 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -402279.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -402284.343750 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -402284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402287.312500 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -402287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402289.875000 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -402289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -402292.062500 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -402292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -402292.406250 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -402292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -402293.968750 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -402294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402294.687500 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -402294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402294.687500 Penalty: 3840.015869
	Iteration 22F: 3 clusters Score -402294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -39552.796875 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -39552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38397.925781 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -38397.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38550.550781 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -38550.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38612.375000 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -38612.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38636.503906 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -38636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38703.121094 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -38703.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38718.195312 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -38718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38722.171875 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -38722.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38725.160156 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -38725.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38725.160156 Penalty: 2774.976807
	Iteration 8F: 3 clusters Score -38725.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (76430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Entering Unmasked Estep 
Score: -13120158.000000 Penalty: 2788.544189
	Iteration 0F: 2 clusters Score -1.312016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -13070152.000000 Penalty: 5577.088379
	Iteration 0F: 3 clusters Score -1.307015e+07 nChanged 36013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -13092186.000000 Penalty: 5577.088379
	Iteration 1F: 3 clusters Score -1.309219e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -13093953.000000 Penalty: 5577.088379
	Iteration 2F: 3 clusters Score -1.309395e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -13096298.000000 Penalty: 5577.088379
	Iteration 3F: 3 clusters Score -1.30963e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -13099231.000000 Penalty: 5577.088379
	Iteration 4F: 3 clusters Score -1.309923e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -13102706.000000 Penalty: 5577.088379
	Iteration 5F: 3 clusters Score -1.310271e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -13106301.000000 Penalty: 5577.088379
	Iteration 6F: 3 clusters Score -1.31063e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -13109174.000000 Penalty: 5577.088379
	Iteration 7F: 3 clusters Score -1.310917e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -13111035.000000 Penalty: 5577.088379
	Iteration 8F: 3 clusters Score -1.311104e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -13112012.000000 Penalty: 5577.088379
	Iteration 9Q: 3 clusters Score -1.311201e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -13112577.000000 Penalty: 5577.088379
	Iteration 10Q: 3 clusters Score -1.311258e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -13112809.000000 Penalty: 5577.088379
	Iteration 11Q: 3 clusters Score -1.311281e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -13113031.000000 Penalty: 5577.088379
	Iteration 12Q: 3 clusters Score -1.311303e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -13113412.000000 Penalty: 5577.088379
	Iteration 13Q: 3 clusters Score -1.311341e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -13113699.000000 Penalty: 5577.088379
	Iteration 14Q: 3 clusters Score -1.31137e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -13113998.000000 Penalty: 5577.088379
	Iteration 15Q: 3 clusters Score -1.3114e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13114332.000000 Penalty: 5577.088379
	Iteration 16Q: 3 clusters Score -1.311433e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -13114647.000000 Penalty: 5577.088379
	Iteration 17Q: 3 clusters Score -1.311465e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -13114905.000000 Penalty: 5577.088379
	Iteration 18Q: 3 clusters Score -1.31149e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -13115035.000000 Penalty: 5577.088379
	Iteration 19Q: 3 clusters Score -1.311504e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -13115231.000000 Penalty: 5577.088379
	Iteration 20F: 3 clusters Score -1.311523e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -13115393.000000 Penalty: 5577.088379
	Iteration 21Q: 3 clusters Score -1.311539e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -13115584.000000 Penalty: 5577.088379
	Iteration 22Q: 3 clusters Score -1.311558e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -13115633.000000 Penalty: 5577.088379
	Iteration 23Q: 3 clusters Score -1.311563e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -13115665.000000 Penalty: 5577.088379
	Iteration 24Q: 3 clusters Score -1.311566e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -13115760.000000 Penalty: 5577.088379
	Iteration 25Q: 3 clusters Score -1.311576e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -13115872.000000 Penalty: 5577.088379
	Iteration 26Q: 3 clusters Score -1.311587e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -13115869.000000 Penalty: 5577.088379
	Iteration 27Q: 3 clusters Score -1.311587e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -13115864.000000 Penalty: 5577.088379
	Iteration 28Q: 3 clusters Score -1.311586e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -13115887.000000 Penalty: 5577.088379
	Iteration 29Q: 3 clusters Score -1.311589e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -13115878.000000 Penalty: 5577.088379
	Iteration 30Q: 3 clusters Score -1.311588e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -13115879.000000 Penalty: 5577.088379
	Iteration 31Q: 3 clusters Score -1.311588e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -13115823.000000 Penalty: 5577.088379
	Iteration 32Q: 3 clusters Score -1.311582e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -13115880.000000 Penalty: 5577.088379
	Iteration 33Q: 3 clusters Score -1.311588e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -13115833.000000 Penalty: 5577.088379
	Iteration 34Q: 3 clusters Score -1.311583e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -13115806.000000 Penalty: 5577.088379
	Iteration 35Q: 3 clusters Score -1.311581e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -13115815.000000 Penalty: 5577.088379
	Iteration 36Q: 3 clusters Score -1.311582e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -13115765.000000 Penalty: 5577.088379
	Iteration 37Q: 3 clusters Score -1.311576e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -13115770.000000 Penalty: 5577.088379
	Iteration 38Q: 3 clusters Score -1.311577e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -13115803.000000 Penalty: 5577.088379
	Iteration 39Q: 3 clusters Score -1.31158e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -13115789.000000 Penalty: 5577.088379
	Iteration 40F: 3 clusters Score -1.311579e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -13115765.000000 Penalty: 5577.088379
	Iteration 41Q: 3 clusters Score -1.311576e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -13115773.000000 Penalty: 5577.088379
	Iteration 42Q: 3 clusters Score -1.311577e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -13115810.000000 Penalty: 5577.088379
	Iteration 43Q: 3 clusters Score -1.311581e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -13115759.000000 Penalty: 5577.088379
	Iteration 44Q: 3 clusters Score -1.311576e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -13115761.000000 Penalty: 5577.088379
	Iteration 45Q: 3 clusters Score -1.311576e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -13115752.000000 Penalty: 5577.088379
	Iteration 46Q: 3 clusters Score -1.311575e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -13115755.000000 Penalty: 5577.088379
	Iteration 47Q: 3 clusters Score -1.311576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -13115752.000000 Penalty: 5577.088379
	Iteration 48Q: 3 clusters Score -1.311575e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -13115735.000000 Penalty: 5577.088379
	Iteration 49Q: 3 clusters Score -1.311574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -13115723.000000 Penalty: 5577.088379
	Iteration 50Q: 3 clusters Score -1.311572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -13115723.000000 Penalty: 5577.088379
	Iteration 51Q: 3 clusters Score -1.311572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -13115716.000000 Penalty: 5577.088379
	Iteration 52Q: 3 clusters Score -1.311572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -13115759.000000 Penalty: 5577.088379
	Iteration 53Q: 3 clusters Score -1.311576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -13115731.000000 Penalty: 5577.088379
	Iteration 54Q: 3 clusters Score -1.311573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -13115749.000000 Penalty: 5577.088379
	Iteration 55Q: 3 clusters Score -1.311575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -13115759.000000 Penalty: 5577.088379
	Iteration 56Q: 3 clusters Score -1.311576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -13115753.000000 Penalty: 5577.088379
	Iteration 57Q: 3 clusters Score -1.311575e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -13115778.000000 Penalty: 5577.088379
	Iteration 58Q: 3 clusters Score -1.311578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -13115760.000000 Penalty: 5577.088379
	Iteration 59Q: 3 clusters Score -1.311576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -13115736.000000 Penalty: 5577.088379
	Iteration 60F: 3 clusters Score -1.311574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -13115759.000000 Penalty: 5577.088379
	Iteration 61Q: 3 clusters Score -1.311576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -13115755.000000 Penalty: 5577.088379
	Iteration 62Q: 3 clusters Score -1.311576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -13115788.000000 Penalty: 5577.088379
	Iteration 63Q: 3 clusters Score -1.311579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -13115772.000000 Penalty: 5577.088379
	Iteration 64Q: 3 clusters Score -1.311577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -13115748.000000 Penalty: 5577.088379
	Iteration 65Q: 3 clusters Score -1.311575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -13115782.000000 Penalty: 5577.088379
	Iteration 66Q: 3 clusters Score -1.311578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -13115786.000000 Penalty: 5577.088379
	Iteration 67Q: 3 clusters Score -1.311579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -13115753.000000 Penalty: 5577.088379
	Iteration 68Q: 3 clusters Score -1.311575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -13115785.000000 Penalty: 5577.088379
	Iteration 69Q: 3 clusters Score -1.311578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -13115801.000000 Penalty: 5577.088379
	Iteration 70Q: 3 clusters Score -1.31158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -13115792.000000 Penalty: 5577.088379
	Iteration 71Q: 3 clusters Score -1.311579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -13115810.000000 Penalty: 5577.088379
	Iteration 72Q: 3 clusters Score -1.311581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -13115796.000000 Penalty: 5577.088379
	Iteration 73Q: 3 clusters Score -1.31158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -13115810.000000 Penalty: 5577.088379
	Iteration 74Q: 3 clusters Score -1.311581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -13115795.000000 Penalty: 5577.088379
	Iteration 75Q: 3 clusters Score -1.31158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -13115792.000000 Penalty: 5577.088379
	Iteration 76Q: 3 clusters Score -1.311579e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -13115824.000000 Penalty: 5577.088379
	Iteration 77Q: 3 clusters Score -1.311582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -13115824.000000 Penalty: 5577.088379
	Iteration 78Q: 3 clusters Score -1.311582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -13115832.000000 Penalty: 5577.088379
	Iteration 79Q: 3 clusters Score -1.311583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -13115827.000000 Penalty: 5577.088379
	Iteration 80F: 3 clusters Score -1.311583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -13115857.000000 Penalty: 5577.088379
	Iteration 81Q: 3 clusters Score -1.311586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -13115847.000000 Penalty: 5577.088379
	Iteration 82Q: 3 clusters Score -1.311585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -13115839.000000 Penalty: 5577.088379
	Iteration 83Q: 3 clusters Score -1.311584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -13115830.000000 Penalty: 5577.088379
	Iteration 84Q: 3 clusters Score -1.311583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -13115835.000000 Penalty: 5577.088379
	Iteration 85Q: 3 clusters Score -1.311584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -13115844.000000 Penalty: 5577.088379
	Iteration 86Q: 3 clusters Score -1.311584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -13115839.000000 Penalty: 5577.088379
	Iteration 87Q: 3 clusters Score -1.311584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -13115830.000000 Penalty: 5577.088379
	Iteration 88Q: 3 clusters Score -1.311583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -13115851.000000 Penalty: 5577.088379
	Iteration 89Q: 3 clusters Score -1.311585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -13115841.000000 Penalty: 5577.088379
	Iteration 90Q: 3 clusters Score -1.311584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -13115826.000000 Penalty: 5577.088379
	Iteration 91Q: 3 clusters Score -1.311583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -13115815.000000 Penalty: 5577.088379
	Iteration 92Q: 3 clusters Score -1.311582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -13115830.000000 Penalty: 5577.088379
	Iteration 93Q: 3 clusters Score -1.311583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -13115834.000000 Penalty: 5577.088379
	Iteration 94Q: 3 clusters Score -1.311583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -13115808.000000 Penalty: 5577.088379
	Iteration 95Q: 3 clusters Score -1.311581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -13115838.000000 Penalty: 5577.088379
	Iteration 96Q: 3 clusters Score -1.311584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -13115822.000000 Penalty: 5577.088379
	Iteration 97Q: 3 clusters Score -1.311582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -13115809.000000 Penalty: 5577.088379
	Iteration 98Q: 3 clusters Score -1.311581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -13115824.000000 Penalty: 5577.088379
	Iteration 99Q: 3 clusters Score -1.311582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -13115815.000000 Penalty: 5577.088379
	Iteration 100F: 3 clusters Score -1.311582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -13115834.000000 Penalty: 5577.088379
	Iteration 101Q: 3 clusters Score -1.311583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -13115839.000000 Penalty: 5577.088379
	Iteration 102Q: 3 clusters Score -1.311584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -13115841.000000 Penalty: 5577.088379
	Iteration 103Q: 3 clusters Score -1.311584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -13115834.000000 Penalty: 5577.088379
	Iteration 104Q: 3 clusters Score -1.311583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -13115839.000000 Penalty: 5577.088379
	Iteration 105Q: 3 clusters Score -1.311584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -13115822.000000 Penalty: 5577.088379
	Iteration 106Q: 3 clusters Score -1.311582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -13115807.000000 Penalty: 5577.088379
	Iteration 107Q: 3 clusters Score -1.311581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -13115808.000000 Penalty: 5577.088379
	Iteration 108Q: 3 clusters Score -1.311581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -13115819.000000 Penalty: 5577.088379
	Iteration 109Q: 3 clusters Score -1.311582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -13115819.000000 Penalty: 5577.088379
	Iteration 110Q: 3 clusters Score -1.311582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -13115812.000000 Penalty: 5577.088379
	Iteration 111Q: 3 clusters Score -1.311581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -13115812.000000 Penalty: 5577.088379
	Iteration 112F: 3 clusters Score -1.311581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Entering Unmasked Estep 
Score: -1816391.750000 Penalty: 2302.053711
	Iteration 0F: 2 clusters Score -1816392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1808278.500000 Penalty: 4604.107422
	Iteration 0F: 3 clusters Score -1808278 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1810848.750000 Penalty: 4604.107422
	Iteration 1F: 3 clusters Score -1810849 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1811373.125000 Penalty: 4604.107422
	Iteration 2F: 3 clusters Score -1811373 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1811802.625000 Penalty: 4604.107422
	Iteration 3F: 3 clusters Score -1811803 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1812157.375000 Penalty: 4604.107422
	Iteration 4F: 3 clusters Score -1812157 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1812467.750000 Penalty: 4604.107422
	Iteration 5F: 3 clusters Score -1812468 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1812696.750000 Penalty: 4604.107422
	Iteration 6Q: 3 clusters Score -1812697 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1812902.000000 Penalty: 4604.107422
	Iteration 7Q: 3 clusters Score -1812902 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1813045.250000 Penalty: 4604.107422
	Iteration 8Q: 3 clusters Score -1813045 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1813161.625000 Penalty: 4604.107422
	Iteration 9Q: 3 clusters Score -1813162 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1813267.000000 Penalty: 4604.107422
	Iteration 10Q: 3 clusters Score -1813267 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1813351.875000 Penalty: 4604.107422
	Iteration 11Q: 3 clusters Score -1813352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1813446.000000 Penalty: 4604.107422
	Iteration 12Q: 3 clusters Score -1813446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1813558.625000 Penalty: 4604.107422
	Iteration 13Q: 3 clusters Score -1813559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1813658.500000 Penalty: 4604.107422
	Iteration 14Q: 3 clusters Score -1813658 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1813760.875000 Penalty: 4604.107422
	Iteration 15Q: 3 clusters Score -1813761 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1813885.250000 Penalty: 4604.107422
	Iteration 16Q: 3 clusters Score -1813885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1814003.250000 Penalty: 4604.107422
	Iteration 17Q: 3 clusters Score -1814003 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1814094.875000 Penalty: 4604.107422
	Iteration 18Q: 3 clusters Score -1814095 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1814193.250000 Penalty: 4604.107422
	Iteration 19Q: 3 clusters Score -1814193 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1814274.875000 Penalty: 4604.107422
	Iteration 20F: 3 clusters Score -1814275 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1814349.125000 Penalty: 4604.107422
	Iteration 21Q: 3 clusters Score -1814349 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1814413.375000 Penalty: 4604.107422
	Iteration 22Q: 3 clusters Score -1814413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1814470.250000 Penalty: 4604.107422
	Iteration 23Q: 3 clusters Score -1814470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1814514.500000 Penalty: 4604.107422
	Iteration 24Q: 3 clusters Score -1814514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1814556.000000 Penalty: 4604.107422
	Iteration 25Q: 3 clusters Score -1814556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1814594.750000 Penalty: 4604.107422
	Iteration 26Q: 3 clusters Score -1814595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1814637.375000 Penalty: 4604.107422
	Iteration 27Q: 3 clusters Score -1814637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1814674.625000 Penalty: 4604.107422
	Iteration 28Q: 3 clusters Score -1814675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1814696.625000 Penalty: 4604.107422
	Iteration 29Q: 3 clusters Score -1814697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1814727.875000 Penalty: 4604.107422
	Iteration 30Q: 3 clusters Score -1814728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1814756.625000 Penalty: 4604.107422
	Iteration 31Q: 3 clusters Score -1814757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1814780.250000 Penalty: 4604.107422
	Iteration 32Q: 3 clusters Score -1814780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1814796.250000 Penalty: 4604.107422
	Iteration 33Q: 3 clusters Score -1814796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1814813.125000 Penalty: 4604.107422
	Iteration 34Q: 3 clusters Score -1814813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1814827.250000 Penalty: 4604.107422
	Iteration 35Q: 3 clusters Score -1814827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1814840.125000 Penalty: 4604.107422
	Iteration 36Q: 3 clusters Score -1814840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1814846.500000 Penalty: 4604.107422
	Iteration 37Q: 3 clusters Score -1814846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1814851.375000 Penalty: 4604.107422
	Iteration 38Q: 3 clusters Score -1814851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1814859.000000 Penalty: 4604.107422
	Iteration 39Q: 3 clusters Score -1814859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1814861.375000 Penalty: 4604.107422
	Iteration 40F: 3 clusters Score -1814861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1814869.375000 Penalty: 4604.107422
	Iteration 41Q: 3 clusters Score -1814869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1814869.000000 Penalty: 4604.107422
	Iteration 42Q: 3 clusters Score -1814869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1814869.000000 Penalty: 4604.107422
	Iteration 43Q: 3 clusters Score -1814869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1814868.250000 Penalty: 4604.107422
	Iteration 44Q: 3 clusters Score -1814868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1814872.125000 Penalty: 4604.107422
	Iteration 45Q: 3 clusters Score -1814872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1814872.500000 Penalty: 4604.107422
	Iteration 46Q: 3 clusters Score -1814872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1814875.750000 Penalty: 4604.107422
	Iteration 47Q: 3 clusters Score -1814876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1814879.500000 Penalty: 4604.107422
	Iteration 48Q: 3 clusters Score -1814880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1814880.750000 Penalty: 4604.107422
	Iteration 49Q: 3 clusters Score -1814881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1814880.125000 Penalty: 4604.107422
	Iteration 50Q: 3 clusters Score -1814880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1814881.875000 Penalty: 4604.107422
	Iteration 51Q: 3 clusters Score -1814882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1814884.375000 Penalty: 4604.107422
	Iteration 52Q: 3 clusters Score -1814884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1814887.125000 Penalty: 4604.107422
	Iteration 53Q: 3 clusters Score -1814887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1814891.000000 Penalty: 4604.107422
	Iteration 54Q: 3 clusters Score -1814891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1814897.250000 Penalty: 4604.107422
	Iteration 55Q: 3 clusters Score -1814897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1814898.750000 Penalty: 4604.107422
	Iteration 56Q: 3 clusters Score -1814899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1814901.250000 Penalty: 4604.107422
	Iteration 57Q: 3 clusters Score -1814901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1814896.000000 Penalty: 4604.107422
	Iteration 58Q: 3 clusters Score -1814896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1814901.000000 Penalty: 4604.107422
	Iteration 59Q: 3 clusters Score -1814901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1814906.500000 Penalty: 4604.107422
	Iteration 60F: 3 clusters Score -1814906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1814907.625000 Penalty: 4604.107422
	Iteration 61Q: 3 clusters Score -1814908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1814907.625000 Penalty: 4604.107422
	Iteration 62Q: 3 clusters Score -1814908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1814910.625000 Penalty: 4604.107422
	Iteration 63Q: 3 clusters Score -1814911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1814915.000000 Penalty: 4604.107422
	Iteration 64Q: 3 clusters Score -1814915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1814914.500000 Penalty: 4604.107422
	Iteration 65Q: 3 clusters Score -1814914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1814918.625000 Penalty: 4604.107422
	Iteration 66Q: 3 clusters Score -1814919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1814919.500000 Penalty: 4604.107422
	Iteration 67Q: 3 clusters Score -1814920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1814920.625000 Penalty: 4604.107422
	Iteration 68Q: 3 clusters Score -1814921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1814927.000000 Penalty: 4604.107422
	Iteration 69Q: 3 clusters Score -1814927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1814928.625000 Penalty: 4604.107422
	Iteration 70Q: 3 clusters Score -1814929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1814934.500000 Penalty: 4604.107422
	Iteration 71Q: 3 clusters Score -1814934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1814941.375000 Penalty: 4604.107422
	Iteration 72Q: 3 clusters Score -1814941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1814950.125000 Penalty: 4604.107422
	Iteration 73Q: 3 clusters Score -1814950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1814955.500000 Penalty: 4604.107422
	Iteration 74Q: 3 clusters Score -1814956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1814958.250000 Penalty: 4604.107422
	Iteration 75Q: 3 clusters Score -1814958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1814963.375000 Penalty: 4604.107422
	Iteration 76Q: 3 clusters Score -1814963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1814963.875000 Penalty: 4604.107422
	Iteration 77Q: 3 clusters Score -1814964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1814969.625000 Penalty: 4604.107422
	Iteration 78Q: 3 clusters Score -1814970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1814973.875000 Penalty: 4604.107422
	Iteration 79Q: 3 clusters Score -1814974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1814974.000000 Penalty: 4604.107422
	Iteration 80F: 3 clusters Score -1814974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1814973.625000 Penalty: 4604.107422
	Iteration 81Q: 3 clusters Score -1814974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1814977.125000 Penalty: 4604.107422
	Iteration 82Q: 3 clusters Score -1814977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1814980.875000 Penalty: 4604.107422
	Iteration 83Q: 3 clusters Score -1814981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1814988.125000 Penalty: 4604.107422
	Iteration 84Q: 3 clusters Score -1814988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1814997.250000 Penalty: 4604.107422
	Iteration 85Q: 3 clusters Score -1814997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1814999.625000 Penalty: 4604.107422
	Iteration 86Q: 3 clusters Score -1815000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1815000.000000 Penalty: 4604.107422
	Iteration 87Q: 3 clusters Score -1815000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1815000.750000 Penalty: 4604.107422
	Iteration 88Q: 3 clusters Score -1815001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1815003.750000 Penalty: 4604.107422
	Iteration 89Q: 3 clusters Score -1815004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1815007.250000 Penalty: 4604.107422
	Iteration 90Q: 3 clusters Score -1815007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1815010.125000 Penalty: 4604.107422
	Iteration 91Q: 3 clusters Score -1815010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1815018.125000 Penalty: 4604.107422
	Iteration 92Q: 3 clusters Score -1815018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1815019.250000 Penalty: 4604.107422
	Iteration 93Q: 3 clusters Score -1815019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1815018.625000 Penalty: 4604.107422
	Iteration 94Q: 3 clusters Score -1815019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1815023.750000 Penalty: 4604.107422
	Iteration 95Q: 3 clusters Score -1815024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1815023.125000 Penalty: 4604.107422
	Iteration 96Q: 3 clusters Score -1815023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1815024.375000 Penalty: 4604.107422
	Iteration 97Q: 3 clusters Score -1815024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1815028.375000 Penalty: 4604.107422
	Iteration 98Q: 3 clusters Score -1815028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1815031.000000 Penalty: 4604.107422
	Iteration 99Q: 3 clusters Score -1815031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1815034.250000 Penalty: 4604.107422
	Iteration 100F: 3 clusters Score -1815034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1815033.250000 Penalty: 4604.107422
	Iteration 101Q: 3 clusters Score -1815033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1815036.500000 Penalty: 4604.107422
	Iteration 102Q: 3 clusters Score -1815036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1815040.000000 Penalty: 4604.107422
	Iteration 103Q: 3 clusters Score -1815040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1815043.000000 Penalty: 4604.107422
	Iteration 104Q: 3 clusters Score -1815043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1815042.000000 Penalty: 4604.107422
	Iteration 105Q: 3 clusters Score -1815042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1815045.250000 Penalty: 4604.107422
	Iteration 106Q: 3 clusters Score -1815045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1815045.250000 Penalty: 4604.107422
	Iteration 107Q: 3 clusters Score -1815045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1815044.875000 Penalty: 4604.107422
	Iteration 108Q: 3 clusters Score -1815045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1815053.125000 Penalty: 4604.107422
	Iteration 109Q: 3 clusters Score -1815053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1815053.750000 Penalty: 4604.107422
	Iteration 110Q: 3 clusters Score -1815054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1815054.750000 Penalty: 4604.107422
	Iteration 111Q: 3 clusters Score -1815055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1815054.750000 Penalty: 4604.107422
	Iteration 112F: 3 clusters Score -1815055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Entering Unmasked Estep 
Score: -6708985.500000 Penalty: 2609.500732
	Iteration 0F: 2 clusters Score -6708986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -6684282.000000 Penalty: 5219.001465
	Iteration 0F: 3 clusters Score -6684282 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -6693670.500000 Penalty: 5219.001465
	Iteration 1F: 3 clusters Score -6693670 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6694220.500000 Penalty: 5219.001465
	Iteration 2Q: 3 clusters Score -6694220 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -6694772.000000 Penalty: 5219.001465
	Iteration 3Q: 3 clusters Score -6694772 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6695474.500000 Penalty: 5219.001465
	Iteration 4Q: 3 clusters Score -6695474 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -6696434.500000 Penalty: 5219.001465
	Iteration 5F: 3 clusters Score -6696434 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -6697846.000000 Penalty: 5219.001465
	Iteration 6F: 3 clusters Score -6697846 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -6699768.500000 Penalty: 5219.001465
	Iteration 7F: 3 clusters Score -6699768 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6702001.000000 Penalty: 5219.001465
	Iteration 8F: 3 clusters Score -6702001 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6704003.000000 Penalty: 5219.001465
	Iteration 9F: 3 clusters Score -6704003 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6705450.500000 Penalty: 5219.001465
	Iteration 10Q: 3 clusters Score -6705450 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6706266.500000 Penalty: 5219.001465
	Iteration 11Q: 3 clusters Score -6706266 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6706697.000000 Penalty: 5219.001465
	Iteration 12Q: 3 clusters Score -6706697 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6706953.500000 Penalty: 5219.001465
	Iteration 13Q: 3 clusters Score -6706954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6707103.500000 Penalty: 5219.001465
	Iteration 14Q: 3 clusters Score -6707104 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6707174.000000 Penalty: 5219.001465
	Iteration 15Q: 3 clusters Score -6707174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6707236.500000 Penalty: 5219.001465
	Iteration 16Q: 3 clusters Score -6707236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6707282.500000 Penalty: 5219.001465
	Iteration 17Q: 3 clusters Score -6707282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6707312.000000 Penalty: 5219.001465
	Iteration 18Q: 3 clusters Score -6707312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6707315.500000 Penalty: 5219.001465
	Iteration 19Q: 3 clusters Score -6707316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6707319.500000 Penalty: 5219.001465
	Iteration 20F: 3 clusters Score -6707320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6707323.000000 Penalty: 5219.001465
	Iteration 21Q: 3 clusters Score -6707323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6707337.000000 Penalty: 5219.001465
	Iteration 22Q: 3 clusters Score -6707337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6707322.500000 Penalty: 5219.001465
	Iteration 23Q: 3 clusters Score -6707322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6707311.000000 Penalty: 5219.001465
	Iteration 24Q: 3 clusters Score -6707311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6707325.000000 Penalty: 5219.001465
	Iteration 25Q: 3 clusters Score -6707325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6707335.000000 Penalty: 5219.001465
	Iteration 26Q: 3 clusters Score -6707335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6707329.000000 Penalty: 5219.001465
	Iteration 27Q: 3 clusters Score -6707329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6707334.000000 Penalty: 5219.001465
	Iteration 28Q: 3 clusters Score -6707334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6707319.000000 Penalty: 5219.001465
	Iteration 29Q: 3 clusters Score -6707319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6707321.500000 Penalty: 5219.001465
	Iteration 30Q: 3 clusters Score -6707322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6707318.000000 Penalty: 5219.001465
	Iteration 31Q: 3 clusters Score -6707318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6707316.500000 Penalty: 5219.001465
	Iteration 32Q: 3 clusters Score -6707316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6707321.000000 Penalty: 5219.001465
	Iteration 33Q: 3 clusters Score -6707321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6707323.000000 Penalty: 5219.001465
	Iteration 34Q: 3 clusters Score -6707323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6707320.500000 Penalty: 5219.001465
	Iteration 35Q: 3 clusters Score -6707320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6707316.000000 Penalty: 5219.001465
	Iteration 36Q: 3 clusters Score -6707316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6707314.500000 Penalty: 5219.001465
	Iteration 37Q: 3 clusters Score -6707314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6707311.500000 Penalty: 5219.001465
	Iteration 38Q: 3 clusters Score -6707312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6707312.500000 Penalty: 5219.001465
	Iteration 39Q: 3 clusters Score -6707312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6707322.000000 Penalty: 5219.001465
	Iteration 40F: 3 clusters Score -6707322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6707322.500000 Penalty: 5219.001465
	Iteration 41Q: 3 clusters Score -6707322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6707319.000000 Penalty: 5219.001465
	Iteration 42Q: 3 clusters Score -6707319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6707319.500000 Penalty: 5219.001465
	Iteration 43Q: 3 clusters Score -6707320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6707322.500000 Penalty: 5219.001465
	Iteration 44Q: 3 clusters Score -6707322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6707319.500000 Penalty: 5219.001465
	Iteration 45Q: 3 clusters Score -6707320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6707319.500000 Penalty: 5219.001465
	Iteration 46F: 3 clusters Score -6707320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Entering Unmasked Estep 
Score: -6439218.000000 Penalty: 2599.996826
	Iteration 0F: 2 clusters Score -6439218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6415621.000000 Penalty: 5199.993652
	Iteration 0F: 3 clusters Score -6415621 nChanged 16358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -6424567.500000 Penalty: 5199.993652
	Iteration 1F: 3 clusters Score -6424568 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -6424991.000000 Penalty: 5199.993652
	Iteration 2Q: 3 clusters Score -6424991 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -6425449.000000 Penalty: 5199.993652
	Iteration 3Q: 3 clusters Score -6425449 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -6425852.000000 Penalty: 5199.993652
	Iteration 4Q: 3 clusters Score -6425852 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -6426292.000000 Penalty: 5199.993652
	Iteration 5Q: 3 clusters Score -6426292 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -6426779.000000 Penalty: 5199.993652
	Iteration 6Q: 3 clusters Score -6426779 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -6427354.500000 Penalty: 5199.993652
	Iteration 7Q: 3 clusters Score -6427354 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6428025.000000 Penalty: 5199.993652
	Iteration 8Q: 3 clusters Score -6428025 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -6428954.000000 Penalty: 5199.993652
	Iteration 9Q: 3 clusters Score -6428954 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -6430096.500000 Penalty: 5199.993652
	Iteration 10Q: 3 clusters Score -6430096 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -6431376.500000 Penalty: 5199.993652
	Iteration 11Q: 3 clusters Score -6431376 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -6432321.500000 Penalty: 5199.993652
	Iteration 12Q: 3 clusters Score -6432322 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -6433099.500000 Penalty: 5199.993652
	Iteration 13Q: 3 clusters Score -6433100 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6433554.000000 Penalty: 5199.993652
	Iteration 14Q: 3 clusters Score -6433554 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -6433891.500000 Penalty: 5199.993652
	Iteration 15Q: 3 clusters Score -6433892 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -6434219.500000 Penalty: 5199.993652
	Iteration 16Q: 3 clusters Score -6434220 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6434521.500000 Penalty: 5199.993652
	Iteration 17Q: 3 clusters Score -6434522 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -6434828.000000 Penalty: 5199.993652
	Iteration 18Q: 3 clusters Score -6434828 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6435126.500000 Penalty: 5199.993652
	Iteration 19Q: 3 clusters Score -6435126 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6435408.000000 Penalty: 5199.993652
	Iteration 20F: 3 clusters Score -6435408 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -6435676.000000 Penalty: 5199.993652
	Iteration 21Q: 3 clusters Score -6435676 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6435954.500000 Penalty: 5199.993652
	Iteration 22Q: 3 clusters Score -6435954 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -6436250.500000 Penalty: 5199.993652
	Iteration 23Q: 3 clusters Score -6436250 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6436451.500000 Penalty: 5199.993652
	Iteration 24Q: 3 clusters Score -6436452 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6436637.500000 Penalty: 5199.993652
	Iteration 25Q: 3 clusters Score -6436638 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6436760.500000 Penalty: 5199.993652
	Iteration 26Q: 3 clusters Score -6436760 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6436841.500000 Penalty: 5199.993652
	Iteration 27Q: 3 clusters Score -6436842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6436896.000000 Penalty: 5199.993652
	Iteration 28Q: 3 clusters Score -6436896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6436904.000000 Penalty: 5199.993652
	Iteration 29Q: 3 clusters Score -6436904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -6436953.500000 Penalty: 5199.993652
	Iteration 30Q: 3 clusters Score -6436954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6436992.000000 Penalty: 5199.993652
	Iteration 31Q: 3 clusters Score -6436992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -6437023.500000 Penalty: 5199.993652
	Iteration 32Q: 3 clusters Score -6437024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -6437038.500000 Penalty: 5199.993652
	Iteration 33Q: 3 clusters Score -6437038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -6437053.000000 Penalty: 5199.993652
	Iteration 34Q: 3 clusters Score -6437053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6437053.000000 Penalty: 5199.993652
	Iteration 35Q: 3 clusters Score -6437053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6437062.000000 Penalty: 5199.993652
	Iteration 36Q: 3 clusters Score -6437062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6437081.500000 Penalty: 5199.993652
	Iteration 37Q: 3 clusters Score -6437082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -6437080.500000 Penalty: 5199.993652
	Iteration 38Q: 3 clusters Score -6437080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -6437080.000000 Penalty: 5199.993652
	Iteration 39Q: 3 clusters Score -6437080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6437084.500000 Penalty: 5199.993652
	Iteration 40F: 3 clusters Score -6437084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -6437083.500000 Penalty: 5199.993652
	Iteration 41Q: 3 clusters Score -6437084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6437080.500000 Penalty: 5199.993652
	Iteration 42Q: 3 clusters Score -6437080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -6437079.500000 Penalty: 5199.993652
	Iteration 43Q: 3 clusters Score -6437080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -6437079.500000 Penalty: 5199.993652
	Iteration 44F: 3 clusters Score -6437080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1620975.250000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1620975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1613455.625000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1613456 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1615729.250000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1615729 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1616123.875000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1616124 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1616437.250000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1616437 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1616725.500000 Penalty: 4555.058594
	Iteration 4F: 3 clusters Score -1616726 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1616985.125000 Penalty: 4555.058594
	Iteration 5Q: 3 clusters Score -1616985 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1617284.125000 Penalty: 4555.058594
	Iteration 6Q: 3 clusters Score -1617284 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1617603.875000 Penalty: 4555.058594
	Iteration 7Q: 3 clusters Score -1617604 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1617967.125000 Penalty: 4555.058594
	Iteration 8Q: 3 clusters Score -1617967 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1618384.000000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1618384 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1618795.125000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1618795 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1619170.750000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1619171 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1619467.125000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1619467 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1619767.625000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1619768 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1620081.375000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1620081 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1620279.375000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1620279 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1620369.125000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1620369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1620419.125000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1620419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1620453.250000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1620453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1620462.250000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1620462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1620468.625000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1620469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1620472.750000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1620473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1620476.000000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1620476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1620479.875000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1620480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1620479.125000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1620479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1620481.125000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1620481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1620481.125000 Penalty: 4555.058594
	Iteration 26F: 3 clusters Score -1620481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -179169.718750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -179169.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -177250.140625 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -177250.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -177567.921875 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -177567.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177691.218750 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -177691.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177766.781250 Penalty: 3438.977783
	Iteration 3Q: 3 clusters Score -177766.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177804.421875 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -177804.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177833.421875 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -177833.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -177862.390625 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -177862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -177884.640625 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -177884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177901.171875 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -177901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -177915.171875 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -177915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -177940.234375 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -177940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177975.234375 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -177975.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -178009.000000 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -178009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178038.312500 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -178038.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -178056.687500 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -178056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -178067.640625 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -178067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178083.531250 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -178083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178091.640625 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -178091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178098.578125 Penalty: 3438.977783
	Iteration 18Q: 3 clusters Score -178098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178098.578125 Penalty: 3438.977783
	Iteration 19F: 3 clusters Score -178098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -148702.843750 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -148702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -146847.484375 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -146847.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -147103.953125 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -147104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -147206.937500 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -147206.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -147291.593750 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -147291.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -147341.031250 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -147341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147382.234375 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -147382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -147428.250000 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -147428.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -147492.312500 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -147492.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147561.109375 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -147561.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -147625.671875 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -147625.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147655.343750 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -147655.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -147700.921875 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -147700.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -147745.031250 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -147745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -147775.953125 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -147776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -147796.937500 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -147796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147808.609375 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -147808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147821.312500 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -147821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147831.734375 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -147831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147837.984375 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -147838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147841.687500 Penalty: 3368.445801
	Iteration 19F: 3 clusters Score -147841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -147848.859375 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -147848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -147851.859375 Penalty: 3368.445801
	Iteration 21Q: 3 clusters Score -147851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -147851.859375 Penalty: 3368.445801
	Iteration 22F: 3 clusters Score -147851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -580286.375000 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -580286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -576768.937500 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -576768.9 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -577716.875000 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -577716.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -578082.750000 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -578082.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -578382.937500 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -578382.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -578624.812500 Penalty: 4047.191406
	Iteration 4F: 3 clusters Score -578624.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -578866.187500 Penalty: 4047.191406
	Iteration 5F: 3 clusters Score -578866.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -579051.687500 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -579051.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -579192.250000 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -579192.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -579340.687500 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -579340.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -579511.062500 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -579511.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -579641.312500 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -579641.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -579727.187500 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -579727.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -579793.000000 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -579793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -579827.750000 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -579827.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -579854.812500 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -579854.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -579883.812500 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -579883.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -579901.750000 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -579901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -579913.125000 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -579913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -579920.062500 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -579920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -579925.812500 Penalty: 4047.191406
	Iteration 19Q: 3 clusters Score -579925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -579931.625000 Penalty: 4047.191406
	Iteration 20F: 3 clusters Score -579931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -579936.062500 Penalty: 4047.191406
	Iteration 21Q: 3 clusters Score -579936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -579938.437500 Penalty: 4047.191406
	Iteration 22Q: 3 clusters Score -579938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -579939.375000 Penalty: 4047.191406
	Iteration 23Q: 3 clusters Score -579939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -579939.125000 Penalty: 4047.191406
	Iteration 24Q: 3 clusters Score -579939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -579940.062500 Penalty: 4047.191406
	Iteration 25Q: 3 clusters Score -579940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -579940.062500 Penalty: 4047.191406
	Iteration 26F: 3 clusters Score -579940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -287016.281250 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -287016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -284633.906250 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -284633.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -285054.906250 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -285054.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -285177.937500 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -285177.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -285222.531250 Penalty: 3669.494385
	Iteration 3Q: 3 clusters Score -285222.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -285246.687500 Penalty: 3669.494385
	Iteration 4Q: 3 clusters Score -285246.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285263.218750 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -285263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -285277.531250 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -285277.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -285291.968750 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -285292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285300.437500 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -285300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -285307.562500 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -285307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -285318.093750 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -285318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -285323.093750 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -285323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -285327.000000 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -285327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -285331.781250 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -285331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -285334.062500 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -285334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -285335.937500 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -285335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -285335.937500 Penalty: 3669.494385
	Iteration 16F: 3 clusters Score -285335.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -294837.875000 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -294837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -292358.468750 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -292358.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -292952.093750 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -292952.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -293222.968750 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -293223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -293439.875000 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -293439.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -293637.093750 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -293637.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -293815.968750 Penalty: 3740.674805
	Iteration 5F: 3 clusters Score -293816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -294029.531250 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -294029.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294158.562500 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -294158.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294237.125000 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -294237.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294281.031250 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -294281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294303.531250 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -294303.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294311.468750 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -294311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -294317.375000 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -294317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -294325.062500 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -294325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -294327.312500 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -294327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -294327.312500 Penalty: 3740.674805
	Iteration 15F: 3 clusters Score -294327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -1776515.250000 Penalty: 2290.215576
	Iteration 0F: 2 clusters Score -1776515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1768657.625000 Penalty: 4580.431152
	Iteration 0F: 3 clusters Score -1768658 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1771027.250000 Penalty: 4580.431152
	Iteration 1F: 3 clusters Score -1771027 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1771397.375000 Penalty: 4580.431152
	Iteration 2F: 3 clusters Score -1771397 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1771724.000000 Penalty: 4580.431152
	Iteration 3F: 3 clusters Score -1771724 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1772051.750000 Penalty: 4580.431152
	Iteration 4F: 3 clusters Score -1772052 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1772401.625000 Penalty: 4580.431152
	Iteration 5F: 3 clusters Score -1772402 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1772739.875000 Penalty: 4580.431152
	Iteration 6F: 3 clusters Score -1772740 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1773045.125000 Penalty: 4580.431152
	Iteration 7Q: 3 clusters Score -1773045 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1773345.750000 Penalty: 4580.431152
	Iteration 8Q: 3 clusters Score -1773346 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1773641.625000 Penalty: 4580.431152
	Iteration 9Q: 3 clusters Score -1773642 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1773935.875000 Penalty: 4580.431152
	Iteration 10Q: 3 clusters Score -1773936 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1774209.250000 Penalty: 4580.431152
	Iteration 11Q: 3 clusters Score -1774209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1774443.250000 Penalty: 4580.431152
	Iteration 12Q: 3 clusters Score -1774443 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1774604.625000 Penalty: 4580.431152
	Iteration 13Q: 3 clusters Score -1774605 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1774705.875000 Penalty: 4580.431152
	Iteration 14Q: 3 clusters Score -1774706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1774771.875000 Penalty: 4580.431152
	Iteration 15Q: 3 clusters Score -1774772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1774822.625000 Penalty: 4580.431152
	Iteration 16Q: 3 clusters Score -1774823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1774857.625000 Penalty: 4580.431152
	Iteration 17Q: 3 clusters Score -1774858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1774874.375000 Penalty: 4580.431152
	Iteration 18Q: 3 clusters Score -1774874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1774897.625000 Penalty: 4580.431152
	Iteration 19Q: 3 clusters Score -1774898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1774907.250000 Penalty: 4580.431152
	Iteration 20F: 3 clusters Score -1774907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1774919.500000 Penalty: 4580.431152
	Iteration 21Q: 3 clusters Score -1774920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1774922.625000 Penalty: 4580.431152
	Iteration 22Q: 3 clusters Score -1774923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1774931.250000 Penalty: 4580.431152
	Iteration 23Q: 3 clusters Score -1774931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1774934.125000 Penalty: 4580.431152
	Iteration 24Q: 3 clusters Score -1774934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1774943.125000 Penalty: 4580.431152
	Iteration 25Q: 3 clusters Score -1774943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1774943.500000 Penalty: 4580.431152
	Iteration 26Q: 3 clusters Score -1774944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1774953.000000 Penalty: 4580.431152
	Iteration 27Q: 3 clusters Score -1774953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1774955.375000 Penalty: 4580.431152
	Iteration 28Q: 3 clusters Score -1774955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1774967.125000 Penalty: 4580.431152
	Iteration 29Q: 3 clusters Score -1774967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1774972.875000 Penalty: 4580.431152
	Iteration 30Q: 3 clusters Score -1774973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1774977.625000 Penalty: 4580.431152
	Iteration 31Q: 3 clusters Score -1774978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1774976.125000 Penalty: 4580.431152
	Iteration 32Q: 3 clusters Score -1774976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1774982.500000 Penalty: 4580.431152
	Iteration 33Q: 3 clusters Score -1774982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1774986.875000 Penalty: 4580.431152
	Iteration 34Q: 3 clusters Score -1774987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1774989.125000 Penalty: 4580.431152
	Iteration 35Q: 3 clusters Score -1774989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1774988.375000 Penalty: 4580.431152
	Iteration 36Q: 3 clusters Score -1774988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1774991.750000 Penalty: 4580.431152
	Iteration 37Q: 3 clusters Score -1774992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1774990.250000 Penalty: 4580.431152
	Iteration 38Q: 3 clusters Score -1774990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1774989.375000 Penalty: 4580.431152
	Iteration 39Q: 3 clusters Score -1774989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1774989.875000 Penalty: 4580.431152
	Iteration 40F: 3 clusters Score -1774990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1774993.750000 Penalty: 4580.431152
	Iteration 41Q: 3 clusters Score -1774994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1774997.875000 Penalty: 4580.431152
	Iteration 42Q: 3 clusters Score -1774998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1774996.875000 Penalty: 4580.431152
	Iteration 43Q: 3 clusters Score -1774997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1774999.000000 Penalty: 4580.431152
	Iteration 44Q: 3 clusters Score -1774999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1774995.125000 Penalty: 4580.431152
	Iteration 45Q: 3 clusters Score -1774995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1774997.500000 Penalty: 4580.431152
	Iteration 46Q: 3 clusters Score -1774998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1774998.125000 Penalty: 4580.431152
	Iteration 47Q: 3 clusters Score -1774998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1774995.750000 Penalty: 4580.431152
	Iteration 48Q: 3 clusters Score -1774996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1774995.000000 Penalty: 4580.431152
	Iteration 49Q: 3 clusters Score -1774995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1774994.875000 Penalty: 4580.431152
	Iteration 50Q: 3 clusters Score -1774995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1774996.500000 Penalty: 4580.431152
	Iteration 51Q: 3 clusters Score -1774996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1774996.500000 Penalty: 4580.431152
	Iteration 52F: 3 clusters Score -1774996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -873943.187500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -873943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -869339.750000 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -869339.8 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -870843.562500 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -870843.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -871405.250000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -871405.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -871886.687500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -871886.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -872330.062500 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -872330.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -872791.375000 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -872791.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -873199.625000 Penalty: 4251.553711
	Iteration 6F: 3 clusters Score -873199.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -873536.250000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -873536.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -873717.250000 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -873717.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -873825.687500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -873825.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -873874.062500 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -873874.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -873898.437500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -873898.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -873918.875000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -873918.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -873932.812500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -873932.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -873942.375000 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -873942.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -873952.750000 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -873952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -873958.000000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -873958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -873967.437500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -873967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -873970.312500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -873970.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -873972.812500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -873972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -873978.000000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -873978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -873982.875000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -873982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -873982.125000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -873982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -873983.750000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -873983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -873984.812500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -873984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -873983.250000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -873983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -873983.250000 Penalty: 4251.553711
	Iteration 26F: 3 clusters Score -873983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 28291 members 
Mstep: Class 10 contains 280 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 33557 members 
Mstep: Class 17 contains 33967 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 12072 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 301 members 
Mstep: Class 25 contains 313 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 269 members 
Mstep: Class 29 contains 76430 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 37130 members 
Mstep: Class 32 contains 35734 members 
Mstep: Class 33 contains 9736 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 3497 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 1885 members 
Mstep: Class 39 contains 10247 members 
Mstep: Class 40 contains 2093 members 
Mstep: Class 41 contains 17609 members 
Mstep: Class 42 contains 396 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 757 members 
Mstep: Class 47 contains 36306 members 
Mstep: Class 48 contains 36475 members 
Mstep: Class 49 contains 39927 members 
Mstep: Class 50 contains 8610 members 
Mstep: Class 51 contains 4314 members 
Mstep: Class 52 contains 13696 members 
Mstep: Class 53 contains 332 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 35884 members 
Mstep: Class 58 contains 33818 members 
Mstep: Class 59 contains 7815 members 
Mstep: Class 60 contains 2974 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 6157 members 
Mstep: Class 63 contains 2656 members 
Mstep: Class 64 contains 1923 members 
Mstep: Class 65 contains 11676 members 
Mstep: Class 66 contains 3050 members 
Mstep: Class 67 contains 4129 members 
Mstep: Class 68 contains 2910 members 
Mstep: Class 69 contains 3187 members 
Entering Unmasked Estep 
Score: -117281048.000000 Penalty: 229961.078125
Splitting cluster 40 changes total score from -117282160.000000 to -117281048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (17609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Entering Unmasked Estep 
Score: -3007183.250000 Penalty: 2424.489014
	Iteration 0F: 2 clusters Score -3007183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2994721.750000 Penalty: 4848.978027
	Iteration 0F: 3 clusters Score -2994722 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2999468.750000 Penalty: 4848.978027
	Iteration 1F: 3 clusters Score -2999469 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3000761.750000 Penalty: 4848.978027
	Iteration 2F: 3 clusters Score -3000762 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3002053.250000 Penalty: 4848.978027
	Iteration 3F: 3 clusters Score -3002053 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3003114.000000 Penalty: 4848.978027
	Iteration 4F: 3 clusters Score -3003114 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3003780.750000 Penalty: 4848.978027
	Iteration 5F: 3 clusters Score -3003781 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3004160.750000 Penalty: 4848.978027
	Iteration 6Q: 3 clusters Score -3004161 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3004385.000000 Penalty: 4848.978027
	Iteration 7Q: 3 clusters Score -3004385 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3004517.500000 Penalty: 4848.978027
	Iteration 8Q: 3 clusters Score -3004518 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3004641.000000 Penalty: 4848.978027
	Iteration 9Q: 3 clusters Score -3004641 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3004718.000000 Penalty: 4848.978027
	Iteration 10Q: 3 clusters Score -3004718 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3004780.000000 Penalty: 4848.978027
	Iteration 11Q: 3 clusters Score -3004780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3004829.750000 Penalty: 4848.978027
	Iteration 12Q: 3 clusters Score -3004830 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3004859.250000 Penalty: 4848.978027
	Iteration 13Q: 3 clusters Score -3004859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3004892.000000 Penalty: 4848.978027
	Iteration 14Q: 3 clusters Score -3004892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3004926.000000 Penalty: 4848.978027
	Iteration 15Q: 3 clusters Score -3004926 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3004955.250000 Penalty: 4848.978027
	Iteration 16Q: 3 clusters Score -3004955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3004980.500000 Penalty: 4848.978027
	Iteration 17Q: 3 clusters Score -3004980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3004990.750000 Penalty: 4848.978027
	Iteration 18Q: 3 clusters Score -3004991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3004998.000000 Penalty: 4848.978027
	Iteration 19Q: 3 clusters Score -3004998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3005005.750000 Penalty: 4848.978027
	Iteration 20F: 3 clusters Score -3005006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3005016.250000 Penalty: 4848.978027
	Iteration 21Q: 3 clusters Score -3005016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3005023.250000 Penalty: 4848.978027
	Iteration 22Q: 3 clusters Score -3005023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3005030.750000 Penalty: 4848.978027
	Iteration 23Q: 3 clusters Score -3005031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3005052.250000 Penalty: 4848.978027
	Iteration 24Q: 3 clusters Score -3005052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3005049.000000 Penalty: 4848.978027
	Iteration 25Q: 3 clusters Score -3005049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3005050.000000 Penalty: 4848.978027
	Iteration 26Q: 3 clusters Score -3005050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3005055.000000 Penalty: 4848.978027
	Iteration 27Q: 3 clusters Score -3005055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3005048.000000 Penalty: 4848.978027
	Iteration 28Q: 3 clusters Score -3005048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3005044.000000 Penalty: 4848.978027
	Iteration 29Q: 3 clusters Score -3005044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3005052.000000 Penalty: 4848.978027
	Iteration 30Q: 3 clusters Score -3005052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3005052.750000 Penalty: 4848.978027
	Iteration 31Q: 3 clusters Score -3005053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3005059.500000 Penalty: 4848.978027
	Iteration 32Q: 3 clusters Score -3005060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3005057.250000 Penalty: 4848.978027
	Iteration 33Q: 3 clusters Score -3005057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3005061.750000 Penalty: 4848.978027
	Iteration 34Q: 3 clusters Score -3005062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3005060.500000 Penalty: 4848.978027
	Iteration 35Q: 3 clusters Score -3005060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3005054.250000 Penalty: 4848.978027
	Iteration 36Q: 3 clusters Score -3005054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3005058.250000 Penalty: 4848.978027
	Iteration 37Q: 3 clusters Score -3005058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3005064.250000 Penalty: 4848.978027
	Iteration 38Q: 3 clusters Score -3005064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3005061.000000 Penalty: 4848.978027
	Iteration 39Q: 3 clusters Score -3005061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3005059.750000 Penalty: 4848.978027
	Iteration 40F: 3 clusters Score -3005060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3005063.250000 Penalty: 4848.978027
	Iteration 41Q: 3 clusters Score -3005063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3005066.250000 Penalty: 4848.978027
	Iteration 42Q: 3 clusters Score -3005066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3005065.000000 Penalty: 4848.978027
	Iteration 43Q: 3 clusters Score -3005065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3005062.000000 Penalty: 4848.978027
	Iteration 44Q: 3 clusters Score -3005062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3005065.250000 Penalty: 4848.978027
	Iteration 45Q: 3 clusters Score -3005065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3005066.500000 Penalty: 4848.978027
	Iteration 46Q: 3 clusters Score -3005066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3005071.000000 Penalty: 4848.978027
	Iteration 47Q: 3 clusters Score -3005071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3005073.500000 Penalty: 4848.978027
	Iteration 48Q: 3 clusters Score -3005074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3005080.500000 Penalty: 4848.978027
	Iteration 49Q: 3 clusters Score -3005080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3005077.250000 Penalty: 4848.978027
	Iteration 50Q: 3 clusters Score -3005077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3005073.250000 Penalty: 4848.978027
	Iteration 51Q: 3 clusters Score -3005073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3005073.000000 Penalty: 4848.978027
	Iteration 52Q: 3 clusters Score -3005073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3005085.000000 Penalty: 4848.978027
	Iteration 53Q: 3 clusters Score -3005085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3005082.500000 Penalty: 4848.978027
	Iteration 54Q: 3 clusters Score -3005082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3005086.000000 Penalty: 4848.978027
	Iteration 55Q: 3 clusters Score -3005086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3005085.000000 Penalty: 4848.978027
	Iteration 56Q: 3 clusters Score -3005085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3005084.500000 Penalty: 4848.978027
	Iteration 57Q: 3 clusters Score -3005084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3005089.000000 Penalty: 4848.978027
	Iteration 58Q: 3 clusters Score -3005089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3005094.000000 Penalty: 4848.978027
	Iteration 59Q: 3 clusters Score -3005094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3005090.000000 Penalty: 4848.978027
	Iteration 60F: 3 clusters Score -3005090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3005092.500000 Penalty: 4848.978027
	Iteration 61Q: 3 clusters Score -3005092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3005092.500000 Penalty: 4848.978027
	Iteration 62Q: 3 clusters Score -3005092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3005091.500000 Penalty: 4848.978027
	Iteration 63Q: 3 clusters Score -3005092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3005097.500000 Penalty: 4848.978027
	Iteration 64Q: 3 clusters Score -3005098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3005093.500000 Penalty: 4848.978027
	Iteration 65Q: 3 clusters Score -3005094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3005093.000000 Penalty: 4848.978027
	Iteration 66Q: 3 clusters Score -3005093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3005091.750000 Penalty: 4848.978027
	Iteration 67Q: 3 clusters Score -3005092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3005092.000000 Penalty: 4848.978027
	Iteration 68Q: 3 clusters Score -3005092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3005092.500000 Penalty: 4848.978027
	Iteration 69Q: 3 clusters Score -3005092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3005096.000000 Penalty: 4848.978027
	Iteration 70Q: 3 clusters Score -3005096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3005096.500000 Penalty: 4848.978027
	Iteration 71Q: 3 clusters Score -3005096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3005095.000000 Penalty: 4848.978027
	Iteration 72Q: 3 clusters Score -3005095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3005091.000000 Penalty: 4848.978027
	Iteration 73Q: 3 clusters Score -3005091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3005091.000000 Penalty: 4848.978027
	Iteration 74F: 3 clusters Score -3005091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -62278.800781 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -62278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60964.488281 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60964.49 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61165.871094 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -61165.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61229.609375 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -61229.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61283.398438 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -61283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61346.480469 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -61346.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61369.437500 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -61369.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61383.605469 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -61383.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61397.589844 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -61397.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61441.398438 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -61441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61475.289062 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -61475.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61507.183594 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -61507.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61522.589844 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -61522.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61531.941406 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -61531.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61536.531250 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -61536.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61538.109375 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -61538.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61539.734375 Penalty: 2966.781494
	Iteration 15Q: 3 clusters Score -61539.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61542.136719 Penalty: 2966.781494
	Iteration 16Q: 3 clusters Score -61542.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61545.601562 Penalty: 2966.781494
	Iteration 17Q: 3 clusters Score -61545.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61547.207031 Penalty: 2966.781494
	Iteration 18Q: 3 clusters Score -61547.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61549.589844 Penalty: 2966.781494
	Iteration 19Q: 3 clusters Score -61549.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61552.031250 Penalty: 2966.781494
	Iteration 20F: 3 clusters Score -61552.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -77602.671875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -77602.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76079.867188 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -76079.87 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76255.710938 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -76255.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76351.765625 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -76351.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76429.109375 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -76429.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76478.679688 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -76478.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76510.289062 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -76510.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76521.031250 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -76521.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76529.296875 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -76529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76541.289062 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -76541.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76543.781250 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -76543.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76545.890625 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -76545.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76547.101562 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -76547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76547.101562 Penalty: 3075.452393
	Iteration 12F: 3 clusters Score -76547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -63360.691406 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -63360.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62002.972656 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -62002.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62267.628906 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -62267.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62376.902344 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -62376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62435.171875 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -62435.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62461.265625 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -62461.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62485.128906 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -62485.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62493.218750 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -62493.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62497.019531 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -62497.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62498.789062 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -62498.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62499.812500 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -62499.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62505.234375 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -62505.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62509.218750 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -62509.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62514.910156 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -62514.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62514.910156 Penalty: 3045.382812
	Iteration 13F: 3 clusters Score -62514.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -351888.843750 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -351888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -349298.781250 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -349298.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -349754.906250 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -349754.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -349873.875000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -349873.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -349934.812500 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -349934.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -349964.937500 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -349964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349988.250000 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -349988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -350011.437500 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -350011.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -350034.812500 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -350034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -350054.000000 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -350054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -350067.031250 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -350067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -350077.625000 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -350077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -350086.031250 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -350086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -350088.781250 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -350088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -350094.531250 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -350094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -350098.468750 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -350098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -350101.687500 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -350101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -350104.312500 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -350104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -350107.937500 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -350107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -350112.218750 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -350112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -350113.593750 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -350113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -350115.062500 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -350115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -350116.812500 Penalty: 3766.563477
	Iteration 21Q: 3 clusters Score -350116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -350118.593750 Penalty: 3766.563477
	Iteration 22Q: 3 clusters Score -350118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -350119.375000 Penalty: 3766.563477
	Iteration 23Q: 3 clusters Score -350119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -350120.750000 Penalty: 3766.563477
	Iteration 24Q: 3 clusters Score -350120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -350122.937500 Penalty: 3766.563477
	Iteration 25Q: 3 clusters Score -350122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -350123.281250 Penalty: 3766.563477
	Iteration 26Q: 3 clusters Score -350123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -350123.281250 Penalty: 3766.563477
	Iteration 27F: 3 clusters Score -350123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -119528.382812 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -119528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117839.406250 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -117839.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118254.539062 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -118254.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118500.281250 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -118500.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118684.140625 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -118684.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118785.757812 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -118785.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118865.148438 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -118865.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118973.742188 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -118973.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119111.695312 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -119111.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119157.156250 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -119157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119179.359375 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -119179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119194.414062 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -119194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -119203.796875 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -119203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119213.992188 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -119214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119219.937500 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -119219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119225.695312 Penalty: 3288.164062
	Iteration 14Q: 3 clusters Score -119225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119228.343750 Penalty: 3288.164062
	Iteration 15Q: 3 clusters Score -119228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119230.257812 Penalty: 3288.164062
	Iteration 16Q: 3 clusters Score -119230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119230.257812 Penalty: 3288.164062
	Iteration 17F: 3 clusters Score -119230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (36306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Entering Unmasked Estep 
Score: -6384317.000000 Penalty: 2603.935303
	Iteration 0F: 2 clusters Score -6384317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -6360006.000000 Penalty: 5207.870605
	Iteration 0F: 3 clusters Score -6360006 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6369044.000000 Penalty: 5207.870605
	Iteration 1F: 3 clusters Score -6369044 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -6369584.500000 Penalty: 5207.870605
	Iteration 2Q: 3 clusters Score -6369584 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -6370048.500000 Penalty: 5207.870605
	Iteration 3Q: 3 clusters Score -6370048 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6370630.000000 Penalty: 5207.870605
	Iteration 4Q: 3 clusters Score -6370630 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -6371281.500000 Penalty: 5207.870605
	Iteration 5Q: 3 clusters Score -6371282 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6372182.500000 Penalty: 5207.870605
	Iteration 6F: 3 clusters Score -6372182 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -6373295.500000 Penalty: 5207.870605
	Iteration 7F: 3 clusters Score -6373296 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -6374587.500000 Penalty: 5207.870605
	Iteration 8F: 3 clusters Score -6374588 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -6376038.000000 Penalty: 5207.870605
	Iteration 9F: 3 clusters Score -6376038 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6377641.500000 Penalty: 5207.870605
	Iteration 10F: 3 clusters Score -6377642 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6379087.000000 Penalty: 5207.870605
	Iteration 11F: 3 clusters Score -6379087 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6380263.000000 Penalty: 5207.870605
	Iteration 12Q: 3 clusters Score -6380263 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6381010.500000 Penalty: 5207.870605
	Iteration 13Q: 3 clusters Score -6381010 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6381475.000000 Penalty: 5207.870605
	Iteration 14Q: 3 clusters Score -6381475 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6381767.000000 Penalty: 5207.870605
	Iteration 15Q: 3 clusters Score -6381767 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6382010.000000 Penalty: 5207.870605
	Iteration 16Q: 3 clusters Score -6382010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6382154.000000 Penalty: 5207.870605
	Iteration 17Q: 3 clusters Score -6382154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6382215.000000 Penalty: 5207.870605
	Iteration 18Q: 3 clusters Score -6382215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6382258.500000 Penalty: 5207.870605
	Iteration 19Q: 3 clusters Score -6382258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6382293.500000 Penalty: 5207.870605
	Iteration 20F: 3 clusters Score -6382294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6382323.500000 Penalty: 5207.870605
	Iteration 21Q: 3 clusters Score -6382324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6382350.500000 Penalty: 5207.870605
	Iteration 22Q: 3 clusters Score -6382350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6382359.500000 Penalty: 5207.870605
	Iteration 23Q: 3 clusters Score -6382360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6382360.500000 Penalty: 5207.870605
	Iteration 24Q: 3 clusters Score -6382360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6382381.500000 Penalty: 5207.870605
	Iteration 25Q: 3 clusters Score -6382382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6382392.500000 Penalty: 5207.870605
	Iteration 26Q: 3 clusters Score -6382392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6382402.500000 Penalty: 5207.870605
	Iteration 27Q: 3 clusters Score -6382402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6382410.000000 Penalty: 5207.870605
	Iteration 28Q: 3 clusters Score -6382410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6382422.500000 Penalty: 5207.870605
	Iteration 29Q: 3 clusters Score -6382422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6382430.500000 Penalty: 5207.870605
	Iteration 30Q: 3 clusters Score -6382430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6382434.500000 Penalty: 5207.870605
	Iteration 31Q: 3 clusters Score -6382434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6382437.500000 Penalty: 5207.870605
	Iteration 32Q: 3 clusters Score -6382438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6382437.500000 Penalty: 5207.870605
	Iteration 33F: 3 clusters Score -6382438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (36475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Entering Unmasked Estep 
Score: -6599820.000000 Penalty: 2605.086670
	Iteration 0F: 2 clusters Score -6599820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6576502.000000 Penalty: 5210.173340
	Iteration 0F: 3 clusters Score -6576502 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6585482.000000 Penalty: 5210.173340
	Iteration 1F: 3 clusters Score -6585482 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -6585937.500000 Penalty: 5210.173340
	Iteration 2Q: 3 clusters Score -6585938 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6586262.000000 Penalty: 5210.173340
	Iteration 3Q: 3 clusters Score -6586262 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6586639.500000 Penalty: 5210.173340
	Iteration 4Q: 3 clusters Score -6586640 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -6587059.000000 Penalty: 5210.173340
	Iteration 5Q: 3 clusters Score -6587059 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -6587643.500000 Penalty: 5210.173340
	Iteration 6Q: 3 clusters Score -6587644 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -6588466.500000 Penalty: 5210.173340
	Iteration 7Q: 3 clusters Score -6588466 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6589721.000000 Penalty: 5210.173340
	Iteration 8F: 3 clusters Score -6589721 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6591611.500000 Penalty: 5210.173340
	Iteration 9F: 3 clusters Score -6591612 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6594098.000000 Penalty: 5210.173340
	Iteration 10F: 3 clusters Score -6594098 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6596372.500000 Penalty: 5210.173340
	Iteration 11F: 3 clusters Score -6596372 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -6597316.000000 Penalty: 5210.173340
	Iteration 12Q: 3 clusters Score -6597316 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6597661.500000 Penalty: 5210.173340
	Iteration 13Q: 3 clusters Score -6597662 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6597830.000000 Penalty: 5210.173340
	Iteration 14Q: 3 clusters Score -6597830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -6597933.500000 Penalty: 5210.173340
	Iteration 15Q: 3 clusters Score -6597934 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6598006.000000 Penalty: 5210.173340
	Iteration 16Q: 3 clusters Score -6598006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -6598053.500000 Penalty: 5210.173340
	Iteration 17Q: 3 clusters Score -6598054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6598073.500000 Penalty: 5210.173340
	Iteration 18Q: 3 clusters Score -6598074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -6598092.500000 Penalty: 5210.173340
	Iteration 19Q: 3 clusters Score -6598092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -6598128.000000 Penalty: 5210.173340
	Iteration 20F: 3 clusters Score -6598128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -6598143.000000 Penalty: 5210.173340
	Iteration 21Q: 3 clusters Score -6598143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6598157.500000 Penalty: 5210.173340
	Iteration 22Q: 3 clusters Score -6598158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6598151.500000 Penalty: 5210.173340
	Iteration 23Q: 3 clusters Score -6598152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6598157.000000 Penalty: 5210.173340
	Iteration 24Q: 3 clusters Score -6598157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6598157.000000 Penalty: 5210.173340
	Iteration 25Q: 3 clusters Score -6598157 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -6598153.000000 Penalty: 5210.173340
	Iteration 26Q: 3 clusters Score -6598153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -6598157.500000 Penalty: 5210.173340
	Iteration 27Q: 3 clusters Score -6598158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6598163.000000 Penalty: 5210.173340
	Iteration 28Q: 3 clusters Score -6598163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -6598166.500000 Penalty: 5210.173340
	Iteration 29Q: 3 clusters Score -6598166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6598168.000000 Penalty: 5210.173340
	Iteration 30Q: 3 clusters Score -6598168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6598162.000000 Penalty: 5210.173340
	Iteration 31Q: 3 clusters Score -6598162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6598169.500000 Penalty: 5210.173340
	Iteration 32Q: 3 clusters Score -6598170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -6598165.000000 Penalty: 5210.173340
	Iteration 33Q: 3 clusters Score -6598165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6598173.500000 Penalty: 5210.173340
	Iteration 34Q: 3 clusters Score -6598174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -6598181.500000 Penalty: 5210.173340
	Iteration 35Q: 3 clusters Score -6598182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -6598177.500000 Penalty: 5210.173340
	Iteration 36Q: 3 clusters Score -6598178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -6598174.000000 Penalty: 5210.173340
	Iteration 37Q: 3 clusters Score -6598174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6598170.000000 Penalty: 5210.173340
	Iteration 38Q: 3 clusters Score -6598170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6598172.000000 Penalty: 5210.173340
	Iteration 39Q: 3 clusters Score -6598172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -6598166.500000 Penalty: 5210.173340
	Iteration 40F: 3 clusters Score -6598166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6598178.000000 Penalty: 5210.173340
	Iteration 41Q: 3 clusters Score -6598178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -6598180.500000 Penalty: 5210.173340
	Iteration 42Q: 3 clusters Score -6598180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -6598173.500000 Penalty: 5210.173340
	Iteration 43Q: 3 clusters Score -6598174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -6598172.000000 Penalty: 5210.173340
	Iteration 44Q: 3 clusters Score -6598172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -6598174.000000 Penalty: 5210.173340
	Iteration 45Q: 3 clusters Score -6598174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -6598187.500000 Penalty: 5210.173340
	Iteration 46Q: 3 clusters Score -6598188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6598182.500000 Penalty: 5210.173340
	Iteration 47Q: 3 clusters Score -6598182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -6598187.000000 Penalty: 5210.173340
	Iteration 48Q: 3 clusters Score -6598187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -6598182.000000 Penalty: 5210.173340
	Iteration 49Q: 3 clusters Score -6598182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6598200.000000 Penalty: 5210.173340
	Iteration 50Q: 3 clusters Score -6598200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -6598186.500000 Penalty: 5210.173340
	Iteration 51Q: 3 clusters Score -6598186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -6598187.500000 Penalty: 5210.173340
	Iteration 52Q: 3 clusters Score -6598188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6598194.500000 Penalty: 5210.173340
	Iteration 53Q: 3 clusters Score -6598194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6598182.500000 Penalty: 5210.173340
	Iteration 54Q: 3 clusters Score -6598182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -6598185.000000 Penalty: 5210.173340
	Iteration 55Q: 3 clusters Score -6598185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -6598182.000000 Penalty: 5210.173340
	Iteration 56Q: 3 clusters Score -6598182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -6598198.500000 Penalty: 5210.173340
	Iteration 57Q: 3 clusters Score -6598198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6598198.500000 Penalty: 5210.173340
	Iteration 58Q: 3 clusters Score -6598198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6598193.000000 Penalty: 5210.173340
	Iteration 59Q: 3 clusters Score -6598193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -6598189.000000 Penalty: 5210.173340
	Iteration 60F: 3 clusters Score -6598189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6598196.000000 Penalty: 5210.173340
	Iteration 61Q: 3 clusters Score -6598196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6598198.000000 Penalty: 5210.173340
	Iteration 62Q: 3 clusters Score -6598198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6598195.000000 Penalty: 5210.173340
	Iteration 63Q: 3 clusters Score -6598195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -6598193.000000 Penalty: 5210.173340
	Iteration 64Q: 3 clusters Score -6598193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6598201.000000 Penalty: 5210.173340
	Iteration 65Q: 3 clusters Score -6598201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -6598199.000000 Penalty: 5210.173340
	Iteration 66Q: 3 clusters Score -6598199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -6598202.000000 Penalty: 5210.173340
	Iteration 67Q: 3 clusters Score -6598202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -6598196.500000 Penalty: 5210.173340
	Iteration 68Q: 3 clusters Score -6598196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -6598192.000000 Penalty: 5210.173340
	Iteration 69Q: 3 clusters Score -6598192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -6598200.500000 Penalty: 5210.173340
	Iteration 70Q: 3 clusters Score -6598200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6598200.000000 Penalty: 5210.173340
	Iteration 71Q: 3 clusters Score -6598200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6598212.500000 Penalty: 5210.173340
	Iteration 72Q: 3 clusters Score -6598212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -6598205.000000 Penalty: 5210.173340
	Iteration 73Q: 3 clusters Score -6598205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6598197.500000 Penalty: 5210.173340
	Iteration 74Q: 3 clusters Score -6598198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -6598222.000000 Penalty: 5210.173340
	Iteration 75Q: 3 clusters Score -6598222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6598214.000000 Penalty: 5210.173340
	Iteration 76Q: 3 clusters Score -6598214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6598218.000000 Penalty: 5210.173340
	Iteration 77Q: 3 clusters Score -6598218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6598232.000000 Penalty: 5210.173340
	Iteration 78Q: 3 clusters Score -6598232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6598234.500000 Penalty: 5210.173340
	Iteration 79Q: 3 clusters Score -6598234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6598226.500000 Penalty: 5210.173340
	Iteration 80F: 3 clusters Score -6598226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -6598237.500000 Penalty: 5210.173340
	Iteration 81Q: 3 clusters Score -6598238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6598237.500000 Penalty: 5210.173340
	Iteration 82Q: 3 clusters Score -6598238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -6598226.000000 Penalty: 5210.173340
	Iteration 83Q: 3 clusters Score -6598226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6598249.500000 Penalty: 5210.173340
	Iteration 84Q: 3 clusters Score -6598250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6598242.000000 Penalty: 5210.173340
	Iteration 85Q: 3 clusters Score -6598242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6598245.000000 Penalty: 5210.173340
	Iteration 86Q: 3 clusters Score -6598245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6598245.500000 Penalty: 5210.173340
	Iteration 87Q: 3 clusters Score -6598246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6598249.500000 Penalty: 5210.173340
	Iteration 88Q: 3 clusters Score -6598250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -6598266.000000 Penalty: 5210.173340
	Iteration 89Q: 3 clusters Score -6598266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -6598280.000000 Penalty: 5210.173340
	Iteration 90Q: 3 clusters Score -6598280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6598285.000000 Penalty: 5210.173340
	Iteration 91Q: 3 clusters Score -6598285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6598289.000000 Penalty: 5210.173340
	Iteration 92Q: 3 clusters Score -6598289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6598274.000000 Penalty: 5210.173340
	Iteration 93Q: 3 clusters Score -6598274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6598287.000000 Penalty: 5210.173340
	Iteration 94Q: 3 clusters Score -6598287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6598288.000000 Penalty: 5210.173340
	Iteration 95Q: 3 clusters Score -6598288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -6598288.000000 Penalty: 5210.173340
	Iteration 96Q: 3 clusters Score -6598288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6598292.500000 Penalty: 5210.173340
	Iteration 97Q: 3 clusters Score -6598292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6598300.000000 Penalty: 5210.173340
	Iteration 98Q: 3 clusters Score -6598300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -6598284.000000 Penalty: 5210.173340
	Iteration 99Q: 3 clusters Score -6598284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -6598296.000000 Penalty: 5210.173340
	Iteration 100F: 3 clusters Score -6598296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -6598305.500000 Penalty: 5210.173340
	Iteration 101Q: 3 clusters Score -6598306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6598305.000000 Penalty: 5210.173340
	Iteration 102Q: 3 clusters Score -6598305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -6598303.000000 Penalty: 5210.173340
	Iteration 103Q: 3 clusters Score -6598303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -6598302.500000 Penalty: 5210.173340
	Iteration 104Q: 3 clusters Score -6598302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -6598281.000000 Penalty: 5210.173340
	Iteration 105Q: 3 clusters Score -6598281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -6598289.000000 Penalty: 5210.173340
	Iteration 106Q: 3 clusters Score -6598289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -6598290.000000 Penalty: 5210.173340
	Iteration 107Q: 3 clusters Score -6598290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6598292.000000 Penalty: 5210.173340
	Iteration 108Q: 3 clusters Score -6598292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -6598306.000000 Penalty: 5210.173340
	Iteration 109Q: 3 clusters Score -6598306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -6598312.000000 Penalty: 5210.173340
	Iteration 110Q: 3 clusters Score -6598312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -6598311.000000 Penalty: 5210.173340
	Iteration 111Q: 3 clusters Score -6598311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6598304.000000 Penalty: 5210.173340
	Iteration 112Q: 3 clusters Score -6598304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -6598309.000000 Penalty: 5210.173340
	Iteration 113Q: 3 clusters Score -6598309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6598311.000000 Penalty: 5210.173340
	Iteration 114Q: 3 clusters Score -6598311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6598302.500000 Penalty: 5210.173340
	Iteration 115Q: 3 clusters Score -6598302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -6598303.500000 Penalty: 5210.173340
	Iteration 116Q: 3 clusters Score -6598304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -6598305.000000 Penalty: 5210.173340
	Iteration 117Q: 3 clusters Score -6598305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6598298.000000 Penalty: 5210.173340
	Iteration 118Q: 3 clusters Score -6598298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -6598300.500000 Penalty: 5210.173340
	Iteration 119Q: 3 clusters Score -6598300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6598311.000000 Penalty: 5210.173340
	Iteration 120F: 3 clusters Score -6598311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6598307.000000 Penalty: 5210.173340
	Iteration 121Q: 3 clusters Score -6598307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6598310.500000 Penalty: 5210.173340
	Iteration 122Q: 3 clusters Score -6598310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6598309.000000 Penalty: 5210.173340
	Iteration 123Q: 3 clusters Score -6598309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -6598305.500000 Penalty: 5210.173340
	Iteration 124Q: 3 clusters Score -6598306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6598307.000000 Penalty: 5210.173340
	Iteration 125Q: 3 clusters Score -6598307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6598307.500000 Penalty: 5210.173340
	Iteration 126Q: 3 clusters Score -6598308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -6598312.500000 Penalty: 5210.173340
	Iteration 127Q: 3 clusters Score -6598312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6598310.000000 Penalty: 5210.173340
	Iteration 128Q: 3 clusters Score -6598310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6598308.000000 Penalty: 5210.173340
	Iteration 129Q: 3 clusters Score -6598308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6598295.500000 Penalty: 5210.173340
	Iteration 130Q: 3 clusters Score -6598296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -6598294.000000 Penalty: 5210.173340
	Iteration 131Q: 3 clusters Score -6598294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6598301.000000 Penalty: 5210.173340
	Iteration 132Q: 3 clusters Score -6598301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6598297.500000 Penalty: 5210.173340
	Iteration 133Q: 3 clusters Score -6598298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6598297.500000 Penalty: 5210.173340
	Iteration 134F: 3 clusters Score -6598298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (39927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Entering Unmasked Estep 
Score: -6960410.500000 Penalty: 2627.512207
	Iteration 0F: 2 clusters Score -6960410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6933926.500000 Penalty: 5255.024414
	Iteration 0F: 3 clusters Score -6933926 nChanged 18413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -6944188.000000 Penalty: 5255.024414
	Iteration 1F: 3 clusters Score -6944188 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -6945000.000000 Penalty: 5255.024414
	Iteration 2F: 3 clusters Score -6945000 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6945945.500000 Penalty: 5255.024414
	Iteration 3F: 3 clusters Score -6945946 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6947120.000000 Penalty: 5255.024414
	Iteration 4F: 3 clusters Score -6947120 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6948539.000000 Penalty: 5255.024414
	Iteration 5F: 3 clusters Score -6948539 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6950220.500000 Penalty: 5255.024414
	Iteration 6F: 3 clusters Score -6950220 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6951790.000000 Penalty: 5255.024414
	Iteration 7F: 3 clusters Score -6951790 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -6953148.000000 Penalty: 5255.024414
	Iteration 8F: 3 clusters Score -6953148 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -6954165.500000 Penalty: 5255.024414
	Iteration 9Q: 3 clusters Score -6954166 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -6954933.500000 Penalty: 5255.024414
	Iteration 10Q: 3 clusters Score -6954934 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -6955481.000000 Penalty: 5255.024414
	Iteration 11Q: 3 clusters Score -6955481 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -6955938.000000 Penalty: 5255.024414
	Iteration 12Q: 3 clusters Score -6955938 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6956265.500000 Penalty: 5255.024414
	Iteration 13Q: 3 clusters Score -6956266 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -6956498.500000 Penalty: 5255.024414
	Iteration 14Q: 3 clusters Score -6956498 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -6956775.500000 Penalty: 5255.024414
	Iteration 15Q: 3 clusters Score -6956776 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -6956981.000000 Penalty: 5255.024414
	Iteration 16Q: 3 clusters Score -6956981 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -6957183.000000 Penalty: 5255.024414
	Iteration 17Q: 3 clusters Score -6957183 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -6957398.500000 Penalty: 5255.024414
	Iteration 18Q: 3 clusters Score -6957398 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -6957639.500000 Penalty: 5255.024414
	Iteration 19Q: 3 clusters Score -6957640 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -6957868.000000 Penalty: 5255.024414
	Iteration 20F: 3 clusters Score -6957868 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6958073.000000 Penalty: 5255.024414
	Iteration 21Q: 3 clusters Score -6958073 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -6958247.500000 Penalty: 5255.024414
	Iteration 22Q: 3 clusters Score -6958248 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -6958391.000000 Penalty: 5255.024414
	Iteration 23Q: 3 clusters Score -6958391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6958504.000000 Penalty: 5255.024414
	Iteration 24Q: 3 clusters Score -6958504 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6958631.000000 Penalty: 5255.024414
	Iteration 25Q: 3 clusters Score -6958631 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -6958702.000000 Penalty: 5255.024414
	Iteration 26Q: 3 clusters Score -6958702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -6958740.000000 Penalty: 5255.024414
	Iteration 27Q: 3 clusters Score -6958740 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -6958785.000000 Penalty: 5255.024414
	Iteration 28Q: 3 clusters Score -6958785 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6958806.500000 Penalty: 5255.024414
	Iteration 29Q: 3 clusters Score -6958806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6958827.500000 Penalty: 5255.024414
	Iteration 30Q: 3 clusters Score -6958828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -6958844.500000 Penalty: 5255.024414
	Iteration 31Q: 3 clusters Score -6958844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -6958857.000000 Penalty: 5255.024414
	Iteration 32Q: 3 clusters Score -6958857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -6958845.500000 Penalty: 5255.024414
	Iteration 33Q: 3 clusters Score -6958846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6958879.000000 Penalty: 5255.024414
	Iteration 34Q: 3 clusters Score -6958879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -6958869.000000 Penalty: 5255.024414
	Iteration 35Q: 3 clusters Score -6958869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -6958865.000000 Penalty: 5255.024414
	Iteration 36Q: 3 clusters Score -6958865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -6958868.000000 Penalty: 5255.024414
	Iteration 37Q: 3 clusters Score -6958868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -6958872.500000 Penalty: 5255.024414
	Iteration 38Q: 3 clusters Score -6958872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -6958881.000000 Penalty: 5255.024414
	Iteration 39Q: 3 clusters Score -6958881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -6958892.500000 Penalty: 5255.024414
	Iteration 40F: 3 clusters Score -6958892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -6958912.500000 Penalty: 5255.024414
	Iteration 41Q: 3 clusters Score -6958912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -6958934.000000 Penalty: 5255.024414
	Iteration 42Q: 3 clusters Score -6958934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -6958926.500000 Penalty: 5255.024414
	Iteration 43Q: 3 clusters Score -6958926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6958922.500000 Penalty: 5255.024414
	Iteration 44Q: 3 clusters Score -6958922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6958915.500000 Penalty: 5255.024414
	Iteration 45Q: 3 clusters Score -6958916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -6958911.500000 Penalty: 5255.024414
	Iteration 46Q: 3 clusters Score -6958912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -6958930.000000 Penalty: 5255.024414
	Iteration 47Q: 3 clusters Score -6958930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6958936.500000 Penalty: 5255.024414
	Iteration 48Q: 3 clusters Score -6958936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -6958932.000000 Penalty: 5255.024414
	Iteration 49Q: 3 clusters Score -6958932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6958943.000000 Penalty: 5255.024414
	Iteration 50Q: 3 clusters Score -6958943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -6958939.500000 Penalty: 5255.024414
	Iteration 51Q: 3 clusters Score -6958940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -6958944.500000 Penalty: 5255.024414
	Iteration 52Q: 3 clusters Score -6958944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -6958955.500000 Penalty: 5255.024414
	Iteration 53Q: 3 clusters Score -6958956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -6958949.000000 Penalty: 5255.024414
	Iteration 54Q: 3 clusters Score -6958949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -6958958.000000 Penalty: 5255.024414
	Iteration 55Q: 3 clusters Score -6958958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6958954.500000 Penalty: 5255.024414
	Iteration 56Q: 3 clusters Score -6958954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -6958943.000000 Penalty: 5255.024414
	Iteration 57Q: 3 clusters Score -6958943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6958931.000000 Penalty: 5255.024414
	Iteration 58Q: 3 clusters Score -6958931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -6958933.500000 Penalty: 5255.024414
	Iteration 59Q: 3 clusters Score -6958934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6958937.500000 Penalty: 5255.024414
	Iteration 60F: 3 clusters Score -6958938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -6958937.500000 Penalty: 5255.024414
	Iteration 61Q: 3 clusters Score -6958938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -6958935.500000 Penalty: 5255.024414
	Iteration 62Q: 3 clusters Score -6958936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6958939.000000 Penalty: 5255.024414
	Iteration 63Q: 3 clusters Score -6958939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -6958947.000000 Penalty: 5255.024414
	Iteration 64Q: 3 clusters Score -6958947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6958939.000000 Penalty: 5255.024414
	Iteration 65Q: 3 clusters Score -6958939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -6958943.000000 Penalty: 5255.024414
	Iteration 66Q: 3 clusters Score -6958943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -6958945.500000 Penalty: 5255.024414
	Iteration 67Q: 3 clusters Score -6958946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -6958941.500000 Penalty: 5255.024414
	Iteration 68Q: 3 clusters Score -6958942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6958947.500000 Penalty: 5255.024414
	Iteration 69Q: 3 clusters Score -6958948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -6958957.000000 Penalty: 5255.024414
	Iteration 70Q: 3 clusters Score -6958957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -6958965.000000 Penalty: 5255.024414
	Iteration 71Q: 3 clusters Score -6958965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -6958959.500000 Penalty: 5255.024414
	Iteration 72Q: 3 clusters Score -6958960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -6958966.000000 Penalty: 5255.024414
	Iteration 73Q: 3 clusters Score -6958966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -6958968.000000 Penalty: 5255.024414
	Iteration 74Q: 3 clusters Score -6958968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6958971.500000 Penalty: 5255.024414
	Iteration 75Q: 3 clusters Score -6958972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -6958980.500000 Penalty: 5255.024414
	Iteration 76Q: 3 clusters Score -6958980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -6958973.000000 Penalty: 5255.024414
	Iteration 77Q: 3 clusters Score -6958973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -6958972.000000 Penalty: 5255.024414
	Iteration 78Q: 3 clusters Score -6958972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -6958967.000000 Penalty: 5255.024414
	Iteration 79Q: 3 clusters Score -6958967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6958967.000000 Penalty: 5255.024414
	Iteration 80F: 3 clusters Score -6958967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -6958957.000000 Penalty: 5255.024414
	Iteration 81Q: 3 clusters Score -6958957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6958959.000000 Penalty: 5255.024414
	Iteration 82Q: 3 clusters Score -6958959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6958959.500000 Penalty: 5255.024414
	Iteration 83Q: 3 clusters Score -6958960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6958951.000000 Penalty: 5255.024414
	Iteration 84Q: 3 clusters Score -6958951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -6958961.000000 Penalty: 5255.024414
	Iteration 85Q: 3 clusters Score -6958961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6958962.500000 Penalty: 5255.024414
	Iteration 86Q: 3 clusters Score -6958962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6958959.000000 Penalty: 5255.024414
	Iteration 87Q: 3 clusters Score -6958959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -6958964.500000 Penalty: 5255.024414
	Iteration 88Q: 3 clusters Score -6958964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -6958969.500000 Penalty: 5255.024414
	Iteration 89Q: 3 clusters Score -6958970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -6958959.000000 Penalty: 5255.024414
	Iteration 90Q: 3 clusters Score -6958959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -6958964.500000 Penalty: 5255.024414
	Iteration 91Q: 3 clusters Score -6958964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -6958961.000000 Penalty: 5255.024414
	Iteration 92Q: 3 clusters Score -6958961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -6958964.000000 Penalty: 5255.024414
	Iteration 93Q: 3 clusters Score -6958964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -6958960.000000 Penalty: 5255.024414
	Iteration 94Q: 3 clusters Score -6958960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6958965.000000 Penalty: 5255.024414
	Iteration 95Q: 3 clusters Score -6958965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6958956.000000 Penalty: 5255.024414
	Iteration 96Q: 3 clusters Score -6958956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -6958956.000000 Penalty: 5255.024414
	Iteration 97Q: 3 clusters Score -6958956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6958961.000000 Penalty: 5255.024414
	Iteration 98Q: 3 clusters Score -6958961 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -6958965.000000 Penalty: 5255.024414
	Iteration 99Q: 3 clusters Score -6958965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -6958971.000000 Penalty: 5255.024414
	Iteration 100F: 3 clusters Score -6958971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -6958947.500000 Penalty: 5255.024414
	Iteration 101Q: 3 clusters Score -6958948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6958962.500000 Penalty: 5255.024414
	Iteration 102Q: 3 clusters Score -6958962 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -6958960.500000 Penalty: 5255.024414
	Iteration 103Q: 3 clusters Score -6958960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -6958972.000000 Penalty: 5255.024414
	Iteration 104Q: 3 clusters Score -6958972 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6958965.000000 Penalty: 5255.024414
	Iteration 105Q: 3 clusters Score -6958965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6958954.500000 Penalty: 5255.024414
	Iteration 106Q: 3 clusters Score -6958954 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -6958962.000000 Penalty: 5255.024414
	Iteration 107Q: 3 clusters Score -6958962 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6958962.000000 Penalty: 5255.024414
	Iteration 108Q: 3 clusters Score -6958962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -6958963.500000 Penalty: 5255.024414
	Iteration 109Q: 3 clusters Score -6958964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -6958953.000000 Penalty: 5255.024414
	Iteration 110Q: 3 clusters Score -6958953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -6958952.500000 Penalty: 5255.024414
	Iteration 111Q: 3 clusters Score -6958952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -6958957.000000 Penalty: 5255.024414
	Iteration 112Q: 3 clusters Score -6958957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6958957.000000 Penalty: 5255.024414
	Iteration 113Q: 3 clusters Score -6958957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6958957.000000 Penalty: 5255.024414
	Iteration 114F: 3 clusters Score -6958957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -1523645.125000 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -1523645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1516851.875000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -1516852 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1518710.875000 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -1518711 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1518925.000000 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -1518925 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1519086.000000 Penalty: 4494.097168
	Iteration 3Q: 3 clusters Score -1519086 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1519239.625000 Penalty: 4494.097168
	Iteration 4Q: 3 clusters Score -1519240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1519393.875000 Penalty: 4494.097168
	Iteration 5Q: 3 clusters Score -1519394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1519517.875000 Penalty: 4494.097168
	Iteration 6Q: 3 clusters Score -1519518 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1519645.500000 Penalty: 4494.097168
	Iteration 7Q: 3 clusters Score -1519646 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1519770.625000 Penalty: 4494.097168
	Iteration 8Q: 3 clusters Score -1519771 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1519905.750000 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -1519906 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1520064.625000 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -1520065 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1520257.125000 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -1520257 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1520491.625000 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -1520492 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1520721.625000 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -1520722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1520959.125000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -1520959 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1521177.625000 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -1521178 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1521376.750000 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -1521377 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1521527.875000 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -1521528 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1521631.625000 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -1521632 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1521710.375000 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -1521710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1521772.000000 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -1521772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1521817.125000 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -1521817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1521851.000000 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -1521851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1521877.125000 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -1521877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1521892.000000 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -1521892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1521904.625000 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -1521905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1521929.125000 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -1521929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1521944.000000 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -1521944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1521958.625000 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -1521959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1521969.875000 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -1521970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1521976.125000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -1521976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1521988.375000 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -1521988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1521995.000000 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -1521995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1521995.250000 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -1521995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1521997.875000 Penalty: 4494.097168
	Iteration 34Q: 3 clusters Score -1521998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1521999.625000 Penalty: 4494.097168
	Iteration 35Q: 3 clusters Score -1522000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1522004.250000 Penalty: 4494.097168
	Iteration 36Q: 3 clusters Score -1522004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1522008.625000 Penalty: 4494.097168
	Iteration 37Q: 3 clusters Score -1522009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1522008.875000 Penalty: 4494.097168
	Iteration 38Q: 3 clusters Score -1522009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1522012.875000 Penalty: 4494.097168
	Iteration 39Q: 3 clusters Score -1522013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1522014.625000 Penalty: 4494.097168
	Iteration 40F: 3 clusters Score -1522015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1522017.750000 Penalty: 4494.097168
	Iteration 41Q: 3 clusters Score -1522018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1522013.250000 Penalty: 4494.097168
	Iteration 42Q: 3 clusters Score -1522013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1522014.250000 Penalty: 4494.097168
	Iteration 43Q: 3 clusters Score -1522014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1522014.250000 Penalty: 4494.097168
	Iteration 44F: 3 clusters Score -1522014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -727071.625000 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -727071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -722948.437500 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -722948.4 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -723912.687500 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -723912.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -724166.812500 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -724166.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -724352.125000 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -724352.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -724500.187500 Penalty: 4151.332031
	Iteration 4F: 3 clusters Score -724500.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -724589.000000 Penalty: 4151.332031
	Iteration 5Q: 3 clusters Score -724589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -724671.062500 Penalty: 4151.332031
	Iteration 6Q: 3 clusters Score -724671.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -724757.437500 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -724757.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -724843.812500 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -724843.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -724908.687500 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -724908.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -724958.937500 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -724958.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -724995.375000 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -724995.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -725025.375000 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -725025.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -725061.187500 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -725061.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -725095.187500 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -725095.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -725124.937500 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -725124.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -725149.000000 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -725149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -725163.937500 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -725163.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -725183.562500 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -725183.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -725202.687500 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -725202.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -725221.375000 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -725221.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -725241.187500 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -725241.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -725259.312500 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -725259.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -725273.437500 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -725273.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -725291.375000 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -725291.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -725311.812500 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -725311.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -725337.562500 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -725337.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -725365.625000 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -725365.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -725398.437500 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -725398.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -725427.500000 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -725427.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -725449.000000 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -725449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -725478.062500 Penalty: 4151.332031
	Iteration 31Q: 3 clusters Score -725478.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -725501.187500 Penalty: 4151.332031
	Iteration 32Q: 3 clusters Score -725501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -725531.312500 Penalty: 4151.332031
	Iteration 33Q: 3 clusters Score -725531.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -725566.812500 Penalty: 4151.332031
	Iteration 34Q: 3 clusters Score -725566.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -725612.750000 Penalty: 4151.332031
	Iteration 35Q: 3 clusters Score -725612.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -725657.250000 Penalty: 4151.332031
	Iteration 36Q: 3 clusters Score -725657.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -725699.812500 Penalty: 4151.332031
	Iteration 37Q: 3 clusters Score -725699.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -725748.875000 Penalty: 4151.332031
	Iteration 38Q: 3 clusters Score -725748.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -725804.687500 Penalty: 4151.332031
	Iteration 39Q: 3 clusters Score -725804.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -725880.312500 Penalty: 4151.332031
	Iteration 40F: 3 clusters Score -725880.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -725932.937500 Penalty: 4151.332031
	Iteration 41Q: 3 clusters Score -725932.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -725988.750000 Penalty: 4151.332031
	Iteration 42Q: 3 clusters Score -725988.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -726030.937500 Penalty: 4151.332031
	Iteration 43Q: 3 clusters Score -726030.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -726060.312500 Penalty: 4151.332031
	Iteration 44Q: 3 clusters Score -726060.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -726095.937500 Penalty: 4151.332031
	Iteration 45Q: 3 clusters Score -726095.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -726128.000000 Penalty: 4151.332031
	Iteration 46Q: 3 clusters Score -726128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -726183.125000 Penalty: 4151.332031
	Iteration 47Q: 3 clusters Score -726183.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -726257.875000 Penalty: 4151.332031
	Iteration 48Q: 3 clusters Score -726257.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -726338.437500 Penalty: 4151.332031
	Iteration 49Q: 3 clusters Score -726338.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -726427.750000 Penalty: 4151.332031
	Iteration 50Q: 3 clusters Score -726427.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -726497.250000 Penalty: 4151.332031
	Iteration 51Q: 3 clusters Score -726497.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -726549.250000 Penalty: 4151.332031
	Iteration 52Q: 3 clusters Score -726549.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -726583.937500 Penalty: 4151.332031
	Iteration 53Q: 3 clusters Score -726583.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -726603.312500 Penalty: 4151.332031
	Iteration 54Q: 3 clusters Score -726603.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -726623.875000 Penalty: 4151.332031
	Iteration 55Q: 3 clusters Score -726623.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -726637.562500 Penalty: 4151.332031
	Iteration 56Q: 3 clusters Score -726637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -726650.125000 Penalty: 4151.332031
	Iteration 57Q: 3 clusters Score -726650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -726653.937500 Penalty: 4151.332031
	Iteration 58Q: 3 clusters Score -726653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -726664.062500 Penalty: 4151.332031
	Iteration 59Q: 3 clusters Score -726664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -726672.500000 Penalty: 4151.332031
	Iteration 60F: 3 clusters Score -726672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -726679.875000 Penalty: 4151.332031
	Iteration 61Q: 3 clusters Score -726679.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -726684.437500 Penalty: 4151.332031
	Iteration 62Q: 3 clusters Score -726684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -726689.437500 Penalty: 4151.332031
	Iteration 63Q: 3 clusters Score -726689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -726690.812500 Penalty: 4151.332031
	Iteration 64Q: 3 clusters Score -726690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -726692.250000 Penalty: 4151.332031
	Iteration 65Q: 3 clusters Score -726692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -726692.937500 Penalty: 4151.332031
	Iteration 66Q: 3 clusters Score -726692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -726692.937500 Penalty: 4151.332031
	Iteration 67F: 3 clusters Score -726692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -2425247.250000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -2425247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2415219.250000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -2415219 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2418365.750000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -2418366 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2418816.000000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -2418816 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2419249.500000 Penalty: 4724.330078
	Iteration 3F: 3 clusters Score -2419250 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2419729.500000 Penalty: 4724.330078
	Iteration 4F: 3 clusters Score -2419730 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2420365.750000 Penalty: 4724.330078
	Iteration 5F: 3 clusters Score -2420366 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2421005.750000 Penalty: 4724.330078
	Iteration 6F: 3 clusters Score -2421006 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2421639.500000 Penalty: 4724.330078
	Iteration 7F: 3 clusters Score -2421640 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2422114.250000 Penalty: 4724.330078
	Iteration 8F: 3 clusters Score -2422114 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2422460.000000 Penalty: 4724.330078
	Iteration 9Q: 3 clusters Score -2422460 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2422697.000000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -2422697 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2422875.000000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -2422875 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2422989.000000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -2422989 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2423098.500000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -2423098 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2423180.000000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -2423180 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2423268.250000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -2423268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2423345.750000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -2423346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2423455.250000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -2423455 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2423610.000000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -2423610 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2423744.500000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -2423744 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2423866.750000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -2423867 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2423967.500000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -2423968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2424015.500000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -2424016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2424048.000000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -2424048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2424081.500000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -2424082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2424103.250000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -2424103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2424127.000000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -2424127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2424152.250000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -2424152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2424174.750000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -2424175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2424188.750000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -2424189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2424202.000000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -2424202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2424217.250000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -2424217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2424232.250000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -2424232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2424254.250000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -2424254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2424269.000000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -2424269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2424271.500000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -2424272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2424281.000000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -2424281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2424284.250000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -2424284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2424291.000000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -2424291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2424298.500000 Penalty: 4724.330078
	Iteration 39Q: 3 clusters Score -2424298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2424295.500000 Penalty: 4724.330078
	Iteration 40F: 3 clusters Score -2424296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2424298.750000 Penalty: 4724.330078
	Iteration 41Q: 3 clusters Score -2424299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2424302.250000 Penalty: 4724.330078
	Iteration 42Q: 3 clusters Score -2424302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2424305.750000 Penalty: 4724.330078
	Iteration 43Q: 3 clusters Score -2424306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2424309.500000 Penalty: 4724.330078
	Iteration 44Q: 3 clusters Score -2424310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2424319.000000 Penalty: 4724.330078
	Iteration 45Q: 3 clusters Score -2424319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2424319.250000 Penalty: 4724.330078
	Iteration 46Q: 3 clusters Score -2424319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2424320.750000 Penalty: 4724.330078
	Iteration 47Q: 3 clusters Score -2424321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2424323.000000 Penalty: 4724.330078
	Iteration 48Q: 3 clusters Score -2424323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2424319.250000 Penalty: 4724.330078
	Iteration 49Q: 3 clusters Score -2424319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2424319.000000 Penalty: 4724.330078
	Iteration 50Q: 3 clusters Score -2424319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2424318.750000 Penalty: 4724.330078
	Iteration 51Q: 3 clusters Score -2424319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2424322.250000 Penalty: 4724.330078
	Iteration 52Q: 3 clusters Score -2424322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2424323.250000 Penalty: 4724.330078
	Iteration 53Q: 3 clusters Score -2424323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2424322.000000 Penalty: 4724.330078
	Iteration 54Q: 3 clusters Score -2424322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2424322.000000 Penalty: 4724.330078
	Iteration 55F: 3 clusters Score -2424322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18371.203125 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -18371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17132.244141 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -17132.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17327.482422 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -17327.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17402.669922 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -17402.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17433.218750 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -17433.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17443.472656 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -17443.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17445.539062 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -17445.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17456.792969 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -17456.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17470.457031 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -17470.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17496.060547 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -17496.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17507.208984 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -17507.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17519.492188 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -17519.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17528.201172 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -17528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17541.667969 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -17541.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17547.949219 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -17547.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17551.281250 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -17551.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17554.712891 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -17554.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17562.898438 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -17562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17580.175781 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -17580.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17580.175781 Penalty: 2879.346924
	Iteration 18F: 3 clusters Score -17580.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -23907.822266 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -23907.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22874.933594 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -22874.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23073.392578 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23073.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23239.673828 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -23239.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23262.304688 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23262.304688 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -23262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Entering Unmasked Estep 
Score: -618372.625000 Penalty: 2023.808594
	Iteration 0F: 2 clusters Score -618372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -614860.375000 Penalty: 4047.617188
	Iteration 0F: 3 clusters Score -614860.4 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -615676.187500 Penalty: 4047.617188
	Iteration 1F: 3 clusters Score -615676.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -615944.437500 Penalty: 4047.617188
	Iteration 2F: 3 clusters Score -615944.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -616203.312500 Penalty: 4047.617188
	Iteration 3F: 3 clusters Score -616203.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -616413.687500 Penalty: 4047.617188
	Iteration 4F: 3 clusters Score -616413.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -616583.250000 Penalty: 4047.617188
	Iteration 5Q: 3 clusters Score -616583.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -616738.875000 Penalty: 4047.617188
	Iteration 6Q: 3 clusters Score -616738.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -616860.250000 Penalty: 4047.617188
	Iteration 7Q: 3 clusters Score -616860.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -616934.312500 Penalty: 4047.617188
	Iteration 8Q: 3 clusters Score -616934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -617000.687500 Penalty: 4047.617188
	Iteration 9Q: 3 clusters Score -617000.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -617039.437500 Penalty: 4047.617188
	Iteration 10Q: 3 clusters Score -617039.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -617061.812500 Penalty: 4047.617188
	Iteration 11Q: 3 clusters Score -617061.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -617078.000000 Penalty: 4047.617188
	Iteration 12Q: 3 clusters Score -617078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -617090.187500 Penalty: 4047.617188
	Iteration 13Q: 3 clusters Score -617090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -617101.312500 Penalty: 4047.617188
	Iteration 14Q: 3 clusters Score -617101.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -617110.437500 Penalty: 4047.617188
	Iteration 15Q: 3 clusters Score -617110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -617113.125000 Penalty: 4047.617188
	Iteration 16Q: 3 clusters Score -617113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -617116.187500 Penalty: 4047.617188
	Iteration 17Q: 3 clusters Score -617116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -617120.250000 Penalty: 4047.617188
	Iteration 18Q: 3 clusters Score -617120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -617124.062500 Penalty: 4047.617188
	Iteration 19Q: 3 clusters Score -617124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -617124.187500 Penalty: 4047.617188
	Iteration 20F: 3 clusters Score -617124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -617123.625000 Penalty: 4047.617188
	Iteration 21Q: 3 clusters Score -617123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -617126.562500 Penalty: 4047.617188
	Iteration 22Q: 3 clusters Score -617126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -617133.500000 Penalty: 4047.617188
	Iteration 23Q: 3 clusters Score -617133.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -617138.562500 Penalty: 4047.617188
	Iteration 24Q: 3 clusters Score -617138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -617142.000000 Penalty: 4047.617188
	Iteration 25Q: 3 clusters Score -617142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -617144.062500 Penalty: 4047.617188
	Iteration 26Q: 3 clusters Score -617144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -617146.000000 Penalty: 4047.617188
	Iteration 27Q: 3 clusters Score -617146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -617147.062500 Penalty: 4047.617188
	Iteration 28Q: 3 clusters Score -617147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -617150.750000 Penalty: 4047.617188
	Iteration 29Q: 3 clusters Score -617150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -617152.812500 Penalty: 4047.617188
	Iteration 30Q: 3 clusters Score -617152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -617154.750000 Penalty: 4047.617188
	Iteration 31Q: 3 clusters Score -617154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -617155.937500 Penalty: 4047.617188
	Iteration 32Q: 3 clusters Score -617155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -617156.312500 Penalty: 4047.617188
	Iteration 33Q: 3 clusters Score -617156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -617157.000000 Penalty: 4047.617188
	Iteration 34Q: 3 clusters Score -617157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -617158.187500 Penalty: 4047.617188
	Iteration 35Q: 3 clusters Score -617158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -617158.187500 Penalty: 4047.617188
	Iteration 36F: 3 clusters Score -617158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -346766.750000 Penalty: 1889.934814
	Iteration 0F: 2 clusters Score -346766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -344160.343750 Penalty: 3779.869629
	Iteration 0F: 3 clusters Score -344160.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -344674.593750 Penalty: 3779.869629
	Iteration 1F: 3 clusters Score -344674.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -344794.062500 Penalty: 3779.869629
	Iteration 2F: 3 clusters Score -344794.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -344878.937500 Penalty: 3779.869629
	Iteration 3Q: 3 clusters Score -344878.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -344934.437500 Penalty: 3779.869629
	Iteration 4Q: 3 clusters Score -344934.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -344963.156250 Penalty: 3779.869629
	Iteration 5Q: 3 clusters Score -344963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -344974.937500 Penalty: 3779.869629
	Iteration 6Q: 3 clusters Score -344974.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -344988.093750 Penalty: 3779.869629
	Iteration 7Q: 3 clusters Score -344988.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -345004.437500 Penalty: 3779.869629
	Iteration 8Q: 3 clusters Score -345004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -345013.906250 Penalty: 3779.869629
	Iteration 9Q: 3 clusters Score -345013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -345022.812500 Penalty: 3779.869629
	Iteration 10Q: 3 clusters Score -345022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -345028.812500 Penalty: 3779.869629
	Iteration 11Q: 3 clusters Score -345028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -345035.875000 Penalty: 3779.869629
	Iteration 12Q: 3 clusters Score -345035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -345041.500000 Penalty: 3779.869629
	Iteration 13Q: 3 clusters Score -345041.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -345048.750000 Penalty: 3779.869629
	Iteration 14Q: 3 clusters Score -345048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -345057.062500 Penalty: 3779.869629
	Iteration 15Q: 3 clusters Score -345057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -345062.500000 Penalty: 3779.869629
	Iteration 16Q: 3 clusters Score -345062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -345065.656250 Penalty: 3779.869629
	Iteration 17Q: 3 clusters Score -345065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -345066.968750 Penalty: 3779.869629
	Iteration 18Q: 3 clusters Score -345067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -345067.906250 Penalty: 3779.869629
	Iteration 19Q: 3 clusters Score -345067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -345069.093750 Penalty: 3779.869629
	Iteration 20F: 3 clusters Score -345069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -345069.843750 Penalty: 3779.869629
	Iteration 21Q: 3 clusters Score -345069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345070.656250 Penalty: 3779.869629
	Iteration 22Q: 3 clusters Score -345070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -345070.656250 Penalty: 3779.869629
	Iteration 23F: 3 clusters Score -345070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (35884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Entering Unmasked Estep 
Score: -6509952.000000 Penalty: 2601.035645
	Iteration 0F: 2 clusters Score -6509952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6486588.500000 Penalty: 5202.071289
	Iteration 0F: 3 clusters Score -6486588 nChanged 16272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -6495258.000000 Penalty: 5202.071289
	Iteration 1F: 3 clusters Score -6495258 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -6495660.500000 Penalty: 5202.071289
	Iteration 2Q: 3 clusters Score -6495660 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -6496091.500000 Penalty: 5202.071289
	Iteration 3Q: 3 clusters Score -6496092 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6496410.000000 Penalty: 5202.071289
	Iteration 4Q: 3 clusters Score -6496410 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -6496813.000000 Penalty: 5202.071289
	Iteration 5Q: 3 clusters Score -6496813 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -6497202.500000 Penalty: 5202.071289
	Iteration 6Q: 3 clusters Score -6497202 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -6497826.500000 Penalty: 5202.071289
	Iteration 7Q: 3 clusters Score -6497826 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -6498818.000000 Penalty: 5202.071289
	Iteration 8Q: 3 clusters Score -6498818 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6500215.500000 Penalty: 5202.071289
	Iteration 9F: 3 clusters Score -6500216 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6502158.500000 Penalty: 5202.071289
	Iteration 10F: 3 clusters Score -6502158 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6504113.000000 Penalty: 5202.071289
	Iteration 11F: 3 clusters Score -6504113 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6505794.500000 Penalty: 5202.071289
	Iteration 12F: 3 clusters Score -6505794 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6506836.000000 Penalty: 5202.071289
	Iteration 13Q: 3 clusters Score -6506836 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6507265.500000 Penalty: 5202.071289
	Iteration 14Q: 3 clusters Score -6507266 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6507475.500000 Penalty: 5202.071289
	Iteration 15Q: 3 clusters Score -6507476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6507581.500000 Penalty: 5202.071289
	Iteration 16Q: 3 clusters Score -6507582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6507659.000000 Penalty: 5202.071289
	Iteration 17Q: 3 clusters Score -6507659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6507691.000000 Penalty: 5202.071289
	Iteration 18Q: 3 clusters Score -6507691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6507695.500000 Penalty: 5202.071289
	Iteration 19Q: 3 clusters Score -6507696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6507722.000000 Penalty: 5202.071289
	Iteration 20F: 3 clusters Score -6507722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6507725.500000 Penalty: 5202.071289
	Iteration 21Q: 3 clusters Score -6507726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6507720.500000 Penalty: 5202.071289
	Iteration 22Q: 3 clusters Score -6507720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6507726.000000 Penalty: 5202.071289
	Iteration 23Q: 3 clusters Score -6507726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6507724.500000 Penalty: 5202.071289
	Iteration 24Q: 3 clusters Score -6507724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6507722.500000 Penalty: 5202.071289
	Iteration 25Q: 3 clusters Score -6507722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6507729.000000 Penalty: 5202.071289
	Iteration 26Q: 3 clusters Score -6507729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6507728.500000 Penalty: 5202.071289
	Iteration 27Q: 3 clusters Score -6507728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6507732.000000 Penalty: 5202.071289
	Iteration 28Q: 3 clusters Score -6507732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6507726.500000 Penalty: 5202.071289
	Iteration 29Q: 3 clusters Score -6507726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6507726.500000 Penalty: 5202.071289
	Iteration 30F: 3 clusters Score -6507726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (33818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Entering Unmasked Estep 
Score: -6018989.500000 Penalty: 2586.329590
	Iteration 0F: 2 clusters Score -6018990 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 16867 members 
Entering Unmasked Estep 
Score: -5996016.500000 Penalty: 5172.659180
	Iteration 0F: 3 clusters Score -5996016 nChanged 15337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -6004418.500000 Penalty: 5172.659180
	Iteration 1F: 3 clusters Score -6004418 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -6005010.500000 Penalty: 5172.659180
	Iteration 2F: 3 clusters Score -6005010 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -6005623.500000 Penalty: 5172.659180
	Iteration 3Q: 3 clusters Score -6005624 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6006350.000000 Penalty: 5172.659180
	Iteration 4Q: 3 clusters Score -6006350 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6007289.500000 Penalty: 5172.659180
	Iteration 5F: 3 clusters Score -6007290 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -6008466.500000 Penalty: 5172.659180
	Iteration 6F: 3 clusters Score -6008466 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -6009473.000000 Penalty: 5172.659180
	Iteration 7F: 3 clusters Score -6009473 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6010392.000000 Penalty: 5172.659180
	Iteration 8F: 3 clusters Score -6010392 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -6011126.500000 Penalty: 5172.659180
	Iteration 9Q: 3 clusters Score -6011126 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -6011718.000000 Penalty: 5172.659180
	Iteration 10Q: 3 clusters Score -6011718 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6012259.000000 Penalty: 5172.659180
	Iteration 11Q: 3 clusters Score -6012259 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6012725.000000 Penalty: 5172.659180
	Iteration 12Q: 3 clusters Score -6012725 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6013163.500000 Penalty: 5172.659180
	Iteration 13Q: 3 clusters Score -6013164 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -6013605.500000 Penalty: 5172.659180
	Iteration 14Q: 3 clusters Score -6013606 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6014050.500000 Penalty: 5172.659180
	Iteration 15Q: 3 clusters Score -6014050 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6014537.500000 Penalty: 5172.659180
	Iteration 16Q: 3 clusters Score -6014538 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6014969.500000 Penalty: 5172.659180
	Iteration 17Q: 3 clusters Score -6014970 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6015335.500000 Penalty: 5172.659180
	Iteration 18Q: 3 clusters Score -6015336 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6015721.500000 Penalty: 5172.659180
	Iteration 19Q: 3 clusters Score -6015722 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6016003.000000 Penalty: 5172.659180
	Iteration 20F: 3 clusters Score -6016003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6016186.500000 Penalty: 5172.659180
	Iteration 21Q: 3 clusters Score -6016186 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6016311.000000 Penalty: 5172.659180
	Iteration 22Q: 3 clusters Score -6016311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6016439.500000 Penalty: 5172.659180
	Iteration 23Q: 3 clusters Score -6016440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6016518.500000 Penalty: 5172.659180
	Iteration 24Q: 3 clusters Score -6016518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6016561.500000 Penalty: 5172.659180
	Iteration 25Q: 3 clusters Score -6016562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6016609.000000 Penalty: 5172.659180
	Iteration 26Q: 3 clusters Score -6016609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6016628.000000 Penalty: 5172.659180
	Iteration 27Q: 3 clusters Score -6016628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6016651.000000 Penalty: 5172.659180
	Iteration 28Q: 3 clusters Score -6016651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6016673.500000 Penalty: 5172.659180
	Iteration 29Q: 3 clusters Score -6016674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6016675.000000 Penalty: 5172.659180
	Iteration 30Q: 3 clusters Score -6016675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6016694.500000 Penalty: 5172.659180
	Iteration 31Q: 3 clusters Score -6016694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6016701.000000 Penalty: 5172.659180
	Iteration 32Q: 3 clusters Score -6016701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6016711.500000 Penalty: 5172.659180
	Iteration 33Q: 3 clusters Score -6016712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6016713.500000 Penalty: 5172.659180
	Iteration 34Q: 3 clusters Score -6016714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6016723.500000 Penalty: 5172.659180
	Iteration 35Q: 3 clusters Score -6016724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6016733.500000 Penalty: 5172.659180
	Iteration 36Q: 3 clusters Score -6016734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6016728.000000 Penalty: 5172.659180
	Iteration 37Q: 3 clusters Score -6016728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6016738.000000 Penalty: 5172.659180
	Iteration 38Q: 3 clusters Score -6016738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6016745.500000 Penalty: 5172.659180
	Iteration 39Q: 3 clusters Score -6016746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6016740.000000 Penalty: 5172.659180
	Iteration 40F: 3 clusters Score -6016740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6016748.500000 Penalty: 5172.659180
	Iteration 41Q: 3 clusters Score -6016748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6016747.000000 Penalty: 5172.659180
	Iteration 42Q: 3 clusters Score -6016747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6016752.000000 Penalty: 5172.659180
	Iteration 43Q: 3 clusters Score -6016752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6016752.000000 Penalty: 5172.659180
	Iteration 44F: 3 clusters Score -6016752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -1348825.125000 Penalty: 2223.022461
	Iteration 0F: 2 clusters Score -1348825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1342547.875000 Penalty: 4446.044922
	Iteration 0F: 3 clusters Score -1342548 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1344378.250000 Penalty: 4446.044922
	Iteration 1F: 3 clusters Score -1344378 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1344769.125000 Penalty: 4446.044922
	Iteration 2F: 3 clusters Score -1344769 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1345181.625000 Penalty: 4446.044922
	Iteration 3F: 3 clusters Score -1345182 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1345605.000000 Penalty: 4446.044922
	Iteration 4F: 3 clusters Score -1345605 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1346004.500000 Penalty: 4446.044922
	Iteration 5F: 3 clusters Score -1346004 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1346351.500000 Penalty: 4446.044922
	Iteration 6F: 3 clusters Score -1346352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1346620.125000 Penalty: 4446.044922
	Iteration 7Q: 3 clusters Score -1346620 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1346818.625000 Penalty: 4446.044922
	Iteration 8Q: 3 clusters Score -1346819 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1346944.500000 Penalty: 4446.044922
	Iteration 9Q: 3 clusters Score -1346944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1347013.875000 Penalty: 4446.044922
	Iteration 10Q: 3 clusters Score -1347014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1347054.500000 Penalty: 4446.044922
	Iteration 11Q: 3 clusters Score -1347054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1347074.875000 Penalty: 4446.044922
	Iteration 12Q: 3 clusters Score -1347075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1347090.875000 Penalty: 4446.044922
	Iteration 13Q: 3 clusters Score -1347091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1347103.375000 Penalty: 4446.044922
	Iteration 14Q: 3 clusters Score -1347103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1347108.625000 Penalty: 4446.044922
	Iteration 15Q: 3 clusters Score -1347109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1347114.375000 Penalty: 4446.044922
	Iteration 16Q: 3 clusters Score -1347114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1347117.125000 Penalty: 4446.044922
	Iteration 17Q: 3 clusters Score -1347117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1347120.500000 Penalty: 4446.044922
	Iteration 18Q: 3 clusters Score -1347120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1347123.250000 Penalty: 4446.044922
	Iteration 19Q: 3 clusters Score -1347123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1347126.375000 Penalty: 4446.044922
	Iteration 20F: 3 clusters Score -1347126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1347126.875000 Penalty: 4446.044922
	Iteration 21Q: 3 clusters Score -1347127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1347129.875000 Penalty: 4446.044922
	Iteration 22Q: 3 clusters Score -1347130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1347131.250000 Penalty: 4446.044922
	Iteration 23Q: 3 clusters Score -1347131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1347135.000000 Penalty: 4446.044922
	Iteration 24Q: 3 clusters Score -1347135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1347136.500000 Penalty: 4446.044922
	Iteration 25Q: 3 clusters Score -1347136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1347137.625000 Penalty: 4446.044922
	Iteration 26Q: 3 clusters Score -1347138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1347142.250000 Penalty: 4446.044922
	Iteration 27Q: 3 clusters Score -1347142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1347140.375000 Penalty: 4446.044922
	Iteration 28Q: 3 clusters Score -1347140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1347140.375000 Penalty: 4446.044922
	Iteration 29F: 3 clusters Score -1347140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -498718.593750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -498718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -495462.156250 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -495462.2 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -496141.406250 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -496141.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -496345.500000 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -496345.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -496473.031250 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -496473 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -496573.125000 Penalty: 3966.840820
	Iteration 4Q: 3 clusters Score -496573.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -496650.156250 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -496650.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -496727.812500 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -496727.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -496793.312500 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -496793.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -496852.250000 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -496852.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -496881.468750 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -496881.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -496911.312500 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -496911.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -496937.812500 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -496937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -496959.968750 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -496960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -496989.750000 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -496989.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -497013.312500 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -497013.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -497032.156250 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -497032.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -497043.375000 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -497043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -497051.343750 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -497051.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -497057.437500 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -497057.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -497067.937500 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -497067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -497075.250000 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -497075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -497080.218750 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -497080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -497087.531250 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -497087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -497094.250000 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -497094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -497098.843750 Penalty: 3966.840820
	Iteration 24Q: 3 clusters Score -497098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -497105.031250 Penalty: 3966.840820
	Iteration 25Q: 3 clusters Score -497105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -497110.250000 Penalty: 3966.840820
	Iteration 26Q: 3 clusters Score -497110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -497116.718750 Penalty: 3966.840820
	Iteration 27Q: 3 clusters Score -497116.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -497125.531250 Penalty: 3966.840820
	Iteration 28Q: 3 clusters Score -497125.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -497130.906250 Penalty: 3966.840820
	Iteration 29Q: 3 clusters Score -497130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -497132.156250 Penalty: 3966.840820
	Iteration 30Q: 3 clusters Score -497132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -497135.781250 Penalty: 3966.840820
	Iteration 31Q: 3 clusters Score -497135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -497138.968750 Penalty: 3966.840820
	Iteration 32Q: 3 clusters Score -497139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -497141.687500 Penalty: 3966.840820
	Iteration 33Q: 3 clusters Score -497141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -497145.218750 Penalty: 3966.840820
	Iteration 34Q: 3 clusters Score -497145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -497148.343750 Penalty: 3966.840820
	Iteration 35Q: 3 clusters Score -497148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -497150.437500 Penalty: 3966.840820
	Iteration 36Q: 3 clusters Score -497150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -497152.468750 Penalty: 3966.840820
	Iteration 37Q: 3 clusters Score -497152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -497154.437500 Penalty: 3966.840820
	Iteration 38Q: 3 clusters Score -497154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -497157.250000 Penalty: 3966.840820
	Iteration 39Q: 3 clusters Score -497157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -497158.812500 Penalty: 3966.840820
	Iteration 40F: 3 clusters Score -497158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -497160.343750 Penalty: 3966.840820
	Iteration 41Q: 3 clusters Score -497160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -497161.781250 Penalty: 3966.840820
	Iteration 42Q: 3 clusters Score -497161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -497162.968750 Penalty: 3966.840820
	Iteration 43Q: 3 clusters Score -497163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -497164.750000 Penalty: 3966.840820
	Iteration 44Q: 3 clusters Score -497164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -497165.531250 Penalty: 3966.840820
	Iteration 45Q: 3 clusters Score -497165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -497169.968750 Penalty: 3966.840820
	Iteration 46Q: 3 clusters Score -497170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -497173.093750 Penalty: 3966.840820
	Iteration 47Q: 3 clusters Score -497173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -497174.406250 Penalty: 3966.840820
	Iteration 48Q: 3 clusters Score -497174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -497179.187500 Penalty: 3966.840820
	Iteration 49Q: 3 clusters Score -497179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -497183.062500 Penalty: 3966.840820
	Iteration 50Q: 3 clusters Score -497183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -497187.937500 Penalty: 3966.840820
	Iteration 51Q: 3 clusters Score -497187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -497193.625000 Penalty: 3966.840820
	Iteration 52Q: 3 clusters Score -497193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -497199.500000 Penalty: 3966.840820
	Iteration 53Q: 3 clusters Score -497199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -497201.968750 Penalty: 3966.840820
	Iteration 54Q: 3 clusters Score -497202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -497207.812500 Penalty: 3966.840820
	Iteration 55Q: 3 clusters Score -497207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -497210.093750 Penalty: 3966.840820
	Iteration 56Q: 3 clusters Score -497210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -497212.718750 Penalty: 3966.840820
	Iteration 57Q: 3 clusters Score -497212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -497214.750000 Penalty: 3966.840820
	Iteration 58Q: 3 clusters Score -497214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -497218.218750 Penalty: 3966.840820
	Iteration 59Q: 3 clusters Score -497218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -497221.218750 Penalty: 3966.840820
	Iteration 60F: 3 clusters Score -497221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -497227.843750 Penalty: 3966.840820
	Iteration 61Q: 3 clusters Score -497227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -497232.531250 Penalty: 3966.840820
	Iteration 62Q: 3 clusters Score -497232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -497238.562500 Penalty: 3966.840820
	Iteration 63Q: 3 clusters Score -497238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -497244.562500 Penalty: 3966.840820
	Iteration 64Q: 3 clusters Score -497244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -497246.656250 Penalty: 3966.840820
	Iteration 65Q: 3 clusters Score -497246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497247.718750 Penalty: 3966.840820
	Iteration 66Q: 3 clusters Score -497247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497252.093750 Penalty: 3966.840820
	Iteration 67Q: 3 clusters Score -497252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -497254.937500 Penalty: 3966.840820
	Iteration 68Q: 3 clusters Score -497254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -497257.750000 Penalty: 3966.840820
	Iteration 69Q: 3 clusters Score -497257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -497260.750000 Penalty: 3966.840820
	Iteration 70Q: 3 clusters Score -497260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -497263.562500 Penalty: 3966.840820
	Iteration 71Q: 3 clusters Score -497263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -497264.937500 Penalty: 3966.840820
	Iteration 72Q: 3 clusters Score -497264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -497267.250000 Penalty: 3966.840820
	Iteration 73Q: 3 clusters Score -497267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -497267.843750 Penalty: 3966.840820
	Iteration 74Q: 3 clusters Score -497267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -497268.375000 Penalty: 3966.840820
	Iteration 75Q: 3 clusters Score -497268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -497269.031250 Penalty: 3966.840820
	Iteration 76Q: 3 clusters Score -497269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -497269.718750 Penalty: 3966.840820
	Iteration 77Q: 3 clusters Score -497269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -497270.375000 Penalty: 3966.840820
	Iteration 78Q: 3 clusters Score -497270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -497270.750000 Penalty: 3966.840820
	Iteration 79Q: 3 clusters Score -497270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -497270.750000 Penalty: 3966.840820
	Iteration 80F: 3 clusters Score -497270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -883476.562500 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -883476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -878682.000000 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -878682 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -880119.000000 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -880119 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -880527.250000 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -880527.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -880830.125000 Penalty: 4274.678711
	Iteration 3F: 3 clusters Score -880830.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -881045.125000 Penalty: 4274.678711
	Iteration 4F: 3 clusters Score -881045.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -881232.812500 Penalty: 4274.678711
	Iteration 5Q: 3 clusters Score -881232.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -881402.562500 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -881402.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -881522.062500 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -881522.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -881623.812500 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -881623.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -881713.312500 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -881713.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -881786.875000 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -881786.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -881832.125000 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -881832.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -881860.562500 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -881860.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -881887.250000 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -881887.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -881911.812500 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -881911.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -881934.625000 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -881934.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -881964.187500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -881964.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -881995.312500 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -881995.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -882029.812500 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -882029.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -882055.000000 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -882055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -882084.375000 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -882084.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -882119.500000 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -882119.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -882161.937500 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -882161.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -882194.125000 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -882194.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -882223.437500 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -882223.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -882268.562500 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -882268.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -882348.812500 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -882348.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -882442.875000 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -882442.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -882558.187500 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -882558.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -882692.500000 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -882692.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -882822.875000 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -882822.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -882945.750000 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -882945.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -883065.312500 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -883065.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -883153.000000 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -883153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -883196.062500 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -883196.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -883224.187500 Penalty: 4274.678711
	Iteration 35Q: 3 clusters Score -883224.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -883245.687500 Penalty: 4274.678711
	Iteration 36Q: 3 clusters Score -883245.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -883256.437500 Penalty: 4274.678711
	Iteration 37Q: 3 clusters Score -883256.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -883262.625000 Penalty: 4274.678711
	Iteration 38Q: 3 clusters Score -883262.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -883269.375000 Penalty: 4274.678711
	Iteration 39Q: 3 clusters Score -883269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -883273.875000 Penalty: 4274.678711
	Iteration 40F: 3 clusters Score -883273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -883277.875000 Penalty: 4274.678711
	Iteration 41Q: 3 clusters Score -883277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -883284.750000 Penalty: 4274.678711
	Iteration 42Q: 3 clusters Score -883284.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -883288.562500 Penalty: 4274.678711
	Iteration 43Q: 3 clusters Score -883288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -883295.562500 Penalty: 4274.678711
	Iteration 44Q: 3 clusters Score -883295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -883298.875000 Penalty: 4274.678711
	Iteration 45Q: 3 clusters Score -883298.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -883302.437500 Penalty: 4274.678711
	Iteration 46Q: 3 clusters Score -883302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -883305.000000 Penalty: 4274.678711
	Iteration 47Q: 3 clusters Score -883305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -883306.875000 Penalty: 4274.678711
	Iteration 48Q: 3 clusters Score -883306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -883306.750000 Penalty: 4274.678711
	Iteration 49Q: 3 clusters Score -883306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -883306.500000 Penalty: 4274.678711
	Iteration 50Q: 3 clusters Score -883306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -883308.625000 Penalty: 4274.678711
	Iteration 51Q: 3 clusters Score -883308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -883308.625000 Penalty: 4274.678711
	Iteration 52F: 3 clusters Score -883308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -1094806.375000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -1094806 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 3136 members 
Entering Unmasked Estep 
Score: -1089586.125000 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -1089586 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1090967.375000 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -1090967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1091239.375000 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -1091239 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1091428.125000 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -1091428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1091568.000000 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -1091568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1091687.000000 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -1091687 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1091786.750000 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -1091787 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1091870.500000 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -1091870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1091966.375000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -1091966 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1092072.750000 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -1092073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1092186.000000 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -1092186 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1092292.500000 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -1092292 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1092401.000000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -1092401 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1092512.125000 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -1092512 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1092609.500000 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -1092610 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1092690.375000 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -1092690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1092743.125000 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -1092743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1092793.500000 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -1092794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1092846.000000 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -1092846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1092891.250000 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -1092891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1092931.875000 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -1092932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1092954.375000 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -1092954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1092970.125000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -1092970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1092998.125000 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -1092998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1093026.000000 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -1093026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1093041.000000 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -1093041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1093046.500000 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -1093046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1093048.500000 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -1093048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1093054.000000 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -1093054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1093054.000000 Penalty: 4327.770996
	Iteration 29Q: 3 clusters Score -1093054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1093057.000000 Penalty: 4327.770996
	Iteration 30Q: 3 clusters Score -1093057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1093062.375000 Penalty: 4327.770996
	Iteration 31Q: 3 clusters Score -1093062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1093067.000000 Penalty: 4327.770996
	Iteration 32Q: 3 clusters Score -1093067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1093076.125000 Penalty: 4327.770996
	Iteration 33Q: 3 clusters Score -1093076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1093082.000000 Penalty: 4327.770996
	Iteration 34Q: 3 clusters Score -1093082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1093089.250000 Penalty: 4327.770996
	Iteration 35Q: 3 clusters Score -1093089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1093097.000000 Penalty: 4327.770996
	Iteration 36Q: 3 clusters Score -1093097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1093113.000000 Penalty: 4327.770996
	Iteration 37Q: 3 clusters Score -1093113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1093119.875000 Penalty: 4327.770996
	Iteration 38Q: 3 clusters Score -1093120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1093123.875000 Penalty: 4327.770996
	Iteration 39Q: 3 clusters Score -1093124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1093125.250000 Penalty: 4327.770996
	Iteration 40F: 3 clusters Score -1093125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1093126.250000 Penalty: 4327.770996
	Iteration 41Q: 3 clusters Score -1093126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1093126.250000 Penalty: 4327.770996
	Iteration 42F: 3 clusters Score -1093126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -450842.406250 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -450842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -447772.468750 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -447772.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -448375.906250 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -448375.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -448514.625000 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -448514.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448602.500000 Penalty: 3910.749756
	Iteration 3Q: 3 clusters Score -448602.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -448660.937500 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -448660.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -448700.843750 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -448700.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -448733.906250 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -448733.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -448766.500000 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -448766.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -448802.468750 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -448802.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -448827.218750 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -448827.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -448846.875000 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -448846.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -448862.281250 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -448862.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -448874.218750 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -448874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -448886.937500 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -448886.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -448906.468750 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -448906.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -448929.156250 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -448929.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -448949.468750 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -448949.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -448967.281250 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -448967.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -448982.375000 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -448982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -448994.843750 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -448994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -449005.062500 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -449005.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -449021.343750 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -449021.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -449041.968750 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -449042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -449054.187500 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -449054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -449065.000000 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -449065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -449078.687500 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -449078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -449087.906250 Penalty: 3910.749756
	Iteration 26Q: 3 clusters Score -449087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -449095.156250 Penalty: 3910.749756
	Iteration 27Q: 3 clusters Score -449095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -449104.625000 Penalty: 3910.749756
	Iteration 28Q: 3 clusters Score -449104.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -449115.906250 Penalty: 3910.749756
	Iteration 29Q: 3 clusters Score -449115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -449126.250000 Penalty: 3910.749756
	Iteration 30Q: 3 clusters Score -449126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -449137.562500 Penalty: 3910.749756
	Iteration 31Q: 3 clusters Score -449137.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -449145.250000 Penalty: 3910.749756
	Iteration 32Q: 3 clusters Score -449145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -449149.812500 Penalty: 3910.749756
	Iteration 33Q: 3 clusters Score -449149.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -449161.718750 Penalty: 3910.749756
	Iteration 34Q: 3 clusters Score -449161.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -449171.312500 Penalty: 3910.749756
	Iteration 35Q: 3 clusters Score -449171.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -449179.437500 Penalty: 3910.749756
	Iteration 36Q: 3 clusters Score -449179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -449184.406250 Penalty: 3910.749756
	Iteration 37Q: 3 clusters Score -449184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -449189.968750 Penalty: 3910.749756
	Iteration 38Q: 3 clusters Score -449190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -449194.218750 Penalty: 3910.749756
	Iteration 39Q: 3 clusters Score -449194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -449198.156250 Penalty: 3910.749756
	Iteration 40F: 3 clusters Score -449198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -449199.000000 Penalty: 3910.749756
	Iteration 41Q: 3 clusters Score -449199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -449200.593750 Penalty: 3910.749756
	Iteration 42Q: 3 clusters Score -449200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -449200.875000 Penalty: 3910.749756
	Iteration 43Q: 3 clusters Score -449200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -449200.437500 Penalty: 3910.749756
	Iteration 44Q: 3 clusters Score -449200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -449200.437500 Penalty: 3910.749756
	Iteration 45F: 3 clusters Score -449200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -320427.187500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -320427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -317888.906250 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -317888.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -318452.593750 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -318452.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -318675.593750 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -318675.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -318850.468750 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -318850.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -318974.000000 Penalty: 3750.574219
	Iteration 4F: 3 clusters Score -318974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -319108.562500 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -319108.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -319248.812500 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -319248.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -319384.218750 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -319384.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -319484.156250 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -319484.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -319579.187500 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -319579.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -319654.437500 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -319654.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -319727.781250 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -319727.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -319780.375000 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -319780.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -319820.281250 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -319820.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319850.218750 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -319850.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -319901.843750 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -319901.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -319942.906250 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -319942.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -319982.250000 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -319982.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -320019.000000 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -320019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -320058.968750 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -320059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320082.500000 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -320082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -320102.875000 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -320102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -320131.281250 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -320131.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320153.875000 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -320153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -320172.406250 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -320172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320181.875000 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -320181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -320184.781250 Penalty: 3750.574219
	Iteration 26Q: 3 clusters Score -320184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -320185.375000 Penalty: 3750.574219
	Iteration 27Q: 3 clusters Score -320185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -320185.375000 Penalty: 3750.574219
	Iteration 28F: 3 clusters Score -320185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -1945287.250000 Penalty: 2322.592041
	Iteration 0F: 2 clusters Score -1945287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1936613.125000 Penalty: 4645.184082
	Iteration 0F: 3 clusters Score -1936613 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1939438.125000 Penalty: 4645.184082
	Iteration 1F: 3 clusters Score -1939438 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1940036.250000 Penalty: 4645.184082
	Iteration 2F: 3 clusters Score -1940036 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1940644.125000 Penalty: 4645.184082
	Iteration 3F: 3 clusters Score -1940644 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1941136.625000 Penalty: 4645.184082
	Iteration 4F: 3 clusters Score -1941137 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1941590.375000 Penalty: 4645.184082
	Iteration 5F: 3 clusters Score -1941590 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1941983.000000 Penalty: 4645.184082
	Iteration 6F: 3 clusters Score -1941983 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1942319.000000 Penalty: 4645.184082
	Iteration 7Q: 3 clusters Score -1942319 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1942618.625000 Penalty: 4645.184082
	Iteration 8Q: 3 clusters Score -1942619 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1942880.000000 Penalty: 4645.184082
	Iteration 9Q: 3 clusters Score -1942880 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1943091.750000 Penalty: 4645.184082
	Iteration 10Q: 3 clusters Score -1943092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1943246.125000 Penalty: 4645.184082
	Iteration 11Q: 3 clusters Score -1943246 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1943374.500000 Penalty: 4645.184082
	Iteration 12Q: 3 clusters Score -1943374 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1943481.625000 Penalty: 4645.184082
	Iteration 13Q: 3 clusters Score -1943482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1943559.375000 Penalty: 4645.184082
	Iteration 14Q: 3 clusters Score -1943559 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1943619.000000 Penalty: 4645.184082
	Iteration 15Q: 3 clusters Score -1943619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1943669.625000 Penalty: 4645.184082
	Iteration 16Q: 3 clusters Score -1943670 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1943714.125000 Penalty: 4645.184082
	Iteration 17Q: 3 clusters Score -1943714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1943773.625000 Penalty: 4645.184082
	Iteration 18Q: 3 clusters Score -1943774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1943823.875000 Penalty: 4645.184082
	Iteration 19Q: 3 clusters Score -1943824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1943862.250000 Penalty: 4645.184082
	Iteration 20F: 3 clusters Score -1943862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1943899.250000 Penalty: 4645.184082
	Iteration 21Q: 3 clusters Score -1943899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1943935.250000 Penalty: 4645.184082
	Iteration 22Q: 3 clusters Score -1943935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1943965.125000 Penalty: 4645.184082
	Iteration 23Q: 3 clusters Score -1943965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1943998.125000 Penalty: 4645.184082
	Iteration 24Q: 3 clusters Score -1943998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1944019.125000 Penalty: 4645.184082
	Iteration 25Q: 3 clusters Score -1944019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1944052.000000 Penalty: 4645.184082
	Iteration 26Q: 3 clusters Score -1944052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1944059.125000 Penalty: 4645.184082
	Iteration 27Q: 3 clusters Score -1944059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1944079.125000 Penalty: 4645.184082
	Iteration 28Q: 3 clusters Score -1944079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1944087.250000 Penalty: 4645.184082
	Iteration 29Q: 3 clusters Score -1944087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1944104.625000 Penalty: 4645.184082
	Iteration 30Q: 3 clusters Score -1944105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1944113.000000 Penalty: 4645.184082
	Iteration 31Q: 3 clusters Score -1944113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1944118.500000 Penalty: 4645.184082
	Iteration 32Q: 3 clusters Score -1944118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1944124.250000 Penalty: 4645.184082
	Iteration 33Q: 3 clusters Score -1944124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1944132.500000 Penalty: 4645.184082
	Iteration 34Q: 3 clusters Score -1944132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1944132.125000 Penalty: 4645.184082
	Iteration 35Q: 3 clusters Score -1944132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1944132.750000 Penalty: 4645.184082
	Iteration 36Q: 3 clusters Score -1944133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1944133.750000 Penalty: 4645.184082
	Iteration 37Q: 3 clusters Score -1944134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1944134.125000 Penalty: 4645.184082
	Iteration 38Q: 3 clusters Score -1944134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1944130.500000 Penalty: 4645.184082
	Iteration 39Q: 3 clusters Score -1944130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1944133.000000 Penalty: 4645.184082
	Iteration 40F: 3 clusters Score -1944133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1944133.250000 Penalty: 4645.184082
	Iteration 41Q: 3 clusters Score -1944133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1944134.625000 Penalty: 4645.184082
	Iteration 42Q: 3 clusters Score -1944135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1944133.375000 Penalty: 4645.184082
	Iteration 43Q: 3 clusters Score -1944133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1944134.125000 Penalty: 4645.184082
	Iteration 44Q: 3 clusters Score -1944134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1944134.625000 Penalty: 4645.184082
	Iteration 45Q: 3 clusters Score -1944135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1944136.625000 Penalty: 4645.184082
	Iteration 46Q: 3 clusters Score -1944137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1944134.250000 Penalty: 4645.184082
	Iteration 47Q: 3 clusters Score -1944134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1944134.250000 Penalty: 4645.184082
	Iteration 48F: 3 clusters Score -1944134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -541385.562500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -541385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -538104.062500 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -538104.1 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -538845.375000 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -538845.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -539119.062500 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -539119.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -539345.687500 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -539345.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -539554.062500 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -539554.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -539700.375000 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -539700.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -539803.812500 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -539803.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -539880.437500 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -539880.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -539927.187500 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -539927.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -539966.625000 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -539966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -539993.312500 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -539993.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -540006.375000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -540006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -540013.250000 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -540013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -540016.000000 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -540016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -540021.187500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -540021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -540025.187500 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -540025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -540031.437500 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -540031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -540039.750000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -540039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -540047.875000 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -540047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -540053.687500 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -540053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -540057.250000 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -540057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -540058.375000 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -540058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -540061.875000 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -540061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -540064.250000 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -540064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -540065.250000 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -540065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -540065.250000 Penalty: 3979.356689
	Iteration 25F: 3 clusters Score -540065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -685017.750000 Penalty: 2064.795898
	Iteration 0F: 2 clusters Score -685017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -681060.062500 Penalty: 4129.591797
	Iteration 0F: 3 clusters Score -681060.1 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -682216.812500 Penalty: 4129.591797
	Iteration 1F: 3 clusters Score -682216.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -682667.187500 Penalty: 4129.591797
	Iteration 2F: 3 clusters Score -682667.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -682927.062500 Penalty: 4129.591797
	Iteration 3F: 3 clusters Score -682927.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -683101.687500 Penalty: 4129.591797
	Iteration 4Q: 3 clusters Score -683101.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -683244.062500 Penalty: 4129.591797
	Iteration 5Q: 3 clusters Score -683244.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -683353.250000 Penalty: 4129.591797
	Iteration 6Q: 3 clusters Score -683353.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -683443.625000 Penalty: 4129.591797
	Iteration 7Q: 3 clusters Score -683443.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -683504.312500 Penalty: 4129.591797
	Iteration 8Q: 3 clusters Score -683504.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -683539.500000 Penalty: 4129.591797
	Iteration 9Q: 3 clusters Score -683539.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -683565.312500 Penalty: 4129.591797
	Iteration 10Q: 3 clusters Score -683565.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -683581.500000 Penalty: 4129.591797
	Iteration 11Q: 3 clusters Score -683581.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -683592.125000 Penalty: 4129.591797
	Iteration 12Q: 3 clusters Score -683592.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -683600.500000 Penalty: 4129.591797
	Iteration 13Q: 3 clusters Score -683600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -683607.062500 Penalty: 4129.591797
	Iteration 14Q: 3 clusters Score -683607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -683610.187500 Penalty: 4129.591797
	Iteration 15Q: 3 clusters Score -683610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -683613.375000 Penalty: 4129.591797
	Iteration 16Q: 3 clusters Score -683613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -683619.750000 Penalty: 4129.591797
	Iteration 17Q: 3 clusters Score -683619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -683623.625000 Penalty: 4129.591797
	Iteration 18Q: 3 clusters Score -683623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -683625.250000 Penalty: 4129.591797
	Iteration 19Q: 3 clusters Score -683625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -683628.062500 Penalty: 4129.591797
	Iteration 20F: 3 clusters Score -683628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -683630.437500 Penalty: 4129.591797
	Iteration 21Q: 3 clusters Score -683630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -683633.125000 Penalty: 4129.591797
	Iteration 22Q: 3 clusters Score -683633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -683632.812500 Penalty: 4129.591797
	Iteration 23Q: 3 clusters Score -683632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -683636.312500 Penalty: 4129.591797
	Iteration 24Q: 3 clusters Score -683636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -683639.562500 Penalty: 4129.591797
	Iteration 25Q: 3 clusters Score -683639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -683640.437500 Penalty: 4129.591797
	Iteration 26Q: 3 clusters Score -683640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -683641.562500 Penalty: 4129.591797
	Iteration 27Q: 3 clusters Score -683641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -683642.875000 Penalty: 4129.591797
	Iteration 28Q: 3 clusters Score -683642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -683643.500000 Penalty: 4129.591797
	Iteration 29Q: 3 clusters Score -683643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -683645.375000 Penalty: 4129.591797
	Iteration 30Q: 3 clusters Score -683645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -683646.187500 Penalty: 4129.591797
	Iteration 31Q: 3 clusters Score -683646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -683647.062500 Penalty: 4129.591797
	Iteration 32Q: 3 clusters Score -683647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -683650.000000 Penalty: 4129.591797
	Iteration 33Q: 3 clusters Score -683650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -683650.562500 Penalty: 4129.591797
	Iteration 34Q: 3 clusters Score -683650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -683650.125000 Penalty: 4129.591797
	Iteration 35Q: 3 clusters Score -683650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -683650.687500 Penalty: 4129.591797
	Iteration 36Q: 3 clusters Score -683650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -683651.562500 Penalty: 4129.591797
	Iteration 37Q: 3 clusters Score -683651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -683651.562500 Penalty: 4129.591797
	Iteration 38Q: 3 clusters Score -683651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -683651.437500 Penalty: 4129.591797
	Iteration 39Q: 3 clusters Score -683651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -683651.312500 Penalty: 4129.591797
	Iteration 40F: 3 clusters Score -683651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -488450.843750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -488450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -485272.406250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -485272.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -485965.906250 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -485965.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -486149.843750 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -486149.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -486262.937500 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -486262.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -486336.093750 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -486336.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -486395.750000 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -486395.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -486433.843750 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -486433.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -486470.343750 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -486470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -486515.562500 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -486515.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -486552.437500 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -486552.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -486583.156250 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -486583.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -486607.375000 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -486607.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -486628.312500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -486628.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -486660.687500 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -486660.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -486679.343750 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -486679.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -486706.187500 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -486706.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -486733.468750 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -486733.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -486763.437500 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -486763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -486788.968750 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -486789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -486817.718750 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -486817.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -486841.656250 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -486841.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -486862.218750 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -486862.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -486886.500000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -486886.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -486908.750000 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -486908.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -486934.281250 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -486934.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486961.250000 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -486961.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486982.500000 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -486982.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -486994.406250 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -486994.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -487009.781250 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -487009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -487023.062500 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -487023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -487033.531250 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -487033.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -487042.718750 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -487042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -487052.125000 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -487052.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -487061.968750 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -487062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -487070.312500 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -487070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -487075.125000 Penalty: 3956.050537
	Iteration 35Q: 3 clusters Score -487075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -487084.343750 Penalty: 3956.050537
	Iteration 36Q: 3 clusters Score -487084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -487086.687500 Penalty: 3956.050537
	Iteration 37Q: 3 clusters Score -487086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -487090.562500 Penalty: 3956.050537
	Iteration 38Q: 3 clusters Score -487090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487093.968750 Penalty: 3956.050537
	Iteration 39Q: 3 clusters Score -487094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487096.062500 Penalty: 3956.050537
	Iteration 40F: 3 clusters Score -487096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487101.593750 Penalty: 3956.050537
	Iteration 41Q: 3 clusters Score -487101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -487104.968750 Penalty: 3956.050537
	Iteration 42Q: 3 clusters Score -487105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -487112.656250 Penalty: 3956.050537
	Iteration 43Q: 3 clusters Score -487112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -487114.687500 Penalty: 3956.050537
	Iteration 44Q: 3 clusters Score -487114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -487115.281250 Penalty: 3956.050537
	Iteration 45Q: 3 clusters Score -487115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -487116.281250 Penalty: 3956.050537
	Iteration 46Q: 3 clusters Score -487116.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -487116.281250 Penalty: 3956.050537
	Iteration 47F: 3 clusters Score -487116.3 nChanged 0
--- Evaluating fit on full set of 2057901 points ---
Entering Unmasked Estep 
Score: -350882432.000000 Penalty: 245155.296875
20->69 Clusters: Score -350882432.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 685967 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 34441 members 
Mstep: Class 3 contains 34152 members 
Mstep: Class 4 contains 34614 members 
Mstep: Class 5 contains 34110 members 
Mstep: Class 6 contains 34288 members 
Mstep: Class 7 contains 34128 members 
Mstep: Class 8 contains 34386 members 
Mstep: Class 9 contains 34417 members 
Mstep: Class 10 contains 34303 members 
Mstep: Class 11 contains 34264 members 
Mstep: Class 12 contains 34528 members 
Mstep: Class 13 contains 34162 members 
Mstep: Class 14 contains 34468 members 
Mstep: Class 15 contains 34347 members 
Mstep: Class 16 contains 34105 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 34434 members 
Mstep: Class 19 contains 34198 members 
Mstep: Class 20 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 682.702881 but Gain 3332.769531
Score: -103945576.000000 Penalty: 63322.613281
Iteration 0F: 20 clusters Score -1.039456e+08 nChanged 651393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3582 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20282 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 6 contains 375970 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 120012 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 13 contains 4448 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 4514 members 
Mstep: Class 18 contains 52952 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 27000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3262.078613 but Gain 3332.769531
Score: -112869936.000000 Penalty: 59989.843750
Iteration 1F: 19 clusters Score -1.128699e+08 nChanged 282309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1597 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27662 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 8273 members 
Mstep: Class 6 contains 243061 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 153576 members 
Mstep: Class 10 contains 121672 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 9382 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 67236 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 23952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114509680.000000 Penalty: 59989.843750
Iteration 2F: 19 clusters Score -1.145097e+08 nChanged 198600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22595 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 13266 members 
Mstep: Class 6 contains 266554 members 
Mstep: Class 8 contains 2941 members 
Mstep: Class 9 contains 95909 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 5902 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 13299 members 
Mstep: Class 17 contains 13903 members 
Mstep: Class 18 contains 69203 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 48763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025904.000000 Penalty: 59989.843750
Iteration 3F: 19 clusters Score -1.150259e+08 nChanged 126015
Entering Unmasked Mstep 
Mstep: Class 0 contains 911 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19212 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 16810 members 
Mstep: Class 6 contains 232497 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 107076 members 
Mstep: Class 10 contains 99297 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 13258 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 66833 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115391496.000000 Penalty: 59989.843750
Iteration 4F: 19 clusters Score -1.153915e+08 nChanged 100547
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17992 members 
Mstep: Class 3 contains 6320 members 
Mstep: Class 4 contains 21987 members 
Mstep: Class 6 contains 199355 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 94648 members 
Mstep: Class 10 contains 89303 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 1453 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 16 contains 14737 members 
Mstep: Class 17 contains 15721 members 
Mstep: Class 18 contains 63668 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 135289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115609784.000000 Penalty: 59989.843750
Iteration 5F: 19 clusters Score -1.156098e+08 nChanged 75681
Entering Unmasked Mstep 
Mstep: Class 0 contains 774 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17032 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 31317 members 
Mstep: Class 6 contains 171188 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 89958 members 
Mstep: Class 10 contains 82970 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 64308 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 158059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 19 clusters Score -1.157175e+08 nChanged 65333
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16369 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 52471 members 
Mstep: Class 6 contains 152807 members 
Mstep: Class 8 contains 8405 members 
Mstep: Class 9 contains 96785 members 
Mstep: Class 10 contains 81404 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 64733 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 144137 members 
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Iteration 7F: 19 clusters Score -1.158583e+08 nChanged 61030
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15920 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 83625 members 
Mstep: Class 6 contains 134626 members 
Mstep: Class 8 contains 9401 members 
Mstep: Class 9 contains 96549 members 
Mstep: Class 10 contains 81799 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 19744 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 62195 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 128777 members 
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Iteration 8F: 19 clusters Score -1.160302e+08 nChanged 62920
Entering Unmasked Mstep 
Mstep: Class 0 contains 717 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15618 members 
Mstep: Class 3 contains 5974 members 
Mstep: Class 4 contains 118448 members 
Mstep: Class 6 contains 121893 members 
Mstep: Class 8 contains 9938 members 
Mstep: Class 9 contains 93749 members 
Mstep: Class 10 contains 82487 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 20021 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 56898 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 109036 members 
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Iteration 9F: 19 clusters Score -1.161e+08 nChanged 52870
Entering Unmasked Mstep 
Mstep: Class 0 contains 711 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 5991 members 
Mstep: Class 4 contains 136255 members 
Mstep: Class 6 contains 110908 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 98104 members 
Mstep: Class 10 contains 82874 members 
Mstep: Class 11 contains 26258 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 20307 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 54028 members 
Mstep: Class 19 contains 5238 members 
Mstep: Class 20 contains 94789 members 
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Iteration 10F: 19 clusters Score -1.161606e+08 nChanged 46198
Entering Unmasked Mstep 
Mstep: Class 0 contains 703 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15313 members 
Mstep: Class 3 contains 6265 members 
Mstep: Class 4 contains 150132 members 
Mstep: Class 6 contains 98233 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 104793 members 
Mstep: Class 10 contains 82630 members 
Mstep: Class 11 contains 28994 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 20474 members 
Mstep: Class 17 contains 15540 members 
Mstep: Class 18 contains 51365 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 84500 members 
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Iteration 11F: 19 clusters Score -1.162056e+08 nChanged 38475
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 157091 members 
Mstep: Class 6 contains 92189 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 104630 members 
Mstep: Class 10 contains 82000 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 15530 members 
Mstep: Class 18 contains 50217 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 79985 members 
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Iteration 12F: 19 clusters Score -1.162613e+08 nChanged 32002
Entering Unmasked Mstep 
Mstep: Class 0 contains 695 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15142 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 158794 members 
Mstep: Class 6 contains 91605 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 100566 members 
Mstep: Class 10 contains 81101 members 
Mstep: Class 11 contains 32299 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 4793 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 20734 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 18 contains 49989 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 77782 members 
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Iteration 13Q: 19 clusters Score -1.163436e+08 nChanged 30172
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15066 members 
Mstep: Class 3 contains 8170 members 
Mstep: Class 4 contains 155049 members 
Mstep: Class 6 contains 100378 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 92209 members 
Mstep: Class 10 contains 80125 members 
Mstep: Class 11 contains 32260 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 50273 members 
Mstep: Class 19 contains 18887 members 
Mstep: Class 20 contains 76249 members 
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Iteration 14Q: 19 clusters Score -1.163698e+08 nChanged 22364
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15002 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 151947 members 
Mstep: Class 6 contains 103739 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 90313 members 
Mstep: Class 10 contains 79197 members 
Mstep: Class 11 contains 31346 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 15497 members 
Mstep: Class 18 contains 50503 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 74609 members 
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Iteration 15Q: 19 clusters Score -1.163824e+08 nChanged 17293
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14922 members 
Mstep: Class 3 contains 9689 members 
Mstep: Class 4 contains 148979 members 
Mstep: Class 6 contains 104723 members 
Mstep: Class 8 contains 9492 members 
Mstep: Class 9 contains 90518 members 
Mstep: Class 10 contains 78358 members 
Mstep: Class 11 contains 30266 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 1656 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 50482 members 
Mstep: Class 19 contains 27261 members 
Mstep: Class 20 contains 73281 members 
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Iteration 16Q: 19 clusters Score -1.163942e+08 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14860 members 
Mstep: Class 3 contains 10863 members 
Mstep: Class 4 contains 146051 members 
Mstep: Class 6 contains 105410 members 
Mstep: Class 8 contains 9277 members 
Mstep: Class 9 contains 90344 members 
Mstep: Class 10 contains 77563 members 
Mstep: Class 11 contains 29308 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5784 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 21256 members 
Mstep: Class 17 contains 15455 members 
Mstep: Class 18 contains 50008 members 
Mstep: Class 19 contains 31858 members 
Mstep: Class 20 contains 71951 members 
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Iteration 17Q: 19 clusters Score -1.16406e+08 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14784 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 143346 members 
Mstep: Class 6 contains 105612 members 
Mstep: Class 8 contains 9197 members 
Mstep: Class 9 contains 90328 members 
Mstep: Class 10 contains 76651 members 
Mstep: Class 11 contains 28455 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 21521 members 
Mstep: Class 17 contains 15430 members 
Mstep: Class 18 contains 49102 members 
Mstep: Class 19 contains 36581 members 
Mstep: Class 20 contains 70461 members 
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Iteration 18Q: 19 clusters Score -1.164183e+08 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 693 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14709 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 140770 members 
Mstep: Class 6 contains 105810 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 90111 members 
Mstep: Class 10 contains 75671 members 
Mstep: Class 11 contains 28012 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 21800 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 47907 members 
Mstep: Class 19 contains 41162 members 
Mstep: Class 20 contains 68613 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -1.164301e+08 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 692 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14650 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 138625 members 
Mstep: Class 6 contains 105924 members 
Mstep: Class 8 contains 9233 members 
Mstep: Class 9 contains 89851 members 
Mstep: Class 10 contains 74682 members 
Mstep: Class 11 contains 27873 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5907 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 22058 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 46617 members 
Mstep: Class 19 contains 45281 members 
Mstep: Class 20 contains 66388 members 
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Iteration 20F: 19 clusters Score -1.164406e+08 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 689 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 136259 members 
Mstep: Class 6 contains 106087 members 
Mstep: Class 8 contains 9544 members 
Mstep: Class 9 contains 89686 members 
Mstep: Class 10 contains 73678 members 
Mstep: Class 11 contains 27699 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1657 members 
Mstep: Class 16 contains 22311 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 45110 members 
Mstep: Class 19 contains 49291 members 
Mstep: Class 20 contains 63552 members 
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Iteration 21Q: 19 clusters Score -1.16453e+08 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14565 members 
Mstep: Class 3 contains 24460 members 
Mstep: Class 4 contains 133477 members 
Mstep: Class 6 contains 106274 members 
Mstep: Class 8 contains 9941 members 
Mstep: Class 9 contains 89456 members 
Mstep: Class 10 contains 72571 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 22614 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 43540 members 
Mstep: Class 19 contains 53382 members 
Mstep: Class 20 contains 60488 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -1.164672e+08 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14534 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 129857 members 
Mstep: Class 6 contains 106407 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 88783 members 
Mstep: Class 10 contains 71451 members 
Mstep: Class 11 contains 28267 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 22959 members 
Mstep: Class 17 contains 15415 members 
Mstep: Class 18 contains 42221 members 
Mstep: Class 19 contains 58220 members 
Mstep: Class 20 contains 57796 members 
Entering Unmasked Estep 
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Iteration 23Q: 19 clusters Score -1.164856e+08 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14516 members 
Mstep: Class 3 contains 31224 members 
Mstep: Class 4 contains 126009 members 
Mstep: Class 6 contains 106395 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 87566 members 
Mstep: Class 10 contains 70285 members 
Mstep: Class 11 contains 28687 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 23295 members 
Mstep: Class 17 contains 15426 members 
Mstep: Class 18 contains 41218 members 
Mstep: Class 19 contains 63108 members 
Mstep: Class 20 contains 55861 members 
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Iteration 24Q: 19 clusters Score -1.165062e+08 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 33966 members 
Mstep: Class 4 contains 122164 members 
Mstep: Class 6 contains 106006 members 
Mstep: Class 8 contains 10659 members 
Mstep: Class 9 contains 85231 members 
Mstep: Class 10 contains 69211 members 
Mstep: Class 11 contains 29102 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 23693 members 
Mstep: Class 17 contains 15424 members 
Mstep: Class 18 contains 40596 members 
Mstep: Class 19 contains 67500 members 
Mstep: Class 20 contains 56034 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -1.165317e+08 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 35477 members 
Mstep: Class 4 contains 117660 members 
Mstep: Class 6 contains 104977 members 
Mstep: Class 8 contains 10766 members 
Mstep: Class 9 contains 81687 members 
Mstep: Class 10 contains 68356 members 
Mstep: Class 11 contains 29533 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 15422 members 
Mstep: Class 18 contains 40164 members 
Mstep: Class 19 contains 71994 members 
Mstep: Class 20 contains 59488 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -1.16556e+08 nChanged 15815
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14502 members 
Mstep: Class 3 contains 36112 members 
Mstep: Class 4 contains 113581 members 
Mstep: Class 6 contains 103791 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 78009 members 
Mstep: Class 10 contains 67620 members 
Mstep: Class 11 contains 29977 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 24310 members 
Mstep: Class 17 contains 15421 members 
Mstep: Class 18 contains 39873 members 
Mstep: Class 19 contains 76031 members 
Mstep: Class 20 contains 64033 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.165747e+08 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14502 members 
Mstep: Class 3 contains 36465 members 
Mstep: Class 4 contains 110782 members 
Mstep: Class 6 contains 102663 members 
Mstep: Class 8 contains 10868 members 
Mstep: Class 9 contains 74782 members 
Mstep: Class 10 contains 66937 members 
Mstep: Class 11 contains 30489 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 24429 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 39722 members 
Mstep: Class 19 contains 78802 members 
Mstep: Class 20 contains 68263 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.165899e+08 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14520 members 
Mstep: Class 3 contains 36825 members 
Mstep: Class 4 contains 109143 members 
Mstep: Class 6 contains 101432 members 
Mstep: Class 8 contains 10831 members 
Mstep: Class 9 contains 71272 members 
Mstep: Class 10 contains 66267 members 
Mstep: Class 11 contains 30998 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 24579 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 39655 members 
Mstep: Class 19 contains 80284 members 
Mstep: Class 20 contains 72929 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.166006e+08 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14541 members 
Mstep: Class 3 contains 37451 members 
Mstep: Class 4 contains 108154 members 
Mstep: Class 6 contains 100554 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 66984 members 
Mstep: Class 10 contains 65559 members 
Mstep: Class 11 contains 31464 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 24752 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 39628 members 
Mstep: Class 19 contains 80849 members 
Mstep: Class 20 contains 78071 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.166031e+08 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14566 members 
Mstep: Class 3 contains 38259 members 
Mstep: Class 4 contains 107550 members 
Mstep: Class 6 contains 100602 members 
Mstep: Class 8 contains 10631 members 
Mstep: Class 9 contains 61695 members 
Mstep: Class 10 contains 64833 members 
Mstep: Class 11 contains 31914 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 39637 members 
Mstep: Class 19 contains 80910 members 
Mstep: Class 20 contains 83276 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.165967e+08 nChanged 14347
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14599 members 
Mstep: Class 3 contains 39248 members 
Mstep: Class 4 contains 107062 members 
Mstep: Class 6 contains 101675 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 55982 members 
Mstep: Class 10 contains 64080 members 
Mstep: Class 11 contains 32394 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 25043 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 39648 members 
Mstep: Class 19 contains 80805 members 
Mstep: Class 20 contains 87752 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.165892e+08 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14630 members 
Mstep: Class 3 contains 40395 members 
Mstep: Class 4 contains 106601 members 
Mstep: Class 6 contains 102615 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 52370 members 
Mstep: Class 10 contains 63286 members 
Mstep: Class 11 contains 32791 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 25191 members 
Mstep: Class 17 contains 15375 members 
Mstep: Class 18 contains 39635 members 
Mstep: Class 19 contains 80550 members 
Mstep: Class 20 contains 90336 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.165854e+08 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14651 members 
Mstep: Class 3 contains 41623 members 
Mstep: Class 4 contains 106184 members 
Mstep: Class 6 contains 103524 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 49832 members 
Mstep: Class 10 contains 62523 members 
Mstep: Class 11 contains 33121 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 25329 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 39612 members 
Mstep: Class 19 contains 80185 members 
Mstep: Class 20 contains 91914 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.165837e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14670 members 
Mstep: Class 3 contains 42955 members 
Mstep: Class 4 contains 105706 members 
Mstep: Class 6 contains 104232 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 47895 members 
Mstep: Class 10 contains 61750 members 
Mstep: Class 11 contains 33332 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 5851 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 25483 members 
Mstep: Class 17 contains 15353 members 
Mstep: Class 18 contains 39560 members 
Mstep: Class 19 contains 79857 members 
Mstep: Class 20 contains 93102 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.165828e+08 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 44357 members 
Mstep: Class 4 contains 105274 members 
Mstep: Class 6 contains 104768 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 46369 members 
Mstep: Class 10 contains 60929 members 
Mstep: Class 11 contains 33448 members 
Mstep: Class 12 contains 1409 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 25651 members 
Mstep: Class 17 contains 15345 members 
Mstep: Class 18 contains 39503 members 
Mstep: Class 19 contains 79469 members 
Mstep: Class 20 contains 94065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116583656.000000 Penalty: 59989.843750
Iteration 36Q: 19 clusters Score -1.165837e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14696 members 
Mstep: Class 3 contains 45735 members 
Mstep: Class 4 contains 104931 members 
Mstep: Class 6 contains 105180 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 45225 members 
Mstep: Class 10 contains 60069 members 
Mstep: Class 11 contains 33468 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 25832 members 
Mstep: Class 17 contains 15334 members 
Mstep: Class 18 contains 39404 members 
Mstep: Class 19 contains 79110 members 
Mstep: Class 20 contains 94812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116584672.000000 Penalty: 59989.843750
Iteration 37Q: 19 clusters Score -1.165847e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 104540 members 
Mstep: Class 6 contains 105547 members 
Mstep: Class 8 contains 10569 members 
Mstep: Class 9 contains 44220 members 
Mstep: Class 10 contains 59191 members 
Mstep: Class 11 contains 33392 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 18 contains 39280 members 
Mstep: Class 19 contains 78972 members 
Mstep: Class 20 contains 95470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116584936.000000 Penalty: 59989.843750
Iteration 38Q: 19 clusters Score -1.165849e+08 nChanged 5306
Entering ConstructFrom: 
Score: -116584936.000000 Penalty: 59989.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -192404.453125 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -192404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190557.203125 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -190557.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191755.921875 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -191755.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -192622.718750 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -192622.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -193263.828125 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -193263.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193622.390625 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -193622.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193908.312500 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -193908.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194039.437500 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -194039.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194072.875000 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -194072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194083.765625 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -194083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -194090.765625 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -194090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194092.062500 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -194092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194094.968750 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -194095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194101.328125 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -194101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194108.578125 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -194108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194117.031250 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -194117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194124.593750 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -194124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194137.609375 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -194137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194142.906250 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -194142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194148.750000 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -194148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194149.875000 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -194149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194156.296875 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -194156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194156.953125 Penalty: 3548.301514
	Iteration 21Q: 3 clusters Score -194157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194158.015625 Penalty: 3548.301514
	Iteration 22Q: 3 clusters Score -194158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194158.015625 Penalty: 3548.301514
	Iteration 23F: 3 clusters Score -194158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14723 members 
Mstep: Class 3 contains 48220 members 
Mstep: Class 4 contains 104198 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 6 contains 105808 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Entering Unmasked Estep 
Score: -116584872.000000 Penalty: 63322.613281
Splitting cluster 1 changes total score from -116584936.000000 to -116584872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -2523238.250000 Penalty: 2380.097168
	Iteration 0F: 2 clusters Score -2523238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2512729.000000 Penalty: 4760.194336
	Iteration 0F: 3 clusters Score -2512729 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2516762.500000 Penalty: 4760.194336
	Iteration 1F: 3 clusters Score -2516762 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2519528.750000 Penalty: 4760.194336
	Iteration 2F: 3 clusters Score -2519529 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2526100.000000 Penalty: 4760.194336
	Iteration 3F: 3 clusters Score -2526100 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2535322.750000 Penalty: 4760.194336
	Iteration 4F: 3 clusters Score -2535323 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2537858.250000 Penalty: 4760.194336
	Iteration 5F: 3 clusters Score -2537858 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2540092.500000 Penalty: 4760.194336
	Iteration 6Q: 3 clusters Score -2540092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2540969.250000 Penalty: 4760.194336
	Iteration 7Q: 3 clusters Score -2540969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2541129.500000 Penalty: 4760.194336
	Iteration 8Q: 3 clusters Score -2541130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2541175.500000 Penalty: 4760.194336
	Iteration 9Q: 3 clusters Score -2541176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2541185.250000 Penalty: 4760.194336
	Iteration 10Q: 3 clusters Score -2541185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2541187.500000 Penalty: 4760.194336
	Iteration 11Q: 3 clusters Score -2541188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2541188.000000 Penalty: 4760.194336
	Iteration 12Q: 3 clusters Score -2541188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2541184.250000 Penalty: 4760.194336
	Iteration 13Q: 3 clusters Score -2541184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2541183.500000 Penalty: 4760.194336
	Iteration 14Q: 3 clusters Score -2541184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2541190.500000 Penalty: 4760.194336
	Iteration 15Q: 3 clusters Score -2541190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2541186.750000 Penalty: 4760.194336
	Iteration 16Q: 3 clusters Score -2541187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2541187.500000 Penalty: 4760.194336
	Iteration 17Q: 3 clusters Score -2541188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2541190.000000 Penalty: 4760.194336
	Iteration 18Q: 3 clusters Score -2541190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2541193.250000 Penalty: 4760.194336
	Iteration 19Q: 3 clusters Score -2541193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2541190.750000 Penalty: 4760.194336
	Iteration 20F: 3 clusters Score -2541191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2541197.000000 Penalty: 4760.194336
	Iteration 21Q: 3 clusters Score -2541197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2541193.500000 Penalty: 4760.194336
	Iteration 22Q: 3 clusters Score -2541194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2541190.500000 Penalty: 4760.194336
	Iteration 23Q: 3 clusters Score -2541190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2541185.750000 Penalty: 4760.194336
	Iteration 24Q: 3 clusters Score -2541186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2541191.500000 Penalty: 4760.194336
	Iteration 25Q: 3 clusters Score -2541192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2541189.500000 Penalty: 4760.194336
	Iteration 26Q: 3 clusters Score -2541190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2541190.250000 Penalty: 4760.194336
	Iteration 27Q: 3 clusters Score -2541190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2541193.000000 Penalty: 4760.194336
	Iteration 28Q: 3 clusters Score -2541193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2541193.000000 Penalty: 4760.194336
	Iteration 29F: 3 clusters Score -2541193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 48220 members 
Mstep: Class 4 contains 104198 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 105808 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Entering Unmasked Estep 
Score: -116601800.000000 Penalty: 63322.613281
Splitting cluster 2 changes total score from -116584936.000000 to -116601800.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (48220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Entering Unmasked Estep 
Score: -8286573.500000 Penalty: 2674.315186
	Iteration 0F: 2 clusters Score -8286574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -8256634.000000 Penalty: 5348.630371
	Iteration 0F: 3 clusters Score -8256634 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8269925.000000 Penalty: 5348.630371
	Iteration 1F: 3 clusters Score -8269925 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8271992.000000 Penalty: 5348.630371
	Iteration 2F: 3 clusters Score -8271992 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -8275116.500000 Penalty: 5348.630371
	Iteration 3F: 3 clusters Score -8275116 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -8278988.500000 Penalty: 5348.630371
	Iteration 4F: 3 clusters Score -8278988 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -8282449.500000 Penalty: 5348.630371
	Iteration 5F: 3 clusters Score -8282450 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8284912.500000 Penalty: 5348.630371
	Iteration 6F: 3 clusters Score -8284912 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -8286273.500000 Penalty: 5348.630371
	Iteration 7F: 3 clusters Score -8286274 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -8286882.000000 Penalty: 5348.630371
	Iteration 8Q: 3 clusters Score -8286882 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8287228.500000 Penalty: 5348.630371
	Iteration 9Q: 3 clusters Score -8287228 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -8287435.500000 Penalty: 5348.630371
	Iteration 10Q: 3 clusters Score -8287436 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8287544.500000 Penalty: 5348.630371
	Iteration 11Q: 3 clusters Score -8287544 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -8287663.500000 Penalty: 5348.630371
	Iteration 12Q: 3 clusters Score -8287664 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -8287770.000000 Penalty: 5348.630371
	Iteration 13Q: 3 clusters Score -8287770 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -8287877.000000 Penalty: 5348.630371
	Iteration 14Q: 3 clusters Score -8287877 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -8288093.500000 Penalty: 5348.630371
	Iteration 15Q: 3 clusters Score -8288094 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -8288248.000000 Penalty: 5348.630371
	Iteration 16Q: 3 clusters Score -8288248 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8288409.500000 Penalty: 5348.630371
	Iteration 17Q: 3 clusters Score -8288410 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8288629.000000 Penalty: 5348.630371
	Iteration 18Q: 3 clusters Score -8288629 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8288854 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8289063 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8289280 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8289546 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8289729 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8289904 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8290072 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8290137 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8290270 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8290403 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -8290514.500000 Penalty: 5348.630371
	Iteration 29Q: 3 clusters Score -8290514 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8290590 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8290661 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8290776 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8290876 nChanged 445
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Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -8290942.000000 Penalty: 5348.630371
	Iteration 34Q: 3 clusters Score -8290942 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8291037 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8291109 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8291195 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8291301 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8291387 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8291545 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8291664 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8291780 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8291912 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8292045 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8292214 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8292391 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8292556 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8292764 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8292994 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8293288 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8293655 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8294250 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8294991 nChanged 600
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Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8295285 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8295401 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8295486 nChanged 206
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Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8295530 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8295574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8295580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8295636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8295679 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8295694 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8295710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8295732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8295734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8295744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8295751 nChanged 49
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Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8295768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8295773 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8295789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8295784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8295794 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8295800 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35560 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8295798 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8295816 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8295816 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8295829 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8295824 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8295830 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8295840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -8295833.500000 Penalty: 5348.630371
	Iteration 81Q: 3 clusters Score -8295834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8295834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8295837 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8295832 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8295834 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8295844 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8295832 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8295844 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8295833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -8295839.000000 Penalty: 5348.630371
	Iteration 90Q: 3 clusters Score -8295839 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8295830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8295830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8295818 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8295826 nChanged 13
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Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8295843 nChanged 15
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8295848 nChanged 5
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Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8295852 nChanged 5
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	Iteration 98Q: 3 clusters Score -8295848 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8295844 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -8295849.500000 Penalty: 5348.630371
	Iteration 100F: 3 clusters Score -8295850 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8295858 nChanged 8
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Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8295854 nChanged 6
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Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8295854 nChanged 6
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Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8295856 nChanged 6
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Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8295855 nChanged 3
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Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8295854 nChanged 3
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8295844 nChanged 2
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8295852 nChanged 1
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8295854 nChanged 2
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	Iteration 110Q: 3 clusters Score -8295855 nChanged 1
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	Iteration 111Q: 3 clusters Score -8295854 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8295853.500000 Penalty: 5348.630371
	Iteration 112Q: 3 clusters Score -8295854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -8295859.000000 Penalty: 5348.630371
	Iteration 113Q: 3 clusters Score -8295859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8295858.000000 Penalty: 5348.630371
	Iteration 114Q: 3 clusters Score -8295858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -8295850.000000 Penalty: 5348.630371
	Iteration 115Q: 3 clusters Score -8295850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -8295865.500000 Penalty: 5348.630371
	Iteration 116Q: 3 clusters Score -8295866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -8295858.000000 Penalty: 5348.630371
	Iteration 117Q: 3 clusters Score -8295858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -8295860.500000 Penalty: 5348.630371
	Iteration 118Q: 3 clusters Score -8295860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -8295864.000000 Penalty: 5348.630371
	Iteration 119Q: 3 clusters Score -8295864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -8295862.500000 Penalty: 5348.630371
	Iteration 120F: 3 clusters Score -8295862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -8295864.500000 Penalty: 5348.630371
	Iteration 121Q: 3 clusters Score -8295864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8295860.500000 Penalty: 5348.630371
	Iteration 122Q: 3 clusters Score -8295860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -8295863.000000 Penalty: 5348.630371
	Iteration 123Q: 3 clusters Score -8295863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -8295857.500000 Penalty: 5348.630371
	Iteration 124Q: 3 clusters Score -8295858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -8295867.500000 Penalty: 5348.630371
	Iteration 125Q: 3 clusters Score -8295868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -8295867.500000 Penalty: 5348.630371
	Iteration 126F: 3 clusters Score -8295868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 104198 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 105808 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Entering Unmasked Estep 
Score: -116610152.000000 Penalty: 66655.382812
Splitting cluster 3 changes total score from -116584936.000000 to -116610152.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (104198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Entering Unmasked Estep 
Score: -18418368.000000 Penalty: 2865.404053
	Iteration 0F: 2 clusters Score -1.841837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -18400060.000000 Penalty: 5730.808105
	Iteration 0F: 3 clusters Score -1.840006e+07 nChanged 49312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -18428740.000000 Penalty: 5730.808105
	Iteration 1F: 3 clusters Score -1.842874e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -18430874.000000 Penalty: 5730.808105
	Iteration 2F: 3 clusters Score -1.843087e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -18433752.000000 Penalty: 5730.808105
	Iteration 3F: 3 clusters Score -1.843375e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -18437594.000000 Penalty: 5730.808105
	Iteration 4F: 3 clusters Score -1.843759e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -18442892.000000 Penalty: 5730.808105
	Iteration 5F: 3 clusters Score -1.844289e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -18449156.000000 Penalty: 5730.808105
	Iteration 6F: 3 clusters Score -1.844916e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -18454976.000000 Penalty: 5730.808105
	Iteration 7F: 3 clusters Score -1.845498e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -18458062.000000 Penalty: 5730.808105
	Iteration 8F: 3 clusters Score -1.845806e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -18459604.000000 Penalty: 5730.808105
	Iteration 9Q: 3 clusters Score -1.84596e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -18461056.000000 Penalty: 5730.808105
	Iteration 10Q: 3 clusters Score -1.846106e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -18463026.000000 Penalty: 5730.808105
	Iteration 11Q: 3 clusters Score -1.846303e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -18465838.000000 Penalty: 5730.808105
	Iteration 12Q: 3 clusters Score -1.846584e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -18469550.000000 Penalty: 5730.808105
	Iteration 13Q: 3 clusters Score -1.846955e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -18473542.000000 Penalty: 5730.808105
	Iteration 14Q: 3 clusters Score -1.847354e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -18476576.000000 Penalty: 5730.808105
	Iteration 15Q: 3 clusters Score -1.847658e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -18478560.000000 Penalty: 5730.808105
	Iteration 16Q: 3 clusters Score -1.847856e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -18479902.000000 Penalty: 5730.808105
	Iteration 17Q: 3 clusters Score -1.84799e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -18480680.000000 Penalty: 5730.808105
	Iteration 18Q: 3 clusters Score -1.848068e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -18481190.000000 Penalty: 5730.808105
	Iteration 19Q: 3 clusters Score -1.848119e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -18482704.000000 Penalty: 5730.808105
	Iteration 20F: 3 clusters Score -1.84827e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -18484732.000000 Penalty: 5730.808105
	Iteration 21Q: 3 clusters Score -1.848473e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -18486000.000000 Penalty: 5730.808105
	Iteration 22Q: 3 clusters Score -1.8486e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -18486678.000000 Penalty: 5730.808105
	Iteration 23Q: 3 clusters Score -1.848668e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -18486984.000000 Penalty: 5730.808105
	Iteration 24Q: 3 clusters Score -1.848698e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -18487024.000000 Penalty: 5730.808105
	Iteration 25Q: 3 clusters Score -1.848702e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -18487068.000000 Penalty: 5730.808105
	Iteration 26Q: 3 clusters Score -1.848707e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -18487082.000000 Penalty: 5730.808105
	Iteration 27Q: 3 clusters Score -1.848708e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -18487094.000000 Penalty: 5730.808105
	Iteration 28Q: 3 clusters Score -1.848709e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -18487104.000000 Penalty: 5730.808105
	Iteration 29Q: 3 clusters Score -1.84871e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -18487116.000000 Penalty: 5730.808105
	Iteration 30Q: 3 clusters Score -1.848712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -18487084.000000 Penalty: 5730.808105
	Iteration 31Q: 3 clusters Score -1.848708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -18487076.000000 Penalty: 5730.808105
	Iteration 32Q: 3 clusters Score -1.848708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -18487054.000000 Penalty: 5730.808105
	Iteration 33Q: 3 clusters Score -1.848705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -18487066.000000 Penalty: 5730.808105
	Iteration 34Q: 3 clusters Score -1.848707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -18487072.000000 Penalty: 5730.808105
	Iteration 35Q: 3 clusters Score -1.848707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -18487082.000000 Penalty: 5730.808105
	Iteration 36Q: 3 clusters Score -1.848708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -18487072.000000 Penalty: 5730.808105
	Iteration 37Q: 3 clusters Score -1.848707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -18487072.000000 Penalty: 5730.808105
	Iteration 38Q: 3 clusters Score -1.848707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -18487048.000000 Penalty: 5730.808105
	Iteration 39Q: 3 clusters Score -1.848705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -18487048.000000 Penalty: 5730.808105
	Iteration 40F: 3 clusters Score -1.848705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -18487070.000000 Penalty: 5730.808105
	Iteration 41Q: 3 clusters Score -1.848707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -18487052.000000 Penalty: 5730.808105
	Iteration 42Q: 3 clusters Score -1.848705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -18487066.000000 Penalty: 5730.808105
	Iteration 43Q: 3 clusters Score -1.848707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -18487066.000000 Penalty: 5730.808105
	Iteration 44Q: 3 clusters Score -1.848707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -18487024.000000 Penalty: 5730.808105
	Iteration 45Q: 3 clusters Score -1.848702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -18487030.000000 Penalty: 5730.808105
	Iteration 46Q: 3 clusters Score -1.848703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -18487054.000000 Penalty: 5730.808105
	Iteration 47Q: 3 clusters Score -1.848705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -18487050.000000 Penalty: 5730.808105
	Iteration 48Q: 3 clusters Score -1.848705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -18487030.000000 Penalty: 5730.808105
	Iteration 49Q: 3 clusters Score -1.848703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -18487030.000000 Penalty: 5730.808105
	Iteration 50F: 3 clusters Score -1.848703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 105808 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Entering Unmasked Estep 
Score: -116677096.000000 Penalty: 69988.148438
Splitting cluster 4 changes total score from -116584936.000000 to -116677096.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (105808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Entering Unmasked Estep 
Score: -19006180.000000 Penalty: 2869.206543
	Iteration 0F: 2 clusters Score -1.900618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -18997844.000000 Penalty: 5738.413086
	Iteration 0F: 3 clusters Score -1.899784e+07 nChanged 49844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -19026446.000000 Penalty: 5738.413086
	Iteration 1F: 3 clusters Score -1.902645e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -19027806.000000 Penalty: 5738.413086
	Iteration 2Q: 3 clusters Score -1.902781e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -19029368.000000 Penalty: 5738.413086
	Iteration 3Q: 3 clusters Score -1.902937e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -19031244.000000 Penalty: 5738.413086
	Iteration 4Q: 3 clusters Score -1.903124e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -19033974.000000 Penalty: 5738.413086
	Iteration 5Q: 3 clusters Score -1.903397e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -19037364.000000 Penalty: 5738.413086
	Iteration 6F: 3 clusters Score -1.903736e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -19041552.000000 Penalty: 5738.413086
	Iteration 7F: 3 clusters Score -1.904155e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -19045050.000000 Penalty: 5738.413086
	Iteration 8F: 3 clusters Score -1.904505e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -19047474.000000 Penalty: 5738.413086
	Iteration 9Q: 3 clusters Score -1.904747e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -19048022.000000 Penalty: 5738.413086
	Iteration 10Q: 3 clusters Score -1.904802e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -19048136.000000 Penalty: 5738.413086
	Iteration 11Q: 3 clusters Score -1.904814e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -19048064.000000 Penalty: 5738.413086
	Iteration 12Q: 3 clusters Score -1.904806e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -19048070.000000 Penalty: 5738.413086
	Iteration 13Q: 3 clusters Score -1.904807e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -19048084.000000 Penalty: 5738.413086
	Iteration 14Q: 3 clusters Score -1.904808e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -19048088.000000 Penalty: 5738.413086
	Iteration 15Q: 3 clusters Score -1.904809e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -19048174.000000 Penalty: 5738.413086
	Iteration 16Q: 3 clusters Score -1.904817e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -19048156.000000 Penalty: 5738.413086
	Iteration 17Q: 3 clusters Score -1.904816e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -19048152.000000 Penalty: 5738.413086
	Iteration 18Q: 3 clusters Score -1.904815e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -19048202.000000 Penalty: 5738.413086
	Iteration 19Q: 3 clusters Score -1.90482e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -19048134.000000 Penalty: 5738.413086
	Iteration 20F: 3 clusters Score -1.904813e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -19048126.000000 Penalty: 5738.413086
	Iteration 21Q: 3 clusters Score -1.904813e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -19048158.000000 Penalty: 5738.413086
	Iteration 22Q: 3 clusters Score -1.904816e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -19048140.000000 Penalty: 5738.413086
	Iteration 23Q: 3 clusters Score -1.904814e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -19047998.000000 Penalty: 5738.413086
	Iteration 24Q: 3 clusters Score -1.9048e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -19047980.000000 Penalty: 5738.413086
	Iteration 25Q: 3 clusters Score -1.904798e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -19047970.000000 Penalty: 5738.413086
	Iteration 26Q: 3 clusters Score -1.904797e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -19047922.000000 Penalty: 5738.413086
	Iteration 27Q: 3 clusters Score -1.904792e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -19047902.000000 Penalty: 5738.413086
	Iteration 28Q: 3 clusters Score -1.90479e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -19048002.000000 Penalty: 5738.413086
	Iteration 29Q: 3 clusters Score -1.9048e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -19048064.000000 Penalty: 5738.413086
	Iteration 30Q: 3 clusters Score -1.904806e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -19048056.000000 Penalty: 5738.413086
	Iteration 31Q: 3 clusters Score -1.904806e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -19048104.000000 Penalty: 5738.413086
	Iteration 32Q: 3 clusters Score -1.90481e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -19048074.000000 Penalty: 5738.413086
	Iteration 33Q: 3 clusters Score -1.904807e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -19048078.000000 Penalty: 5738.413086
	Iteration 34Q: 3 clusters Score -1.904808e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -19048122.000000 Penalty: 5738.413086
	Iteration 35Q: 3 clusters Score -1.904812e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -19048208.000000 Penalty: 5738.413086
	Iteration 36Q: 3 clusters Score -1.904821e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -19048248.000000 Penalty: 5738.413086
	Iteration 37Q: 3 clusters Score -1.904825e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -19048268.000000 Penalty: 5738.413086
	Iteration 38Q: 3 clusters Score -1.904827e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -19048330.000000 Penalty: 5738.413086
	Iteration 39Q: 3 clusters Score -1.904833e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -19048318.000000 Penalty: 5738.413086
	Iteration 40F: 3 clusters Score -1.904832e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -19048392.000000 Penalty: 5738.413086
	Iteration 41Q: 3 clusters Score -1.904839e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -19048390.000000 Penalty: 5738.413086
	Iteration 42Q: 3 clusters Score -1.904839e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -19048412.000000 Penalty: 5738.413086
	Iteration 43Q: 3 clusters Score -1.904841e+07 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -19048476.000000 Penalty: 5738.413086
	Iteration 44Q: 3 clusters Score -1.904848e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -19048454.000000 Penalty: 5738.413086
	Iteration 45Q: 3 clusters Score -1.904845e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -19048502.000000 Penalty: 5738.413086
	Iteration 46Q: 3 clusters Score -1.90485e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -19048548.000000 Penalty: 5738.413086
	Iteration 47Q: 3 clusters Score -1.904855e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -19048570.000000 Penalty: 5738.413086
	Iteration 48Q: 3 clusters Score -1.904857e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -19048578.000000 Penalty: 5738.413086
	Iteration 49Q: 3 clusters Score -1.904858e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -19048642.000000 Penalty: 5738.413086
	Iteration 50Q: 3 clusters Score -1.904864e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -19048668.000000 Penalty: 5738.413086
	Iteration 51Q: 3 clusters Score -1.904867e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -19048648.000000 Penalty: 5738.413086
	Iteration 52Q: 3 clusters Score -1.904865e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -19048688.000000 Penalty: 5738.413086
	Iteration 53Q: 3 clusters Score -1.904869e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -19048666.000000 Penalty: 5738.413086
	Iteration 54Q: 3 clusters Score -1.904867e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -19048728.000000 Penalty: 5738.413086
	Iteration 55Q: 3 clusters Score -1.904873e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -19048766.000000 Penalty: 5738.413086
	Iteration 56Q: 3 clusters Score -1.904877e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -19048736.000000 Penalty: 5738.413086
	Iteration 57Q: 3 clusters Score -1.904874e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -19048814.000000 Penalty: 5738.413086
	Iteration 58Q: 3 clusters Score -1.904881e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -19048788.000000 Penalty: 5738.413086
	Iteration 59Q: 3 clusters Score -1.904879e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -19048794.000000 Penalty: 5738.413086
	Iteration 60F: 3 clusters Score -1.904879e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -19048822.000000 Penalty: 5738.413086
	Iteration 61Q: 3 clusters Score -1.904882e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -19048850.000000 Penalty: 5738.413086
	Iteration 62Q: 3 clusters Score -1.904885e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -19048840.000000 Penalty: 5738.413086
	Iteration 63Q: 3 clusters Score -1.904884e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -19048844.000000 Penalty: 5738.413086
	Iteration 64Q: 3 clusters Score -1.904884e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -19048874.000000 Penalty: 5738.413086
	Iteration 65Q: 3 clusters Score -1.904887e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -19048896.000000 Penalty: 5738.413086
	Iteration 66Q: 3 clusters Score -1.90489e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -19049002.000000 Penalty: 5738.413086
	Iteration 67Q: 3 clusters Score -1.9049e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -19049016.000000 Penalty: 5738.413086
	Iteration 68Q: 3 clusters Score -1.904902e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -19049136.000000 Penalty: 5738.413086
	Iteration 69Q: 3 clusters Score -1.904914e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -19049232.000000 Penalty: 5738.413086
	Iteration 70Q: 3 clusters Score -1.904923e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -19049224.000000 Penalty: 5738.413086
	Iteration 71Q: 3 clusters Score -1.904922e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -19049294.000000 Penalty: 5738.413086
	Iteration 72Q: 3 clusters Score -1.904929e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -19049326.000000 Penalty: 5738.413086
	Iteration 73Q: 3 clusters Score -1.904933e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -19049340.000000 Penalty: 5738.413086
	Iteration 74Q: 3 clusters Score -1.904934e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -19049336.000000 Penalty: 5738.413086
	Iteration 75Q: 3 clusters Score -1.904934e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -19049338.000000 Penalty: 5738.413086
	Iteration 76Q: 3 clusters Score -1.904934e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -19049370.000000 Penalty: 5738.413086
	Iteration 77Q: 3 clusters Score -1.904937e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -19049422.000000 Penalty: 5738.413086
	Iteration 78Q: 3 clusters Score -1.904942e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -19049466.000000 Penalty: 5738.413086
	Iteration 79Q: 3 clusters Score -1.904947e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -19049548.000000 Penalty: 5738.413086
	Iteration 80F: 3 clusters Score -1.904955e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -19049560.000000 Penalty: 5738.413086
	Iteration 81Q: 3 clusters Score -1.904956e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -19049574.000000 Penalty: 5738.413086
	Iteration 82Q: 3 clusters Score -1.904957e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -19049654.000000 Penalty: 5738.413086
	Iteration 83Q: 3 clusters Score -1.904965e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -19049614.000000 Penalty: 5738.413086
	Iteration 84Q: 3 clusters Score -1.904961e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -19049586.000000 Penalty: 5738.413086
	Iteration 85Q: 3 clusters Score -1.904959e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -19049630.000000 Penalty: 5738.413086
	Iteration 86Q: 3 clusters Score -1.904963e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -19049620.000000 Penalty: 5738.413086
	Iteration 87Q: 3 clusters Score -1.904962e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -19049640.000000 Penalty: 5738.413086
	Iteration 88Q: 3 clusters Score -1.904964e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -19049668.000000 Penalty: 5738.413086
	Iteration 89Q: 3 clusters Score -1.904967e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -19049672.000000 Penalty: 5738.413086
	Iteration 90Q: 3 clusters Score -1.904967e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -19049720.000000 Penalty: 5738.413086
	Iteration 91Q: 3 clusters Score -1.904972e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -19049680.000000 Penalty: 5738.413086
	Iteration 92Q: 3 clusters Score -1.904968e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -19049756.000000 Penalty: 5738.413086
	Iteration 93Q: 3 clusters Score -1.904976e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -19049758.000000 Penalty: 5738.413086
	Iteration 94Q: 3 clusters Score -1.904976e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -19049780.000000 Penalty: 5738.413086
	Iteration 95Q: 3 clusters Score -1.904978e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -19049864.000000 Penalty: 5738.413086
	Iteration 96Q: 3 clusters Score -1.904986e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -19049828.000000 Penalty: 5738.413086
	Iteration 97Q: 3 clusters Score -1.904983e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -19049856.000000 Penalty: 5738.413086
	Iteration 98Q: 3 clusters Score -1.904986e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -19049926.000000 Penalty: 5738.413086
	Iteration 99Q: 3 clusters Score -1.904993e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -19049878.000000 Penalty: 5738.413086
	Iteration 100F: 3 clusters Score -1.904988e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -19049882.000000 Penalty: 5738.413086
	Iteration 101Q: 3 clusters Score -1.904988e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -19049892.000000 Penalty: 5738.413086
	Iteration 102Q: 3 clusters Score -1.904989e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -19049952.000000 Penalty: 5738.413086
	Iteration 103Q: 3 clusters Score -1.904995e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -19049908.000000 Penalty: 5738.413086
	Iteration 104Q: 3 clusters Score -1.904991e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -19049870.000000 Penalty: 5738.413086
	Iteration 105Q: 3 clusters Score -1.904987e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -19049906.000000 Penalty: 5738.413086
	Iteration 106Q: 3 clusters Score -1.904991e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -19049988.000000 Penalty: 5738.413086
	Iteration 107Q: 3 clusters Score -1.904999e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -19049966.000000 Penalty: 5738.413086
	Iteration 108Q: 3 clusters Score -1.904997e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -19049992.000000 Penalty: 5738.413086
	Iteration 109Q: 3 clusters Score -1.904999e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -19050068.000000 Penalty: 5738.413086
	Iteration 110Q: 3 clusters Score -1.905007e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -19050132.000000 Penalty: 5738.413086
	Iteration 111Q: 3 clusters Score -1.905013e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -19050110.000000 Penalty: 5738.413086
	Iteration 112Q: 3 clusters Score -1.905011e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.905011e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -19050108.000000 Penalty: 5738.413086
	Iteration 114Q: 3 clusters Score -1.905011e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -19050126.000000 Penalty: 5738.413086
	Iteration 115Q: 3 clusters Score -1.905013e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -19050076.000000 Penalty: 5738.413086
	Iteration 116Q: 3 clusters Score -1.905008e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -19050154.000000 Penalty: 5738.413086
	Iteration 117Q: 3 clusters Score -1.905015e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -19050132.000000 Penalty: 5738.413086
	Iteration 118Q: 3 clusters Score -1.905013e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -19050126.000000 Penalty: 5738.413086
	Iteration 119Q: 3 clusters Score -1.905013e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -19050084.000000 Penalty: 5738.413086
	Iteration 120F: 3 clusters Score -1.905008e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -19050138.000000 Penalty: 5738.413086
	Iteration 121Q: 3 clusters Score -1.905014e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -19050120.000000 Penalty: 5738.413086
	Iteration 122Q: 3 clusters Score -1.905012e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -19050110.000000 Penalty: 5738.413086
	Iteration 123Q: 3 clusters Score -1.905011e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -19050086.000000 Penalty: 5738.413086
	Iteration 124Q: 3 clusters Score -1.905009e+07 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -19050052.000000 Penalty: 5738.413086
	Iteration 125Q: 3 clusters Score -1.905005e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -19050004.000000 Penalty: 5738.413086
	Iteration 126Q: 3 clusters Score -1.905e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -19049996.000000 Penalty: 5738.413086
	Iteration 127Q: 3 clusters Score -1.905e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -19049966.000000 Penalty: 5738.413086
	Iteration 128Q: 3 clusters Score -1.904997e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.905005e+07 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -19050034.000000 Penalty: 5738.413086
	Iteration 130Q: 3 clusters Score -1.905003e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -19050084.000000 Penalty: 5738.413086
	Iteration 131Q: 3 clusters Score -1.905008e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -19050062.000000 Penalty: 5738.413086
	Iteration 132Q: 3 clusters Score -1.905006e+07 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -19050068.000000 Penalty: 5738.413086
	Iteration 133Q: 3 clusters Score -1.905007e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -19050080.000000 Penalty: 5738.413086
	Iteration 134Q: 3 clusters Score -1.905008e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.90501e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.904998e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -19050004.000000 Penalty: 5738.413086
	Iteration 137Q: 3 clusters Score -1.905e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.905005e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.904998e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -19049990.000000 Penalty: 5738.413086
	Iteration 140F: 3 clusters Score -1.904999e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.904998e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -19050064.000000 Penalty: 5738.413086
	Iteration 142Q: 3 clusters Score -1.905006e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -19050038.000000 Penalty: 5738.413086
	Iteration 143Q: 3 clusters Score -1.905004e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -19050078.000000 Penalty: 5738.413086
	Iteration 144Q: 3 clusters Score -1.905008e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -19050018.000000 Penalty: 5738.413086
	Iteration 145Q: 3 clusters Score -1.905002e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -19049988.000000 Penalty: 5738.413086
	Iteration 146Q: 3 clusters Score -1.904999e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -19049996.000000 Penalty: 5738.413086
	Iteration 147Q: 3 clusters Score -1.905e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -19049886.000000 Penalty: 5738.413086
	Iteration 148Q: 3 clusters Score -1.904989e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -19049870.000000 Penalty: 5738.413086
	Iteration 149Q: 3 clusters Score -1.904987e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -19049894.000000 Penalty: 5738.413086
	Iteration 150Q: 3 clusters Score -1.904989e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -19049884.000000 Penalty: 5738.413086
	Iteration 151Q: 3 clusters Score -1.904988e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -19049832.000000 Penalty: 5738.413086
	Iteration 152Q: 3 clusters Score -1.904983e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.904989e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -19049912.000000 Penalty: 5738.413086
	Iteration 154Q: 3 clusters Score -1.904991e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -19049916.000000 Penalty: 5738.413086
	Iteration 155Q: 3 clusters Score -1.904992e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -19049900.000000 Penalty: 5738.413086
	Iteration 156Q: 3 clusters Score -1.90499e+07 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -19049926.000000 Penalty: 5738.413086
	Iteration 157Q: 3 clusters Score -1.904993e+07 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -19049942.000000 Penalty: 5738.413086
	Iteration 158Q: 3 clusters Score -1.904994e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -19049944.000000 Penalty: 5738.413086
	Iteration 159Q: 3 clusters Score -1.904994e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -19049968.000000 Penalty: 5738.413086
	Iteration 160F: 3 clusters Score -1.904997e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -19049908.000000 Penalty: 5738.413086
	Iteration 161Q: 3 clusters Score -1.904991e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -19049956.000000 Penalty: 5738.413086
	Iteration 162Q: 3 clusters Score -1.904996e+07 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -19049972.000000 Penalty: 5738.413086
	Iteration 163Q: 3 clusters Score -1.904997e+07 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.905e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -19049994.000000 Penalty: 5738.413086
	Iteration 165Q: 3 clusters Score -1.904999e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -19050010.000000 Penalty: 5738.413086
	Iteration 166Q: 3 clusters Score -1.905001e+07 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -19050016.000000 Penalty: 5738.413086
	Iteration 167Q: 3 clusters Score -1.905002e+07 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -19050036.000000 Penalty: 5738.413086
	Iteration 168Q: 3 clusters Score -1.905004e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.904999e+07 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -19049944.000000 Penalty: 5738.413086
	Iteration 170Q: 3 clusters Score -1.904994e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -19049956.000000 Penalty: 5738.413086
	Iteration 171Q: 3 clusters Score -1.904996e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -19050022.000000 Penalty: 5738.413086
	Iteration 172Q: 3 clusters Score -1.905002e+07 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -19050016.000000 Penalty: 5738.413086
	Iteration 173Q: 3 clusters Score -1.905002e+07 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -19050034.000000 Penalty: 5738.413086
	Iteration 174Q: 3 clusters Score -1.905003e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.904999e+07 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.905001e+07 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.905007e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -19050046.000000 Penalty: 5738.413086
	Iteration 178Q: 3 clusters Score -1.905005e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -19050066.000000 Penalty: 5738.413086
	Iteration 179Q: 3 clusters Score -1.905007e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -19050090.000000 Penalty: 5738.413086
	Iteration 180F: 3 clusters Score -1.905009e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.905007e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -19050046.000000 Penalty: 5738.413086
	Iteration 182Q: 3 clusters Score -1.905005e+07 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -19050090.000000 Penalty: 5738.413086
	Iteration 183Q: 3 clusters Score -1.905009e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -19049988.000000 Penalty: 5738.413086
	Iteration 184Q: 3 clusters Score -1.904999e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -19049990.000000 Penalty: 5738.413086
	Iteration 185Q: 3 clusters Score -1.904999e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -19049938.000000 Penalty: 5738.413086
	Iteration 186Q: 3 clusters Score -1.904994e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -19049912.000000 Penalty: 5738.413086
	Iteration 187Q: 3 clusters Score -1.904991e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -19049924.000000 Penalty: 5738.413086
	Iteration 188Q: 3 clusters Score -1.904992e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -19049918.000000 Penalty: 5738.413086
	Iteration 189Q: 3 clusters Score -1.904992e+07 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.904996e+07 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -19049938.000000 Penalty: 5738.413086
	Iteration 191Q: 3 clusters Score -1.904994e+07 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.904989e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -19049868.000000 Penalty: 5738.413086
	Iteration 193Q: 3 clusters Score -1.904987e+07 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -19049872.000000 Penalty: 5738.413086
	Iteration 194Q: 3 clusters Score -1.904987e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.904984e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.904987e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.904987e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -19049920.000000 Penalty: 5738.413086
	Iteration 198Q: 3 clusters Score -1.904992e+07 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -19049906.000000 Penalty: 5738.413086
	Iteration 199Q: 3 clusters Score -1.904991e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -19049856.000000 Penalty: 5738.413086
	Iteration 200F: 3 clusters Score -1.904986e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.904985e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.904991e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -19049922.000000 Penalty: 5738.413086
	Iteration 203Q: 3 clusters Score -1.904992e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.904989e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.904985e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -19049814.000000 Penalty: 5738.413086
	Iteration 206Q: 3 clusters Score -1.904981e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.904985e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.904985e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.904977e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.904977e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.904977e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -19049836.000000 Penalty: 5738.413086
	Iteration 212Q: 3 clusters Score -1.904984e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -19049834.000000 Penalty: 5738.413086
	Iteration 213Q: 3 clusters Score -1.904983e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -19049816.000000 Penalty: 5738.413086
	Iteration 214Q: 3 clusters Score -1.904982e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.904981e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.904985e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.904986e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.904987e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.904984e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.904986e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.904987e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.904989e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.904989e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.904987e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.904989e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.904987e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.904984e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.904986e+07 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.904982e+07 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.904978e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -19049822.000000 Penalty: 5738.413086
	Iteration 231Q: 3 clusters Score -1.904982e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -19049830.000000 Penalty: 5738.413086
	Iteration 232Q: 3 clusters Score -1.904983e+07 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -19049810.000000 Penalty: 5738.413086
	Iteration 233Q: 3 clusters Score -1.904981e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.904984e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.904985e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.904988e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1.904988e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -19049962.000000 Penalty: 5738.413086
	Iteration 238Q: 3 clusters Score -1.904996e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -19049994.000000 Penalty: 5738.413086
	Iteration 239Q: 3 clusters Score -1.904999e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1.905001e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.905e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.904996e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.904994e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.904997e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.905003e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.905004e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.905001e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.905002e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.905004e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.905002e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.904996e+07 nChanged 81
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.904995e+07 nChanged 90
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.904993e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -19049936.000000 Penalty: 5738.413086
	Iteration 254Q: 3 clusters Score -1.904994e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1.904992e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1.904993e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1.904991e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.904995e+07 nChanged 80
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1.904996e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -19049974.000000 Penalty: 5738.413086
	Iteration 260F: 3 clusters Score -1.904997e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.904996e+07 nChanged 72
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.904995e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.904992e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1.904988e+07 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1.90499e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.904987e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -19049844.000000 Penalty: 5738.413086
	Iteration 267Q: 3 clusters Score -1.904984e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.904984e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1.904984e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -19049848.000000 Penalty: 5738.413086
	Iteration 270Q: 3 clusters Score -1.904985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1.904985e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5738.413086
	Iteration 272Q: 3 clusters Score -1.904986e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -19049822.000000 Penalty: 5738.413086
	Iteration 273Q: 3 clusters Score -1.904982e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -19049820.000000 Penalty: 5738.413086
	Iteration 274Q: 3 clusters Score -1.904982e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 275Q: 3 clusters Score -1.904983e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -19049812.000000 Penalty: 5738.413086
	Iteration 276Q: 3 clusters Score -1.904981e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -19049840.000000 Penalty: 5738.413086
	Iteration 277Q: 3 clusters Score -1.904984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5738.413086
	Iteration 278Q: 3 clusters Score -1.904986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -19049862.000000 Penalty: 5738.413086
	Iteration 279Q: 3 clusters Score -1.904986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -19049838.000000 Penalty: 5738.413086
	Iteration 280F: 3 clusters Score -1.904984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -19049876.000000 Penalty: 5738.413086
	Iteration 281Q: 3 clusters Score -1.904988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5738.413086
	Iteration 282Q: 3 clusters Score -1.904986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -19049840.000000 Penalty: 5738.413086
	Iteration 283Q: 3 clusters Score -1.904984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -19049832.000000 Penalty: 5738.413086
	Iteration 284Q: 3 clusters Score -1.904983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -19049816.000000 Penalty: 5738.413086
	Iteration 285Q: 3 clusters Score -1.904982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -19049798.000000 Penalty: 5738.413086
	Iteration 286Q: 3 clusters Score -1.90498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -19049840.000000 Penalty: 5738.413086
	Iteration 287Q: 3 clusters Score -1.904984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -19049818.000000 Penalty: 5738.413086
	Iteration 288Q: 3 clusters Score -1.904982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -19049798.000000 Penalty: 5738.413086
	Iteration 289Q: 3 clusters Score -1.90498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -19049816.000000 Penalty: 5738.413086
	Iteration 290Q: 3 clusters Score -1.904982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -19049824.000000 Penalty: 5738.413086
	Iteration 291Q: 3 clusters Score -1.904982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -19049814.000000 Penalty: 5738.413086
	Iteration 292Q: 3 clusters Score -1.904981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -19049786.000000 Penalty: 5738.413086
	Iteration 293Q: 3 clusters Score -1.904979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -19049768.000000 Penalty: 5738.413086
	Iteration 294Q: 3 clusters Score -1.904977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -19049788.000000 Penalty: 5738.413086
	Iteration 295Q: 3 clusters Score -1.904979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 296Q: 3 clusters Score -1.904983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -19049810.000000 Penalty: 5738.413086
	Iteration 297Q: 3 clusters Score -1.904981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -19049814.000000 Penalty: 5738.413086
	Iteration 298Q: 3 clusters Score -1.904981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -19049810.000000 Penalty: 5738.413086
	Iteration 299Q: 3 clusters Score -1.904981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -19049812.000000 Penalty: 5738.413086
	Iteration 300F: 3 clusters Score -1.904981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -19049822.000000 Penalty: 5738.413086
	Iteration 301Q: 3 clusters Score -1.904982e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -19049834.000000 Penalty: 5738.413086
	Iteration 302Q: 3 clusters Score -1.904983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -19049872.000000 Penalty: 5738.413086
	Iteration 303Q: 3 clusters Score -1.904987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -19049876.000000 Penalty: 5738.413086
	Iteration 304Q: 3 clusters Score -1.904988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -19049840.000000 Penalty: 5738.413086
	Iteration 305Q: 3 clusters Score -1.904984e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -19049872.000000 Penalty: 5738.413086
	Iteration 306Q: 3 clusters Score -1.904987e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -19049852.000000 Penalty: 5738.413086
	Iteration 307Q: 3 clusters Score -1.904985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -19049852.000000 Penalty: 5738.413086
	Iteration 308Q: 3 clusters Score -1.904985e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -19049862.000000 Penalty: 5738.413086
	Iteration 309Q: 3 clusters Score -1.904986e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -19049846.000000 Penalty: 5738.413086
	Iteration 310Q: 3 clusters Score -1.904985e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -19049848.000000 Penalty: 5738.413086
	Iteration 311Q: 3 clusters Score -1.904985e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -19049828.000000 Penalty: 5738.413086
	Iteration 312Q: 3 clusters Score -1.904983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 313Q: 3 clusters Score -1.904983e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5738.413086
	Iteration 314Q: 3 clusters Score -1.904986e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -19049876.000000 Penalty: 5738.413086
	Iteration 315Q: 3 clusters Score -1.904988e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -19049864.000000 Penalty: 5738.413086
	Iteration 316Q: 3 clusters Score -1.904986e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -19049876.000000 Penalty: 5738.413086
	Iteration 317Q: 3 clusters Score -1.904988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -19049882.000000 Penalty: 5738.413086
	Iteration 318Q: 3 clusters Score -1.904988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -19049844.000000 Penalty: 5738.413086
	Iteration 319Q: 3 clusters Score -1.904984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -19049854.000000 Penalty: 5738.413086
	Iteration 320F: 3 clusters Score -1.904985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -19049844.000000 Penalty: 5738.413086
	Iteration 321Q: 3 clusters Score -1.904984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -19049818.000000 Penalty: 5738.413086
	Iteration 322Q: 3 clusters Score -1.904982e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -19049832.000000 Penalty: 5738.413086
	Iteration 323Q: 3 clusters Score -1.904983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -19049828.000000 Penalty: 5738.413086
	Iteration 324Q: 3 clusters Score -1.904983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -19049860.000000 Penalty: 5738.413086
	Iteration 325Q: 3 clusters Score -1.904986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -19049854.000000 Penalty: 5738.413086
	Iteration 326Q: 3 clusters Score -1.904985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 327Q: 3 clusters Score -1.904983e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -19049796.000000 Penalty: 5738.413086
	Iteration 328Q: 3 clusters Score -1.90498e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -19049812.000000 Penalty: 5738.413086
	Iteration 329Q: 3 clusters Score -1.904981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -19049820.000000 Penalty: 5738.413086
	Iteration 330Q: 3 clusters Score -1.904982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -19049820.000000 Penalty: 5738.413086
	Iteration 331Q: 3 clusters Score -1.904982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -19049818.000000 Penalty: 5738.413086
	Iteration 332Q: 3 clusters Score -1.904982e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -19049810.000000 Penalty: 5738.413086
	Iteration 333Q: 3 clusters Score -1.904981e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 334Q: 3 clusters Score -1.904983e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -19049822.000000 Penalty: 5738.413086
	Iteration 335Q: 3 clusters Score -1.904982e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -19049866.000000 Penalty: 5738.413086
	Iteration 336Q: 3 clusters Score -1.904987e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -19049838.000000 Penalty: 5738.413086
	Iteration 337Q: 3 clusters Score -1.904984e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -19049808.000000 Penalty: 5738.413086
	Iteration 338Q: 3 clusters Score -1.904981e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -1.904981e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -19049816.000000 Penalty: 5738.413086
	Iteration 340F: 3 clusters Score -1.904982e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -1.904982e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -19049832.000000 Penalty: 5738.413086
	Iteration 342Q: 3 clusters Score -1.904983e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -19049820.000000 Penalty: 5738.413086
	Iteration 343Q: 3 clusters Score -1.904982e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -19049778.000000 Penalty: 5738.413086
	Iteration 344Q: 3 clusters Score -1.904978e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -19049768.000000 Penalty: 5738.413086
	Iteration 345Q: 3 clusters Score -1.904977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -19049820.000000 Penalty: 5738.413086
	Iteration 346Q: 3 clusters Score -1.904982e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -19049826.000000 Penalty: 5738.413086
	Iteration 347Q: 3 clusters Score -1.904983e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -19049872.000000 Penalty: 5738.413086
	Iteration 348Q: 3 clusters Score -1.904987e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -19049834.000000 Penalty: 5738.413086
	Iteration 349Q: 3 clusters Score -1.904983e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -1.904982e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -1.904976e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -19049802.000000 Penalty: 5738.413086
	Iteration 352Q: 3 clusters Score -1.90498e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -19049776.000000 Penalty: 5738.413086
	Iteration 353Q: 3 clusters Score -1.904978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -19049716.000000 Penalty: 5738.413086
	Iteration 354Q: 3 clusters Score -1.904972e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -19049744.000000 Penalty: 5738.413086
	Iteration 355Q: 3 clusters Score -1.904974e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -19049710.000000 Penalty: 5738.413086
	Iteration 356Q: 3 clusters Score -1.904971e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -19049676.000000 Penalty: 5738.413086
	Iteration 357Q: 3 clusters Score -1.904968e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -19049656.000000 Penalty: 5738.413086
	Iteration 358Q: 3 clusters Score -1.904966e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -19049692.000000 Penalty: 5738.413086
	Iteration 359Q: 3 clusters Score -1.904969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -19049702.000000 Penalty: 5738.413086
	Iteration 360F: 3 clusters Score -1.90497e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -19049702.000000 Penalty: 5738.413086
	Iteration 361Q: 3 clusters Score -1.90497e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -19049696.000000 Penalty: 5738.413086
	Iteration 362Q: 3 clusters Score -1.90497e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -19049714.000000 Penalty: 5738.413086
	Iteration 363Q: 3 clusters Score -1.904971e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -19049700.000000 Penalty: 5738.413086
	Iteration 364Q: 3 clusters Score -1.90497e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -19049684.000000 Penalty: 5738.413086
	Iteration 365Q: 3 clusters Score -1.904968e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -19049674.000000 Penalty: 5738.413086
	Iteration 366Q: 3 clusters Score -1.904967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -19049680.000000 Penalty: 5738.413086
	Iteration 367Q: 3 clusters Score -1.904968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -19049726.000000 Penalty: 5738.413086
	Iteration 368Q: 3 clusters Score -1.904973e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -19049688.000000 Penalty: 5738.413086
	Iteration 369Q: 3 clusters Score -1.904969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -19049692.000000 Penalty: 5738.413086
	Iteration 370Q: 3 clusters Score -1.904969e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -19049694.000000 Penalty: 5738.413086
	Iteration 371Q: 3 clusters Score -1.904969e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -19049702.000000 Penalty: 5738.413086
	Iteration 372Q: 3 clusters Score -1.90497e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -19049700.000000 Penalty: 5738.413086
	Iteration 373Q: 3 clusters Score -1.90497e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -19049702.000000 Penalty: 5738.413086
	Iteration 374Q: 3 clusters Score -1.90497e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -19049694.000000 Penalty: 5738.413086
	Iteration 375Q: 3 clusters Score -1.904969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -1.904969e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -19049706.000000 Penalty: 5738.413086
	Iteration 377Q: 3 clusters Score -1.904971e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -19049696.000000 Penalty: 5738.413086
	Iteration 378Q: 3 clusters Score -1.90497e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -19049712.000000 Penalty: 5738.413086
	Iteration 379Q: 3 clusters Score -1.904971e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -19049706.000000 Penalty: 5738.413086
	Iteration 380F: 3 clusters Score -1.904971e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -19049716.000000 Penalty: 5738.413086
	Iteration 381Q: 3 clusters Score -1.904972e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -1.904971e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -19049668.000000 Penalty: 5738.413086
	Iteration 383Q: 3 clusters Score -1.904967e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -19049654.000000 Penalty: 5738.413086
	Iteration 384Q: 3 clusters Score -1.904965e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -1.904967e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -1.904966e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -1.904968e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -1.904966e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -1.904967e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -1.904969e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -1.904968e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -1.904967e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -1.904967e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -1.904967e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -1.904969e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -1.904969e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -1.90497e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -1.904969e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -1.904966e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -1.904966e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -1.904971e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -1.904969e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -1.90497e+07 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -1.904971e+07 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -1.904972e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -1.904965e+07 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -1.904969e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -1.904969e+07 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -1.904968e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -1.904969e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -1.904966e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -1.904967e+07 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -1.904965e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50320 members 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -1.904964e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -1.904966e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -1.904962e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -1.904965e+07 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -1.904966e+07 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -1.904965e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -19049622.000000 Penalty: 5738.413086
	Iteration 420F: 3 clusters Score -1.904962e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -1.904969e+07 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -1.904969e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -1.904969e+07 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -1.904966e+07 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -1.904964e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -1.904966e+07 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -1.904966e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -1.904966e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -1.904965e+07 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -1.904966e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -1.904964e+07 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -1.904963e+07 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -1.90496e+07 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -1.90496e+07 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -1.90496e+07 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -1.90496e+07 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -1.904959e+07 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -1.904958e+07 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -1.904959e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -1.904961e+07 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -1.904961e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -1.904962e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -1.904961e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -1.904961e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -1.904958e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -1.904963e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 447Q: 3 clusters Score -1.904962e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -1.904963e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -1.904962e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -1.90496e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -1.904962e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -19049594.000000 Penalty: 5738.413086
	Iteration 453Q: 3 clusters Score -1.904959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -19049608.000000 Penalty: 5738.413086
	Iteration 454Q: 3 clusters Score -1.904961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -19049622.000000 Penalty: 5738.413086
	Iteration 455Q: 3 clusters Score -1.904962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -19049598.000000 Penalty: 5738.413086
	Iteration 456Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 457Q: 3 clusters Score -1.90496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 458Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -19049608.000000 Penalty: 5738.413086
	Iteration 459Q: 3 clusters Score -1.904961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -19049634.000000 Penalty: 5738.413086
	Iteration 460F: 3 clusters Score -1.904963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -19049612.000000 Penalty: 5738.413086
	Iteration 461Q: 3 clusters Score -1.904961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -19049586.000000 Penalty: 5738.413086
	Iteration 462Q: 3 clusters Score -1.904959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -19049634.000000 Penalty: 5738.413086
	Iteration 463Q: 3 clusters Score -1.904963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -19049582.000000 Penalty: 5738.413086
	Iteration 464Q: 3 clusters Score -1.904958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 465Q: 3 clusters Score -1.90496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 466Q: 3 clusters Score -1.90496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 467Q: 3 clusters Score -1.90496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -19049588.000000 Penalty: 5738.413086
	Iteration 468Q: 3 clusters Score -1.904959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -19049592.000000 Penalty: 5738.413086
	Iteration 469Q: 3 clusters Score -1.904959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -19049584.000000 Penalty: 5738.413086
	Iteration 470Q: 3 clusters Score -1.904958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -19049598.000000 Penalty: 5738.413086
	Iteration 471Q: 3 clusters Score -1.90496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -19049602.000000 Penalty: 5738.413086
	Iteration 472Q: 3 clusters Score -1.90496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -19049584.000000 Penalty: 5738.413086
	Iteration 473Q: 3 clusters Score -1.904958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 474Q: 3 clusters Score -1.90496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -19049592.000000 Penalty: 5738.413086
	Iteration 475Q: 3 clusters Score -1.904959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 476Q: 3 clusters Score -1.90496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -19049574.000000 Penalty: 5738.413086
	Iteration 477Q: 3 clusters Score -1.904957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -19049622.000000 Penalty: 5738.413086
	Iteration 478Q: 3 clusters Score -1.904962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -19049600.000000 Penalty: 5738.413086
	Iteration 479Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -19049584.000000 Penalty: 5738.413086
	Iteration 480F: 3 clusters Score -1.904958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -19049582.000000 Penalty: 5738.413086
	Iteration 481Q: 3 clusters Score -1.904958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 482Q: 3 clusters Score -1.90496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -19049602.000000 Penalty: 5738.413086
	Iteration 483Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -19049604.000000 Penalty: 5738.413086
	Iteration 484Q: 3 clusters Score -1.90496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -19049580.000000 Penalty: 5738.413086
	Iteration 485Q: 3 clusters Score -1.904958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 486Q: 3 clusters Score -1.90496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -19049590.000000 Penalty: 5738.413086
	Iteration 487Q: 3 clusters Score -1.904959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -19049602.000000 Penalty: 5738.413086
	Iteration 488Q: 3 clusters Score -1.90496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -19049616.000000 Penalty: 5738.413086
	Iteration 489Q: 3 clusters Score -1.904962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -19049598.000000 Penalty: 5738.413086
	Iteration 490Q: 3 clusters Score -1.90496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 491Q: 3 clusters Score -1.90496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -19049574.000000 Penalty: 5738.413086
	Iteration 492Q: 3 clusters Score -1.904957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -19049588.000000 Penalty: 5738.413086
	Iteration 493Q: 3 clusters Score -1.904959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -19049586.000000 Penalty: 5738.413086
	Iteration 494Q: 3 clusters Score -1.904959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -19049604.000000 Penalty: 5738.413086
	Iteration 495Q: 3 clusters Score -1.90496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -19049586.000000 Penalty: 5738.413086
	Iteration 496Q: 3 clusters Score -1.904959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -19049610.000000 Penalty: 5738.413086
	Iteration 497Q: 3 clusters Score -1.904961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -19049602.000000 Penalty: 5738.413086
	Iteration 498Q: 3 clusters Score -1.90496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -19049620.000000 Penalty: 5738.413086
	Iteration 499Q: 3 clusters Score -1.904962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -19049596.000000 Penalty: 5738.413086
	Iteration 500F: 3 clusters Score -1.90496e+07 nChanged 2
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Entering Unmasked Estep 
Score: -116719696.000000 Penalty: 73320.921875
Splitting cluster 6 changes total score from -116584936.000000 to -116719696.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (10646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10646 members 
Entering Unmasked Estep 
Score: -1640536.750000 Penalty: 2299.688965
	Iteration 0F: 2 clusters Score -1640537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1632682 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1639011 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1642060.125000 Penalty: 4599.377930
	Iteration 2F: 3 clusters Score -1642060 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1644128.875000 Penalty: 4599.377930
	Iteration 3F: 3 clusters Score -1644129 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1645269.125000 Penalty: 4599.377930
	Iteration 4F: 3 clusters Score -1645269 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1645945.500000 Penalty: 4599.377930
	Iteration 5Q: 3 clusters Score -1645946 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1646183.125000 Penalty: 4599.377930
	Iteration 6Q: 3 clusters Score -1646183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1646303.250000 Penalty: 4599.377930
	Iteration 7Q: 3 clusters Score -1646303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1646385.875000 Penalty: 4599.377930
	Iteration 8Q: 3 clusters Score -1646386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1646449.375000 Penalty: 4599.377930
	Iteration 9Q: 3 clusters Score -1646449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1646488.375000 Penalty: 4599.377930
	Iteration 10Q: 3 clusters Score -1646488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1646522.875000 Penalty: 4599.377930
	Iteration 11Q: 3 clusters Score -1646523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1646545.000000 Penalty: 4599.377930
	Iteration 12Q: 3 clusters Score -1646545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1646559.125000 Penalty: 4599.377930
	Iteration 13Q: 3 clusters Score -1646559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1646576.750000 Penalty: 4599.377930
	Iteration 14Q: 3 clusters Score -1646577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1646585.250000 Penalty: 4599.377930
	Iteration 15Q: 3 clusters Score -1646585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1646601.625000 Penalty: 4599.377930
	Iteration 16Q: 3 clusters Score -1646602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1646629.125000 Penalty: 4599.377930
	Iteration 17Q: 3 clusters Score -1646629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1646650.375000 Penalty: 4599.377930
	Iteration 18Q: 3 clusters Score -1646650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1646667.500000 Penalty: 4599.377930
	Iteration 19Q: 3 clusters Score -1646668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1646670.625000 Penalty: 4599.377930
	Iteration 20F: 3 clusters Score -1646671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1646684.250000 Penalty: 4599.377930
	Iteration 21Q: 3 clusters Score -1646684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1646706.875000 Penalty: 4599.377930
	Iteration 22Q: 3 clusters Score -1646707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1646714.750000 Penalty: 4599.377930
	Iteration 23Q: 3 clusters Score -1646715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1646737.750000 Penalty: 4599.377930
	Iteration 24Q: 3 clusters Score -1646738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1646748.375000 Penalty: 4599.377930
	Iteration 25Q: 3 clusters Score -1646748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1646754.125000 Penalty: 4599.377930
	Iteration 26Q: 3 clusters Score -1646754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1646762.000000 Penalty: 4599.377930
	Iteration 27Q: 3 clusters Score -1646762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1646767.500000 Penalty: 4599.377930
	Iteration 28Q: 3 clusters Score -1646768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1646764.875000 Penalty: 4599.377930
	Iteration 29Q: 3 clusters Score -1646765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1646768.375000 Penalty: 4599.377930
	Iteration 30Q: 3 clusters Score -1646768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1646770.875000 Penalty: 4599.377930
	Iteration 31Q: 3 clusters Score -1646771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1646774.750000 Penalty: 4599.377930
	Iteration 32Q: 3 clusters Score -1646775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1646777.750000 Penalty: 4599.377930
	Iteration 33Q: 3 clusters Score -1646778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1646778.000000 Penalty: 4599.377930
	Iteration 34Q: 3 clusters Score -1646778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1646778.000000 Penalty: 4599.377930
	Iteration 35Q: 3 clusters Score -1646778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1646783.625000 Penalty: 4599.377930
	Iteration 36Q: 3 clusters Score -1646784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1646782.500000 Penalty: 4599.377930
	Iteration 37Q: 3 clusters Score -1646782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1646785.625000 Penalty: 4599.377930
	Iteration 38Q: 3 clusters Score -1646786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1646789.375000 Penalty: 4599.377930
	Iteration 39Q: 3 clusters Score -1646789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1646788.375000 Penalty: 4599.377930
	Iteration 40F: 3 clusters Score -1646788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1646793.750000 Penalty: 4599.377930
	Iteration 41Q: 3 clusters Score -1646794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1646792.500000 Penalty: 4599.377930
	Iteration 42Q: 3 clusters Score -1646792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1646796.250000 Penalty: 4599.377930
	Iteration 43Q: 3 clusters Score -1646796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1646795.125000 Penalty: 4599.377930
	Iteration 44Q: 3 clusters Score -1646795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1646793.500000 Penalty: 4599.377930
	Iteration 45Q: 3 clusters Score -1646794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1646794.125000 Penalty: 4599.377930
	Iteration 46Q: 3 clusters Score -1646794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1646794.125000 Penalty: 4599.377930
	Iteration 47F: 3 clusters Score -1646794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 43424 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Entering Unmasked Estep 
Score: -116725000.000000 Penalty: 76653.687500
Splitting cluster 8 changes total score from -116584936.000000 to -116725000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (43424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Entering Unmasked Estep 
Score: -7507461.500000 Penalty: 2648.334229
	Iteration 0F: 2 clusters Score -7507462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -7480202.000000 Penalty: 5296.668457
	Iteration 0F: 3 clusters Score -7480202 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -7491352.000000 Penalty: 5296.668457
	Iteration 1F: 3 clusters Score -7491352 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -7492438.000000 Penalty: 5296.668457
	Iteration 2F: 3 clusters Score -7492438 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7493919.000000 Penalty: 5296.668457
	Iteration 3F: 3 clusters Score -7493919 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -7496465.500000 Penalty: 5296.668457
	Iteration 4F: 3 clusters Score -7496466 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7501544.000000 Penalty: 5296.668457
	Iteration 5F: 3 clusters Score -7501544 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -7508998.500000 Penalty: 5296.668457
	Iteration 6F: 3 clusters Score -7508998 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -7514985.500000 Penalty: 5296.668457
	Iteration 7F: 3 clusters Score -7514986 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7518978.500000 Penalty: 5296.668457
	Iteration 8F: 3 clusters Score -7518978 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7521119.000000 Penalty: 5296.668457
	Iteration 9F: 3 clusters Score -7521119 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7522306.000000 Penalty: 5296.668457
	Iteration 10Q: 3 clusters Score -7522306 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -7523029.000000 Penalty: 5296.668457
	Iteration 11Q: 3 clusters Score -7523029 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -7523543.500000 Penalty: 5296.668457
	Iteration 12Q: 3 clusters Score -7523544 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -7524125.000000 Penalty: 5296.668457
	Iteration 13Q: 3 clusters Score -7524125 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7524490.000000 Penalty: 5296.668457
	Iteration 14Q: 3 clusters Score -7524490 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -7524661.000000 Penalty: 5296.668457
	Iteration 15Q: 3 clusters Score -7524661 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -7524808.000000 Penalty: 5296.668457
	Iteration 16Q: 3 clusters Score -7524808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -7524986.500000 Penalty: 5296.668457
	Iteration 17Q: 3 clusters Score -7524986 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -7525227.500000 Penalty: 5296.668457
	Iteration 18Q: 3 clusters Score -7525228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -7525591.000000 Penalty: 5296.668457
	Iteration 19Q: 3 clusters Score -7525591 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -7526076.000000 Penalty: 5296.668457
	Iteration 20F: 3 clusters Score -7526076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7526457.000000 Penalty: 5296.668457
	Iteration 21Q: 3 clusters Score -7526457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -7526514.000000 Penalty: 5296.668457
	Iteration 22Q: 3 clusters Score -7526514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7526528.000000 Penalty: 5296.668457
	Iteration 23Q: 3 clusters Score -7526528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7526538.500000 Penalty: 5296.668457
	Iteration 24Q: 3 clusters Score -7526538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7526532.000000 Penalty: 5296.668457
	Iteration 25Q: 3 clusters Score -7526532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -7526533.000000 Penalty: 5296.668457
	Iteration 26Q: 3 clusters Score -7526533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -7526533.000000 Penalty: 5296.668457
	Iteration 27F: 3 clusters Score -7526533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 58212 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Entering Unmasked Estep 
Score: -116743448.000000 Penalty: 79986.460938
Splitting cluster 9 changes total score from -116584936.000000 to -116743448.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (58212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Entering Unmasked Estep 
Score: -10250871.000000 Penalty: 2721.018066
	Iteration 0F: 2 clusters Score -1.025087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -10220583.000000 Penalty: 5442.036133
	Iteration 0F: 3 clusters Score -1.022058e+07 nChanged 27178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -10236238.000000 Penalty: 5442.036133
	Iteration 1F: 3 clusters Score -1.023624e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -10237378.000000 Penalty: 5442.036133
	Iteration 2F: 3 clusters Score -1.023738e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -10238624.000000 Penalty: 5442.036133
	Iteration 3F: 3 clusters Score -1.023862e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -10239978.000000 Penalty: 5442.036133
	Iteration 4F: 3 clusters Score -1.023998e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -10241512.000000 Penalty: 5442.036133
	Iteration 5F: 3 clusters Score -1.024151e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -10243674.000000 Penalty: 5442.036133
	Iteration 6F: 3 clusters Score -1.024367e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -10247133.000000 Penalty: 5442.036133
	Iteration 7F: 3 clusters Score -1.024713e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -10253214.000000 Penalty: 5442.036133
	Iteration 8F: 3 clusters Score -1.025321e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -10262319.000000 Penalty: 5442.036133
	Iteration 9F: 3 clusters Score -1.026232e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -10274121.000000 Penalty: 5442.036133
	Iteration 10F: 3 clusters Score -1.027412e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -10291392.000000 Penalty: 5442.036133
	Iteration 11F: 3 clusters Score -1.029139e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -10318415.000000 Penalty: 5442.036133
	Iteration 12F: 3 clusters Score -1.031842e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -10334812.000000 Penalty: 5442.036133
	Iteration 13Q: 3 clusters Score -1.033481e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -10336900.000000 Penalty: 5442.036133
	Iteration 14Q: 3 clusters Score -1.03369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -10336974.000000 Penalty: 5442.036133
	Iteration 15Q: 3 clusters Score -1.033697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -10336986.000000 Penalty: 5442.036133
	Iteration 16Q: 3 clusters Score -1.033699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -10336986.000000 Penalty: 5442.036133
	Iteration 17F: 3 clusters Score -1.033699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 33295 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Entering Unmasked Estep 
Score: -116830832.000000 Penalty: 83319.226562
Splitting cluster 10 changes total score from -116584936.000000 to -116830832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (33295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Entering Unmasked Estep 
Score: -5368951.000000 Penalty: 2582.464355
	Iteration 0F: 2 clusters Score -5368951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5346325.000000 Penalty: 5164.928711
	Iteration 0F: 3 clusters Score -5346325 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -5358207.000000 Penalty: 5164.928711
	Iteration 1F: 3 clusters Score -5358207 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5365914.000000 Penalty: 5164.928711
	Iteration 2F: 3 clusters Score -5365914 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5373402.000000 Penalty: 5164.928711
	Iteration 3F: 3 clusters Score -5373402 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5376512.000000 Penalty: 5164.928711
	Iteration 4F: 3 clusters Score -5376512 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -5377620.000000 Penalty: 5164.928711
	Iteration 5F: 3 clusters Score -5377620 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5378105.000000 Penalty: 5164.928711
	Iteration 6Q: 3 clusters Score -5378105 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5378333.000000 Penalty: 5164.928711
	Iteration 7Q: 3 clusters Score -5378333 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5378436.500000 Penalty: 5164.928711
	Iteration 8Q: 3 clusters Score -5378436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5378498.500000 Penalty: 5164.928711
	Iteration 9Q: 3 clusters Score -5378498 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5378547.000000 Penalty: 5164.928711
	Iteration 10Q: 3 clusters Score -5378547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5378573.500000 Penalty: 5164.928711
	Iteration 11Q: 3 clusters Score -5378574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5378600.500000 Penalty: 5164.928711
	Iteration 12Q: 3 clusters Score -5378600 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5378615.000000 Penalty: 5164.928711
	Iteration 13Q: 3 clusters Score -5378615 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5378647.500000 Penalty: 5164.928711
	Iteration 14Q: 3 clusters Score -5378648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5378655.000000 Penalty: 5164.928711
	Iteration 15Q: 3 clusters Score -5378655 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5378685.500000 Penalty: 5164.928711
	Iteration 16Q: 3 clusters Score -5378686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -5378701.000000 Penalty: 5164.928711
	Iteration 17Q: 3 clusters Score -5378701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5378719.500000 Penalty: 5164.928711
	Iteration 18Q: 3 clusters Score -5378720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -5378755.000000 Penalty: 5164.928711
	Iteration 19Q: 3 clusters Score -5378755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5378765.500000 Penalty: 5164.928711
	Iteration 20F: 3 clusters Score -5378766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5378808.500000 Penalty: 5164.928711
	Iteration 21Q: 3 clusters Score -5378808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5378841.000000 Penalty: 5164.928711
	Iteration 22Q: 3 clusters Score -5378841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5378881.000000 Penalty: 5164.928711
	Iteration 23Q: 3 clusters Score -5378881 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5378939.000000 Penalty: 5164.928711
	Iteration 24Q: 3 clusters Score -5378939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5379047.500000 Penalty: 5164.928711
	Iteration 25Q: 3 clusters Score -5379048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5379117.500000 Penalty: 5164.928711
	Iteration 26Q: 3 clusters Score -5379118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5379165.500000 Penalty: 5164.928711
	Iteration 27Q: 3 clusters Score -5379166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5379223.000000 Penalty: 5164.928711
	Iteration 28Q: 3 clusters Score -5379223 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5379224.000000 Penalty: 5164.928711
	Iteration 29Q: 3 clusters Score -5379224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5379237.000000 Penalty: 5164.928711
	Iteration 30Q: 3 clusters Score -5379237 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -5379266.500000 Penalty: 5164.928711
	Iteration 31Q: 3 clusters Score -5379266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5379291.500000 Penalty: 5164.928711
	Iteration 32Q: 3 clusters Score -5379292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5379324.500000 Penalty: 5164.928711
	Iteration 33Q: 3 clusters Score -5379324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -5379368.000000 Penalty: 5164.928711
	Iteration 34Q: 3 clusters Score -5379368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5379428.500000 Penalty: 5164.928711
	Iteration 35Q: 3 clusters Score -5379428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5379530.500000 Penalty: 5164.928711
	Iteration 36Q: 3 clusters Score -5379530 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5379585.500000 Penalty: 5164.928711
	Iteration 37Q: 3 clusters Score -5379586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5379651.000000 Penalty: 5164.928711
	Iteration 38Q: 3 clusters Score -5379651 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5379731.000000 Penalty: 5164.928711
	Iteration 39Q: 3 clusters Score -5379731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5379795.000000 Penalty: 5164.928711
	Iteration 40F: 3 clusters Score -5379795 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5379920.000000 Penalty: 5164.928711
	Iteration 41Q: 3 clusters Score -5379920 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5380130.500000 Penalty: 5164.928711
	Iteration 42Q: 3 clusters Score -5380130 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5380368.000000 Penalty: 5164.928711
	Iteration 43Q: 3 clusters Score -5380368 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5380489.500000 Penalty: 5164.928711
	Iteration 44Q: 3 clusters Score -5380490 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5380586.500000 Penalty: 5164.928711
	Iteration 45Q: 3 clusters Score -5380586 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -5380650.500000 Penalty: 5164.928711
	Iteration 46Q: 3 clusters Score -5380650 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5380738.000000 Penalty: 5164.928711
	Iteration 47Q: 3 clusters Score -5380738 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5380786.000000 Penalty: 5164.928711
	Iteration 48Q: 3 clusters Score -5380786 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -5380874.500000 Penalty: 5164.928711
	Iteration 49Q: 3 clusters Score -5380874 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -5380944.000000 Penalty: 5164.928711
	Iteration 50Q: 3 clusters Score -5380944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5380981.000000 Penalty: 5164.928711
	Iteration 51Q: 3 clusters Score -5380981 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5381082.500000 Penalty: 5164.928711
	Iteration 52Q: 3 clusters Score -5381082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5381153.000000 Penalty: 5164.928711
	Iteration 53Q: 3 clusters Score -5381153 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -5381187.000000 Penalty: 5164.928711
	Iteration 54Q: 3 clusters Score -5381187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5381218.500000 Penalty: 5164.928711
	Iteration 55Q: 3 clusters Score -5381218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5381256.000000 Penalty: 5164.928711
	Iteration 56Q: 3 clusters Score -5381256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5381269.500000 Penalty: 5164.928711
	Iteration 57Q: 3 clusters Score -5381270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -5381284.000000 Penalty: 5164.928711
	Iteration 58Q: 3 clusters Score -5381284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5381305.500000 Penalty: 5164.928711
	Iteration 59Q: 3 clusters Score -5381306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5381342.000000 Penalty: 5164.928711
	Iteration 60F: 3 clusters Score -5381342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5381410.500000 Penalty: 5164.928711
	Iteration 61Q: 3 clusters Score -5381410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5381434.000000 Penalty: 5164.928711
	Iteration 62Q: 3 clusters Score -5381434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5381456.500000 Penalty: 5164.928711
	Iteration 63Q: 3 clusters Score -5381456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -5381455.000000 Penalty: 5164.928711
	Iteration 64Q: 3 clusters Score -5381455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5381452.000000 Penalty: 5164.928711
	Iteration 65Q: 3 clusters Score -5381452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5381464.000000 Penalty: 5164.928711
	Iteration 66Q: 3 clusters Score -5381464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5381459.500000 Penalty: 5164.928711
	Iteration 67Q: 3 clusters Score -5381460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5381458.500000 Penalty: 5164.928711
	Iteration 68Q: 3 clusters Score -5381458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5381469.500000 Penalty: 5164.928711
	Iteration 69Q: 3 clusters Score -5381470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -5381482.000000 Penalty: 5164.928711
	Iteration 70Q: 3 clusters Score -5381482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5381487.000000 Penalty: 5164.928711
	Iteration 71Q: 3 clusters Score -5381487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5381480.500000 Penalty: 5164.928711
	Iteration 72Q: 3 clusters Score -5381480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5381487.000000 Penalty: 5164.928711
	Iteration 73Q: 3 clusters Score -5381487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5381483.500000 Penalty: 5164.928711
	Iteration 74Q: 3 clusters Score -5381484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5381483.500000 Penalty: 5164.928711
	Iteration 75Q: 3 clusters Score -5381484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5381485.500000 Penalty: 5164.928711
	Iteration 76Q: 3 clusters Score -5381486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5381485.500000 Penalty: 5164.928711
	Iteration 77F: 3 clusters Score -5381486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Entering Unmasked Estep 
Score: -116843440.000000 Penalty: 86652.000000
Splitting cluster 11 changes total score from -116584936.000000 to -116843440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -208024.562500 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -208024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -206675.343750 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -206675.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209662.671875 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -209662.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210801.375000 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -210801.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -211351.234375 Penalty: 3595.963135
	Iteration 3Q: 3 clusters Score -211351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -211527.531250 Penalty: 3595.963135
	Iteration 4Q: 3 clusters Score -211527.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -211649.171875 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -211649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -211717.187500 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -211717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -211811.609375 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -211811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -211926.203125 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -211926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212015.406250 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -212015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212034.671875 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -212034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212035.359375 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -212035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212036.000000 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -212036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212036.000000 Penalty: 3595.963135
	Iteration 13F: 3 clusters Score -212036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Entering Unmasked Estep 
Score: -116845920.000000 Penalty: 89984.765625
Splitting cluster 12 changes total score from -116584936.000000 to -116845920.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -947267.875000 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -947267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -942366.500000 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -942366.5 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -945218.250000 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -945218.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -947232.250000 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -947232.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -948252.062500 Penalty: 4299.851562
	Iteration 3F: 3 clusters Score -948252.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -948566.875000 Penalty: 4299.851562
	Iteration 4F: 3 clusters Score -948566.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -948656.875000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -948656.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -948702.187500 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -948702.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -948733.812500 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -948733.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -948766.500000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -948766.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -948784.812500 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -948784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -948807.437500 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -948807.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -948823.812500 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -948823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -948837.375000 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -948837.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -948847.812500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -948847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -948851.437500 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -948851.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -948854.437500 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -948854.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -948857.625000 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -948857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -948858.750000 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -948858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -948858.500000 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -948858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -948861.125000 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -948861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -948863.000000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -948863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -948863.125000 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -948863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -948863.125000 Penalty: 4299.851562
	Iteration 22F: 3 clusters Score -948863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Entering Unmasked Estep 
Score: -116846624.000000 Penalty: 93317.539062
Splitting cluster 13 changes total score from -116584936.000000 to -116846624.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -104459.656250 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -104459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103484.164062 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -103484.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -107673.976562 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -107674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -111184.648438 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -111184.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -112302.960938 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -112303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112694.476562 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -112694.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112856.750000 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -112856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113003.078125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -113003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113069.078125 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -113069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113119.781250 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -113119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113192.140625 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -113192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113444.453125 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -113444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113683.828125 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -113683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113850.570312 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -113850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113901.492188 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -113901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113934.570312 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -113934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113969.960938 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -113970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113974.234375 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -113974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113974.234375 Penalty: 3395.556396
	Iteration 17F: 3 clusters Score -113974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Entering Unmasked Estep 
Score: -116854400.000000 Penalty: 96650.304688
Splitting cluster 14 changes total score from -116584936.000000 to -116854400.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -214781.765625 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -214781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -213096.015625 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -213096 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215173.703125 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -215173.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -216234.500000 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -216234.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -216683.218750 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -216683.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216842.015625 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -216842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -216961.718750 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -216961.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -217026.531250 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -217026.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -217121.031250 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -217121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -217150.812500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -217150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217165.078125 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -217165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217179.140625 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -217179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217191.609375 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -217191.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217204.187500 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -217204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -217214.093750 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -217214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -217221.140625 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -217221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217228.015625 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -217228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217246.953125 Penalty: 3641.697266
	Iteration 16F: 3 clusters Score -217247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -217341.750000 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -217341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217425.312500 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -217425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217450.421875 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -217450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217471.140625 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -217471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217476.609375 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -217476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217479.968750 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -217480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217519.171875 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -217519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217529.843750 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -217529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217543.265625 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -217543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217550.375000 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -217550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217553.703125 Penalty: 3641.697266
	Iteration 27Q: 3 clusters Score -217553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217555.250000 Penalty: 3641.697266
	Iteration 28Q: 3 clusters Score -217555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217556.046875 Penalty: 3641.697266
	Iteration 29Q: 3 clusters Score -217556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217555.984375 Penalty: 3641.697266
	Iteration 30Q: 3 clusters Score -217556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217557.515625 Penalty: 3641.697266
	Iteration 31Q: 3 clusters Score -217557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217557.515625 Penalty: 3641.697266
	Iteration 32F: 3 clusters Score -217557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 26204 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Entering Unmasked Estep 
Score: -116855672.000000 Penalty: 99983.078125
Splitting cluster 15 changes total score from -116584936.000000 to -116855672.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (26204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Entering Unmasked Estep 
Score: -4512455.000000 Penalty: 2523.069336
	Iteration 0F: 2 clusters Score -4512455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4494464.500000 Penalty: 5046.138672
	Iteration 0F: 3 clusters Score -4494464 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4501342.000000 Penalty: 5046.138672
	Iteration 1F: 3 clusters Score -4501342 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4502507.000000 Penalty: 5046.138672
	Iteration 2F: 3 clusters Score -4502507 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4504125.500000 Penalty: 5046.138672
	Iteration 3F: 3 clusters Score -4504126 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4506469.000000 Penalty: 5046.138672
	Iteration 4F: 3 clusters Score -4506469 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4509313.500000 Penalty: 5046.138672
	Iteration 5F: 3 clusters Score -4509314 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -4511603.000000 Penalty: 5046.138672
	Iteration 6F: 3 clusters Score -4511603 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4512959.000000 Penalty: 5046.138672
	Iteration 7F: 3 clusters Score -4512959 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4513887.000000 Penalty: 5046.138672
	Iteration 8Q: 3 clusters Score -4513887 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4514620.500000 Penalty: 5046.138672
	Iteration 9Q: 3 clusters Score -4514620 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4515094.500000 Penalty: 5046.138672
	Iteration 10Q: 3 clusters Score -4515094 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4515422.500000 Penalty: 5046.138672
	Iteration 11Q: 3 clusters Score -4515422 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -4515680.500000 Penalty: 5046.138672
	Iteration 12Q: 3 clusters Score -4515680 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4515890.500000 Penalty: 5046.138672
	Iteration 13Q: 3 clusters Score -4515890 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4516100.500000 Penalty: 5046.138672
	Iteration 14Q: 3 clusters Score -4516100 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4516275.500000 Penalty: 5046.138672
	Iteration 15Q: 3 clusters Score -4516276 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4516492.000000 Penalty: 5046.138672
	Iteration 16Q: 3 clusters Score -4516492 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4516727.000000 Penalty: 5046.138672
	Iteration 17Q: 3 clusters Score -4516727 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4517027.500000 Penalty: 5046.138672
	Iteration 18Q: 3 clusters Score -4517028 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4517377.000000 Penalty: 5046.138672
	Iteration 19Q: 3 clusters Score -4517377 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4517978.000000 Penalty: 5046.138672
	Iteration 20F: 3 clusters Score -4517978 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4518661.500000 Penalty: 5046.138672
	Iteration 21Q: 3 clusters Score -4518662 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4519023.500000 Penalty: 5046.138672
	Iteration 22Q: 3 clusters Score -4519024 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4519199.500000 Penalty: 5046.138672
	Iteration 23Q: 3 clusters Score -4519200 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -4519254.000000 Penalty: 5046.138672
	Iteration 24Q: 3 clusters Score -4519254 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4519314.500000 Penalty: 5046.138672
	Iteration 25Q: 3 clusters Score -4519314 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -4519343.000000 Penalty: 5046.138672
	Iteration 26Q: 3 clusters Score -4519343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4519362.000000 Penalty: 5046.138672
	Iteration 27Q: 3 clusters Score -4519362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4519363.000000 Penalty: 5046.138672
	Iteration 28Q: 3 clusters Score -4519363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4519366.000000 Penalty: 5046.138672
	Iteration 29Q: 3 clusters Score -4519366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4519361.000000 Penalty: 5046.138672
	Iteration 30Q: 3 clusters Score -4519361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4519388.500000 Penalty: 5046.138672
	Iteration 31Q: 3 clusters Score -4519388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4519378.000000 Penalty: 5046.138672
	Iteration 32Q: 3 clusters Score -4519378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4519378.500000 Penalty: 5046.138672
	Iteration 33Q: 3 clusters Score -4519378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4519391.000000 Penalty: 5046.138672
	Iteration 34Q: 3 clusters Score -4519391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4519390.500000 Penalty: 5046.138672
	Iteration 35Q: 3 clusters Score -4519390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4519396.500000 Penalty: 5046.138672
	Iteration 36Q: 3 clusters Score -4519396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4519391.500000 Penalty: 5046.138672
	Iteration 37Q: 3 clusters Score -4519392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4519392.000000 Penalty: 5046.138672
	Iteration 38Q: 3 clusters Score -4519392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4519389.000000 Penalty: 5046.138672
	Iteration 39Q: 3 clusters Score -4519389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4519391.500000 Penalty: 5046.138672
	Iteration 40F: 3 clusters Score -4519392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4519394.500000 Penalty: 5046.138672
	Iteration 41Q: 3 clusters Score -4519394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4519398.500000 Penalty: 5046.138672
	Iteration 42Q: 3 clusters Score -4519398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4519400.000000 Penalty: 5046.138672
	Iteration 43Q: 3 clusters Score -4519400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4519394.500000 Penalty: 5046.138672
	Iteration 44Q: 3 clusters Score -4519394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4519394.500000 Penalty: 5046.138672
	Iteration 45F: 3 clusters Score -4519394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 15325 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 14327 members 
Entering Unmasked Estep 
Score: -116861264.000000 Penalty: 103315.843750
Splitting cluster 16 changes total score from -116584936.000000 to -116861264.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (15325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Entering Unmasked Estep 
Score: -2624481.000000 Penalty: 2390.035645
	Iteration 0F: 2 clusters Score -2624481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2613503.250000 Penalty: 4780.071289
	Iteration 0F: 3 clusters Score -2613503 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2617442.500000 Penalty: 4780.071289
	Iteration 1F: 3 clusters Score -2617442 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2619624.250000 Penalty: 4780.071289
	Iteration 2F: 3 clusters Score -2619624 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2623382.750000 Penalty: 4780.071289
	Iteration 3F: 3 clusters Score -2623383 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2625970.500000 Penalty: 4780.071289
	Iteration 4F: 3 clusters Score -2625970 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2626835.500000 Penalty: 4780.071289
	Iteration 5F: 3 clusters Score -2626836 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2627094.500000 Penalty: 4780.071289
	Iteration 6Q: 3 clusters Score -2627094 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2627202.750000 Penalty: 4780.071289
	Iteration 7Q: 3 clusters Score -2627203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2627247.750000 Penalty: 4780.071289
	Iteration 8Q: 3 clusters Score -2627248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2627276.000000 Penalty: 4780.071289
	Iteration 9Q: 3 clusters Score -2627276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2627296.500000 Penalty: 4780.071289
	Iteration 10Q: 3 clusters Score -2627296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2627312.500000 Penalty: 4780.071289
	Iteration 11Q: 3 clusters Score -2627312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2627330.250000 Penalty: 4780.071289
	Iteration 12Q: 3 clusters Score -2627330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2627342.250000 Penalty: 4780.071289
	Iteration 13Q: 3 clusters Score -2627342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2627350.250000 Penalty: 4780.071289
	Iteration 14Q: 3 clusters Score -2627350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2627353.750000 Penalty: 4780.071289
	Iteration 15Q: 3 clusters Score -2627354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2627359.000000 Penalty: 4780.071289
	Iteration 16Q: 3 clusters Score -2627359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2627371.250000 Penalty: 4780.071289
	Iteration 17Q: 3 clusters Score -2627371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2627374.000000 Penalty: 4780.071289
	Iteration 18Q: 3 clusters Score -2627374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2627372.250000 Penalty: 4780.071289
	Iteration 19Q: 3 clusters Score -2627372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2627370.500000 Penalty: 4780.071289
	Iteration 20F: 3 clusters Score -2627370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2627377.000000 Penalty: 4780.071289
	Iteration 21Q: 3 clusters Score -2627377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2627376.000000 Penalty: 4780.071289
	Iteration 22Q: 3 clusters Score -2627376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2627375.750000 Penalty: 4780.071289
	Iteration 23Q: 3 clusters Score -2627376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2627374.250000 Penalty: 4780.071289
	Iteration 24Q: 3 clusters Score -2627374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2627375.250000 Penalty: 4780.071289
	Iteration 25Q: 3 clusters Score -2627375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2627380.750000 Penalty: 4780.071289
	Iteration 26Q: 3 clusters Score -2627381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2627379.500000 Penalty: 4780.071289
	Iteration 27Q: 3 clusters Score -2627380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2627384.000000 Penalty: 4780.071289
	Iteration 28Q: 3 clusters Score -2627384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2627388.250000 Penalty: 4780.071289
	Iteration 29Q: 3 clusters Score -2627388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2627388.250000 Penalty: 4780.071289
	Iteration 30Q: 3 clusters Score -2627388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2627385.000000 Penalty: 4780.071289
	Iteration 31Q: 3 clusters Score -2627385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2627388.500000 Penalty: 4780.071289
	Iteration 32Q: 3 clusters Score -2627388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2627392.250000 Penalty: 4780.071289
	Iteration 33Q: 3 clusters Score -2627392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2627386.500000 Penalty: 4780.071289
	Iteration 34Q: 3 clusters Score -2627386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2627390.000000 Penalty: 4780.071289
	Iteration 35Q: 3 clusters Score -2627390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2627383.250000 Penalty: 4780.071289
	Iteration 36Q: 3 clusters Score -2627383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2627382.000000 Penalty: 4780.071289
	Iteration 37Q: 3 clusters Score -2627382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2627390.000000 Penalty: 4780.071289
	Iteration 38Q: 3 clusters Score -2627390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2627396.750000 Penalty: 4780.071289
	Iteration 39Q: 3 clusters Score -2627397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2627394.750000 Penalty: 4780.071289
	Iteration 40F: 3 clusters Score -2627395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2627387.750000 Penalty: 4780.071289
	Iteration 41Q: 3 clusters Score -2627388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2627394.500000 Penalty: 4780.071289
	Iteration 42Q: 3 clusters Score -2627394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2627392.250000 Penalty: 4780.071289
	Iteration 43Q: 3 clusters Score -2627392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2627401.250000 Penalty: 4780.071289
	Iteration 44Q: 3 clusters Score -2627401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2627405.750000 Penalty: 4780.071289
	Iteration 45Q: 3 clusters Score -2627406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2627403.250000 Penalty: 4780.071289
	Iteration 46Q: 3 clusters Score -2627403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2627402.250000 Penalty: 4780.071289
	Iteration 47Q: 3 clusters Score -2627402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2627402.500000 Penalty: 4780.071289
	Iteration 48Q: 3 clusters Score -2627402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2627403.750000 Penalty: 4780.071289
	Iteration 49Q: 3 clusters Score -2627404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2627401.750000 Penalty: 4780.071289
	Iteration 50Q: 3 clusters Score -2627402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2627399.500000 Penalty: 4780.071289
	Iteration 51Q: 3 clusters Score -2627400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2627401.750000 Penalty: 4780.071289
	Iteration 52Q: 3 clusters Score -2627402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2627401.750000 Penalty: 4780.071289
	Iteration 53F: 3 clusters Score -2627402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 39137 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 14327 members 
Mstep: Class 32 contains 7944 members 
Entering Unmasked Estep 
Score: -116863296.000000 Penalty: 106648.609375
Splitting cluster 17 changes total score from -116584936.000000 to -116863296.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (39137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Entering Unmasked Estep 
Score: -6703235.500000 Penalty: 2622.556152
	Iteration 0F: 2 clusters Score -6703236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -6678101.000000 Penalty: 5245.112305
	Iteration 0F: 3 clusters Score -6678101 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -6689943.000000 Penalty: 5245.112305
	Iteration 1F: 3 clusters Score -6689943 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6693955.000000 Penalty: 5245.112305
	Iteration 2F: 3 clusters Score -6693955 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -6699667.000000 Penalty: 5245.112305
	Iteration 3F: 3 clusters Score -6699667 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6706258.000000 Penalty: 5245.112305
	Iteration 4F: 3 clusters Score -6706258 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -6714300.500000 Penalty: 5245.112305
	Iteration 5F: 3 clusters Score -6714300 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -6726510.500000 Penalty: 5245.112305
	Iteration 6F: 3 clusters Score -6726510 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -6739410.000000 Penalty: 5245.112305
	Iteration 7F: 3 clusters Score -6739410 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -6741487.500000 Penalty: 5245.112305
	Iteration 8Q: 3 clusters Score -6741488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6741513.000000 Penalty: 5245.112305
	Iteration 9Q: 3 clusters Score -6741513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -6741511.500000 Penalty: 5245.112305
	Iteration 10Q: 3 clusters Score -6741512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -6741523.000000 Penalty: 5245.112305
	Iteration 11Q: 3 clusters Score -6741523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6741526.500000 Penalty: 5245.112305
	Iteration 12Q: 3 clusters Score -6741526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6741513.500000 Penalty: 5245.112305
	Iteration 13Q: 3 clusters Score -6741514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6741513.500000 Penalty: 5245.112305
	Iteration 14F: 3 clusters Score -6741514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20450 members 
Mstep: Class 19 contains 79071 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 14327 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 18687 members 
Entering Unmasked Estep 
Score: -116901184.000000 Penalty: 109981.382812
Splitting cluster 18 changes total score from -116584936.000000 to -116901184.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (79071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Entering Unmasked Estep 
Score: -13365898.000000 Penalty: 2796.969238
	Iteration 0F: 2 clusters Score -1.33659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -13321512.000000 Penalty: 5593.938477
	Iteration 0F: 3 clusters Score -1.332151e+07 nChanged 37315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -13349944.000000 Penalty: 5593.938477
	Iteration 1F: 3 clusters Score -1.334994e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -13359041.000000 Penalty: 5593.938477
	Iteration 2F: 3 clusters Score -1.335904e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -13367475.000000 Penalty: 5593.938477
	Iteration 3F: 3 clusters Score -1.336748e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -13374757.000000 Penalty: 5593.938477
	Iteration 4F: 3 clusters Score -1.337476e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -13379369.000000 Penalty: 5593.938477
	Iteration 5F: 3 clusters Score -1.337937e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -13381887.000000 Penalty: 5593.938477
	Iteration 6F: 3 clusters Score -1.338189e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -13383412.000000 Penalty: 5593.938477
	Iteration 7Q: 3 clusters Score -1.338341e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -13384350.000000 Penalty: 5593.938477
	Iteration 8Q: 3 clusters Score -1.338435e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -13384967.000000 Penalty: 5593.938477
	Iteration 9Q: 3 clusters Score -1.338497e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -13385533.000000 Penalty: 5593.938477
	Iteration 10Q: 3 clusters Score -1.338553e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -13387098.000000 Penalty: 5593.938477
	Iteration 11Q: 3 clusters Score -1.33871e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -13388284.000000 Penalty: 5593.938477
	Iteration 12Q: 3 clusters Score -1.338828e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -13388905.000000 Penalty: 5593.938477
	Iteration 13Q: 3 clusters Score -1.33889e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -13389362.000000 Penalty: 5593.938477
	Iteration 14Q: 3 clusters Score -1.338936e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -13389707.000000 Penalty: 5593.938477
	Iteration 15Q: 3 clusters Score -1.338971e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -13389886.000000 Penalty: 5593.938477
	Iteration 16Q: 3 clusters Score -1.338989e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -13390091.000000 Penalty: 5593.938477
	Iteration 17Q: 3 clusters Score -1.339009e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -13390226.000000 Penalty: 5593.938477
	Iteration 18Q: 3 clusters Score -1.339023e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -13390279.000000 Penalty: 5593.938477
	Iteration 19Q: 3 clusters Score -1.339028e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -13390311.000000 Penalty: 5593.938477
	Iteration 20F: 3 clusters Score -1.339031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -13390374.000000 Penalty: 5593.938477
	Iteration 21Q: 3 clusters Score -1.339037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -13390345.000000 Penalty: 5593.938477
	Iteration 22Q: 3 clusters Score -1.339034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -13390434.000000 Penalty: 5593.938477
	Iteration 23Q: 3 clusters Score -1.339043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -13390456.000000 Penalty: 5593.938477
	Iteration 24Q: 3 clusters Score -1.339046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -13390521.000000 Penalty: 5593.938477
	Iteration 25Q: 3 clusters Score -1.339052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -13390558.000000 Penalty: 5593.938477
	Iteration 26Q: 3 clusters Score -1.339056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -13390576.000000 Penalty: 5593.938477
	Iteration 27Q: 3 clusters Score -1.339058e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -13390687.000000 Penalty: 5593.938477
	Iteration 28Q: 3 clusters Score -1.339069e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -13390686.000000 Penalty: 5593.938477
	Iteration 29Q: 3 clusters Score -1.339069e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -13390703.000000 Penalty: 5593.938477
	Iteration 30Q: 3 clusters Score -1.33907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -13390762.000000 Penalty: 5593.938477
	Iteration 31Q: 3 clusters Score -1.339076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -13390825.000000 Penalty: 5593.938477
	Iteration 32Q: 3 clusters Score -1.339082e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -13390856.000000 Penalty: 5593.938477
	Iteration 33Q: 3 clusters Score -1.339086e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -13390891.000000 Penalty: 5593.938477
	Iteration 34Q: 3 clusters Score -1.339089e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -13390947.000000 Penalty: 5593.938477
	Iteration 35Q: 3 clusters Score -1.339095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -13390953.000000 Penalty: 5593.938477
	Iteration 36Q: 3 clusters Score -1.339095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -13390993.000000 Penalty: 5593.938477
	Iteration 37Q: 3 clusters Score -1.339099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -13390938.000000 Penalty: 5593.938477
	Iteration 38Q: 3 clusters Score -1.339094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13390974.000000 Penalty: 5593.938477
	Iteration 39Q: 3 clusters Score -1.339097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -13390963.000000 Penalty: 5593.938477
	Iteration 40F: 3 clusters Score -1.339096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -13390971.000000 Penalty: 5593.938477
	Iteration 41Q: 3 clusters Score -1.339097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -13390983.000000 Penalty: 5593.938477
	Iteration 42Q: 3 clusters Score -1.339098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -13390992.000000 Penalty: 5593.938477
	Iteration 43Q: 3 clusters Score -1.339099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13390994.000000 Penalty: 5593.938477
	Iteration 44Q: 3 clusters Score -1.339099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13390994.000000 Penalty: 5593.938477
	Iteration 45F: 3 clusters Score -1.339099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20450 members 
Mstep: Class 19 contains 68578 members 
Mstep: Class 20 contains 96025 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 14327 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 18687 members 
Mstep: Class 34 contains 10493 members 
Entering Unmasked Estep 
Score: -116926912.000000 Penalty: 113314.148438
Splitting cluster 19 changes total score from -116584936.000000 to -116926912.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (96025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Entering Unmasked Estep 
Score: -16395892.000000 Penalty: 2845.146240
	Iteration 0F: 2 clusters Score -1.639589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -16355818.000000 Penalty: 5690.292480
	Iteration 0F: 3 clusters Score -1.635582e+07 nChanged 45413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -16385585.000000 Penalty: 5690.292480
	Iteration 1F: 3 clusters Score -1.638558e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -16392880.000000 Penalty: 5690.292480
	Iteration 2F: 3 clusters Score -1.639288e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -16403761.000000 Penalty: 5690.292480
	Iteration 3F: 3 clusters Score -1.640376e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -16414191.000000 Penalty: 5690.292480
	Iteration 4F: 3 clusters Score -1.641419e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -16419482.000000 Penalty: 5690.292480
	Iteration 5F: 3 clusters Score -1.641948e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -16421820.000000 Penalty: 5690.292480
	Iteration 6F: 3 clusters Score -1.642182e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -16423064.000000 Penalty: 5690.292480
	Iteration 7Q: 3 clusters Score -1.642306e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -16423805.000000 Penalty: 5690.292480
	Iteration 8Q: 3 clusters Score -1.64238e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -16424238.000000 Penalty: 5690.292480
	Iteration 9Q: 3 clusters Score -1.642424e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -16424829.000000 Penalty: 5690.292480
	Iteration 10Q: 3 clusters Score -1.642483e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -16425119.000000 Penalty: 5690.292480
	Iteration 11Q: 3 clusters Score -1.642512e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -16425329.000000 Penalty: 5690.292480
	Iteration 12Q: 3 clusters Score -1.642533e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -16425471.000000 Penalty: 5690.292480
	Iteration 13Q: 3 clusters Score -1.642547e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -16425620.000000 Penalty: 5690.292480
	Iteration 14Q: 3 clusters Score -1.642562e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -16425645.000000 Penalty: 5690.292480
	Iteration 15Q: 3 clusters Score -1.642564e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -16425678.000000 Penalty: 5690.292480
	Iteration 16Q: 3 clusters Score -1.642568e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -16425742.000000 Penalty: 5690.292480
	Iteration 17Q: 3 clusters Score -1.642574e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -16425738.000000 Penalty: 5690.292480
	Iteration 18Q: 3 clusters Score -1.642574e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -16425748.000000 Penalty: 5690.292480
	Iteration 19Q: 3 clusters Score -1.642575e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -16425768.000000 Penalty: 5690.292480
	Iteration 20F: 3 clusters Score -1.642577e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -16425767.000000 Penalty: 5690.292480
	Iteration 21Q: 3 clusters Score -1.642577e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -16425780.000000 Penalty: 5690.292480
	Iteration 22Q: 3 clusters Score -1.642578e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -16425713.000000 Penalty: 5690.292480
	Iteration 23Q: 3 clusters Score -1.642571e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -16425747.000000 Penalty: 5690.292480
	Iteration 24Q: 3 clusters Score -1.642575e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -16425695.000000 Penalty: 5690.292480
	Iteration 25Q: 3 clusters Score -1.64257e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -16425716.000000 Penalty: 5690.292480
	Iteration 26Q: 3 clusters Score -1.642572e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -16425651.000000 Penalty: 5690.292480
	Iteration 27Q: 3 clusters Score -1.642565e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -16425679.000000 Penalty: 5690.292480
	Iteration 28Q: 3 clusters Score -1.642568e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -16425678.000000 Penalty: 5690.292480
	Iteration 29Q: 3 clusters Score -1.642568e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -16425666.000000 Penalty: 5690.292480
	Iteration 30Q: 3 clusters Score -1.642567e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -16425649.000000 Penalty: 5690.292480
	Iteration 31Q: 3 clusters Score -1.642565e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -16425633.000000 Penalty: 5690.292480
	Iteration 32Q: 3 clusters Score -1.642563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -16425646.000000 Penalty: 5690.292480
	Iteration 33Q: 3 clusters Score -1.642565e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -16425663.000000 Penalty: 5690.292480
	Iteration 34Q: 3 clusters Score -1.642566e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -16425653.000000 Penalty: 5690.292480
	Iteration 35Q: 3 clusters Score -1.642565e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -16425656.000000 Penalty: 5690.292480
	Iteration 36Q: 3 clusters Score -1.642566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -16425668.000000 Penalty: 5690.292480
	Iteration 37Q: 3 clusters Score -1.642567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -16425648.000000 Penalty: 5690.292480
	Iteration 38Q: 3 clusters Score -1.642565e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -16425637.000000 Penalty: 5690.292480
	Iteration 39Q: 3 clusters Score -1.642564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -16425661.000000 Penalty: 5690.292480
	Iteration 40F: 3 clusters Score -1.642566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -16425669.000000 Penalty: 5690.292480
	Iteration 41Q: 3 clusters Score -1.642567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -16425681.000000 Penalty: 5690.292480
	Iteration 42Q: 3 clusters Score -1.642568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -16425664.000000 Penalty: 5690.292480
	Iteration 43Q: 3 clusters Score -1.642566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -16425682.000000 Penalty: 5690.292480
	Iteration 44Q: 3 clusters Score -1.642568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -16425693.000000 Penalty: 5690.292480
	Iteration 45Q: 3 clusters Score -1.642569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -16425681.000000 Penalty: 5690.292480
	Iteration 46Q: 3 clusters Score -1.642568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -16425675.000000 Penalty: 5690.292480
	Iteration 47Q: 3 clusters Score -1.642568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -16425669.000000 Penalty: 5690.292480
	Iteration 48Q: 3 clusters Score -1.642567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -16425689.000000 Penalty: 5690.292480
	Iteration 49Q: 3 clusters Score -1.642569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -16425668.000000 Penalty: 5690.292480
	Iteration 50Q: 3 clusters Score -1.642567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -16425681.000000 Penalty: 5690.292480
	Iteration 51Q: 3 clusters Score -1.642568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -16425676.000000 Penalty: 5690.292480
	Iteration 52Q: 3 clusters Score -1.642568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -16425695.000000 Penalty: 5690.292480
	Iteration 53Q: 3 clusters Score -1.64257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -16425683.000000 Penalty: 5690.292480
	Iteration 54Q: 3 clusters Score -1.642568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -16425683.000000 Penalty: 5690.292480
	Iteration 55Q: 3 clusters Score -1.642568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -16425681.000000 Penalty: 5690.292480
	Iteration 56Q: 3 clusters Score -1.642568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -16425686.000000 Penalty: 5690.292480
	Iteration 57Q: 3 clusters Score -1.642569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -16425684.000000 Penalty: 5690.292480
	Iteration 58Q: 3 clusters Score -1.642568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -16425690.000000 Penalty: 5690.292480
	Iteration 59Q: 3 clusters Score -1.642569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -16425681.000000 Penalty: 5690.292480
	Iteration 60F: 3 clusters Score -1.642568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -16425674.000000 Penalty: 5690.292480
	Iteration 61Q: 3 clusters Score -1.642567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -16425680.000000 Penalty: 5690.292480
	Iteration 62Q: 3 clusters Score -1.642568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -16425705.000000 Penalty: 5690.292480
	Iteration 63Q: 3 clusters Score -1.64257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -16425676.000000 Penalty: 5690.292480
	Iteration 64Q: 3 clusters Score -1.642568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -16425694.000000 Penalty: 5690.292480
	Iteration 65Q: 3 clusters Score -1.642569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -16425689.000000 Penalty: 5690.292480
	Iteration 66Q: 3 clusters Score -1.642569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -16425651.000000 Penalty: 5690.292480
	Iteration 67Q: 3 clusters Score -1.642565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -16425663.000000 Penalty: 5690.292480
	Iteration 68Q: 3 clusters Score -1.642566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -16425684.000000 Penalty: 5690.292480
	Iteration 69Q: 3 clusters Score -1.642568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -16425671.000000 Penalty: 5690.292480
	Iteration 70Q: 3 clusters Score -1.642567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -16425678.000000 Penalty: 5690.292480
	Iteration 71Q: 3 clusters Score -1.642568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -16425672.000000 Penalty: 5690.292480
	Iteration 72Q: 3 clusters Score -1.642567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -16425675.000000 Penalty: 5690.292480
	Iteration 73Q: 3 clusters Score -1.642568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -16425668.000000 Penalty: 5690.292480
	Iteration 74Q: 3 clusters Score -1.642567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -16425670.000000 Penalty: 5690.292480
	Iteration 75Q: 3 clusters Score -1.642567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -16425656.000000 Penalty: 5690.292480
	Iteration 76Q: 3 clusters Score -1.642566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -16425662.000000 Penalty: 5690.292480
	Iteration 77Q: 3 clusters Score -1.642566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -16425666.000000 Penalty: 5690.292480
	Iteration 78Q: 3 clusters Score -1.642567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -16425662.000000 Penalty: 5690.292480
	Iteration 79Q: 3 clusters Score -1.642566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -16425658.000000 Penalty: 5690.292480
	Iteration 80F: 3 clusters Score -1.642566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.642566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -16425653.000000 Penalty: 5690.292480
	Iteration 82Q: 3 clusters Score -1.642565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -16425665.000000 Penalty: 5690.292480
	Iteration 83Q: 3 clusters Score -1.642566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -16425656.000000 Penalty: 5690.292480
	Iteration 84Q: 3 clusters Score -1.642566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -16425657.000000 Penalty: 5690.292480
	Iteration 85Q: 3 clusters Score -1.642566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -16425661.000000 Penalty: 5690.292480
	Iteration 86Q: 3 clusters Score -1.642566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -16425645.000000 Penalty: 5690.292480
	Iteration 87Q: 3 clusters Score -1.642564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -16425637.000000 Penalty: 5690.292480
	Iteration 88Q: 3 clusters Score -1.642564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -16425617.000000 Penalty: 5690.292480
	Iteration 89Q: 3 clusters Score -1.642562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -16425605.000000 Penalty: 5690.292480
	Iteration 90Q: 3 clusters Score -1.64256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -16425633.000000 Penalty: 5690.292480
	Iteration 91Q: 3 clusters Score -1.642563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -16425614.000000 Penalty: 5690.292480
	Iteration 92Q: 3 clusters Score -1.642561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -16425622.000000 Penalty: 5690.292480
	Iteration 93Q: 3 clusters Score -1.642562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.642565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -16425665.000000 Penalty: 5690.292480
	Iteration 95Q: 3 clusters Score -1.642566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -16425638.000000 Penalty: 5690.292480
	Iteration 96Q: 3 clusters Score -1.642564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -16425624.000000 Penalty: 5690.292480
	Iteration 97Q: 3 clusters Score -1.642562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -16425646.000000 Penalty: 5690.292480
	Iteration 98Q: 3 clusters Score -1.642565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -16425644.000000 Penalty: 5690.292480
	Iteration 99Q: 3 clusters Score -1.642564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -16425637.000000 Penalty: 5690.292480
	Iteration 100F: 3 clusters Score -1.642564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -16425647.000000 Penalty: 5690.292480
	Iteration 101Q: 3 clusters Score -1.642565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -16425642.000000 Penalty: 5690.292480
	Iteration 102Q: 3 clusters Score -1.642564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -16425649.000000 Penalty: 5690.292480
	Iteration 103Q: 3 clusters Score -1.642565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -16425649.000000 Penalty: 5690.292480
	Iteration 104Q: 3 clusters Score -1.642565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -16425647.000000 Penalty: 5690.292480
	Iteration 105Q: 3 clusters Score -1.642565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -16425629.000000 Penalty: 5690.292480
	Iteration 106Q: 3 clusters Score -1.642563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -16425629.000000 Penalty: 5690.292480
	Iteration 107Q: 3 clusters Score -1.642563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -16425632.000000 Penalty: 5690.292480
	Iteration 108Q: 3 clusters Score -1.642563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -16425610.000000 Penalty: 5690.292480
	Iteration 109Q: 3 clusters Score -1.642561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -16425610.000000 Penalty: 5690.292480
	Iteration 110Q: 3 clusters Score -1.642561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -16425612.000000 Penalty: 5690.292480
	Iteration 111Q: 3 clusters Score -1.642561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -16425618.000000 Penalty: 5690.292480
	Iteration 112Q: 3 clusters Score -1.642562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -16425625.000000 Penalty: 5690.292480
	Iteration 113Q: 3 clusters Score -1.642562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -16425617.000000 Penalty: 5690.292480
	Iteration 114Q: 3 clusters Score -1.642562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -16425607.000000 Penalty: 5690.292480
	Iteration 115Q: 3 clusters Score -1.642561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -16425589.000000 Penalty: 5690.292480
	Iteration 116Q: 3 clusters Score -1.642559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -16425617.000000 Penalty: 5690.292480
	Iteration 117Q: 3 clusters Score -1.642562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -16425629.000000 Penalty: 5690.292480
	Iteration 118Q: 3 clusters Score -1.642563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -16425594.000000 Penalty: 5690.292480
	Iteration 119Q: 3 clusters Score -1.642559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -16425614.000000 Penalty: 5690.292480
	Iteration 120F: 3 clusters Score -1.642561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -16425602.000000 Penalty: 5690.292480
	Iteration 121Q: 3 clusters Score -1.64256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -16425601.000000 Penalty: 5690.292480
	Iteration 122Q: 3 clusters Score -1.64256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -16425583.000000 Penalty: 5690.292480
	Iteration 123Q: 3 clusters Score -1.642558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -16425583.000000 Penalty: 5690.292480
	Iteration 124F: 3 clusters Score -1.642558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20450 members 
Mstep: Class 19 contains 68578 members 
Mstep: Class 20 contains 54597 members 
Mstep: Class 21 contains 55402 members 
Mstep: Class 22 contains 55556 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 19642 members 
Mstep: Class 26 contains 17065 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 14327 members 
Mstep: Class 32 contains 7944 members 
Mstep: Class 33 contains 18687 members 
Mstep: Class 34 contains 10493 members 
Mstep: Class 35 contains 41428 members 
Entering Unmasked Estep 
Score: -116957480.000000 Penalty: 116646.921875
Splitting cluster 20 changes total score from -116584936.000000 to -116957480.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 688 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 6 contains 50252 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20450 members 
Mstep: Class 19 contains 68578 members 
Mstep: Class 20 contains 54597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117002432.000000 Penalty: 116646.921875
Iteration 39Q: 36 clusters Score -1.170024e+08 nChanged 40971
Entering Unmasked Mstep 
Mstep: Class 0 contains 614 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 36246 members 
Mstep: Class 4 contains 52909 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 54283 members 
Mstep: Class 7 contains 12174 members 
Mstep: Class 8 contains 4062 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 39979 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 11949 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20444 members 
Mstep: Class 19 contains 67196 members 
Mstep: Class 20 contains 57156 members 
Mstep: Class 21 contains 53549 members 
Mstep: Class 22 contains 56248 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 29930 members 
Mstep: Class 25 contains 19986 members 
Mstep: Class 26 contains 15524 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 447 members 
Mstep: Class 30 contains 1003 members 
Mstep: Class 31 contains 13886 members 
Mstep: Class 32 contains 8418 members 
Mstep: Class 33 contains 18198 members 
Mstep: Class 34 contains 10096 members 
Mstep: Class 35 contains 39834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117037392.000000 Penalty: 116646.921875
Iteration 40F: 36 clusters Score -1.170374e+08 nChanged 34413
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 31797 members 
Mstep: Class 4 contains 54756 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 53997 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 40263 members 
Mstep: Class 11 contains 13807 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 11854 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 20216 members 
Mstep: Class 19 contains 63648 members 
Mstep: Class 20 contains 56441 members 
Mstep: Class 21 contains 58978 members 
Mstep: Class 22 contains 57638 members 
Mstep: Class 23 contains 6393 members 
Mstep: Class 24 contains 29631 members 
Mstep: Class 25 contains 20820 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 527 members 
Mstep: Class 30 contains 1024 members 
Mstep: Class 31 contains 14369 members 
Mstep: Class 32 contains 8561 members 
Mstep: Class 33 contains 18681 members 
Mstep: Class 34 contains 9925 members 
Mstep: Class 35 contains 39872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117049792.000000 Penalty: 116646.921875
Iteration 41F: 36 clusters Score -1.170498e+08 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10015 members 
Mstep: Class 3 contains 29444 members 
Mstep: Class 4 contains 56332 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 53518 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 9050 members 
Mstep: Class 10 contains 40503 members 
Mstep: Class 11 contains 13248 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 20112 members 
Mstep: Class 19 contains 61239 members 
Mstep: Class 20 contains 55617 members 
Mstep: Class 21 contains 61592 members 
Mstep: Class 22 contains 58235 members 
Mstep: Class 23 contains 6214 members 
Mstep: Class 24 contains 30471 members 
Mstep: Class 25 contains 21513 members 
Mstep: Class 26 contains 15409 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 1055 members 
Mstep: Class 31 contains 14632 members 
Mstep: Class 32 contains 8568 members 
Mstep: Class 33 contains 18864 members 
Mstep: Class 34 contains 9904 members 
Mstep: Class 35 contains 39766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117058792.000000 Penalty: 116646.921875
Iteration 42Q: 36 clusters Score -1.170588e+08 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 27851 members 
Mstep: Class 4 contains 57364 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 52966 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 40693 members 
Mstep: Class 11 contains 12974 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 4107 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 11896 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 20041 members 
Mstep: Class 19 contains 59675 members 
Mstep: Class 20 contains 54780 members 
Mstep: Class 21 contains 63264 members 
Mstep: Class 22 contains 58503 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 31842 members 
Mstep: Class 25 contains 22123 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 1074 members 
Mstep: Class 31 contains 14791 members 
Mstep: Class 32 contains 8512 members 
Mstep: Class 33 contains 18951 members 
Mstep: Class 34 contains 9946 members 
Mstep: Class 35 contains 39531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117062696.000000 Penalty: 116646.921875
Iteration 43Q: 36 clusters Score -1.170627e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 26681 members 
Mstep: Class 4 contains 58085 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 52421 members 
Mstep: Class 7 contains 9874 members 
Mstep: Class 8 contains 4629 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 40862 members 
Mstep: Class 11 contains 12818 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 11924 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 19989 members 
Mstep: Class 19 contains 58760 members 
Mstep: Class 20 contains 54000 members 
Mstep: Class 21 contains 64283 members 
Mstep: Class 22 contains 58499 members 
Mstep: Class 23 contains 5905 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 22702 members 
Mstep: Class 26 contains 15050 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 1098 members 
Mstep: Class 31 contains 14863 members 
Mstep: Class 32 contains 8450 members 
Mstep: Class 33 contains 18989 members 
Mstep: Class 34 contains 9979 members 
Mstep: Class 35 contains 39184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117064600.000000 Penalty: 116646.921875
Iteration 44Q: 36 clusters Score -1.170646e+08 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 25832 members 
Mstep: Class 4 contains 58619 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 6 contains 51850 members 
Mstep: Class 7 contains 9536 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 9370 members 
Mstep: Class 10 contains 41001 members 
Mstep: Class 11 contains 12697 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 4219 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 19960 members 
Mstep: Class 19 contains 58184 members 
Mstep: Class 20 contains 53163 members 
Mstep: Class 21 contains 64910 members 
Mstep: Class 22 contains 58383 members 
Mstep: Class 23 contains 5777 members 
Mstep: Class 24 contains 35300 members 
Mstep: Class 25 contains 23177 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 1124 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 8383 members 
Mstep: Class 33 contains 19009 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 38826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117068016.000000 Penalty: 116646.921875
Iteration 45Q: 36 clusters Score -1.17068e+08 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 25159 members 
Mstep: Class 4 contains 59031 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 51306 members 
Mstep: Class 7 contains 9295 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 9409 members 
Mstep: Class 10 contains 41100 members 
Mstep: Class 11 contains 12540 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 7816 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 57687 members 
Mstep: Class 20 contains 52296 members 
Mstep: Class 21 contains 65420 members 
Mstep: Class 22 contains 58153 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 37223 members 
Mstep: Class 25 contains 23562 members 
Mstep: Class 26 contains 14811 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 1158 members 
Mstep: Class 31 contains 14798 members 
Mstep: Class 32 contains 8328 members 
Mstep: Class 33 contains 19010 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 38495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117070160.000000 Penalty: 116646.921875
Iteration 46Q: 36 clusters Score -1.170702e+08 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10116 members 
Mstep: Class 3 contains 24616 members 
Mstep: Class 4 contains 59363 members 
Mstep: Class 5 contains 5209 members 
Mstep: Class 6 contains 50809 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 9432 members 
Mstep: Class 10 contains 41181 members 
Mstep: Class 11 contains 12390 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 7888 members 
Mstep: Class 18 contains 19928 members 
Mstep: Class 19 contains 57294 members 
Mstep: Class 20 contains 51360 members 
Mstep: Class 21 contains 65844 members 
Mstep: Class 22 contains 57849 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 39205 members 
Mstep: Class 25 contains 23923 members 
Mstep: Class 26 contains 14712 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 14728 members 
Mstep: Class 32 contains 8263 members 
Mstep: Class 33 contains 19001 members 
Mstep: Class 34 contains 10049 members 
Mstep: Class 35 contains 38224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117071680.000000 Penalty: 116646.921875
Iteration 47Q: 36 clusters Score -1.170717e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10137 members 
Mstep: Class 3 contains 24173 members 
Mstep: Class 4 contains 59629 members 
Mstep: Class 5 contains 5221 members 
Mstep: Class 6 contains 50410 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 41243 members 
Mstep: Class 11 contains 12264 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12060 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 19923 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 50512 members 
Mstep: Class 21 contains 66189 members 
Mstep: Class 22 contains 57516 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 40965 members 
Mstep: Class 25 contains 24263 members 
Mstep: Class 26 contains 14600 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 1215 members 
Mstep: Class 31 contains 14677 members 
Mstep: Class 32 contains 8213 members 
Mstep: Class 33 contains 18993 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 37967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117073312.000000 Penalty: 116646.921875
Iteration 48Q: 36 clusters Score -1.170733e+08 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10148 members 
Mstep: Class 3 contains 23822 members 
Mstep: Class 4 contains 59845 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 50211 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 9444 members 
Mstep: Class 10 contains 41292 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 8001 members 
Mstep: Class 18 contains 19913 members 
Mstep: Class 19 contains 56650 members 
Mstep: Class 20 contains 49902 members 
Mstep: Class 21 contains 66470 members 
Mstep: Class 22 contains 57139 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 42354 members 
Mstep: Class 25 contains 24595 members 
Mstep: Class 26 contains 14514 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 1249 members 
Mstep: Class 31 contains 14627 members 
Mstep: Class 32 contains 8163 members 
Mstep: Class 33 contains 18983 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 37689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117074464.000000 Penalty: 116646.921875
Iteration 49Q: 36 clusters Score -1.170745e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10157 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 60019 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 50124 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 41340 members 
Mstep: Class 11 contains 12044 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 8060 members 
Mstep: Class 18 contains 19911 members 
Mstep: Class 19 contains 56382 members 
Mstep: Class 20 contains 49473 members 
Mstep: Class 21 contains 66714 members 
Mstep: Class 22 contains 56839 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 43340 members 
Mstep: Class 25 contains 24909 members 
Mstep: Class 26 contains 14447 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2297 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 14577 members 
Mstep: Class 32 contains 8106 members 
Mstep: Class 33 contains 18969 members 
Mstep: Class 34 contains 10073 members 
Mstep: Class 35 contains 37457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117075336.000000 Penalty: 116646.921875
Iteration 50Q: 36 clusters Score -1.170753e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 60161 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 50086 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 6021 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 41387 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8110 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 56129 members 
Mstep: Class 20 contains 49176 members 
Mstep: Class 21 contains 66949 members 
Mstep: Class 22 contains 56623 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 44004 members 
Mstep: Class 25 contains 25246 members 
Mstep: Class 26 contains 14378 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 14526 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 18962 members 
Mstep: Class 34 contains 10070 members 
Mstep: Class 35 contains 37266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117076224.000000 Penalty: 116646.921875
Iteration 51Q: 36 clusters Score -1.170762e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 23130 members 
Mstep: Class 4 contains 60289 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 50005 members 
Mstep: Class 7 contains 7962 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 41415 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 12162 members 
Mstep: Class 17 contains 8153 members 
Mstep: Class 18 contains 19911 members 
Mstep: Class 19 contains 55913 members 
Mstep: Class 20 contains 49027 members 
Mstep: Class 21 contains 67151 members 
Mstep: Class 22 contains 56473 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 44470 members 
Mstep: Class 25 contains 25575 members 
Mstep: Class 26 contains 14318 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 1317 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 8015 members 
Mstep: Class 33 contains 18951 members 
Mstep: Class 34 contains 10070 members 
Mstep: Class 35 contains 37105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117077184.000000 Penalty: 116646.921875
Iteration 52Q: 36 clusters Score -1.170772e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 22931 members 
Mstep: Class 4 contains 60392 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 49982 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 9412 members 
Mstep: Class 10 contains 41449 members 
Mstep: Class 11 contains 11733 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 12185 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 18 contains 19917 members 
Mstep: Class 19 contains 55679 members 
Mstep: Class 20 contains 48963 members 
Mstep: Class 21 contains 67345 members 
Mstep: Class 22 contains 56400 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 44728 members 
Mstep: Class 25 contains 25907 members 
Mstep: Class 26 contains 14253 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 1330 members 
Mstep: Class 31 contains 14460 members 
Mstep: Class 32 contains 7977 members 
Mstep: Class 33 contains 18939 members 
Mstep: Class 34 contains 10074 members 
Mstep: Class 35 contains 36927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117077424.000000 Penalty: 116646.921875
Iteration 53Q: 36 clusters Score -1.170774e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 22771 members 
Mstep: Class 4 contains 60474 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 49958 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 9395 members 
Mstep: Class 10 contains 41483 members 
Mstep: Class 11 contains 11655 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 8241 members 
Mstep: Class 18 contains 19914 members 
Mstep: Class 19 contains 55456 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 21 contains 67524 members 
Mstep: Class 22 contains 56394 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 44823 members 
Mstep: Class 25 contains 26213 members 
Mstep: Class 26 contains 14193 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 1340 members 
Mstep: Class 31 contains 14435 members 
Mstep: Class 32 contains 7935 members 
Mstep: Class 33 contains 18922 members 
Mstep: Class 34 contains 10079 members 
Mstep: Class 35 contains 36807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117077952.000000 Penalty: 116646.921875
Iteration 54Q: 36 clusters Score -1.17078e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 22604 members 
Mstep: Class 4 contains 60517 members 
Mstep: Class 5 contains 5242 members 
Mstep: Class 6 contains 49923 members 
Mstep: Class 7 contains 7412 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 9379 members 
Mstep: Class 10 contains 41507 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 8280 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 55272 members 
Mstep: Class 20 contains 49027 members 
Mstep: Class 21 contains 67708 members 
Mstep: Class 22 contains 56391 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 44867 members 
Mstep: Class 25 contains 26491 members 
Mstep: Class 26 contains 14138 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1339 members 
Mstep: Class 31 contains 14431 members 
Mstep: Class 32 contains 7899 members 
Mstep: Class 33 contains 18897 members 
Mstep: Class 34 contains 10083 members 
Mstep: Class 35 contains 36683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117078608.000000 Penalty: 116646.921875
Iteration 55Q: 36 clusters Score -1.170786e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 22486 members 
Mstep: Class 4 contains 60535 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 49917 members 
Mstep: Class 7 contains 7252 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 9368 members 
Mstep: Class 10 contains 41530 members 
Mstep: Class 11 contains 11531 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 8313 members 
Mstep: Class 18 contains 19902 members 
Mstep: Class 19 contains 55110 members 
Mstep: Class 20 contains 49113 members 
Mstep: Class 21 contains 67861 members 
Mstep: Class 22 contains 56386 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 44858 members 
Mstep: Class 25 contains 26756 members 
Mstep: Class 26 contains 14113 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 32 contains 7870 members 
Mstep: Class 33 contains 18879 members 
Mstep: Class 34 contains 10085 members 
Mstep: Class 35 contains 36538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117079056.000000 Penalty: 116646.921875
Iteration 56Q: 36 clusters Score -1.170791e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10191 members 
Mstep: Class 3 contains 22364 members 
Mstep: Class 4 contains 60553 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 49921 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 7104 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 10 contains 41548 members 
Mstep: Class 11 contains 11482 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12231 members 
Mstep: Class 17 contains 8338 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 54961 members 
Mstep: Class 20 contains 49239 members 
Mstep: Class 21 contains 67977 members 
Mstep: Class 22 contains 56372 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 27001 members 
Mstep: Class 26 contains 14095 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14413 members 
Mstep: Class 32 contains 7847 members 
Mstep: Class 33 contains 18873 members 
Mstep: Class 34 contains 10087 members 
Mstep: Class 35 contains 36402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117079472.000000 Penalty: 116646.921875
Iteration 57Q: 36 clusters Score -1.170795e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 22272 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 49918 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 41566 members 
Mstep: Class 11 contains 11427 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4431 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12243 members 
Mstep: Class 17 contains 8369 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 54839 members 
Mstep: Class 20 contains 49378 members 
Mstep: Class 21 contains 68068 members 
Mstep: Class 22 contains 56372 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 44747 members 
Mstep: Class 25 contains 27225 members 
Mstep: Class 26 contains 14062 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 14409 members 
Mstep: Class 32 contains 7816 members 
Mstep: Class 33 contains 18856 members 
Mstep: Class 34 contains 10086 members 
Mstep: Class 35 contains 36269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117079632.000000 Penalty: 116646.921875
Iteration 58Q: 36 clusters Score -1.170796e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 22161 members 
Mstep: Class 4 contains 60614 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 49912 members 
Mstep: Class 7 contains 6848 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 10 contains 41575 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12246 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 19881 members 
Mstep: Class 19 contains 54693 members 
Mstep: Class 20 contains 49539 members 
Mstep: Class 21 contains 68160 members 
Mstep: Class 22 contains 56368 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 44696 members 
Mstep: Class 25 contains 27453 members 
Mstep: Class 26 contains 14044 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 14413 members 
Mstep: Class 32 contains 7796 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 36121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117080152.000000 Penalty: 116646.921875
Iteration 59Q: 36 clusters Score -1.170802e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 60640 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 49928 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 7460 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 10 contains 41581 members 
Mstep: Class 11 contains 11356 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 8420 members 
Mstep: Class 18 contains 19873 members 
Mstep: Class 19 contains 54576 members 
Mstep: Class 20 contains 49635 members 
Mstep: Class 21 contains 68243 members 
Mstep: Class 22 contains 56344 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 44694 members 
Mstep: Class 25 contains 27668 members 
Mstep: Class 26 contains 14027 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2346 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 14410 members 
Mstep: Class 32 contains 7771 members 
Mstep: Class 33 contains 18842 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 35996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117085928.000000 Penalty: 116646.921875
Iteration 60F: 36 clusters Score -1.170859e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 21900 members 
Mstep: Class 4 contains 60664 members 
Mstep: Class 5 contains 5285 members 
Mstep: Class 6 contains 49945 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 41587 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4447 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 19859 members 
Mstep: Class 19 contains 54447 members 
Mstep: Class 20 contains 49740 members 
Mstep: Class 21 contains 68329 members 
Mstep: Class 22 contains 56311 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 44692 members 
Mstep: Class 25 contains 27870 members 
Mstep: Class 26 contains 14012 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2350 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 1355 members 
Mstep: Class 31 contains 14415 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 18825 members 
Mstep: Class 34 contains 10078 members 
Mstep: Class 35 contains 35872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117090552.000000 Penalty: 116646.921875
Iteration 61Q: 36 clusters Score -1.170906e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 60686 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 49930 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 41595 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 8470 members 
Mstep: Class 18 contains 19841 members 
Mstep: Class 19 contains 54313 members 
Mstep: Class 20 contains 49842 members 
Mstep: Class 21 contains 68416 members 
Mstep: Class 22 contains 56303 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 44692 members 
Mstep: Class 25 contains 28148 members 
Mstep: Class 26 contains 13993 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2355 members 
Mstep: Class 29 contains 744 members 
Mstep: Class 30 contains 1358 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 32 contains 7724 members 
Mstep: Class 33 contains 18808 members 
Mstep: Class 34 contains 10077 members 
Mstep: Class 35 contains 35747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117091488.000000 Penalty: 116646.921875
Iteration 62Q: 36 clusters Score -1.170915e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10197 members 
Mstep: Class 3 contains 21672 members 
Mstep: Class 4 contains 60693 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 49912 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 9355 members 
Mstep: Class 10 contains 41599 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4454 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 54241 members 
Mstep: Class 20 contains 49961 members 
Mstep: Class 21 contains 68470 members 
Mstep: Class 22 contains 56303 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 44687 members 
Mstep: Class 25 contains 28413 members 
Mstep: Class 26 contains 13980 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2363 members 
Mstep: Class 29 contains 737 members 
Mstep: Class 30 contains 1362 members 
Mstep: Class 31 contains 14427 members 
Mstep: Class 32 contains 7705 members 
Mstep: Class 33 contains 18791 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 35596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117092144.000000 Penalty: 116646.921875
Iteration 63Q: 36 clusters Score -1.170921e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10197 members 
Mstep: Class 3 contains 21592 members 
Mstep: Class 4 contains 60706 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 49882 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 8036 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 41606 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4457 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 12259 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 19795 members 
Mstep: Class 19 contains 54133 members 
Mstep: Class 20 contains 50099 members 
Mstep: Class 21 contains 68524 members 
Mstep: Class 22 contains 56274 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 44714 members 
Mstep: Class 25 contains 28694 members 
Mstep: Class 26 contains 13955 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2374 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1362 members 
Mstep: Class 31 contains 14437 members 
Mstep: Class 32 contains 7695 members 
Mstep: Class 33 contains 18754 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 35441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117093064.000000 Penalty: 116646.921875
Iteration 64Q: 36 clusters Score -1.170931e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 60708 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 49852 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 41614 members 
Mstep: Class 11 contains 11000 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 12270 members 
Mstep: Class 17 contains 8518 members 
Mstep: Class 18 contains 19771 members 
Mstep: Class 19 contains 54040 members 
Mstep: Class 20 contains 50267 members 
Mstep: Class 21 contains 68569 members 
Mstep: Class 22 contains 56257 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 44724 members 
Mstep: Class 25 contains 28947 members 
Mstep: Class 26 contains 13935 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 727 members 
Mstep: Class 30 contains 1358 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 7686 members 
Mstep: Class 33 contains 18729 members 
Mstep: Class 34 contains 10039 members 
Mstep: Class 35 contains 35267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117093840.000000 Penalty: 116646.921875
Iteration 65Q: 36 clusters Score -1.170938e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 21394 members 
Mstep: Class 4 contains 60712 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 49801 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 12279 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 19742 members 
Mstep: Class 19 contains 53965 members 
Mstep: Class 20 contains 50452 members 
Mstep: Class 21 contains 68588 members 
Mstep: Class 22 contains 56244 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 44761 members 
Mstep: Class 25 contains 29174 members 
Mstep: Class 26 contains 13893 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 7679 members 
Mstep: Class 33 contains 18711 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 35074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117094352.000000 Penalty: 116646.921875
Iteration 66Q: 36 clusters Score -1.170944e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10152 members 
Mstep: Class 3 contains 21265 members 
Mstep: Class 4 contains 60704 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 49780 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 8622 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 10 contains 41620 members 
Mstep: Class 11 contains 10918 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 4468 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 8539 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 53909 members 
Mstep: Class 20 contains 50649 members 
Mstep: Class 21 contains 68604 members 
Mstep: Class 22 contains 56226 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 44785 members 
Mstep: Class 25 contains 29398 members 
Mstep: Class 26 contains 13844 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1357 members 
Mstep: Class 31 contains 14437 members 
Mstep: Class 32 contains 7667 members 
Mstep: Class 33 contains 18685 members 
Mstep: Class 34 contains 9992 members 
Mstep: Class 35 contains 34843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117094896.000000 Penalty: 116646.921875
Iteration 67Q: 36 clusters Score -1.170949e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10136 members 
Mstep: Class 3 contains 21127 members 
Mstep: Class 4 contains 60696 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 49740 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 8754 members 
Mstep: Class 9 contains 9318 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 482 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 8547 members 
Mstep: Class 18 contains 19694 members 
Mstep: Class 19 contains 53883 members 
Mstep: Class 20 contains 50905 members 
Mstep: Class 21 contains 68609 members 
Mstep: Class 22 contains 56171 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 44807 members 
Mstep: Class 25 contains 29605 members 
Mstep: Class 26 contains 13789 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1359 members 
Mstep: Class 31 contains 14424 members 
Mstep: Class 32 contains 7656 members 
Mstep: Class 33 contains 18665 members 
Mstep: Class 34 contains 9974 members 
Mstep: Class 35 contains 34627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117095432.000000 Penalty: 116646.921875
Iteration 68Q: 36 clusters Score -1.170954e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10120 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 60696 members 
Mstep: Class 5 contains 5327 members 
Mstep: Class 6 contains 49710 members 
Mstep: Class 7 contains 6203 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 41622 members 
Mstep: Class 11 contains 10916 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4484 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 8552 members 
Mstep: Class 18 contains 19667 members 
Mstep: Class 19 contains 53843 members 
Mstep: Class 20 contains 51156 members 
Mstep: Class 21 contains 68608 members 
Mstep: Class 22 contains 56103 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 44878 members 
Mstep: Class 25 contains 29781 members 
Mstep: Class 26 contains 13719 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1357 members 
Mstep: Class 31 contains 14411 members 
Mstep: Class 32 contains 7653 members 
Mstep: Class 33 contains 18641 members 
Mstep: Class 34 contains 9949 members 
Mstep: Class 35 contains 34373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117095944.000000 Penalty: 116646.921875
Iteration 69Q: 36 clusters Score -1.170959e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10101 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 60681 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 49678 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 8558 members 
Mstep: Class 18 contains 19645 members 
Mstep: Class 19 contains 53794 members 
Mstep: Class 20 contains 51417 members 
Mstep: Class 21 contains 68608 members 
Mstep: Class 22 contains 56021 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 44950 members 
Mstep: Class 25 contains 29957 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1354 members 
Mstep: Class 31 contains 14406 members 
Mstep: Class 32 contains 7646 members 
Mstep: Class 33 contains 18599 members 
Mstep: Class 34 contains 9946 members 
Mstep: Class 35 contains 34085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117096496.000000 Penalty: 116646.921875
Iteration 70Q: 36 clusters Score -1.170965e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 60660 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 49699 members 
Mstep: Class 7 contains 6391 members 
Mstep: Class 8 contains 9095 members 
Mstep: Class 9 contains 9307 members 
Mstep: Class 10 contains 41625 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12294 members 
Mstep: Class 17 contains 8560 members 
Mstep: Class 18 contains 19620 members 
Mstep: Class 19 contains 53757 members 
Mstep: Class 20 contains 51661 members 
Mstep: Class 21 contains 68600 members 
Mstep: Class 22 contains 55925 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 45005 members 
Mstep: Class 25 contains 30134 members 
Mstep: Class 26 contains 13633 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1354 members 
Mstep: Class 31 contains 14406 members 
Mstep: Class 32 contains 7646 members 
Mstep: Class 33 contains 18556 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 33817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117097160.000000 Penalty: 116646.921875
Iteration 71Q: 36 clusters Score -1.170972e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 20467 members 
Mstep: Class 4 contains 60642 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 49680 members 
Mstep: Class 7 contains 6513 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 10 contains 41628 members 
Mstep: Class 11 contains 11019 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4505 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 53726 members 
Mstep: Class 20 contains 51969 members 
Mstep: Class 21 contains 68584 members 
Mstep: Class 22 contains 55832 members 
Mstep: Class 23 contains 5515 members 
Mstep: Class 24 contains 45077 members 
Mstep: Class 25 contains 30290 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 7639 members 
Mstep: Class 33 contains 18505 members 
Mstep: Class 34 contains 9945 members 
Mstep: Class 35 contains 33491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117097200.000000 Penalty: 116646.921875
Iteration 72Q: 36 clusters Score -1.170972e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10089 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 60623 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 49660 members 
Mstep: Class 7 contains 6651 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 9298 members 
Mstep: Class 10 contains 41630 members 
Mstep: Class 11 contains 11073 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4512 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12308 members 
Mstep: Class 17 contains 8569 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 53702 members 
Mstep: Class 20 contains 52316 members 
Mstep: Class 21 contains 68551 members 
Mstep: Class 22 contains 55724 members 
Mstep: Class 23 contains 5515 members 
Mstep: Class 24 contains 45156 members 
Mstep: Class 25 contains 30413 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 727 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 14388 members 
Mstep: Class 32 contains 7635 members 
Mstep: Class 33 contains 18433 members 
Mstep: Class 34 contains 9942 members 
Mstep: Class 35 contains 33139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117097264.000000 Penalty: 116646.921875
Iteration 73Q: 36 clusters Score -1.170973e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 20214 members 
Mstep: Class 4 contains 60607 members 
Mstep: Class 5 contains 5345 members 
Mstep: Class 6 contains 49647 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 41641 members 
Mstep: Class 11 contains 11082 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12312 members 
Mstep: Class 17 contains 8574 members 
Mstep: Class 18 contains 19544 members 
Mstep: Class 19 contains 53667 members 
Mstep: Class 20 contains 52604 members 
Mstep: Class 21 contains 68515 members 
Mstep: Class 22 contains 55594 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 45264 members 
Mstep: Class 25 contains 30539 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 14378 members 
Mstep: Class 32 contains 7632 members 
Mstep: Class 33 contains 18369 members 
Mstep: Class 34 contains 9947 members 
Mstep: Class 35 contains 32838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117097600.000000 Penalty: 116646.921875
Iteration 74Q: 36 clusters Score -1.170976e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 49595 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 10 contains 41649 members 
Mstep: Class 11 contains 11104 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12317 members 
Mstep: Class 17 contains 8577 members 
Mstep: Class 18 contains 19528 members 
Mstep: Class 19 contains 53642 members 
Mstep: Class 20 contains 52925 members 
Mstep: Class 21 contains 68475 members 
Mstep: Class 22 contains 55522 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 45308 members 
Mstep: Class 25 contains 30654 members 
Mstep: Class 26 contains 13468 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 14379 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 18304 members 
Mstep: Class 34 contains 9950 members 
Mstep: Class 35 contains 32552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117098000.000000 Penalty: 116646.921875
Iteration 75Q: 36 clusters Score -1.17098e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 19989 members 
Mstep: Class 4 contains 60532 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 49578 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 9619 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 11 contains 11135 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4528 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12319 members 
Mstep: Class 17 contains 8585 members 
Mstep: Class 18 contains 19515 members 
Mstep: Class 19 contains 53607 members 
Mstep: Class 20 contains 53223 members 
Mstep: Class 21 contains 68423 members 
Mstep: Class 22 contains 55393 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 45377 members 
Mstep: Class 25 contains 30747 members 
Mstep: Class 26 contains 13446 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2390 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 7617 members 
Mstep: Class 33 contains 18238 members 
Mstep: Class 34 contains 9955 members 
Mstep: Class 35 contains 32303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117098232.000000 Penalty: 116646.921875
Iteration 76Q: 36 clusters Score -1.170982e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 19911 members 
Mstep: Class 4 contains 60494 members 
Mstep: Class 5 contains 5375 members 
Mstep: Class 6 contains 49619 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 41657 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12330 members 
Mstep: Class 17 contains 8589 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 53596 members 
Mstep: Class 20 contains 53445 members 
Mstep: Class 21 contains 68337 members 
Mstep: Class 22 contains 55221 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 45434 members 
Mstep: Class 25 contains 30816 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2390 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 14352 members 
Mstep: Class 32 contains 7612 members 
Mstep: Class 33 contains 18160 members 
Mstep: Class 34 contains 9963 members 
Mstep: Class 35 contains 32095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117098360.000000 Penalty: 116646.921875
Iteration 77Q: 36 clusters Score -1.170984e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 19844 members 
Mstep: Class 4 contains 60452 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 49649 members 
Mstep: Class 7 contains 7252 members 
Mstep: Class 8 contains 9916 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 41650 members 
Mstep: Class 11 contains 11157 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 8595 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 53620 members 
Mstep: Class 20 contains 53668 members 
Mstep: Class 21 contains 68215 members 
Mstep: Class 22 contains 55055 members 
Mstep: Class 23 contains 5551 members 
Mstep: Class 24 contains 45478 members 
Mstep: Class 25 contains 30873 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 14334 members 
Mstep: Class 32 contains 7604 members 
Mstep: Class 33 contains 18098 members 
Mstep: Class 34 contains 9967 members 
Mstep: Class 35 contains 31900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117098584.000000 Penalty: 116646.921875
Iteration 78Q: 36 clusters Score -1.170986e+08 nChanged 2015
Entering ConstructFrom: 
Score: -117098584.000000 Penalty: 116646.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -192031.906250 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -192031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -190090.406250 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -190090.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -191142.812500 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -191142.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -192027.859375 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -192027.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -192992.843750 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -192992.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -193393.609375 Penalty: 3545.189453
	Iteration 4F: 3 clusters Score -193393.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -193478.687500 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -193478.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193521.031250 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -193521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193533.281250 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -193533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193535.125000 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -193535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193535.125000 Penalty: 3545.189453
	Iteration 9F: 3 clusters Score -193535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10088 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 60407 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 49646 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Entering Unmasked Estep 
Score: -117098736.000000 Penalty: 119979.687500
Splitting cluster 1 changes total score from -117098584.000000 to -117098736.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1758619.125000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -1758619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1750844.000000 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -1750844 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1753340.750000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -1753341 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1754084.375000 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -1754084 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1755200.375000 Penalty: 4572.674316
	Iteration 3F: 3 clusters Score -1755200 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1757124.125000 Penalty: 4572.674316
	Iteration 4F: 3 clusters Score -1757124 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1760438.875000 Penalty: 4572.674316
	Iteration 5F: 3 clusters Score -1760439 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1761737.625000 Penalty: 4572.674316
	Iteration 6F: 3 clusters Score -1761738 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1763031.500000 Penalty: 4572.674316
	Iteration 7Q: 3 clusters Score -1763032 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1764689.750000 Penalty: 4572.674316
	Iteration 8Q: 3 clusters Score -1764690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1765692.250000 Penalty: 4572.674316
	Iteration 9Q: 3 clusters Score -1765692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1766143.625000 Penalty: 4572.674316
	Iteration 10Q: 3 clusters Score -1766144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1766273.250000 Penalty: 4572.674316
	Iteration 11Q: 3 clusters Score -1766273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1766298.125000 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -1766298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1766298.625000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -1766299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1766298.625000 Penalty: 4572.674316
	Iteration 14F: 3 clusters Score -1766299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 60407 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 49646 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Entering Unmasked Estep 
Score: -117105040.000000 Penalty: 123312.460938
Splitting cluster 2 changes total score from -117098584.000000 to -117105040.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -3362027.750000 Penalty: 2453.296631
	Iteration 0F: 2 clusters Score -3362028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3348153.250000 Penalty: 4906.593262
	Iteration 0F: 3 clusters Score -3348153 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3353481.500000 Penalty: 4906.593262
	Iteration 1F: 3 clusters Score -3353482 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3354495.000000 Penalty: 4906.593262
	Iteration 2F: 3 clusters Score -3354495 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3355638.750000 Penalty: 4906.593262
	Iteration 3F: 3 clusters Score -3355639 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3356615.500000 Penalty: 4906.593262
	Iteration 4F: 3 clusters Score -3356616 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3357348.250000 Penalty: 4906.593262
	Iteration 5F: 3 clusters Score -3357348 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3357859.250000 Penalty: 4906.593262
	Iteration 6F: 3 clusters Score -3357859 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3358222.750000 Penalty: 4906.593262
	Iteration 7Q: 3 clusters Score -3358223 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3358512.750000 Penalty: 4906.593262
	Iteration 8Q: 3 clusters Score -3358513 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3358752.750000 Penalty: 4906.593262
	Iteration 9Q: 3 clusters Score -3358753 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3358951.750000 Penalty: 4906.593262
	Iteration 10Q: 3 clusters Score -3358952 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3359135.000000 Penalty: 4906.593262
	Iteration 11Q: 3 clusters Score -3359135 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3359289.250000 Penalty: 4906.593262
	Iteration 12Q: 3 clusters Score -3359289 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3359422.500000 Penalty: 4906.593262
	Iteration 13Q: 3 clusters Score -3359422 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3359564.250000 Penalty: 4906.593262
	Iteration 14Q: 3 clusters Score -3359564 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3359698.500000 Penalty: 4906.593262
	Iteration 15Q: 3 clusters Score -3359698 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3359835.750000 Penalty: 4906.593262
	Iteration 16Q: 3 clusters Score -3359836 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3359973.250000 Penalty: 4906.593262
	Iteration 17Q: 3 clusters Score -3359973 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3360103.250000 Penalty: 4906.593262
	Iteration 18Q: 3 clusters Score -3360103 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3360206.000000 Penalty: 4906.593262
	Iteration 19Q: 3 clusters Score -3360206 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3360312.000000 Penalty: 4906.593262
	Iteration 20F: 3 clusters Score -3360312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3360386.500000 Penalty: 4906.593262
	Iteration 21Q: 3 clusters Score -3360386 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3360470.750000 Penalty: 4906.593262
	Iteration 22Q: 3 clusters Score -3360471 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3360551.750000 Penalty: 4906.593262
	Iteration 23Q: 3 clusters Score -3360552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3360629.000000 Penalty: 4906.593262
	Iteration 24Q: 3 clusters Score -3360629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3360693.500000 Penalty: 4906.593262
	Iteration 25Q: 3 clusters Score -3360694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3360752.000000 Penalty: 4906.593262
	Iteration 26Q: 3 clusters Score -3360752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3360812.500000 Penalty: 4906.593262
	Iteration 27Q: 3 clusters Score -3360812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3360859.250000 Penalty: 4906.593262
	Iteration 28Q: 3 clusters Score -3360859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3360904.500000 Penalty: 4906.593262
	Iteration 29Q: 3 clusters Score -3360904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3360933.250000 Penalty: 4906.593262
	Iteration 30Q: 3 clusters Score -3360933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3360949.250000 Penalty: 4906.593262
	Iteration 31Q: 3 clusters Score -3360949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3360972.750000 Penalty: 4906.593262
	Iteration 32Q: 3 clusters Score -3360973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3360993.500000 Penalty: 4906.593262
	Iteration 33Q: 3 clusters Score -3360994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3361010.000000 Penalty: 4906.593262
	Iteration 34Q: 3 clusters Score -3361010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3361026.000000 Penalty: 4906.593262
	Iteration 35Q: 3 clusters Score -3361026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3361036.500000 Penalty: 4906.593262
	Iteration 36Q: 3 clusters Score -3361036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3361046.000000 Penalty: 4906.593262
	Iteration 37Q: 3 clusters Score -3361046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3361052.500000 Penalty: 4906.593262
	Iteration 38Q: 3 clusters Score -3361052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3361057.250000 Penalty: 4906.593262
	Iteration 39Q: 3 clusters Score -3361057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3361062.500000 Penalty: 4906.593262
	Iteration 40F: 3 clusters Score -3361062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3361063.250000 Penalty: 4906.593262
	Iteration 41Q: 3 clusters Score -3361063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3361066.750000 Penalty: 4906.593262
	Iteration 42Q: 3 clusters Score -3361067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3361069.250000 Penalty: 4906.593262
	Iteration 43Q: 3 clusters Score -3361069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3361070.750000 Penalty: 4906.593262
	Iteration 44Q: 3 clusters Score -3361071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3361071.500000 Penalty: 4906.593262
	Iteration 45Q: 3 clusters Score -3361072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3361071.250000 Penalty: 4906.593262
	Iteration 46Q: 3 clusters Score -3361071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3361071.250000 Penalty: 4906.593262
	Iteration 47F: 3 clusters Score -3361071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Entering Unmasked Estep 
Score: -10702208.000000 Penalty: 2730.197510
	Iteration 0F: 2 clusters Score -1.070221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -10673581.000000 Penalty: 5460.395020
	Iteration 0F: 3 clusters Score -1.067358e+07 nChanged 28231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -10689232.000000 Penalty: 5460.395020
	Iteration 1F: 3 clusters Score -1.068923e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -10689846.000000 Penalty: 5460.395020
	Iteration 2Q: 3 clusters Score -1.068985e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -10690486.000000 Penalty: 5460.395020
	Iteration 3Q: 3 clusters Score -1.069049e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -10691186.000000 Penalty: 5460.395020
	Iteration 4Q: 3 clusters Score -1.069119e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -10691953.000000 Penalty: 5460.395020
	Iteration 5Q: 3 clusters Score -1.069195e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -10693048.000000 Penalty: 5460.395020
	Iteration 6Q: 3 clusters Score -1.069305e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -10694494.000000 Penalty: 5460.395020
	Iteration 7Q: 3 clusters Score -1.069449e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -10696503.000000 Penalty: 5460.395020
	Iteration 8F: 3 clusters Score -1.06965e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -10698806.000000 Penalty: 5460.395020
	Iteration 9F: 3 clusters Score -1.069881e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -10701057.000000 Penalty: 5460.395020
	Iteration 10F: 3 clusters Score -1.070106e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -10702952.000000 Penalty: 5460.395020
	Iteration 11Q: 3 clusters Score -1.070295e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -10704677.000000 Penalty: 5460.395020
	Iteration 12Q: 3 clusters Score -1.070468e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -10706204.000000 Penalty: 5460.395020
	Iteration 13Q: 3 clusters Score -1.07062e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -10707541.000000 Penalty: 5460.395020
	Iteration 14Q: 3 clusters Score -1.070754e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -10708821.000000 Penalty: 5460.395020
	Iteration 15Q: 3 clusters Score -1.070882e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -10709863.000000 Penalty: 5460.395020
	Iteration 16Q: 3 clusters Score -1.070986e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -10710773.000000 Penalty: 5460.395020
	Iteration 17Q: 3 clusters Score -1.071077e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -10711775.000000 Penalty: 5460.395020
	Iteration 18Q: 3 clusters Score -1.071178e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -10712812.000000 Penalty: 5460.395020
	Iteration 19Q: 3 clusters Score -1.071281e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -10713914.000000 Penalty: 5460.395020
	Iteration 20F: 3 clusters Score -1.071391e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -10714866.000000 Penalty: 5460.395020
	Iteration 21Q: 3 clusters Score -1.071487e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -10715536.000000 Penalty: 5460.395020
	Iteration 22Q: 3 clusters Score -1.071554e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -10716045.000000 Penalty: 5460.395020
	Iteration 23Q: 3 clusters Score -1.071604e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -10716293.000000 Penalty: 5460.395020
	Iteration 24Q: 3 clusters Score -1.071629e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -10716389.000000 Penalty: 5460.395020
	Iteration 25Q: 3 clusters Score -1.071639e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -10716514.000000 Penalty: 5460.395020
	Iteration 26Q: 3 clusters Score -1.071651e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -10716499.000000 Penalty: 5460.395020
	Iteration 27Q: 3 clusters Score -1.07165e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -10716558.000000 Penalty: 5460.395020
	Iteration 28Q: 3 clusters Score -1.071656e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10716591.000000 Penalty: 5460.395020
	Iteration 29Q: 3 clusters Score -1.071659e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -10716588.000000 Penalty: 5460.395020
	Iteration 30Q: 3 clusters Score -1.071659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -10716570.000000 Penalty: 5460.395020
	Iteration 31Q: 3 clusters Score -1.071657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -10716587.000000 Penalty: 5460.395020
	Iteration 32Q: 3 clusters Score -1.071659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -10716597.000000 Penalty: 5460.395020
	Iteration 33Q: 3 clusters Score -1.07166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -10716587.000000 Penalty: 5460.395020
	Iteration 34Q: 3 clusters Score -1.071659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -10716589.000000 Penalty: 5460.395020
	Iteration 35Q: 3 clusters Score -1.071659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -10716583.000000 Penalty: 5460.395020
	Iteration 36Q: 3 clusters Score -1.071658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -10716578.000000 Penalty: 5460.395020
	Iteration 37Q: 3 clusters Score -1.071658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -10716571.000000 Penalty: 5460.395020
	Iteration 38Q: 3 clusters Score -1.071657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -10716571.000000 Penalty: 5460.395020
	Iteration 39F: 3 clusters Score -1.071657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 49646 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Entering Unmasked Estep 
Score: -117118968.000000 Penalty: 126645.226562
Splitting cluster 4 changes total score from -117098584.000000 to -117118968.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -915408.375000 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -915408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -910697.750000 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -910697.8 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -912294.187500 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -912294.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -913238.000000 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -913238 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -914799.875000 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -914799.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -916303.000000 Penalty: 4261.228516
	Iteration 4F: 3 clusters Score -916303 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -917186.875000 Penalty: 4261.228516
	Iteration 5F: 3 clusters Score -917186.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -917520.500000 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -917520.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -917754.687500 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -917754.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -917981.312500 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -917981.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -918135.750000 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -918135.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -918228.000000 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -918228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -918292.062500 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -918292.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -918318.687500 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -918318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -918333.250000 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -918333.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -918348.312500 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -918348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -918363.500000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -918363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -918371.375000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -918371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -918378.500000 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -918378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -918384.875000 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -918384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -918391.375000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -918391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -918394.062500 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -918394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -918394.562500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -918394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -918395.937500 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -918395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -918395.937500 Penalty: 4261.228516
	Iteration 23F: 3 clusters Score -918395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 49646 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Entering Unmasked Estep 
Score: -117120696.000000 Penalty: 129978.000000
Splitting cluster 5 changes total score from -117098584.000000 to -117120696.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (49646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Entering Unmasked Estep 
Score: -8944549.000000 Penalty: 2681.542969
	Iteration 0F: 2 clusters Score -8944549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -8919541.000000 Penalty: 5363.085938
	Iteration 0F: 3 clusters Score -8919541 nChanged 22732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8931899.000000 Penalty: 5363.085938
	Iteration 1F: 3 clusters Score -8931899 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -8932611.000000 Penalty: 5363.085938
	Iteration 2Q: 3 clusters Score -8932611 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8933389.000000 Penalty: 5363.085938
	Iteration 3Q: 3 clusters Score -8933389 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -8934280.000000 Penalty: 5363.085938
	Iteration 4Q: 3 clusters Score -8934280 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -8935336.000000 Penalty: 5363.085938
	Iteration 5Q: 3 clusters Score -8935336 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -8936644.000000 Penalty: 5363.085938
	Iteration 6F: 3 clusters Score -8936644 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -8938321.000000 Penalty: 5363.085938
	Iteration 7F: 3 clusters Score -8938321 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -8940608.000000 Penalty: 5363.085938
	Iteration 8F: 3 clusters Score -8940608 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -8942586.000000 Penalty: 5363.085938
	Iteration 9F: 3 clusters Score -8942586 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8943667.000000 Penalty: 5363.085938
	Iteration 10Q: 3 clusters Score -8943667 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8944148.000000 Penalty: 5363.085938
	Iteration 11Q: 3 clusters Score -8944148 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -8944478.000000 Penalty: 5363.085938
	Iteration 12Q: 3 clusters Score -8944478 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8944828.000000 Penalty: 5363.085938
	Iteration 13Q: 3 clusters Score -8944828 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8945165.000000 Penalty: 5363.085938
	Iteration 14Q: 3 clusters Score -8945165 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8945557.000000 Penalty: 5363.085938
	Iteration 15Q: 3 clusters Score -8945557 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -8945980.000000 Penalty: 5363.085938
	Iteration 16Q: 3 clusters Score -8945980 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -8946537.000000 Penalty: 5363.085938
	Iteration 17Q: 3 clusters Score -8946537 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8946972.000000 Penalty: 5363.085938
	Iteration 18Q: 3 clusters Score -8946972 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -8947423.000000 Penalty: 5363.085938
	Iteration 19Q: 3 clusters Score -8947423 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8947662.000000 Penalty: 5363.085938
	Iteration 20F: 3 clusters Score -8947662 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -8947881.000000 Penalty: 5363.085938
	Iteration 21Q: 3 clusters Score -8947881 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -8948127.000000 Penalty: 5363.085938
	Iteration 22Q: 3 clusters Score -8948127 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -8948287.000000 Penalty: 5363.085938
	Iteration 23Q: 3 clusters Score -8948287 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -8948364.000000 Penalty: 5363.085938
	Iteration 24Q: 3 clusters Score -8948364 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -8948432.000000 Penalty: 5363.085938
	Iteration 25Q: 3 clusters Score -8948432 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -8948444.000000 Penalty: 5363.085938
	Iteration 26Q: 3 clusters Score -8948444 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -8948442.000000 Penalty: 5363.085938
	Iteration 27Q: 3 clusters Score -8948442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -8948436.000000 Penalty: 5363.085938
	Iteration 28Q: 3 clusters Score -8948436 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -8948434.000000 Penalty: 5363.085938
	Iteration 29Q: 3 clusters Score -8948434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -8948409.000000 Penalty: 5363.085938
	Iteration 30Q: 3 clusters Score -8948409 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -8948384.000000 Penalty: 5363.085938
	Iteration 31Q: 3 clusters Score -8948384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -8948313.000000 Penalty: 5363.085938
	Iteration 32Q: 3 clusters Score -8948313 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -8948295.000000 Penalty: 5363.085938
	Iteration 33Q: 3 clusters Score -8948295 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -8948228.000000 Penalty: 5363.085938
	Iteration 34Q: 3 clusters Score -8948228 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8948146.000000 Penalty: 5363.085938
	Iteration 35Q: 3 clusters Score -8948146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -8948113.000000 Penalty: 5363.085938
	Iteration 36Q: 3 clusters Score -8948113 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -8948093.000000 Penalty: 5363.085938
	Iteration 37Q: 3 clusters Score -8948093 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8948038.000000 Penalty: 5363.085938
	Iteration 38Q: 3 clusters Score -8948038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8947968.000000 Penalty: 5363.085938
	Iteration 39Q: 3 clusters Score -8947968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -8947904.000000 Penalty: 5363.085938
	Iteration 40F: 3 clusters Score -8947904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8947848.000000 Penalty: 5363.085938
	Iteration 41Q: 3 clusters Score -8947848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -8947808.000000 Penalty: 5363.085938
	Iteration 42Q: 3 clusters Score -8947808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -8947741.000000 Penalty: 5363.085938
	Iteration 43Q: 3 clusters Score -8947741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -8947694.000000 Penalty: 5363.085938
	Iteration 44Q: 3 clusters Score -8947694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -8947698.000000 Penalty: 5363.085938
	Iteration 45Q: 3 clusters Score -8947698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -8947663.000000 Penalty: 5363.085938
	Iteration 46Q: 3 clusters Score -8947663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -8947592.000000 Penalty: 5363.085938
	Iteration 47Q: 3 clusters Score -8947592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -8947588.000000 Penalty: 5363.085938
	Iteration 48Q: 3 clusters Score -8947588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -8947559.000000 Penalty: 5363.085938
	Iteration 49Q: 3 clusters Score -8947559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -8947490.000000 Penalty: 5363.085938
	Iteration 50Q: 3 clusters Score -8947490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -8947487.000000 Penalty: 5363.085938
	Iteration 51Q: 3 clusters Score -8947487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8947456.000000 Penalty: 5363.085938
	Iteration 52Q: 3 clusters Score -8947456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -8947418.000000 Penalty: 5363.085938
	Iteration 53Q: 3 clusters Score -8947418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8947355.000000 Penalty: 5363.085938
	Iteration 54Q: 3 clusters Score -8947355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -8947336.000000 Penalty: 5363.085938
	Iteration 55Q: 3 clusters Score -8947336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -8947309.000000 Penalty: 5363.085938
	Iteration 56Q: 3 clusters Score -8947309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -8947295.000000 Penalty: 5363.085938
	Iteration 57Q: 3 clusters Score -8947295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -8947273.000000 Penalty: 5363.085938
	Iteration 58Q: 3 clusters Score -8947273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -8947241.000000 Penalty: 5363.085938
	Iteration 59Q: 3 clusters Score -8947241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8947237.000000 Penalty: 5363.085938
	Iteration 60F: 3 clusters Score -8947237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -8947230.000000 Penalty: 5363.085938
	Iteration 61Q: 3 clusters Score -8947230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -8947199.000000 Penalty: 5363.085938
	Iteration 62Q: 3 clusters Score -8947199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8947185.000000 Penalty: 5363.085938
	Iteration 63Q: 3 clusters Score -8947185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -8947180.000000 Penalty: 5363.085938
	Iteration 64Q: 3 clusters Score -8947180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8947172.000000 Penalty: 5363.085938
	Iteration 65Q: 3 clusters Score -8947172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -8947156.000000 Penalty: 5363.085938
	Iteration 66Q: 3 clusters Score -8947156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -8947148.000000 Penalty: 5363.085938
	Iteration 67Q: 3 clusters Score -8947148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8947145.000000 Penalty: 5363.085938
	Iteration 68Q: 3 clusters Score -8947145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -8947139.000000 Penalty: 5363.085938
	Iteration 69Q: 3 clusters Score -8947139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8947134.000000 Penalty: 5363.085938
	Iteration 70Q: 3 clusters Score -8947134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -8947127.000000 Penalty: 5363.085938
	Iteration 71Q: 3 clusters Score -8947127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -8947131.000000 Penalty: 5363.085938
	Iteration 72Q: 3 clusters Score -8947131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -8947133.000000 Penalty: 5363.085938
	Iteration 73Q: 3 clusters Score -8947133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8947139.000000 Penalty: 5363.085938
	Iteration 74Q: 3 clusters Score -8947139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -8947142.000000 Penalty: 5363.085938
	Iteration 75Q: 3 clusters Score -8947142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -8947127.000000 Penalty: 5363.085938
	Iteration 76Q: 3 clusters Score -8947127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -8947143.000000 Penalty: 5363.085938
	Iteration 77Q: 3 clusters Score -8947143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -8947145.000000 Penalty: 5363.085938
	Iteration 78Q: 3 clusters Score -8947145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -8947142.000000 Penalty: 5363.085938
	Iteration 79Q: 3 clusters Score -8947142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -8947141.000000 Penalty: 5363.085938
	Iteration 80F: 3 clusters Score -8947141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -8947137.000000 Penalty: 5363.085938
	Iteration 81Q: 3 clusters Score -8947137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -8947133.000000 Penalty: 5363.085938
	Iteration 82Q: 3 clusters Score -8947133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8947131.000000 Penalty: 5363.085938
	Iteration 83Q: 3 clusters Score -8947131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8947113.000000 Penalty: 5363.085938
	Iteration 84Q: 3 clusters Score -8947113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -8947116.000000 Penalty: 5363.085938
	Iteration 85Q: 3 clusters Score -8947116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -8947115.000000 Penalty: 5363.085938
	Iteration 86Q: 3 clusters Score -8947115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -8947124.000000 Penalty: 5363.085938
	Iteration 87Q: 3 clusters Score -8947124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -8947127.000000 Penalty: 5363.085938
	Iteration 88Q: 3 clusters Score -8947127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8947126.000000 Penalty: 5363.085938
	Iteration 89Q: 3 clusters Score -8947126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -8947115.000000 Penalty: 5363.085938
	Iteration 90Q: 3 clusters Score -8947115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -8947118.000000 Penalty: 5363.085938
	Iteration 91Q: 3 clusters Score -8947118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8947118.000000 Penalty: 5363.085938
	Iteration 92Q: 3 clusters Score -8947118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8947119.000000 Penalty: 5363.085938
	Iteration 93Q: 3 clusters Score -8947119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8947119.000000 Penalty: 5363.085938
	Iteration 94F: 3 clusters Score -8947119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Entering Unmasked Estep 
Score: -117122768.000000 Penalty: 133310.765625
Splitting cluster 6 changes total score from -117098584.000000 to -117122768.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 7 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -1251583.375000 Penalty: 2208.213623
	Iteration 0F: 2 clusters Score -1251583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1245695.625000 Penalty: 4416.427246
	Iteration 0F: 3 clusters Score -1245696 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1247646.625000 Penalty: 4416.427246
	Iteration 1F: 3 clusters Score -1247647 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1248168.000000 Penalty: 4416.427246
	Iteration 2F: 3 clusters Score -1248168 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1248523.750000 Penalty: 4416.427246
	Iteration 3F: 3 clusters Score -1248524 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1248758.500000 Penalty: 4416.427246
	Iteration 4F: 3 clusters Score -1248758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1248946.000000 Penalty: 4416.427246
	Iteration 5Q: 3 clusters Score -1248946 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1249134.875000 Penalty: 4416.427246
	Iteration 6Q: 3 clusters Score -1249135 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1249301.000000 Penalty: 4416.427246
	Iteration 7Q: 3 clusters Score -1249301 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1249447.375000 Penalty: 4416.427246
	Iteration 8Q: 3 clusters Score -1249447 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1249577.375000 Penalty: 4416.427246
	Iteration 9Q: 3 clusters Score -1249577 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1249696.750000 Penalty: 4416.427246
	Iteration 10Q: 3 clusters Score -1249697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1249802.125000 Penalty: 4416.427246
	Iteration 11Q: 3 clusters Score -1249802 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1249885.750000 Penalty: 4416.427246
	Iteration 12Q: 3 clusters Score -1249886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1249973.000000 Penalty: 4416.427246
	Iteration 13Q: 3 clusters Score -1249973 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1250051.875000 Penalty: 4416.427246
	Iteration 14Q: 3 clusters Score -1250052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1250118.125000 Penalty: 4416.427246
	Iteration 15Q: 3 clusters Score -1250118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1250211.000000 Penalty: 4416.427246
	Iteration 16Q: 3 clusters Score -1250211 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1250306.000000 Penalty: 4416.427246
	Iteration 17Q: 3 clusters Score -1250306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1250410.000000 Penalty: 4416.427246
	Iteration 18Q: 3 clusters Score -1250410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1250528.875000 Penalty: 4416.427246
	Iteration 19Q: 3 clusters Score -1250529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1250644.500000 Penalty: 4416.427246
	Iteration 20F: 3 clusters Score -1250644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1250732.000000 Penalty: 4416.427246
	Iteration 21Q: 3 clusters Score -1250732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1250783.375000 Penalty: 4416.427246
	Iteration 22Q: 3 clusters Score -1250783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1250810.750000 Penalty: 4416.427246
	Iteration 23Q: 3 clusters Score -1250811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1250832.375000 Penalty: 4416.427246
	Iteration 24Q: 3 clusters Score -1250832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1250846.125000 Penalty: 4416.427246
	Iteration 25Q: 3 clusters Score -1250846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1250859.750000 Penalty: 4416.427246
	Iteration 26Q: 3 clusters Score -1250860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1250868.750000 Penalty: 4416.427246
	Iteration 27Q: 3 clusters Score -1250869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1250872.000000 Penalty: 4416.427246
	Iteration 28Q: 3 clusters Score -1250872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1250873.750000 Penalty: 4416.427246
	Iteration 29Q: 3 clusters Score -1250874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1250874.125000 Penalty: 4416.427246
	Iteration 30Q: 3 clusters Score -1250874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1250873.875000 Penalty: 4416.427246
	Iteration 31Q: 3 clusters Score -1250874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1250877.500000 Penalty: 4416.427246
	Iteration 32Q: 3 clusters Score -1250878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1250877.875000 Penalty: 4416.427246
	Iteration 33Q: 3 clusters Score -1250878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1250877.125000 Penalty: 4416.427246
	Iteration 34Q: 3 clusters Score -1250877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1250877.125000 Penalty: 4416.427246
	Iteration 35F: 3 clusters Score -1250877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -1592289.250000 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -1592289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1584655.750000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -1584656 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1588021.625000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -1588022 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1589574.875000 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -1589575 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1591146.125000 Penalty: 4568.279297
	Iteration 3F: 3 clusters Score -1591146 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1592539.000000 Penalty: 4568.279297
	Iteration 4F: 3 clusters Score -1592539 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1593539.125000 Penalty: 4568.279297
	Iteration 5F: 3 clusters Score -1593539 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1593986.625000 Penalty: 4568.279297
	Iteration 6F: 3 clusters Score -1593987 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1594122.000000 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -1594122 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1594200.250000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -1594200 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1594253.625000 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -1594254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1594284.500000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -1594284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1594323.625000 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -1594324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1594359.125000 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -1594359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1594386.750000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -1594387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1594407.500000 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -1594408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1594436.000000 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -1594436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1594465.125000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -1594465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1594509.375000 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -1594509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1594553.250000 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -1594553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1594591.625000 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -1594592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1594616.875000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -1594617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1594642.000000 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -1594642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1594661.625000 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -1594662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1594683.000000 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -1594683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1594702.625000 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -1594703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1594722.375000 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -1594722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1594749.125000 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -1594749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1594753.500000 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -1594754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1594759.125000 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -1594759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1594764.125000 Penalty: 4568.279297
	Iteration 29Q: 3 clusters Score -1594764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1594766.250000 Penalty: 4568.279297
	Iteration 30Q: 3 clusters Score -1594766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1594765.625000 Penalty: 4568.279297
	Iteration 31Q: 3 clusters Score -1594766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1594767.500000 Penalty: 4568.279297
	Iteration 32Q: 3 clusters Score -1594768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1594770.750000 Penalty: 4568.279297
	Iteration 33Q: 3 clusters Score -1594771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1594774.500000 Penalty: 4568.279297
	Iteration 34Q: 3 clusters Score -1594774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1594774.250000 Penalty: 4568.279297
	Iteration 35Q: 3 clusters Score -1594774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1594777.250000 Penalty: 4568.279297
	Iteration 36Q: 3 clusters Score -1594777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1594785.500000 Penalty: 4568.279297
	Iteration 37Q: 3 clusters Score -1594786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1594784.875000 Penalty: 4568.279297
	Iteration 38Q: 3 clusters Score -1594785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1594785.875000 Penalty: 4568.279297
	Iteration 39Q: 3 clusters Score -1594786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1594793.500000 Penalty: 4568.279297
	Iteration 40F: 3 clusters Score -1594794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1594798.250000 Penalty: 4568.279297
	Iteration 41Q: 3 clusters Score -1594798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1594801.250000 Penalty: 4568.279297
	Iteration 42Q: 3 clusters Score -1594801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1594800.875000 Penalty: 4568.279297
	Iteration 43Q: 3 clusters Score -1594801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1594810.875000 Penalty: 4568.279297
	Iteration 44Q: 3 clusters Score -1594811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1594815.875000 Penalty: 4568.279297
	Iteration 45Q: 3 clusters Score -1594816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1594819.250000 Penalty: 4568.279297
	Iteration 46Q: 3 clusters Score -1594819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1594818.125000 Penalty: 4568.279297
	Iteration 47Q: 3 clusters Score -1594818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1594820.250000 Penalty: 4568.279297
	Iteration 48Q: 3 clusters Score -1594820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1594823.625000 Penalty: 4568.279297
	Iteration 49Q: 3 clusters Score -1594824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1594827.375000 Penalty: 4568.279297
	Iteration 50Q: 3 clusters Score -1594827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1594833.375000 Penalty: 4568.279297
	Iteration 51Q: 3 clusters Score -1594833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1594838.625000 Penalty: 4568.279297
	Iteration 52Q: 3 clusters Score -1594839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1594841.375000 Penalty: 4568.279297
	Iteration 53Q: 3 clusters Score -1594841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1594847.750000 Penalty: 4568.279297
	Iteration 54Q: 3 clusters Score -1594848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1594846.625000 Penalty: 4568.279297
	Iteration 55Q: 3 clusters Score -1594847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1594857.125000 Penalty: 4568.279297
	Iteration 56Q: 3 clusters Score -1594857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1594862.250000 Penalty: 4568.279297
	Iteration 57Q: 3 clusters Score -1594862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1594866.000000 Penalty: 4568.279297
	Iteration 58Q: 3 clusters Score -1594866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1594873.000000 Penalty: 4568.279297
	Iteration 59Q: 3 clusters Score -1594873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1594882.000000 Penalty: 4568.279297
	Iteration 60F: 3 clusters Score -1594882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1594892.750000 Penalty: 4568.279297
	Iteration 61Q: 3 clusters Score -1594893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1594899.750000 Penalty: 4568.279297
	Iteration 62Q: 3 clusters Score -1594900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1594906.250000 Penalty: 4568.279297
	Iteration 63Q: 3 clusters Score -1594906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1594911.625000 Penalty: 4568.279297
	Iteration 64Q: 3 clusters Score -1594912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1594919.750000 Penalty: 4568.279297
	Iteration 65Q: 3 clusters Score -1594920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1594922.250000 Penalty: 4568.279297
	Iteration 66Q: 3 clusters Score -1594922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1594926.375000 Penalty: 4568.279297
	Iteration 67Q: 3 clusters Score -1594926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1594925.625000 Penalty: 4568.279297
	Iteration 68Q: 3 clusters Score -1594926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1594931.000000 Penalty: 4568.279297
	Iteration 69Q: 3 clusters Score -1594931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1594931.125000 Penalty: 4568.279297
	Iteration 70Q: 3 clusters Score -1594931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1594931.125000 Penalty: 4568.279297
	Iteration 71F: 3 clusters Score -1594931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Entering Unmasked Estep 
Score: -117123808.000000 Penalty: 136643.531250
Splitting cluster 8 changes total score from -117098584.000000 to -117123808.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1589250.125000 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -1589250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1582091.000000 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -1582091 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1585008.375000 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -1585008 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1585901.625000 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -1585902 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1586383.250000 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -1586383 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1586759.000000 Penalty: 4529.713867
	Iteration 4F: 3 clusters Score -1586759 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1587065.625000 Penalty: 4529.713867
	Iteration 5F: 3 clusters Score -1587066 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1587357.875000 Penalty: 4529.713867
	Iteration 6Q: 3 clusters Score -1587358 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1587641.125000 Penalty: 4529.713867
	Iteration 7Q: 3 clusters Score -1587641 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1587894.750000 Penalty: 4529.713867
	Iteration 8Q: 3 clusters Score -1587895 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1588112.125000 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -1588112 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1588329.500000 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -1588330 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1588508.000000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -1588508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1588626.750000 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -1588627 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1588708.250000 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -1588708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1588783.625000 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -1588784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1588862.250000 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -1588862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1588932.625000 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -1588933 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1589006.250000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -1589006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1589066.875000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -1589067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1589126.125000 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -1589126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1589197.125000 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -1589197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1589272.250000 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -1589272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1589350.750000 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -1589351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1589438.875000 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -1589439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1589526.250000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -1589526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1589608.375000 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -1589608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1589696.375000 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -1589696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1589765.500000 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -1589766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1589827.750000 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -1589828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1589880.375000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -1589880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1589923.625000 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -1589924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1589973.125000 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -1589973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1590023.125000 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -1590023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1590092.625000 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -1590093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1590154.625000 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -1590155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1590202.500000 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -1590202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1590253.250000 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -1590253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1590308.250000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -1590308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1590351.875000 Penalty: 4529.713867
	Iteration 38Q: 3 clusters Score -1590352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1590403.875000 Penalty: 4529.713867
	Iteration 39Q: 3 clusters Score -1590404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1590787.125000 Penalty: 4529.713867
	Iteration 40F: 3 clusters Score -1590787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1591580.750000 Penalty: 4529.713867
	Iteration 41Q: 3 clusters Score -1591581 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1591814.875000 Penalty: 4529.713867
	Iteration 42Q: 3 clusters Score -1591815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1591938.750000 Penalty: 4529.713867
	Iteration 43Q: 3 clusters Score -1591939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1592031.375000 Penalty: 4529.713867
	Iteration 44Q: 3 clusters Score -1592031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1592093.250000 Penalty: 4529.713867
	Iteration 45Q: 3 clusters Score -1592093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1592124.750000 Penalty: 4529.713867
	Iteration 46Q: 3 clusters Score -1592125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1592142.375000 Penalty: 4529.713867
	Iteration 47Q: 3 clusters Score -1592142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1592148.125000 Penalty: 4529.713867
	Iteration 48Q: 3 clusters Score -1592148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1592153.125000 Penalty: 4529.713867
	Iteration 49Q: 3 clusters Score -1592153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1592153.000000 Penalty: 4529.713867
	Iteration 50Q: 3 clusters Score -1592153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1592153.000000 Penalty: 4529.713867
	Iteration 51F: 3 clusters Score -1592153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Entering Unmasked Estep 
Score: -117125752.000000 Penalty: 139976.296875
Splitting cluster 9 changes total score from -117098584.000000 to -117125752.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (41643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Entering Unmasked Estep 
Score: -7339254.000000 Penalty: 2637.948242
	Iteration 0F: 2 clusters Score -7339254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7313835.000000 Penalty: 5275.896484
	Iteration 0F: 3 clusters Score -7313835 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -7325318.500000 Penalty: 5275.896484
	Iteration 1F: 3 clusters Score -7325318 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -7328329.500000 Penalty: 5275.896484
	Iteration 2F: 3 clusters Score -7328330 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -7333086.000000 Penalty: 5275.896484
	Iteration 3F: 3 clusters Score -7333086 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -7337669.500000 Penalty: 5275.896484
	Iteration 4F: 3 clusters Score -7337670 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -7340185.500000 Penalty: 5275.896484
	Iteration 5F: 3 clusters Score -7340186 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -7341177.500000 Penalty: 5275.896484
	Iteration 6Q: 3 clusters Score -7341178 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -7341543.500000 Penalty: 5275.896484
	Iteration 7Q: 3 clusters Score -7341544 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -7341675.500000 Penalty: 5275.896484
	Iteration 8Q: 3 clusters Score -7341676 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -7341771.500000 Penalty: 5275.896484
	Iteration 9Q: 3 clusters Score -7341772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -7341784.000000 Penalty: 5275.896484
	Iteration 10Q: 3 clusters Score -7341784 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -7341837.500000 Penalty: 5275.896484
	Iteration 11Q: 3 clusters Score -7341838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7341858.500000 Penalty: 5275.896484
	Iteration 12Q: 3 clusters Score -7341858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -7341894.500000 Penalty: 5275.896484
	Iteration 13Q: 3 clusters Score -7341894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -7341911.000000 Penalty: 5275.896484
	Iteration 14Q: 3 clusters Score -7341911 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -7341921.000000 Penalty: 5275.896484
	Iteration 15Q: 3 clusters Score -7341921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7341934.000000 Penalty: 5275.896484
	Iteration 16Q: 3 clusters Score -7341934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -7341930.500000 Penalty: 5275.896484
	Iteration 17Q: 3 clusters Score -7341930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -7341923.000000 Penalty: 5275.896484
	Iteration 18Q: 3 clusters Score -7341923 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -7341931.000000 Penalty: 5275.896484
	Iteration 19Q: 3 clusters Score -7341931 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -7341950.500000 Penalty: 5275.896484
	Iteration 20F: 3 clusters Score -7341950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -7341959.000000 Penalty: 5275.896484
	Iteration 21Q: 3 clusters Score -7341959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -7341950.500000 Penalty: 5275.896484
	Iteration 22Q: 3 clusters Score -7341950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -7341962.000000 Penalty: 5275.896484
	Iteration 23Q: 3 clusters Score -7341962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -7341962.000000 Penalty: 5275.896484
	Iteration 24Q: 3 clusters Score -7341962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -7341974.500000 Penalty: 5275.896484
	Iteration 25Q: 3 clusters Score -7341974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7341963.000000 Penalty: 5275.896484
	Iteration 26Q: 3 clusters Score -7341963 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -7341958.000000 Penalty: 5275.896484
	Iteration 27Q: 3 clusters Score -7341958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -7341963.000000 Penalty: 5275.896484
	Iteration 28Q: 3 clusters Score -7341963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -7341986.000000 Penalty: 5275.896484
	Iteration 29Q: 3 clusters Score -7341986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -7342003.000000 Penalty: 5275.896484
	Iteration 30Q: 3 clusters Score -7342003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -7342024.000000 Penalty: 5275.896484
	Iteration 31Q: 3 clusters Score -7342024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -7342030.500000 Penalty: 5275.896484
	Iteration 32Q: 3 clusters Score -7342030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -7342037.000000 Penalty: 5275.896484
	Iteration 33Q: 3 clusters Score -7342037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -7342041.000000 Penalty: 5275.896484
	Iteration 34Q: 3 clusters Score -7342041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -7342046.000000 Penalty: 5275.896484
	Iteration 35Q: 3 clusters Score -7342046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -7342048.000000 Penalty: 5275.896484
	Iteration 36Q: 3 clusters Score -7342048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7342046.000000 Penalty: 5275.896484
	Iteration 37Q: 3 clusters Score -7342046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -7342040.000000 Penalty: 5275.896484
	Iteration 38Q: 3 clusters Score -7342040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -7342031.500000 Penalty: 5275.896484
	Iteration 39Q: 3 clusters Score -7342032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -7342048.500000 Penalty: 5275.896484
	Iteration 40F: 3 clusters Score -7342048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7342053.000000 Penalty: 5275.896484
	Iteration 41Q: 3 clusters Score -7342053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -7342060.500000 Penalty: 5275.896484
	Iteration 42Q: 3 clusters Score -7342060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -7342061.500000 Penalty: 5275.896484
	Iteration 43Q: 3 clusters Score -7342062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -7342075.500000 Penalty: 5275.896484
	Iteration 44Q: 3 clusters Score -7342076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -7342073.000000 Penalty: 5275.896484
	Iteration 45Q: 3 clusters Score -7342073 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -7342114.000000 Penalty: 5275.896484
	Iteration 46Q: 3 clusters Score -7342114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -7342105.500000 Penalty: 5275.896484
	Iteration 47Q: 3 clusters Score -7342106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -7342140.000000 Penalty: 5275.896484
	Iteration 48Q: 3 clusters Score -7342140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -7342158.000000 Penalty: 5275.896484
	Iteration 49Q: 3 clusters Score -7342158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -7342169.500000 Penalty: 5275.896484
	Iteration 50Q: 3 clusters Score -7342170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7342174 nChanged 140
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Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7342193 nChanged 134
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Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7342190 nChanged 140
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Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7342240 nChanged 139
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Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7342232 nChanged 132
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Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7342232 nChanged 130
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Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7342244 nChanged 134
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Mstep: Class 1 contains 22022 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7342262 nChanged 132
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Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7342274 nChanged 135
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Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7342308 nChanged 149
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Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7342312 nChanged 162
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Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7342345 nChanged 153
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Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7342368 nChanged 160
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Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7342394 nChanged 161
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Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7342414 nChanged 171
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Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7342440 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7342468 nChanged 148
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Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7342492 nChanged 142
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Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7342516 nChanged 153
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Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7342512 nChanged 141
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Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7342524 nChanged 133
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Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7342523 nChanged 129
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Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7342545 nChanged 121
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Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7342592 nChanged 120
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Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7342590 nChanged 114
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Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7342600 nChanged 126
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Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7342600 nChanged 110
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Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7342610 nChanged 128
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Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7342608 nChanged 113
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Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 23330 members 
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Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7342660 nChanged 88
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Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7342678 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7342670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7342672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7342670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7342688 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7342686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7342686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7342694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7342694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7342680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7342692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7342698 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7342715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7342709 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7342718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7342709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7342708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7342704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -7342703.500000 Penalty: 5275.896484
	Iteration 108Q: 3 clusters Score -7342704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7342696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7342696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7342694 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7342700 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7342701 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7342688 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7342685 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7342690 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7342684 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7342686 nChanged 14
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Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7342674 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7342672 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7342675 nChanged 14
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Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7342674 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7342668 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7342673 nChanged 13
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Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7342680 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7342684 nChanged 3
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Mstep: Class 1 contains 16521 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7342676 nChanged 7
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Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7342685 nChanged 5
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7342685 nChanged 6
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Mstep: Class 1 contains 16505 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7342692 nChanged 5
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	Iteration 131Q: 3 clusters Score -7342697 nChanged 5
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	Iteration 132Q: 3 clusters Score -7342692 nChanged 6
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Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 25154 members 
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	Iteration 133Q: 3 clusters Score -7342692 nChanged 2
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Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7342700 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7342696 nChanged 0
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Mstep: Class 1 contains 16485 members 
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Entering Unmasked Estep 
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	Iteration 136F: 3 clusters Score -7342696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Entering Unmasked Estep 
Score: -117129992.000000 Penalty: 143309.078125
Splitting cluster 10 changes total score from -117098584.000000 to -117129992.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1791942.500000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -1791942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1783609.250000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -1783609 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1787546.500000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -1787546 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1789465.375000 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -1789465 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1791257.875000 Penalty: 4624.318359
	Iteration 3F: 3 clusters Score -1791258 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1792243.250000 Penalty: 4624.318359
	Iteration 4F: 3 clusters Score -1792243 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1792666.375000 Penalty: 4624.318359
	Iteration 5F: 3 clusters Score -1792666 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1792882.500000 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -1792882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1792998.375000 Penalty: 4624.318359
	Iteration 7Q: 3 clusters Score -1792998 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1793063.625000 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -1793064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1793107.750000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -1793108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1793155.375000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -1793155 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1793191.125000 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -1793191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1793237.000000 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -1793237 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1793301.750000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -1793302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1793377.125000 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -1793377 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1793474.500000 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -1793474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1793576.250000 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -1793576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1793674.250000 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -1793674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1793750.875000 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -1793751 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1793808.000000 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -1793808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1793835.000000 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -1793835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1793883.750000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -1793884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1793942.750000 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -1793943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1794013.375000 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -1794013 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1794051.625000 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -1794052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1794089.500000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -1794090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1794143.625000 Penalty: 4624.318359
	Iteration 26Q: 3 clusters Score -1794144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1794183.375000 Penalty: 4624.318359
	Iteration 27Q: 3 clusters Score -1794183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1794219.750000 Penalty: 4624.318359
	Iteration 28Q: 3 clusters Score -1794220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1794240.750000 Penalty: 4624.318359
	Iteration 29Q: 3 clusters Score -1794241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1794252.125000 Penalty: 4624.318359
	Iteration 30Q: 3 clusters Score -1794252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1794265.375000 Penalty: 4624.318359
	Iteration 31Q: 3 clusters Score -1794265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1794281.500000 Penalty: 4624.318359
	Iteration 32Q: 3 clusters Score -1794282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1794308.500000 Penalty: 4624.318359
	Iteration 33Q: 3 clusters Score -1794308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1794355.000000 Penalty: 4624.318359
	Iteration 34Q: 3 clusters Score -1794355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1794415.625000 Penalty: 4624.318359
	Iteration 35Q: 3 clusters Score -1794416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1794544.375000 Penalty: 4624.318359
	Iteration 36Q: 3 clusters Score -1794544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1794637.750000 Penalty: 4624.318359
	Iteration 37Q: 3 clusters Score -1794638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1794669.875000 Penalty: 4624.318359
	Iteration 38Q: 3 clusters Score -1794670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1794689.125000 Penalty: 4624.318359
	Iteration 39Q: 3 clusters Score -1794689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1794701.750000 Penalty: 4624.318359
	Iteration 40F: 3 clusters Score -1794702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1794707.625000 Penalty: 4624.318359
	Iteration 41Q: 3 clusters Score -1794708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1794715.000000 Penalty: 4624.318359
	Iteration 42Q: 3 clusters Score -1794715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1794719.375000 Penalty: 4624.318359
	Iteration 43Q: 3 clusters Score -1794719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1794722.250000 Penalty: 4624.318359
	Iteration 44Q: 3 clusters Score -1794722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1794725.125000 Penalty: 4624.318359
	Iteration 45Q: 3 clusters Score -1794725 nChanged 18
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: -1794725.750000 Penalty: 4624.318359
	Iteration 46Q: 3 clusters Score -1794726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1794727.875000 Penalty: 4624.318359
	Iteration 47Q: 3 clusters Score -1794728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1794734.250000 Penalty: 4624.318359
	Iteration 48Q: 3 clusters Score -1794734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1794738.625000 Penalty: 4624.318359
	Iteration 49Q: 3 clusters Score -1794739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1794735.875000 Penalty: 4624.318359
	Iteration 50Q: 3 clusters Score -1794736 nChanged 8
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: -1794737.875000 Penalty: 4624.318359
	Iteration 51Q: 3 clusters Score -1794738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1794742.125000 Penalty: 4624.318359
	Iteration 52Q: 3 clusters Score -1794742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1794743.875000 Penalty: 4624.318359
	Iteration 53Q: 3 clusters Score -1794744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1794746.750000 Penalty: 4624.318359
	Iteration 54Q: 3 clusters Score -1794747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1794750.625000 Penalty: 4624.318359
	Iteration 55Q: 3 clusters Score -1794751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1794766.750000 Penalty: 4624.318359
	Iteration 56Q: 3 clusters Score -1794767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1794813.000000 Penalty: 4624.318359
	Iteration 57Q: 3 clusters Score -1794813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1794894.375000 Penalty: 4624.318359
	Iteration 58Q: 3 clusters Score -1794894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1794986.500000 Penalty: 4624.318359
	Iteration 59Q: 3 clusters Score -1794986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1795031.875000 Penalty: 4624.318359
	Iteration 60F: 3 clusters Score -1795032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1795045.000000 Penalty: 4624.318359
	Iteration 61Q: 3 clusters Score -1795045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1795068.875000 Penalty: 4624.318359
	Iteration 62Q: 3 clusters Score -1795069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1795095.250000 Penalty: 4624.318359
	Iteration 63Q: 3 clusters Score -1795095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1795131.125000 Penalty: 4624.318359
	Iteration 64Q: 3 clusters Score -1795131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1795152.875000 Penalty: 4624.318359
	Iteration 65Q: 3 clusters Score -1795153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1795163.750000 Penalty: 4624.318359
	Iteration 66Q: 3 clusters Score -1795164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1795169.500000 Penalty: 4624.318359
	Iteration 67Q: 3 clusters Score -1795170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1795174.250000 Penalty: 4624.318359
	Iteration 68Q: 3 clusters Score -1795174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1795180.875000 Penalty: 4624.318359
	Iteration 69Q: 3 clusters Score -1795181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1795181.500000 Penalty: 4624.318359
	Iteration 70Q: 3 clusters Score -1795182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1795182.000000 Penalty: 4624.318359
	Iteration 71Q: 3 clusters Score -1795182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1795184.875000 Penalty: 4624.318359
	Iteration 72Q: 3 clusters Score -1795185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1795186.125000 Penalty: 4624.318359
	Iteration 73Q: 3 clusters Score -1795186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1795184.375000 Penalty: 4624.318359
	Iteration 74Q: 3 clusters Score -1795184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1795184.875000 Penalty: 4624.318359
	Iteration 75Q: 3 clusters Score -1795185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1795187.625000 Penalty: 4624.318359
	Iteration 76Q: 3 clusters Score -1795188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1795185.875000 Penalty: 4624.318359
	Iteration 77Q: 3 clusters Score -1795186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1795185.875000 Penalty: 4624.318359
	Iteration 78F: 3 clusters Score -1795186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Entering Unmasked Estep 
Score: -117131912.000000 Penalty: 146641.843750
Splitting cluster 11 changes total score from -117098584.000000 to -117131912.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -50690.820312 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -50690.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49505.464844 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -49505.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50073.292969 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -50073.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50254.054688 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -50254.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50333.347656 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -50333.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50409.789062 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -50409.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50484.582031 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -50484.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50504.355469 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -50504.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50513.835938 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -50513.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50551.253906 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -50551.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50559.808594 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -50559.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50559.808594 Penalty: 2929.059326
	Iteration 10F: 3 clusters Score -50559.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -763620.437500 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -763620.4 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 2266 members 
Entering Unmasked Estep 
Score: -759333.687500 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -759333.7 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -760574.562500 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -760574.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -760995.500000 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -760995.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -761435.625000 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -761435.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -761851.125000 Penalty: 4176.876953
	Iteration 4F: 3 clusters Score -761851.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -762127.562500 Penalty: 4176.876953
	Iteration 5F: 3 clusters Score -762127.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -762291.375000 Penalty: 4176.876953
	Iteration 6Q: 3 clusters Score -762291.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -762400.312500 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -762400.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -762458.250000 Penalty: 4176.876953
	Iteration 8Q: 3 clusters Score -762458.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -762492.437500 Penalty: 4176.876953
	Iteration 9Q: 3 clusters Score -762492.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -762520.437500 Penalty: 4176.876953
	Iteration 10Q: 3 clusters Score -762520.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -762536.437500 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -762536.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -762546.750000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -762546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -762552.687500 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -762552.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -762553.312500 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -762553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -762555.937500 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -762555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762555.000000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -762555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762555.000000 Penalty: 4176.876953
	Iteration 17F: 3 clusters Score -762555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -98024.937500 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -98024.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96567.976562 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -96567.98 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97451.570312 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -97451.57 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -98464.460938 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -98464.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -99071.367188 Penalty: 3247.916748
	Iteration 3F: 3 clusters Score -99071.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -99319.265625 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -99319.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99421.484375 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -99421.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99565.304688 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -99565.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99688.351562 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -99688.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -99763.593750 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -99763.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99810.234375 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -99810.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99869.171875 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -99869.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99982.632812 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -99982.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100045.398438 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -100045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100113.164062 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -100113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100162.203125 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -100162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100191.992188 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -100192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100210.093750 Penalty: 3247.916748
	Iteration 16Q: 3 clusters Score -100210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100220.101562 Penalty: 3247.916748
	Iteration 17Q: 3 clusters Score -100220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100224.812500 Penalty: 3247.916748
	Iteration 18Q: 3 clusters Score -100224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100227.109375 Penalty: 3247.916748
	Iteration 19Q: 3 clusters Score -100227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100233.328125 Penalty: 3247.916748
	Iteration 20F: 3 clusters Score -100233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100239.492188 Penalty: 3247.916748
	Iteration 21Q: 3 clusters Score -100239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100239.492188 Penalty: 3247.916748
	Iteration 22F: 3 clusters Score -100239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Entering Unmasked Estep 
Score: -117132336.000000 Penalty: 149974.609375
Splitting cluster 14 changes total score from -117098584.000000 to -117132336.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -59875.925781 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -59875.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58682.359375 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -58682.36 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59325.367188 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -59325.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59629.457031 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -59629.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59827.699219 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -59827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59887.933594 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -59887.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59938.339844 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -59938.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59959.398438 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -59959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59964.562500 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -59964.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59975.992188 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -59975.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59987.988281 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -59987.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59987.988281 Penalty: 3060.126709
	Iteration 10F: 3 clusters Score -59987.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Entering Unmasked Estep 
Score: -117130640.000000 Penalty: 153307.375000
Splitting cluster 15 changes total score from -117098584.000000 to -117130640.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 16 (12340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Entering Unmasked Estep 
Score: -2164469.250000 Penalty: 2336.309082
	Iteration 0F: 2 clusters Score -2164469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2155353.500000 Penalty: 4672.618164
	Iteration 0F: 3 clusters Score -2155354 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2158037.250000 Penalty: 4672.618164
	Iteration 1F: 3 clusters Score -2158037 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2158370.000000 Penalty: 4672.618164
	Iteration 2F: 3 clusters Score -2158370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2158623.500000 Penalty: 4672.618164
	Iteration 3Q: 3 clusters Score -2158624 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2158885.250000 Penalty: 4672.618164
	Iteration 4Q: 3 clusters Score -2158885 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2159154.750000 Penalty: 4672.618164
	Iteration 5Q: 3 clusters Score -2159155 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2159459.000000 Penalty: 4672.618164
	Iteration 6Q: 3 clusters Score -2159459 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2159809.500000 Penalty: 4672.618164
	Iteration 7Q: 3 clusters Score -2159810 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2160245.250000 Penalty: 4672.618164
	Iteration 8F: 3 clusters Score -2160245 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2160763.750000 Penalty: 4672.618164
	Iteration 9F: 3 clusters Score -2160764 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2161353.250000 Penalty: 4672.618164
	Iteration 10F: 3 clusters Score -2161353 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2161808.500000 Penalty: 4672.618164
	Iteration 11Q: 3 clusters Score -2161808 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2162129.250000 Penalty: 4672.618164
	Iteration 12Q: 3 clusters Score -2162129 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2162338.250000 Penalty: 4672.618164
	Iteration 13Q: 3 clusters Score -2162338 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2162471.250000 Penalty: 4672.618164
	Iteration 14Q: 3 clusters Score -2162471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2162561.000000 Penalty: 4672.618164
	Iteration 15Q: 3 clusters Score -2162561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2162613.000000 Penalty: 4672.618164
	Iteration 16Q: 3 clusters Score -2162613 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2162651.250000 Penalty: 4672.618164
	Iteration 17Q: 3 clusters Score -2162651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2162666.000000 Penalty: 4672.618164
	Iteration 18Q: 3 clusters Score -2162666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2162678.500000 Penalty: 4672.618164
	Iteration 19Q: 3 clusters Score -2162678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2162691.500000 Penalty: 4672.618164
	Iteration 20F: 3 clusters Score -2162692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2162704.000000 Penalty: 4672.618164
	Iteration 21Q: 3 clusters Score -2162704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2162715.750000 Penalty: 4672.618164
	Iteration 22Q: 3 clusters Score -2162716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2162721.750000 Penalty: 4672.618164
	Iteration 23Q: 3 clusters Score -2162722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2162724.250000 Penalty: 4672.618164
	Iteration 24Q: 3 clusters Score -2162724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2162730.500000 Penalty: 4672.618164
	Iteration 25Q: 3 clusters Score -2162730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2162729.750000 Penalty: 4672.618164
	Iteration 26Q: 3 clusters Score -2162730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2162727.500000 Penalty: 4672.618164
	Iteration 27Q: 3 clusters Score -2162728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2162734.500000 Penalty: 4672.618164
	Iteration 28Q: 3 clusters Score -2162734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2162735.000000 Penalty: 4672.618164
	Iteration 29Q: 3 clusters Score -2162735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2162738.250000 Penalty: 4672.618164
	Iteration 30Q: 3 clusters Score -2162738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2162743.750000 Penalty: 4672.618164
	Iteration 31Q: 3 clusters Score -2162744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2162743.250000 Penalty: 4672.618164
	Iteration 32Q: 3 clusters Score -2162743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2162743.000000 Penalty: 4672.618164
	Iteration 33Q: 3 clusters Score -2162743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2162746.750000 Penalty: 4672.618164
	Iteration 34Q: 3 clusters Score -2162747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2162749.000000 Penalty: 4672.618164
	Iteration 35Q: 3 clusters Score -2162749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2162751.500000 Penalty: 4672.618164
	Iteration 36Q: 3 clusters Score -2162752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2162752.500000 Penalty: 4672.618164
	Iteration 37Q: 3 clusters Score -2162752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2162752.500000 Penalty: 4672.618164
	Iteration 38F: 3 clusters Score -2162752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -1512533.875000 Penalty: 2246.817871
	Iteration 0F: 2 clusters Score -1512534 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 4332 members 
Entering Unmasked Estep 
Score: -1505720.500000 Penalty: 4493.635742
	Iteration 0F: 3 clusters Score -1505720 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1507617.500000 Penalty: 4493.635742
	Iteration 1F: 3 clusters Score -1507618 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1507976.000000 Penalty: 4493.635742
	Iteration 2F: 3 clusters Score -1507976 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1508256.000000 Penalty: 4493.635742
	Iteration 3F: 3 clusters Score -1508256 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1508461.750000 Penalty: 4493.635742
	Iteration 4Q: 3 clusters Score -1508462 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1508629.375000 Penalty: 4493.635742
	Iteration 5Q: 3 clusters Score -1508629 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1508789.000000 Penalty: 4493.635742
	Iteration 6Q: 3 clusters Score -1508789 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1508978.875000 Penalty: 4493.635742
	Iteration 7Q: 3 clusters Score -1508979 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1509145.875000 Penalty: 4493.635742
	Iteration 8Q: 3 clusters Score -1509146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1509322.375000 Penalty: 4493.635742
	Iteration 9Q: 3 clusters Score -1509322 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1509502.625000 Penalty: 4493.635742
	Iteration 10Q: 3 clusters Score -1509503 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1509731.500000 Penalty: 4493.635742
	Iteration 11Q: 3 clusters Score -1509732 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1509979.000000 Penalty: 4493.635742
	Iteration 12Q: 3 clusters Score -1509979 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1510194.375000 Penalty: 4493.635742
	Iteration 13Q: 3 clusters Score -1510194 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1510397.500000 Penalty: 4493.635742
	Iteration 14Q: 3 clusters Score -1510398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1510525.250000 Penalty: 4493.635742
	Iteration 15Q: 3 clusters Score -1510525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1510612.000000 Penalty: 4493.635742
	Iteration 16Q: 3 clusters Score -1510612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1510678.500000 Penalty: 4493.635742
	Iteration 17Q: 3 clusters Score -1510678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1510730.750000 Penalty: 4493.635742
	Iteration 18Q: 3 clusters Score -1510731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1510786.750000 Penalty: 4493.635742
	Iteration 19Q: 3 clusters Score -1510787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1510830.000000 Penalty: 4493.635742
	Iteration 20F: 3 clusters Score -1510830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1510864.375000 Penalty: 4493.635742
	Iteration 21Q: 3 clusters Score -1510864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1510886.125000 Penalty: 4493.635742
	Iteration 22Q: 3 clusters Score -1510886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1510900.375000 Penalty: 4493.635742
	Iteration 23Q: 3 clusters Score -1510900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1510921.000000 Penalty: 4493.635742
	Iteration 24Q: 3 clusters Score -1510921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1510936.000000 Penalty: 4493.635742
	Iteration 25Q: 3 clusters Score -1510936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1510944.125000 Penalty: 4493.635742
	Iteration 26Q: 3 clusters Score -1510944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1510956.000000 Penalty: 4493.635742
	Iteration 27Q: 3 clusters Score -1510956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1510966.875000 Penalty: 4493.635742
	Iteration 28Q: 3 clusters Score -1510967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1510973.750000 Penalty: 4493.635742
	Iteration 29Q: 3 clusters Score -1510974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1510980.500000 Penalty: 4493.635742
	Iteration 30Q: 3 clusters Score -1510980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1510985.000000 Penalty: 4493.635742
	Iteration 31Q: 3 clusters Score -1510985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1510991.375000 Penalty: 4493.635742
	Iteration 32Q: 3 clusters Score -1510991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1510996.500000 Penalty: 4493.635742
	Iteration 33Q: 3 clusters Score -1510996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1510996.250000 Penalty: 4493.635742
	Iteration 34Q: 3 clusters Score -1510996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1511001.375000 Penalty: 4493.635742
	Iteration 35Q: 3 clusters Score -1511001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1511000.750000 Penalty: 4493.635742
	Iteration 36Q: 3 clusters Score -1511001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1511004.875000 Penalty: 4493.635742
	Iteration 37Q: 3 clusters Score -1511005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1511004.250000 Penalty: 4493.635742
	Iteration 38Q: 3 clusters Score -1511004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1511006.250000 Penalty: 4493.635742
	Iteration 39Q: 3 clusters Score -1511006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1511007.000000 Penalty: 4493.635742
	Iteration 40F: 3 clusters Score -1511007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1511006.625000 Penalty: 4493.635742
	Iteration 41Q: 3 clusters Score -1511007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1511010.000000 Penalty: 4493.635742
	Iteration 42Q: 3 clusters Score -1511010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1511012.625000 Penalty: 4493.635742
	Iteration 43Q: 3 clusters Score -1511013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1511012.625000 Penalty: 4493.635742
	Iteration 44F: 3 clusters Score -1511013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Entering Unmasked Estep 
Score: -3358080.000000 Penalty: 2449.429688
	Iteration 0F: 2 clusters Score -3358080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3344440.250000 Penalty: 4898.859375
	Iteration 0F: 3 clusters Score -3344440 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3349664.250000 Penalty: 4898.859375
	Iteration 1F: 3 clusters Score -3349664 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3352014.500000 Penalty: 4898.859375
	Iteration 2F: 3 clusters Score -3352014 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3355635.250000 Penalty: 4898.859375
	Iteration 3F: 3 clusters Score -3355635 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3358230.500000 Penalty: 4898.859375
	Iteration 4F: 3 clusters Score -3358230 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3359391.000000 Penalty: 4898.859375
	Iteration 5F: 3 clusters Score -3359391 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3359928.250000 Penalty: 4898.859375
	Iteration 6Q: 3 clusters Score -3359928 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3360204.000000 Penalty: 4898.859375
	Iteration 7Q: 3 clusters Score -3360204 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3360386.500000 Penalty: 4898.859375
	Iteration 8Q: 3 clusters Score -3360386 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3360567.000000 Penalty: 4898.859375
	Iteration 9Q: 3 clusters Score -3360567 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3360750.250000 Penalty: 4898.859375
	Iteration 10Q: 3 clusters Score -3360750 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3360912.000000 Penalty: 4898.859375
	Iteration 11Q: 3 clusters Score -3360912 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3361106.000000 Penalty: 4898.859375
	Iteration 12Q: 3 clusters Score -3361106 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3361327.000000 Penalty: 4898.859375
	Iteration 13Q: 3 clusters Score -3361327 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3361666.500000 Penalty: 4898.859375
	Iteration 14Q: 3 clusters Score -3361666 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3362320.750000 Penalty: 4898.859375
	Iteration 15Q: 3 clusters Score -3362321 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3364147.000000 Penalty: 4898.859375
	Iteration 16Q: 3 clusters Score -3364147 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3370594.500000 Penalty: 4898.859375
	Iteration 17F: 3 clusters Score -3370594 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3385788.250000 Penalty: 4898.859375
	Iteration 18F: 3 clusters Score -3385788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3388492.000000 Penalty: 4898.859375
	Iteration 19Q: 3 clusters Score -3388492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3388473.750000 Penalty: 4898.859375
	Iteration 20F: 3 clusters Score -3388474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3388477.000000 Penalty: 4898.859375
	Iteration 21Q: 3 clusters Score -3388477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3388477.000000 Penalty: 4898.859375
	Iteration 22F: 3 clusters Score -3388477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 68088 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Entering Unmasked Estep 
Score: -117159272.000000 Penalty: 156640.156250
Splitting cluster 18 changes total score from -117098584.000000 to -117159272.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (53678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Entering Unmasked Estep 
Score: -9051841.000000 Penalty: 2700.908203
	Iteration 0F: 2 clusters Score -9051841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -9017454.000000 Penalty: 5401.816406
	Iteration 0F: 3 clusters Score -9017454 nChanged 24925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -9032194.000000 Penalty: 5401.816406
	Iteration 1F: 3 clusters Score -9032194 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -9033660.000000 Penalty: 5401.816406
	Iteration 2F: 3 clusters Score -9033660 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -9035544.000000 Penalty: 5401.816406
	Iteration 3F: 3 clusters Score -9035544 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9037465.000000 Penalty: 5401.816406
	Iteration 4F: 3 clusters Score -9037465 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9039604.000000 Penalty: 5401.816406
	Iteration 5F: 3 clusters Score -9039604 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -9041664.000000 Penalty: 5401.816406
	Iteration 6F: 3 clusters Score -9041664 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -9043374.000000 Penalty: 5401.816406
	Iteration 7F: 3 clusters Score -9043374 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -9044845.000000 Penalty: 5401.816406
	Iteration 8Q: 3 clusters Score -9044845 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -9046129.000000 Penalty: 5401.816406
	Iteration 9Q: 3 clusters Score -9046129 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -9047187.000000 Penalty: 5401.816406
	Iteration 10Q: 3 clusters Score -9047187 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -9047963.000000 Penalty: 5401.816406
	Iteration 11Q: 3 clusters Score -9047963 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -9048629.000000 Penalty: 5401.816406
	Iteration 12Q: 3 clusters Score -9048629 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9049129.000000 Penalty: 5401.816406
	Iteration 13Q: 3 clusters Score -9049129 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -9049570.000000 Penalty: 5401.816406
	Iteration 14Q: 3 clusters Score -9049570 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -9049802.000000 Penalty: 5401.816406
	Iteration 15Q: 3 clusters Score -9049802 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -9050025.000000 Penalty: 5401.816406
	Iteration 16Q: 3 clusters Score -9050025 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9050168.000000 Penalty: 5401.816406
	Iteration 17Q: 3 clusters Score -9050168 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -9050239.000000 Penalty: 5401.816406
	Iteration 18Q: 3 clusters Score -9050239 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -9050341.000000 Penalty: 5401.816406
	Iteration 19Q: 3 clusters Score -9050341 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9050389.000000 Penalty: 5401.816406
	Iteration 20F: 3 clusters Score -9050389 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -9050382.000000 Penalty: 5401.816406
	Iteration 21Q: 3 clusters Score -9050382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -9050395.000000 Penalty: 5401.816406
	Iteration 22Q: 3 clusters Score -9050395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -9050429.000000 Penalty: 5401.816406
	Iteration 23Q: 3 clusters Score -9050429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -9050459.000000 Penalty: 5401.816406
	Iteration 24Q: 3 clusters Score -9050459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9050466.000000 Penalty: 5401.816406
	Iteration 25Q: 3 clusters Score -9050466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -9050490.000000 Penalty: 5401.816406
	Iteration 26Q: 3 clusters Score -9050490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -9050525.000000 Penalty: 5401.816406
	Iteration 27Q: 3 clusters Score -9050525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -9050560.000000 Penalty: 5401.816406
	Iteration 28Q: 3 clusters Score -9050560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -9050563.000000 Penalty: 5401.816406
	Iteration 29Q: 3 clusters Score -9050563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -9050591.000000 Penalty: 5401.816406
	Iteration 30Q: 3 clusters Score -9050591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -9050629.000000 Penalty: 5401.816406
	Iteration 31Q: 3 clusters Score -9050629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -9050624.000000 Penalty: 5401.816406
	Iteration 32Q: 3 clusters Score -9050624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -9050659.000000 Penalty: 5401.816406
	Iteration 33Q: 3 clusters Score -9050659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -9050679.000000 Penalty: 5401.816406
	Iteration 34Q: 3 clusters Score -9050679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -9050680.000000 Penalty: 5401.816406
	Iteration 35Q: 3 clusters Score -9050680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -9050705.000000 Penalty: 5401.816406
	Iteration 36Q: 3 clusters Score -9050705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -9050709.000000 Penalty: 5401.816406
	Iteration 37Q: 3 clusters Score -9050709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -9050722.000000 Penalty: 5401.816406
	Iteration 38Q: 3 clusters Score -9050722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9050727.000000 Penalty: 5401.816406
	Iteration 39Q: 3 clusters Score -9050727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -9050739.000000 Penalty: 5401.816406
	Iteration 40F: 3 clusters Score -9050739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -9050721.000000 Penalty: 5401.816406
	Iteration 41Q: 3 clusters Score -9050721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -9050733.000000 Penalty: 5401.816406
	Iteration 42Q: 3 clusters Score -9050733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -9050740.000000 Penalty: 5401.816406
	Iteration 43Q: 3 clusters Score -9050740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -9050734.000000 Penalty: 5401.816406
	Iteration 44Q: 3 clusters Score -9050734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -9050735.000000 Penalty: 5401.816406
	Iteration 45Q: 3 clusters Score -9050735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -9050739.000000 Penalty: 5401.816406
	Iteration 46Q: 3 clusters Score -9050739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -9050735.000000 Penalty: 5401.816406
	Iteration 47Q: 3 clusters Score -9050735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -9050753.000000 Penalty: 5401.816406
	Iteration 48Q: 3 clusters Score -9050753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -9050747.000000 Penalty: 5401.816406
	Iteration 49Q: 3 clusters Score -9050747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -9050765.000000 Penalty: 5401.816406
	Iteration 50Q: 3 clusters Score -9050765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -9050760.000000 Penalty: 5401.816406
	Iteration 51Q: 3 clusters Score -9050760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9050769.000000 Penalty: 5401.816406
	Iteration 52Q: 3 clusters Score -9050769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9050763.000000 Penalty: 5401.816406
	Iteration 53Q: 3 clusters Score -9050763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9050763.000000 Penalty: 5401.816406
	Iteration 54F: 3 clusters Score -9050763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Entering Unmasked Estep 
Score: -9273063.000000 Penalty: 2701.927002
	Iteration 0F: 2 clusters Score -9273063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -9241474.000000 Penalty: 5403.854004
	Iteration 0F: 3 clusters Score -9241474 nChanged 24928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -9255878.000000 Penalty: 5403.854004
	Iteration 1F: 3 clusters Score -9255878 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9257608.000000 Penalty: 5403.854004
	Iteration 2F: 3 clusters Score -9257608 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9260082.000000 Penalty: 5403.854004
	Iteration 3F: 3 clusters Score -9260082 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -9263082.000000 Penalty: 5403.854004
	Iteration 4F: 3 clusters Score -9263082 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -9265860.000000 Penalty: 5403.854004
	Iteration 5F: 3 clusters Score -9265860 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -9267776.000000 Penalty: 5403.854004
	Iteration 6F: 3 clusters Score -9267776 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -9268828.000000 Penalty: 5403.854004
	Iteration 7Q: 3 clusters Score -9268828 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -9269568.000000 Penalty: 5403.854004
	Iteration 8Q: 3 clusters Score -9269568 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -9270270.000000 Penalty: 5403.854004
	Iteration 9Q: 3 clusters Score -9270270 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -9270732.000000 Penalty: 5403.854004
	Iteration 10Q: 3 clusters Score -9270732 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -9271083.000000 Penalty: 5403.854004
	Iteration 11Q: 3 clusters Score -9271083 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -9271269.000000 Penalty: 5403.854004
	Iteration 12Q: 3 clusters Score -9271269 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -9271503.000000 Penalty: 5403.854004
	Iteration 13Q: 3 clusters Score -9271503 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -9271665.000000 Penalty: 5403.854004
	Iteration 14Q: 3 clusters Score -9271665 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -9271719.000000 Penalty: 5403.854004
	Iteration 15Q: 3 clusters Score -9271719 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -9271792.000000 Penalty: 5403.854004
	Iteration 16Q: 3 clusters Score -9271792 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -9271834.000000 Penalty: 5403.854004
	Iteration 17Q: 3 clusters Score -9271834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -9271885.000000 Penalty: 5403.854004
	Iteration 18Q: 3 clusters Score -9271885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -9271904.000000 Penalty: 5403.854004
	Iteration 19Q: 3 clusters Score -9271904 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -9271923.000000 Penalty: 5403.854004
	Iteration 20F: 3 clusters Score -9271923 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -9271918.000000 Penalty: 5403.854004
	Iteration 21Q: 3 clusters Score -9271918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -9271902.000000 Penalty: 5403.854004
	Iteration 22Q: 3 clusters Score -9271902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -9271889.000000 Penalty: 5403.854004
	Iteration 23Q: 3 clusters Score -9271889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -9271899.000000 Penalty: 5403.854004
	Iteration 24Q: 3 clusters Score -9271899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -9271881.000000 Penalty: 5403.854004
	Iteration 25Q: 3 clusters Score -9271881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9271912.000000 Penalty: 5403.854004
	Iteration 26Q: 3 clusters Score -9271912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -9271921.000000 Penalty: 5403.854004
	Iteration 27Q: 3 clusters Score -9271921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -9271935.000000 Penalty: 5403.854004
	Iteration 28Q: 3 clusters Score -9271935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -9271904.000000 Penalty: 5403.854004
	Iteration 29Q: 3 clusters Score -9271904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -9271915.000000 Penalty: 5403.854004
	Iteration 30Q: 3 clusters Score -9271915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -9271904.000000 Penalty: 5403.854004
	Iteration 31Q: 3 clusters Score -9271904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -9271899.000000 Penalty: 5403.854004
	Iteration 32Q: 3 clusters Score -9271899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9271913.000000 Penalty: 5403.854004
	Iteration 33Q: 3 clusters Score -9271913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9271886.000000 Penalty: 5403.854004
	Iteration 34Q: 3 clusters Score -9271886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -9271891.000000 Penalty: 5403.854004
	Iteration 35Q: 3 clusters Score -9271891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -9271882.000000 Penalty: 5403.854004
	Iteration 36Q: 3 clusters Score -9271882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -9271878.000000 Penalty: 5403.854004
	Iteration 37Q: 3 clusters Score -9271878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9271883.000000 Penalty: 5403.854004
	Iteration 38Q: 3 clusters Score -9271883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9271877.000000 Penalty: 5403.854004
	Iteration 39Q: 3 clusters Score -9271877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9271883.000000 Penalty: 5403.854004
	Iteration 40F: 3 clusters Score -9271883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -9271890.000000 Penalty: 5403.854004
	Iteration 41Q: 3 clusters Score -9271890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -9271890.000000 Penalty: 5403.854004
	Iteration 42Q: 3 clusters Score -9271890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -9271876.000000 Penalty: 5403.854004
	Iteration 43Q: 3 clusters Score -9271876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -9271844.000000 Penalty: 5403.854004
	Iteration 44Q: 3 clusters Score -9271844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -9271873.000000 Penalty: 5403.854004
	Iteration 45Q: 3 clusters Score -9271873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -9271885.000000 Penalty: 5403.854004
	Iteration 46Q: 3 clusters Score -9271885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9271881.000000 Penalty: 5403.854004
	Iteration 47Q: 3 clusters Score -9271881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -9271918.000000 Penalty: 5403.854004
	Iteration 48Q: 3 clusters Score -9271918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9271933.000000 Penalty: 5403.854004
	Iteration 49Q: 3 clusters Score -9271933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -9271925.000000 Penalty: 5403.854004
	Iteration 50Q: 3 clusters Score -9271925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -9271934.000000 Penalty: 5403.854004
	Iteration 51Q: 3 clusters Score -9271934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -9271945.000000 Penalty: 5403.854004
	Iteration 52Q: 3 clusters Score -9271945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -9271903.000000 Penalty: 5403.854004
	Iteration 53Q: 3 clusters Score -9271903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -9271910.000000 Penalty: 5403.854004
	Iteration 54Q: 3 clusters Score -9271910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -9271933.000000 Penalty: 5403.854004
	Iteration 55Q: 3 clusters Score -9271933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -9271937.000000 Penalty: 5403.854004
	Iteration 56Q: 3 clusters Score -9271937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -9271900.000000 Penalty: 5403.854004
	Iteration 57Q: 3 clusters Score -9271900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -9271920.000000 Penalty: 5403.854004
	Iteration 58Q: 3 clusters Score -9271920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9271921.000000 Penalty: 5403.854004
	Iteration 59Q: 3 clusters Score -9271921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -9271924.000000 Penalty: 5403.854004
	Iteration 60F: 3 clusters Score -9271924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -9271928.000000 Penalty: 5403.854004
	Iteration 61Q: 3 clusters Score -9271928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -9271945.000000 Penalty: 5403.854004
	Iteration 62Q: 3 clusters Score -9271945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -9271935.000000 Penalty: 5403.854004
	Iteration 63Q: 3 clusters Score -9271935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -9271931.000000 Penalty: 5403.854004
	Iteration 64Q: 3 clusters Score -9271931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -9271926.000000 Penalty: 5403.854004
	Iteration 65Q: 3 clusters Score -9271926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9271922.000000 Penalty: 5403.854004
	Iteration 66Q: 3 clusters Score -9271922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -9271926.000000 Penalty: 5403.854004
	Iteration 67Q: 3 clusters Score -9271926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9271934.000000 Penalty: 5403.854004
	Iteration 68Q: 3 clusters Score -9271934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -9271929.000000 Penalty: 5403.854004
	Iteration 69Q: 3 clusters Score -9271929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -9271968.000000 Penalty: 5403.854004
	Iteration 70Q: 3 clusters Score -9271968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -9271978.000000 Penalty: 5403.854004
	Iteration 71Q: 3 clusters Score -9271978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -9271948.000000 Penalty: 5403.854004
	Iteration 72Q: 3 clusters Score -9271948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -9271949.000000 Penalty: 5403.854004
	Iteration 73Q: 3 clusters Score -9271949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -9271929.000000 Penalty: 5403.854004
	Iteration 74Q: 3 clusters Score -9271929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9271915.000000 Penalty: 5403.854004
	Iteration 75Q: 3 clusters Score -9271915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -9271933.000000 Penalty: 5403.854004
	Iteration 76Q: 3 clusters Score -9271933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -9271928.000000 Penalty: 5403.854004
	Iteration 77Q: 3 clusters Score -9271928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9271918.000000 Penalty: 5403.854004
	Iteration 78Q: 3 clusters Score -9271918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -9271906.000000 Penalty: 5403.854004
	Iteration 79Q: 3 clusters Score -9271906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9271912.000000 Penalty: 5403.854004
	Iteration 80F: 3 clusters Score -9271912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -9271917.000000 Penalty: 5403.854004
	Iteration 81Q: 3 clusters Score -9271917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -9271922.000000 Penalty: 5403.854004
	Iteration 82Q: 3 clusters Score -9271922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9271928.000000 Penalty: 5403.854004
	Iteration 83Q: 3 clusters Score -9271928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9271954.000000 Penalty: 5403.854004
	Iteration 84Q: 3 clusters Score -9271954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -9271943.000000 Penalty: 5403.854004
	Iteration 85Q: 3 clusters Score -9271943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -9271913.000000 Penalty: 5403.854004
	Iteration 86Q: 3 clusters Score -9271913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -9271937.000000 Penalty: 5403.854004
	Iteration 87Q: 3 clusters Score -9271937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9271926.000000 Penalty: 5403.854004
	Iteration 88Q: 3 clusters Score -9271926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -9271949.000000 Penalty: 5403.854004
	Iteration 89Q: 3 clusters Score -9271949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9271953.000000 Penalty: 5403.854004
	Iteration 90Q: 3 clusters Score -9271953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -9271962.000000 Penalty: 5403.854004
	Iteration 91Q: 3 clusters Score -9271962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -9271948.000000 Penalty: 5403.854004
	Iteration 92Q: 3 clusters Score -9271948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -9271960.000000 Penalty: 5403.854004
	Iteration 93Q: 3 clusters Score -9271960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -9271959.000000 Penalty: 5403.854004
	Iteration 94Q: 3 clusters Score -9271959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -9271993.000000 Penalty: 5403.854004
	Iteration 95Q: 3 clusters Score -9271993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9271963.000000 Penalty: 5403.854004
	Iteration 96Q: 3 clusters Score -9271963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9271969.000000 Penalty: 5403.854004
	Iteration 97Q: 3 clusters Score -9271969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9271961.000000 Penalty: 5403.854004
	Iteration 98Q: 3 clusters Score -9271961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -9271980.000000 Penalty: 5403.854004
	Iteration 99Q: 3 clusters Score -9271980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9272000.000000 Penalty: 5403.854004
	Iteration 100F: 3 clusters Score -9272000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9272011.000000 Penalty: 5403.854004
	Iteration 101Q: 3 clusters Score -9272011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9271983.000000 Penalty: 5403.854004
	Iteration 102Q: 3 clusters Score -9271983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9271997.000000 Penalty: 5403.854004
	Iteration 103Q: 3 clusters Score -9271997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9271982.000000 Penalty: 5403.854004
	Iteration 104Q: 3 clusters Score -9271982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -9272007.000000 Penalty: 5403.854004
	Iteration 105Q: 3 clusters Score -9272007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -9271979.000000 Penalty: 5403.854004
	Iteration 106Q: 3 clusters Score -9271979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -9271968.000000 Penalty: 5403.854004
	Iteration 107Q: 3 clusters Score -9271968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9271978.000000 Penalty: 5403.854004
	Iteration 108Q: 3 clusters Score -9271978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -9271993.000000 Penalty: 5403.854004
	Iteration 109Q: 3 clusters Score -9271993 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9271983.000000 Penalty: 5403.854004
	Iteration 110Q: 3 clusters Score -9271983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9271983.000000 Penalty: 5403.854004
	Iteration 111Q: 3 clusters Score -9271983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -9271980.000000 Penalty: 5403.854004
	Iteration 112Q: 3 clusters Score -9271980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -9271988.000000 Penalty: 5403.854004
	Iteration 113Q: 3 clusters Score -9271988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -9271978.000000 Penalty: 5403.854004
	Iteration 114Q: 3 clusters Score -9271978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -9271965.000000 Penalty: 5403.854004
	Iteration 115Q: 3 clusters Score -9271965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -9271984.000000 Penalty: 5403.854004
	Iteration 116Q: 3 clusters Score -9271984 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -9271978.000000 Penalty: 5403.854004
	Iteration 117Q: 3 clusters Score -9271978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -9272001.000000 Penalty: 5403.854004
	Iteration 118Q: 3 clusters Score -9272001 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9272012.000000 Penalty: 5403.854004
	Iteration 119Q: 3 clusters Score -9272012 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9272047.000000 Penalty: 5403.854004
	Iteration 120F: 3 clusters Score -9272047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -9272051.000000 Penalty: 5403.854004
	Iteration 121Q: 3 clusters Score -9272051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -9272063.000000 Penalty: 5403.854004
	Iteration 122Q: 3 clusters Score -9272063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -9272101.000000 Penalty: 5403.854004
	Iteration 123Q: 3 clusters Score -9272101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -9272146.000000 Penalty: 5403.854004
	Iteration 124Q: 3 clusters Score -9272146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9272144.000000 Penalty: 5403.854004
	Iteration 125Q: 3 clusters Score -9272144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -9272152.000000 Penalty: 5403.854004
	Iteration 126Q: 3 clusters Score -9272152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9272193.000000 Penalty: 5403.854004
	Iteration 127Q: 3 clusters Score -9272193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -9272202.000000 Penalty: 5403.854004
	Iteration 128Q: 3 clusters Score -9272202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -9272203.000000 Penalty: 5403.854004
	Iteration 129Q: 3 clusters Score -9272203 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9272215.000000 Penalty: 5403.854004
	Iteration 130Q: 3 clusters Score -9272215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9272262.000000 Penalty: 5403.854004
	Iteration 131Q: 3 clusters Score -9272262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -9272287.000000 Penalty: 5403.854004
	Iteration 132Q: 3 clusters Score -9272287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -9272303.000000 Penalty: 5403.854004
	Iteration 133Q: 3 clusters Score -9272303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -9272324.000000 Penalty: 5403.854004
	Iteration 134Q: 3 clusters Score -9272324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9272342.000000 Penalty: 5403.854004
	Iteration 135Q: 3 clusters Score -9272342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -9272360.000000 Penalty: 5403.854004
	Iteration 136Q: 3 clusters Score -9272360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -9272370.000000 Penalty: 5403.854004
	Iteration 137Q: 3 clusters Score -9272370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9272403.000000 Penalty: 5403.854004
	Iteration 138Q: 3 clusters Score -9272403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -9272411.000000 Penalty: 5403.854004
	Iteration 139Q: 3 clusters Score -9272411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -9272427.000000 Penalty: 5403.854004
	Iteration 140F: 3 clusters Score -9272427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -9272450.000000 Penalty: 5403.854004
	Iteration 141Q: 3 clusters Score -9272450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9272458.000000 Penalty: 5403.854004
	Iteration 142Q: 3 clusters Score -9272458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -9272493.000000 Penalty: 5403.854004
	Iteration 143Q: 3 clusters Score -9272493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9272519.000000 Penalty: 5403.854004
	Iteration 144Q: 3 clusters Score -9272519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -9272514.000000 Penalty: 5403.854004
	Iteration 145Q: 3 clusters Score -9272514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -9272523.000000 Penalty: 5403.854004
	Iteration 146Q: 3 clusters Score -9272523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -9272543.000000 Penalty: 5403.854004
	Iteration 147Q: 3 clusters Score -9272543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9272525.000000 Penalty: 5403.854004
	Iteration 148Q: 3 clusters Score -9272525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -9272540.000000 Penalty: 5403.854004
	Iteration 149Q: 3 clusters Score -9272540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9272542.000000 Penalty: 5403.854004
	Iteration 150Q: 3 clusters Score -9272542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9272546.000000 Penalty: 5403.854004
	Iteration 151Q: 3 clusters Score -9272546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -9272552.000000 Penalty: 5403.854004
	Iteration 152Q: 3 clusters Score -9272552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -9272545.000000 Penalty: 5403.854004
	Iteration 153Q: 3 clusters Score -9272545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9272555.000000 Penalty: 5403.854004
	Iteration 154Q: 3 clusters Score -9272555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -9272563.000000 Penalty: 5403.854004
	Iteration 155Q: 3 clusters Score -9272563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -9272574.000000 Penalty: 5403.854004
	Iteration 156Q: 3 clusters Score -9272574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -9272562.000000 Penalty: 5403.854004
	Iteration 157Q: 3 clusters Score -9272562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -9272574.000000 Penalty: 5403.854004
	Iteration 158Q: 3 clusters Score -9272574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -9272594.000000 Penalty: 5403.854004
	Iteration 159Q: 3 clusters Score -9272594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -9272588.000000 Penalty: 5403.854004
	Iteration 160F: 3 clusters Score -9272588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -9272589.000000 Penalty: 5403.854004
	Iteration 161Q: 3 clusters Score -9272589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -9272592.000000 Penalty: 5403.854004
	Iteration 162Q: 3 clusters Score -9272592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -9272590.000000 Penalty: 5403.854004
	Iteration 163Q: 3 clusters Score -9272590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9272589.000000 Penalty: 5403.854004
	Iteration 164Q: 3 clusters Score -9272589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -9272579.000000 Penalty: 5403.854004
	Iteration 165Q: 3 clusters Score -9272579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -9272610.000000 Penalty: 5403.854004
	Iteration 166Q: 3 clusters Score -9272610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -9272608.000000 Penalty: 5403.854004
	Iteration 167Q: 3 clusters Score -9272608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -9272575.000000 Penalty: 5403.854004
	Iteration 168Q: 3 clusters Score -9272575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -9272583.000000 Penalty: 5403.854004
	Iteration 169Q: 3 clusters Score -9272583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -9272586.000000 Penalty: 5403.854004
	Iteration 170Q: 3 clusters Score -9272586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -9272600.000000 Penalty: 5403.854004
	Iteration 171Q: 3 clusters Score -9272600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -9272608.000000 Penalty: 5403.854004
	Iteration 172Q: 3 clusters Score -9272608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -9272634.000000 Penalty: 5403.854004
	Iteration 173Q: 3 clusters Score -9272634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -9272617.000000 Penalty: 5403.854004
	Iteration 174Q: 3 clusters Score -9272617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -9272624.000000 Penalty: 5403.854004
	Iteration 175Q: 3 clusters Score -9272624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9272630.000000 Penalty: 5403.854004
	Iteration 176Q: 3 clusters Score -9272630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -9272615.000000 Penalty: 5403.854004
	Iteration 177Q: 3 clusters Score -9272615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -9272617.000000 Penalty: 5403.854004
	Iteration 178Q: 3 clusters Score -9272617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -9272606.000000 Penalty: 5403.854004
	Iteration 179Q: 3 clusters Score -9272606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -9272609.000000 Penalty: 5403.854004
	Iteration 180F: 3 clusters Score -9272609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -9272607.000000 Penalty: 5403.854004
	Iteration 181Q: 3 clusters Score -9272607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -9272601.000000 Penalty: 5403.854004
	Iteration 182Q: 3 clusters Score -9272601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -9272587.000000 Penalty: 5403.854004
	Iteration 183Q: 3 clusters Score -9272587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -9272602.000000 Penalty: 5403.854004
	Iteration 184Q: 3 clusters Score -9272602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -9272609.000000 Penalty: 5403.854004
	Iteration 185Q: 3 clusters Score -9272609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -9272609.000000 Penalty: 5403.854004
	Iteration 186Q: 3 clusters Score -9272609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -9272616.000000 Penalty: 5403.854004
	Iteration 187Q: 3 clusters Score -9272616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9272623.000000 Penalty: 5403.854004
	Iteration 188Q: 3 clusters Score -9272623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -9272606.000000 Penalty: 5403.854004
	Iteration 189Q: 3 clusters Score -9272606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -9272608.000000 Penalty: 5403.854004
	Iteration 190Q: 3 clusters Score -9272608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -9272611.000000 Penalty: 5403.854004
	Iteration 191Q: 3 clusters Score -9272611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -9272616.000000 Penalty: 5403.854004
	Iteration 192Q: 3 clusters Score -9272616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -9272611.000000 Penalty: 5403.854004
	Iteration 193Q: 3 clusters Score -9272611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -9272616.000000 Penalty: 5403.854004
	Iteration 194Q: 3 clusters Score -9272616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -9272615.000000 Penalty: 5403.854004
	Iteration 195Q: 3 clusters Score -9272615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -9272615.000000 Penalty: 5403.854004
	Iteration 196F: 3 clusters Score -9272615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Entering Unmasked Estep 
Score: -12083456.000000 Penalty: 2759.881836
	Iteration 0F: 2 clusters Score -1.208346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -12051284.000000 Penalty: 5519.763672
	Iteration 0F: 3 clusters Score -1.205128e+07 nChanged 31770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -12069247.000000 Penalty: 5519.763672
	Iteration 1F: 3 clusters Score -1.206925e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -12070382.000000 Penalty: 5519.763672
	Iteration 2Q: 3 clusters Score -1.207038e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -12071997.000000 Penalty: 5519.763672
	Iteration 3F: 3 clusters Score -1.2072e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -12074213.000000 Penalty: 5519.763672
	Iteration 4F: 3 clusters Score -1.207421e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -12077163.000000 Penalty: 5519.763672
	Iteration 5F: 3 clusters Score -1.207716e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -12080002.000000 Penalty: 5519.763672
	Iteration 6F: 3 clusters Score -1.208e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -12082467.000000 Penalty: 5519.763672
	Iteration 7F: 3 clusters Score -1.208247e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -12083945.000000 Penalty: 5519.763672
	Iteration 8F: 3 clusters Score -1.208394e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -12085168.000000 Penalty: 5519.763672
	Iteration 9Q: 3 clusters Score -1.208517e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -12085823.000000 Penalty: 5519.763672
	Iteration 10Q: 3 clusters Score -1.208582e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -12086163.000000 Penalty: 5519.763672
	Iteration 11Q: 3 clusters Score -1.208616e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -12085976.000000 Penalty: 5519.763672
	Iteration 12Q: 3 clusters Score -1.208598e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -12085842.000000 Penalty: 5519.763672
	Iteration 13Q: 3 clusters Score -1.208584e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -12085308.000000 Penalty: 5519.763672
	Iteration 14Q: 3 clusters Score -1.208531e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -12084863.000000 Penalty: 5519.763672
	Iteration 15Q: 3 clusters Score -1.208486e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -12084650.000000 Penalty: 5519.763672
	Iteration 16Q: 3 clusters Score -1.208465e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -12084370.000000 Penalty: 5519.763672
	Iteration 17Q: 3 clusters Score -1.208437e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -12084145.000000 Penalty: 5519.763672
	Iteration 18Q: 3 clusters Score -1.208414e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -12083953.000000 Penalty: 5519.763672
	Iteration 19Q: 3 clusters Score -1.208395e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -12084272.000000 Penalty: 5519.763672
	Iteration 20F: 3 clusters Score -1.208427e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -12084137.000000 Penalty: 5519.763672
	Iteration 21Q: 3 clusters Score -1.208414e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -12083972.000000 Penalty: 5519.763672
	Iteration 22Q: 3 clusters Score -1.208397e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -12083867.000000 Penalty: 5519.763672
	Iteration 23Q: 3 clusters Score -1.208387e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -12083901.000000 Penalty: 5519.763672
	Iteration 24Q: 3 clusters Score -1.20839e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -12083868.000000 Penalty: 5519.763672
	Iteration 25Q: 3 clusters Score -1.208387e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -12083841.000000 Penalty: 5519.763672
	Iteration 26Q: 3 clusters Score -1.208384e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -12083875.000000 Penalty: 5519.763672
	Iteration 27Q: 3 clusters Score -1.208388e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -12083950.000000 Penalty: 5519.763672
	Iteration 28Q: 3 clusters Score -1.208395e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -12084038.000000 Penalty: 5519.763672
	Iteration 29Q: 3 clusters Score -1.208404e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -12084152.000000 Penalty: 5519.763672
	Iteration 30Q: 3 clusters Score -1.208415e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -12084296.000000 Penalty: 5519.763672
	Iteration 31Q: 3 clusters Score -1.20843e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -12084412.000000 Penalty: 5519.763672
	Iteration 32Q: 3 clusters Score -1.208441e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -12084511.000000 Penalty: 5519.763672
	Iteration 33Q: 3 clusters Score -1.208451e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -12084725.000000 Penalty: 5519.763672
	Iteration 34Q: 3 clusters Score -1.208472e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -12084935.000000 Penalty: 5519.763672
	Iteration 35Q: 3 clusters Score -1.208494e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -12085181.000000 Penalty: 5519.763672
	Iteration 36Q: 3 clusters Score -1.208518e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -12085328.000000 Penalty: 5519.763672
	Iteration 37Q: 3 clusters Score -1.208533e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -12085536.000000 Penalty: 5519.763672
	Iteration 38Q: 3 clusters Score -1.208554e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -12085912.000000 Penalty: 5519.763672
	Iteration 39Q: 3 clusters Score -1.208591e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -12086185.000000 Penalty: 5519.763672
	Iteration 40F: 3 clusters Score -1.208618e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -12086460.000000 Penalty: 5519.763672
	Iteration 41Q: 3 clusters Score -1.208646e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -12086842.000000 Penalty: 5519.763672
	Iteration 42Q: 3 clusters Score -1.208684e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -12087231.000000 Penalty: 5519.763672
	Iteration 43Q: 3 clusters Score -1.208723e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -12087536.000000 Penalty: 5519.763672
	Iteration 44Q: 3 clusters Score -1.208754e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -12088146.000000 Penalty: 5519.763672
	Iteration 45Q: 3 clusters Score -1.208815e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -12088687.000000 Penalty: 5519.763672
	Iteration 46Q: 3 clusters Score -1.208869e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -12089299.000000 Penalty: 5519.763672
	Iteration 47Q: 3 clusters Score -1.20893e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -12089933.000000 Penalty: 5519.763672
	Iteration 48Q: 3 clusters Score -1.208993e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -12090426.000000 Penalty: 5519.763672
	Iteration 49Q: 3 clusters Score -1.209043e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -12091015.000000 Penalty: 5519.763672
	Iteration 50Q: 3 clusters Score -1.209102e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -12091362.000000 Penalty: 5519.763672
	Iteration 51Q: 3 clusters Score -1.209136e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -12091491.000000 Penalty: 5519.763672
	Iteration 52Q: 3 clusters Score -1.209149e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -12091476.000000 Penalty: 5519.763672
	Iteration 53Q: 3 clusters Score -1.209148e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -12091550.000000 Penalty: 5519.763672
	Iteration 54Q: 3 clusters Score -1.209155e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -12091552.000000 Penalty: 5519.763672
	Iteration 55Q: 3 clusters Score -1.209155e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -12091548.000000 Penalty: 5519.763672
	Iteration 56Q: 3 clusters Score -1.209155e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -12091494.000000 Penalty: 5519.763672
	Iteration 57Q: 3 clusters Score -1.209149e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -12091445.000000 Penalty: 5519.763672
	Iteration 58Q: 3 clusters Score -1.209144e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -12091438.000000 Penalty: 5519.763672
	Iteration 59Q: 3 clusters Score -1.209144e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -12091545.000000 Penalty: 5519.763672
	Iteration 60F: 3 clusters Score -1.209154e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -12091524.000000 Penalty: 5519.763672
	Iteration 61Q: 3 clusters Score -1.209152e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -12091461.000000 Penalty: 5519.763672
	Iteration 62Q: 3 clusters Score -1.209146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -12091413.000000 Penalty: 5519.763672
	Iteration 63Q: 3 clusters Score -1.209141e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -12091373.000000 Penalty: 5519.763672
	Iteration 64Q: 3 clusters Score -1.209137e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -12091361.000000 Penalty: 5519.763672
	Iteration 65Q: 3 clusters Score -1.209136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -12091371.000000 Penalty: 5519.763672
	Iteration 66Q: 3 clusters Score -1.209137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -12091374.000000 Penalty: 5519.763672
	Iteration 67Q: 3 clusters Score -1.209137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -12091376.000000 Penalty: 5519.763672
	Iteration 68Q: 3 clusters Score -1.209138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -12091364.000000 Penalty: 5519.763672
	Iteration 69Q: 3 clusters Score -1.209136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -12091363.000000 Penalty: 5519.763672
	Iteration 70Q: 3 clusters Score -1.209136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -12091370.000000 Penalty: 5519.763672
	Iteration 71Q: 3 clusters Score -1.209137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -12091345.000000 Penalty: 5519.763672
	Iteration 72Q: 3 clusters Score -1.209134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -12091360.000000 Penalty: 5519.763672
	Iteration 73Q: 3 clusters Score -1.209136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -12091353.000000 Penalty: 5519.763672
	Iteration 74Q: 3 clusters Score -1.209135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -12091348.000000 Penalty: 5519.763672
	Iteration 75Q: 3 clusters Score -1.209135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -12091351.000000 Penalty: 5519.763672
	Iteration 76Q: 3 clusters Score -1.209135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -12091352.000000 Penalty: 5519.763672
	Iteration 77Q: 3 clusters Score -1.209135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -12091356.000000 Penalty: 5519.763672
	Iteration 78Q: 3 clusters Score -1.209136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -12091337.000000 Penalty: 5519.763672
	Iteration 79Q: 3 clusters Score -1.209134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -12091346.000000 Penalty: 5519.763672
	Iteration 80F: 3 clusters Score -1.209135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -12091342.000000 Penalty: 5519.763672
	Iteration 81Q: 3 clusters Score -1.209134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -12091340.000000 Penalty: 5519.763672
	Iteration 82Q: 3 clusters Score -1.209134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -12091335.000000 Penalty: 5519.763672
	Iteration 83Q: 3 clusters Score -1.209134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -12091334.000000 Penalty: 5519.763672
	Iteration 84Q: 3 clusters Score -1.209133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -12091333.000000 Penalty: 5519.763672
	Iteration 85Q: 3 clusters Score -1.209133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -12091321.000000 Penalty: 5519.763672
	Iteration 86Q: 3 clusters Score -1.209132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -12091316.000000 Penalty: 5519.763672
	Iteration 87Q: 3 clusters Score -1.209132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -12091320.000000 Penalty: 5519.763672
	Iteration 88Q: 3 clusters Score -1.209132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -12091316.000000 Penalty: 5519.763672
	Iteration 89Q: 3 clusters Score -1.209132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -12091312.000000 Penalty: 5519.763672
	Iteration 90Q: 3 clusters Score -1.209131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -12091298.000000 Penalty: 5519.763672
	Iteration 91Q: 3 clusters Score -1.20913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -12091306.000000 Penalty: 5519.763672
	Iteration 92Q: 3 clusters Score -1.209131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -12091316.000000 Penalty: 5519.763672
	Iteration 93Q: 3 clusters Score -1.209132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -12091323.000000 Penalty: 5519.763672
	Iteration 94Q: 3 clusters Score -1.209132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -12091323.000000 Penalty: 5519.763672
	Iteration 95F: 3 clusters Score -1.209132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 54922 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Entering Unmasked Estep 
Score: -117166912.000000 Penalty: 159972.921875
Splitting cluster 21 changes total score from -117098584.000000 to -117166912.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (54922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Entering Unmasked Estep 
Score: -9965566.000000 Penalty: 2706.590088
	Iteration 0F: 2 clusters Score -9965566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -9943968.000000 Penalty: 5413.180176
	Iteration 0F: 3 clusters Score -9943968 nChanged 25683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
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Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 26384 members 
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Mstep: Class 2 contains 25931 members 
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Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16969 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 17825 members 
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Score: -9974039.000000 Penalty: 5413.180176
	Iteration 94Q: 3 clusters Score -9974039 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -9974090.000000 Penalty: 5413.180176
	Iteration 95Q: 3 clusters Score -9974090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -9974146.000000 Penalty: 5413.180176
	Iteration 96Q: 3 clusters Score -9974146 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -9974175.000000 Penalty: 5413.180176
	Iteration 97Q: 3 clusters Score -9974175 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -9974208.000000 Penalty: 5413.180176
	Iteration 98Q: 3 clusters Score -9974208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -9974289.000000 Penalty: 5413.180176
	Iteration 99Q: 3 clusters Score -9974289 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -9974321.000000 Penalty: 5413.180176
	Iteration 100F: 3 clusters Score -9974321 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -9974384.000000 Penalty: 5413.180176
	Iteration 101Q: 3 clusters Score -9974384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -9974384.000000 Penalty: 5413.180176
	Iteration 102Q: 3 clusters Score -9974384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -9974426.000000 Penalty: 5413.180176
	Iteration 103Q: 3 clusters Score -9974426 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -9974417.000000 Penalty: 5413.180176
	Iteration 104Q: 3 clusters Score -9974417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -9974432.000000 Penalty: 5413.180176
	Iteration 105Q: 3 clusters Score -9974432 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -9974483.000000 Penalty: 5413.180176
	Iteration 106Q: 3 clusters Score -9974483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -9974466.000000 Penalty: 5413.180176
	Iteration 107Q: 3 clusters Score -9974466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -9974458.000000 Penalty: 5413.180176
	Iteration 108Q: 3 clusters Score -9974458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -9974460.000000 Penalty: 5413.180176
	Iteration 109Q: 3 clusters Score -9974460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -9974441.000000 Penalty: 5413.180176
	Iteration 110Q: 3 clusters Score -9974441 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -9974451.000000 Penalty: 5413.180176
	Iteration 111Q: 3 clusters Score -9974451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -9974429.000000 Penalty: 5413.180176
	Iteration 112Q: 3 clusters Score -9974429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -9974391.000000 Penalty: 5413.180176
	Iteration 113Q: 3 clusters Score -9974391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -9974400.000000 Penalty: 5413.180176
	Iteration 114Q: 3 clusters Score -9974400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -9974399.000000 Penalty: 5413.180176
	Iteration 115Q: 3 clusters Score -9974399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -9974406.000000 Penalty: 5413.180176
	Iteration 116Q: 3 clusters Score -9974406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -9974413.000000 Penalty: 5413.180176
	Iteration 117Q: 3 clusters Score -9974413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -9974407.000000 Penalty: 5413.180176
	Iteration 118Q: 3 clusters Score -9974407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -9974390.000000 Penalty: 5413.180176
	Iteration 119Q: 3 clusters Score -9974390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -9974398.000000 Penalty: 5413.180176
	Iteration 120F: 3 clusters Score -9974398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -9974394.000000 Penalty: 5413.180176
	Iteration 121Q: 3 clusters Score -9974394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -9974398.000000 Penalty: 5413.180176
	Iteration 122Q: 3 clusters Score -9974398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -9974405.000000 Penalty: 5413.180176
	Iteration 123Q: 3 clusters Score -9974405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -9974403.000000 Penalty: 5413.180176
	Iteration 124Q: 3 clusters Score -9974403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -9974399.000000 Penalty: 5413.180176
	Iteration 125Q: 3 clusters Score -9974399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -9974393.000000 Penalty: 5413.180176
	Iteration 126Q: 3 clusters Score -9974393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -9974409.000000 Penalty: 5413.180176
	Iteration 127Q: 3 clusters Score -9974409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -9974417.000000 Penalty: 5413.180176
	Iteration 128Q: 3 clusters Score -9974417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -9974406.000000 Penalty: 5413.180176
	Iteration 129Q: 3 clusters Score -9974406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -9974408.000000 Penalty: 5413.180176
	Iteration 130Q: 3 clusters Score -9974408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -9974420.000000 Penalty: 5413.180176
	Iteration 131Q: 3 clusters Score -9974420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -9974408.000000 Penalty: 5413.180176
	Iteration 132Q: 3 clusters Score -9974408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -9974405.000000 Penalty: 5413.180176
	Iteration 133Q: 3 clusters Score -9974405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -9974414.000000 Penalty: 5413.180176
	Iteration 134Q: 3 clusters Score -9974414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -9974405.000000 Penalty: 5413.180176
	Iteration 135Q: 3 clusters Score -9974405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -9974399.000000 Penalty: 5413.180176
	Iteration 136Q: 3 clusters Score -9974399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -9974404.000000 Penalty: 5413.180176
	Iteration 137Q: 3 clusters Score -9974404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -9974410.000000 Penalty: 5413.180176
	Iteration 138Q: 3 clusters Score -9974410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -9974410.000000 Penalty: 5413.180176
	Iteration 139F: 3 clusters Score -9974410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Entering Unmasked Estep 
Score: -117174920.000000 Penalty: 163305.687500
Splitting cluster 22 changes total score from -117098584.000000 to -117174920.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -869394.812500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -869394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -864619.875000 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -864619.9 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -866942.000000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -866942 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -868218.000000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -868218 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -869093.812500 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -869093.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -869708.312500 Penalty: 4278.163574
	Iteration 4F: 3 clusters Score -869708.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -870110.500000 Penalty: 4278.163574
	Iteration 5F: 3 clusters Score -870110.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -870426.812500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -870426.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -870694.750000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -870694.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -871020.125000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -871020.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -871264.312500 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -871264.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -871364.062500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -871364.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -871404.500000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -871404.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -871424.437500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -871424.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -871437.250000 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -871437.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -871446.000000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -871446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -871448.562500 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -871448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -871454.500000 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -871454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -871457.750000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -871457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -871463.687500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -871463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -871466.187500 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -871466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -871468.062500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -871468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -871470.062500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -871470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -871474.187500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -871474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -871474.500000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -871474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -871475.312500 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -871475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -871476.000000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -871476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -871477.625000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -871477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -871480.437500 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -871480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -871480.687500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -871480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -871481.000000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -871481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -871481.875000 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -871481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -871483.375000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -871483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -871485.062500 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -871485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -871484.562500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -871484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -871486.562500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -871486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -871486.812500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -871486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -871486.500000 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -871486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -871486.500000 Penalty: 4278.163574
	Iteration 37F: 3 clusters Score -871486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Entering Unmasked Estep 
Score: -117176224.000000 Penalty: 166638.453125
Splitting cluster 23 changes total score from -117098584.000000 to -117176224.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (45483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Entering Unmasked Estep 
Score: -7911372.000000 Penalty: 2659.823242
	Iteration 0F: 2 clusters Score -7911372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -7884273.000000 Penalty: 5319.646484
	Iteration 0F: 3 clusters Score -7884273 nChanged 21159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -7896265.500000 Penalty: 5319.646484
	Iteration 1F: 3 clusters Score -7896266 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -7897082.000000 Penalty: 5319.646484
	Iteration 2Q: 3 clusters Score -7897082 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -7898010.500000 Penalty: 5319.646484
	Iteration 3Q: 3 clusters Score -7898010 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7899191.500000 Penalty: 5319.646484
	Iteration 4F: 3 clusters Score -7899192 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -7900584.500000 Penalty: 5319.646484
	Iteration 5F: 3 clusters Score -7900584 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7902461.500000 Penalty: 5319.646484
	Iteration 6F: 3 clusters Score -7902462 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -7904345.500000 Penalty: 5319.646484
	Iteration 7F: 3 clusters Score -7904346 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -7905929.000000 Penalty: 5319.646484
	Iteration 8F: 3 clusters Score -7905929 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7907068.000000 Penalty: 5319.646484
	Iteration 9Q: 3 clusters Score -7907068 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7907895.000000 Penalty: 5319.646484
	Iteration 10Q: 3 clusters Score -7907895 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7908465.000000 Penalty: 5319.646484
	Iteration 11Q: 3 clusters Score -7908465 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -7908997.000000 Penalty: 5319.646484
	Iteration 12Q: 3 clusters Score -7908997 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7909423.000000 Penalty: 5319.646484
	Iteration 13Q: 3 clusters Score -7909423 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -7909752.500000 Penalty: 5319.646484
	Iteration 14Q: 3 clusters Score -7909752 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -7910080.500000 Penalty: 5319.646484
	Iteration 15Q: 3 clusters Score -7910080 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -7910300.500000 Penalty: 5319.646484
	Iteration 16Q: 3 clusters Score -7910300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -7910488.000000 Penalty: 5319.646484
	Iteration 17Q: 3 clusters Score -7910488 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -7910671.000000 Penalty: 5319.646484
	Iteration 18Q: 3 clusters Score -7910671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -7910794.000000 Penalty: 5319.646484
	Iteration 19Q: 3 clusters Score -7910794 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -7910878.500000 Penalty: 5319.646484
	Iteration 20F: 3 clusters Score -7910878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -7910972.500000 Penalty: 5319.646484
	Iteration 21Q: 3 clusters Score -7910972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -7911000.500000 Penalty: 5319.646484
	Iteration 22Q: 3 clusters Score -7911000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -7911033.000000 Penalty: 5319.646484
	Iteration 23Q: 3 clusters Score -7911033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -7911027.000000 Penalty: 5319.646484
	Iteration 24Q: 3 clusters Score -7911027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -7911030.500000 Penalty: 5319.646484
	Iteration 25Q: 3 clusters Score -7911030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -7911049.500000 Penalty: 5319.646484
	Iteration 26Q: 3 clusters Score -7911050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -7911050.000000 Penalty: 5319.646484
	Iteration 27Q: 3 clusters Score -7911050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -7911048.500000 Penalty: 5319.646484
	Iteration 28Q: 3 clusters Score -7911048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -7911059.500000 Penalty: 5319.646484
	Iteration 29Q: 3 clusters Score -7911060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -7911057.000000 Penalty: 5319.646484
	Iteration 30Q: 3 clusters Score -7911057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7911057.000000 Penalty: 5319.646484
	Iteration 31Q: 3 clusters Score -7911057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -7911064.500000 Penalty: 5319.646484
	Iteration 32Q: 3 clusters Score -7911064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -7911067.000000 Penalty: 5319.646484
	Iteration 33Q: 3 clusters Score -7911067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -7911071.000000 Penalty: 5319.646484
	Iteration 34Q: 3 clusters Score -7911071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -7911072.000000 Penalty: 5319.646484
	Iteration 35Q: 3 clusters Score -7911072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -7911074.500000 Penalty: 5319.646484
	Iteration 36Q: 3 clusters Score -7911074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -7911072.000000 Penalty: 5319.646484
	Iteration 37Q: 3 clusters Score -7911072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -7911075.500000 Penalty: 5319.646484
	Iteration 38Q: 3 clusters Score -7911076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -7911073.000000 Penalty: 5319.646484
	Iteration 39Q: 3 clusters Score -7911073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -7911069.500000 Penalty: 5319.646484
	Iteration 40F: 3 clusters Score -7911070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -7911094.500000 Penalty: 5319.646484
	Iteration 41Q: 3 clusters Score -7911094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -7911092.500000 Penalty: 5319.646484
	Iteration 42Q: 3 clusters Score -7911092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -7911102.500000 Penalty: 5319.646484
	Iteration 43Q: 3 clusters Score -7911102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -7911118.000000 Penalty: 5319.646484
	Iteration 44Q: 3 clusters Score -7911118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -7911121.500000 Penalty: 5319.646484
	Iteration 45Q: 3 clusters Score -7911122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -7911122.000000 Penalty: 5319.646484
	Iteration 46Q: 3 clusters Score -7911122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -7911121.000000 Penalty: 5319.646484
	Iteration 47Q: 3 clusters Score -7911121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -7911119.500000 Penalty: 5319.646484
	Iteration 48Q: 3 clusters Score -7911120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -7911125.000000 Penalty: 5319.646484
	Iteration 49Q: 3 clusters Score -7911125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -7911114.500000 Penalty: 5319.646484
	Iteration 50Q: 3 clusters Score -7911114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -7911120.000000 Penalty: 5319.646484
	Iteration 51Q: 3 clusters Score -7911120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -7911120.000000 Penalty: 5319.646484
	Iteration 52Q: 3 clusters Score -7911120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -7911119.500000 Penalty: 5319.646484
	Iteration 53Q: 3 clusters Score -7911120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -7911118.000000 Penalty: 5319.646484
	Iteration 54Q: 3 clusters Score -7911118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -7911118.000000 Penalty: 5319.646484
	Iteration 55F: 3 clusters Score -7911118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Entering Unmasked Estep 
Score: -5562352.500000 Penalty: 2564.239746
	Iteration 0F: 2 clusters Score -5562352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5541474.000000 Penalty: 5128.479492
	Iteration 0F: 3 clusters Score -5541474 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5548904.000000 Penalty: 5128.479492
	Iteration 1F: 3 clusters Score -5548904 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5549576.000000 Penalty: 5128.479492
	Iteration 2F: 3 clusters Score -5549576 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5550420.000000 Penalty: 5128.479492
	Iteration 3F: 3 clusters Score -5550420 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5551374.500000 Penalty: 5128.479492
	Iteration 4F: 3 clusters Score -5551374 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5552600.000000 Penalty: 5128.479492
	Iteration 5F: 3 clusters Score -5552600 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5553937.500000 Penalty: 5128.479492
	Iteration 6F: 3 clusters Score -5553938 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5555321.500000 Penalty: 5128.479492
	Iteration 7F: 3 clusters Score -5555322 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5556599.000000 Penalty: 5128.479492
	Iteration 8F: 3 clusters Score -5556599 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5557761.000000 Penalty: 5128.479492
	Iteration 9F: 3 clusters Score -5557761 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -5558627.000000 Penalty: 5128.479492
	Iteration 10Q: 3 clusters Score -5558627 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5559267.000000 Penalty: 5128.479492
	Iteration 11Q: 3 clusters Score -5559267 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5559781.500000 Penalty: 5128.479492
	Iteration 12Q: 3 clusters Score -5559782 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5560151.000000 Penalty: 5128.479492
	Iteration 13Q: 3 clusters Score -5560151 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5560386.500000 Penalty: 5128.479492
	Iteration 14Q: 3 clusters Score -5560386 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5560551.000000 Penalty: 5128.479492
	Iteration 15Q: 3 clusters Score -5560551 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5560672.500000 Penalty: 5128.479492
	Iteration 16Q: 3 clusters Score -5560672 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5560756.000000 Penalty: 5128.479492
	Iteration 17Q: 3 clusters Score -5560756 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5560867.500000 Penalty: 5128.479492
	Iteration 18Q: 3 clusters Score -5560868 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5560962.500000 Penalty: 5128.479492
	Iteration 19Q: 3 clusters Score -5560962 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5561028.000000 Penalty: 5128.479492
	Iteration 20F: 3 clusters Score -5561028 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5561078.000000 Penalty: 5128.479492
	Iteration 21Q: 3 clusters Score -5561078 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -5561117.500000 Penalty: 5128.479492
	Iteration 22Q: 3 clusters Score -5561118 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5561127.000000 Penalty: 5128.479492
	Iteration 23Q: 3 clusters Score -5561127 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -5561136.000000 Penalty: 5128.479492
	Iteration 24Q: 3 clusters Score -5561136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5561153.000000 Penalty: 5128.479492
	Iteration 25Q: 3 clusters Score -5561153 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5561176.000000 Penalty: 5128.479492
	Iteration 26Q: 3 clusters Score -5561176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -5561190.500000 Penalty: 5128.479492
	Iteration 27Q: 3 clusters Score -5561190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5561226.000000 Penalty: 5128.479492
	Iteration 28Q: 3 clusters Score -5561226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5561214.500000 Penalty: 5128.479492
	Iteration 29Q: 3 clusters Score -5561214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -5561239.500000 Penalty: 5128.479492
	Iteration 30Q: 3 clusters Score -5561240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5561234.000000 Penalty: 5128.479492
	Iteration 31Q: 3 clusters Score -5561234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -5561249.500000 Penalty: 5128.479492
	Iteration 32Q: 3 clusters Score -5561250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5561253.500000 Penalty: 5128.479492
	Iteration 33Q: 3 clusters Score -5561254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5561273.500000 Penalty: 5128.479492
	Iteration 34Q: 3 clusters Score -5561274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5561282.500000 Penalty: 5128.479492
	Iteration 35Q: 3 clusters Score -5561282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5561280.500000 Penalty: 5128.479492
	Iteration 36Q: 3 clusters Score -5561280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -5561287.500000 Penalty: 5128.479492
	Iteration 37Q: 3 clusters Score -5561288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -5561299.500000 Penalty: 5128.479492
	Iteration 38Q: 3 clusters Score -5561300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5561303.500000 Penalty: 5128.479492
	Iteration 39Q: 3 clusters Score -5561304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5561314.500000 Penalty: 5128.479492
	Iteration 40F: 3 clusters Score -5561314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -5561301.000000 Penalty: 5128.479492
	Iteration 41Q: 3 clusters Score -5561301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5561312.500000 Penalty: 5128.479492
	Iteration 42Q: 3 clusters Score -5561312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5561316.500000 Penalty: 5128.479492
	Iteration 43Q: 3 clusters Score -5561316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -5561319.000000 Penalty: 5128.479492
	Iteration 44Q: 3 clusters Score -5561319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5561321.000000 Penalty: 5128.479492
	Iteration 45Q: 3 clusters Score -5561321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -5561321.000000 Penalty: 5128.479492
	Iteration 46Q: 3 clusters Score -5561321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -5561323.500000 Penalty: 5128.479492
	Iteration 47Q: 3 clusters Score -5561324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5561320.000000 Penalty: 5128.479492
	Iteration 48Q: 3 clusters Score -5561320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5561324.500000 Penalty: 5128.479492
	Iteration 49Q: 3 clusters Score -5561324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5561329.500000 Penalty: 5128.479492
	Iteration 50Q: 3 clusters Score -5561330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5561322.000000 Penalty: 5128.479492
	Iteration 51Q: 3 clusters Score -5561322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5561330.500000 Penalty: 5128.479492
	Iteration 52Q: 3 clusters Score -5561330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5561331.500000 Penalty: 5128.479492
	Iteration 53Q: 3 clusters Score -5561332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5561331.500000 Penalty: 5128.479492
	Iteration 54Q: 3 clusters Score -5561332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5561331.500000 Penalty: 5128.479492
	Iteration 55F: 3 clusters Score -5561332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Entering Unmasked Estep 
Score: -2210065.000000 Penalty: 2357.541016
	Iteration 0F: 2 clusters Score -2210065 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 6656 members 
Entering Unmasked Estep 
Score: -2200238.000000 Penalty: 4715.082031
	Iteration 0F: 3 clusters Score -2200238 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2204406.500000 Penalty: 4715.082031
	Iteration 1F: 3 clusters Score -2204406 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2207317.500000 Penalty: 4715.082031
	Iteration 2F: 3 clusters Score -2207318 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2210265.500000 Penalty: 4715.082031
	Iteration 3F: 3 clusters Score -2210266 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2211789.000000 Penalty: 4715.082031
	Iteration 4F: 3 clusters Score -2211789 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2212472.750000 Penalty: 4715.082031
	Iteration 5F: 3 clusters Score -2212473 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2212856.250000 Penalty: 4715.082031
	Iteration 6Q: 3 clusters Score -2212856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2213104.750000 Penalty: 4715.082031
	Iteration 7Q: 3 clusters Score -2213105 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2213306.000000 Penalty: 4715.082031
	Iteration 8Q: 3 clusters Score -2213306 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2213485.250000 Penalty: 4715.082031
	Iteration 9Q: 3 clusters Score -2213485 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2213661.500000 Penalty: 4715.082031
	Iteration 10Q: 3 clusters Score -2213662 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2213805.250000 Penalty: 4715.082031
	Iteration 11Q: 3 clusters Score -2213805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2213934.250000 Penalty: 4715.082031
	Iteration 12Q: 3 clusters Score -2213934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2214082.500000 Penalty: 4715.082031
	Iteration 13Q: 3 clusters Score -2214082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2214207.250000 Penalty: 4715.082031
	Iteration 14Q: 3 clusters Score -2214207 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2214341.750000 Penalty: 4715.082031
	Iteration 15Q: 3 clusters Score -2214342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2214462.250000 Penalty: 4715.082031
	Iteration 16Q: 3 clusters Score -2214462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2214608.750000 Penalty: 4715.082031
	Iteration 17Q: 3 clusters Score -2214609 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2214761.750000 Penalty: 4715.082031
	Iteration 18Q: 3 clusters Score -2214762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2214847.500000 Penalty: 4715.082031
	Iteration 19Q: 3 clusters Score -2214848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2214902.000000 Penalty: 4715.082031
	Iteration 20F: 3 clusters Score -2214902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2214938.750000 Penalty: 4715.082031
	Iteration 21Q: 3 clusters Score -2214939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2214968.750000 Penalty: 4715.082031
	Iteration 22Q: 3 clusters Score -2214969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2215002.250000 Penalty: 4715.082031
	Iteration 23Q: 3 clusters Score -2215002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2215025.750000 Penalty: 4715.082031
	Iteration 24Q: 3 clusters Score -2215026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2215051.000000 Penalty: 4715.082031
	Iteration 25Q: 3 clusters Score -2215051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2215079.250000 Penalty: 4715.082031
	Iteration 26Q: 3 clusters Score -2215079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2215113.500000 Penalty: 4715.082031
	Iteration 27Q: 3 clusters Score -2215114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2215132.000000 Penalty: 4715.082031
	Iteration 28Q: 3 clusters Score -2215132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2215146.750000 Penalty: 4715.082031
	Iteration 29Q: 3 clusters Score -2215147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2215152.000000 Penalty: 4715.082031
	Iteration 30Q: 3 clusters Score -2215152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2215159.250000 Penalty: 4715.082031
	Iteration 31Q: 3 clusters Score -2215159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2215160.500000 Penalty: 4715.082031
	Iteration 32Q: 3 clusters Score -2215160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2215166.250000 Penalty: 4715.082031
	Iteration 33Q: 3 clusters Score -2215166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2215163.250000 Penalty: 4715.082031
	Iteration 34Q: 3 clusters Score -2215163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2215165.250000 Penalty: 4715.082031
	Iteration 35Q: 3 clusters Score -2215165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2215174.000000 Penalty: 4715.082031
	Iteration 36Q: 3 clusters Score -2215174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2215177.500000 Penalty: 4715.082031
	Iteration 37Q: 3 clusters Score -2215178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2215183.750000 Penalty: 4715.082031
	Iteration 38Q: 3 clusters Score -2215184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2215184.500000 Penalty: 4715.082031
	Iteration 39Q: 3 clusters Score -2215184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2215183.250000 Penalty: 4715.082031
	Iteration 40F: 3 clusters Score -2215183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2215180.750000 Penalty: 4715.082031
	Iteration 41Q: 3 clusters Score -2215181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2215182.750000 Penalty: 4715.082031
	Iteration 42Q: 3 clusters Score -2215183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2215182.750000 Penalty: 4715.082031
	Iteration 43Q: 3 clusters Score -2215183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2215184.250000 Penalty: 4715.082031
	Iteration 44Q: 3 clusters Score -2215184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2215184.500000 Penalty: 4715.082031
	Iteration 45Q: 3 clusters Score -2215184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2215184.000000 Penalty: 4715.082031
	Iteration 46Q: 3 clusters Score -2215184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2215185.500000 Penalty: 4715.082031
	Iteration 47Q: 3 clusters Score -2215186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2215185.500000 Penalty: 4715.082031
	Iteration 48F: 3 clusters Score -2215186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Entering Unmasked Estep 
Score: -117180024.000000 Penalty: 169971.234375
Splitting cluster 26 changes total score from -117098584.000000 to -117180024.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -161857.468750 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -161857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -159905.703125 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -159905.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -160328.234375 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -160328.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -160609.234375 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -160609.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -160992.234375 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -160992.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161456.609375 Penalty: 3445.222900
	Iteration 4F: 3 clusters Score -161456.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161845.531250 Penalty: 3445.222900
	Iteration 5F: 3 clusters Score -161845.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -162035.687500 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -162035.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162120.031250 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -162120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -162277.343750 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -162277.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162395.656250 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -162395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -162436.953125 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -162437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162457.718750 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -162457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162471.296875 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -162471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162484.062500 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -162484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162512.609375 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -162512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -162531.906250 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -162531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162543.515625 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -162543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162551.984375 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -162552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162554.437500 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -162554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162558.093750 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -162558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162558.093750 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -162558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Entering Unmasked Estep 
Score: -117179192.000000 Penalty: 173304.000000
Splitting cluster 27 changes total score from -117098584.000000 to -117179192.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -383167.718750 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -383167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -380390.062500 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -380390.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -381394.156250 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -381394.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -381867.187500 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -381867.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -382403.937500 Penalty: 3858.822998
	Iteration 3F: 3 clusters Score -382403.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -382854.156250 Penalty: 3858.822998
	Iteration 4F: 3 clusters Score -382854.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -383180.125000 Penalty: 3858.822998
	Iteration 5F: 3 clusters Score -383180.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -383404.843750 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -383404.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -383482.875000 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -383482.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -383510.031250 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -383510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -383519.937500 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -383519.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -383525.843750 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -383525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -383526.687500 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -383526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -383526.937500 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -383526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -383528.937500 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -383528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -383529.406250 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -383529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -383529.406250 Penalty: 3858.822998
	Iteration 15F: 3 clusters Score -383529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Entering Unmasked Estep 
Score: -117178088.000000 Penalty: 176636.765625
Splitting cluster 28 changes total score from -117098584.000000 to -117178088.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 29 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -54115.503906 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -54115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52739.242188 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -52739.24 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53729.675781 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -53729.68 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54869.636719 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -54869.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55795.195312 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -55795.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56510.371094 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -56510.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57192.113281 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -57192.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57540.585938 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -57540.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57731.402344 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -57731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57766.492188 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -57766.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57770.515625 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -57770.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57772.085938 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -57772.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57772.085938 Penalty: 3269.470215
	Iteration 11F: 3 clusters Score -57772.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 393 members 
Entering Unmasked Estep 
Score: -117180040.000000 Penalty: 179969.531250
Splitting cluster 29 changes total score from -117098584.000000 to -117180040.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 30 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -200560.328125 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -200560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198504.187500 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -198504.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -199131.890625 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -199131.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199418.531250 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -199418.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199748.953125 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -199749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200141.484375 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -200141.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -200500.671875 Penalty: 3576.199463
	Iteration 5F: 3 clusters Score -200500.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -200868.828125 Penalty: 3576.199463
	Iteration 6F: 3 clusters Score -200868.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -201205.453125 Penalty: 3576.199463
	Iteration 7F: 3 clusters Score -201205.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -201524.156250 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -201524.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201939.593750 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -201939.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -202270.515625 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -202270.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -202366.640625 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -202366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202394.640625 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -202394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -202408.781250 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -202408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202411.734375 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -202411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202414.265625 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -202414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202415.953125 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -202416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202422.781250 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -202422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -202423.562500 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -202423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -202426.578125 Penalty: 3576.199463
	Iteration 19F: 3 clusters Score -202426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202433.984375 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -202434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202434.796875 Penalty: 3576.199463
	Iteration 21Q: 3 clusters Score -202434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202434.796875 Penalty: 3576.199463
	Iteration 22F: 3 clusters Score -202434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 692 members 
Entering Unmasked Estep 
Score: -117180256.000000 Penalty: 183302.296875
Splitting cluster 30 changes total score from -117098584.000000 to -117180256.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 31 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -2449842.000000 Penalty: 2373.300781
	Iteration 0F: 2 clusters Score -2449842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2439401.500000 Penalty: 4746.601562
	Iteration 0F: 3 clusters Score -2439402 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2442936.500000 Penalty: 4746.601562
	Iteration 1F: 3 clusters Score -2442936 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2443469.000000 Penalty: 4746.601562
	Iteration 2F: 3 clusters Score -2443469 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2443973.500000 Penalty: 4746.601562
	Iteration 3F: 3 clusters Score -2443974 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2444545.250000 Penalty: 4746.601562
	Iteration 4F: 3 clusters Score -2444545 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2445147.000000 Penalty: 4746.601562
	Iteration 5F: 3 clusters Score -2445147 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2445905.500000 Penalty: 4746.601562
	Iteration 6F: 3 clusters Score -2445906 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2446830.250000 Penalty: 4746.601562
	Iteration 7F: 3 clusters Score -2446830 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2447610.500000 Penalty: 4746.601562
	Iteration 8F: 3 clusters Score -2447610 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2448417.500000 Penalty: 4746.601562
	Iteration 9F: 3 clusters Score -2448418 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2449185.500000 Penalty: 4746.601562
	Iteration 10F: 3 clusters Score -2449186 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2449701.750000 Penalty: 4746.601562
	Iteration 11Q: 3 clusters Score -2449702 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2449927.750000 Penalty: 4746.601562
	Iteration 12Q: 3 clusters Score -2449928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2450006.500000 Penalty: 4746.601562
	Iteration 13Q: 3 clusters Score -2450006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2450046.500000 Penalty: 4746.601562
	Iteration 14Q: 3 clusters Score -2450046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2450059.750000 Penalty: 4746.601562
	Iteration 15Q: 3 clusters Score -2450060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2450080.000000 Penalty: 4746.601562
	Iteration 16Q: 3 clusters Score -2450080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2450083.750000 Penalty: 4746.601562
	Iteration 17Q: 3 clusters Score -2450084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2450091.500000 Penalty: 4746.601562
	Iteration 18Q: 3 clusters Score -2450092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2450089.500000 Penalty: 4746.601562
	Iteration 19Q: 3 clusters Score -2450090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2450101.250000 Penalty: 4746.601562
	Iteration 20F: 3 clusters Score -2450101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2450099.250000 Penalty: 4746.601562
	Iteration 21Q: 3 clusters Score -2450099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2450098.500000 Penalty: 4746.601562
	Iteration 22Q: 3 clusters Score -2450098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2450102.750000 Penalty: 4746.601562
	Iteration 23Q: 3 clusters Score -2450103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2450102.500000 Penalty: 4746.601562
	Iteration 24Q: 3 clusters Score -2450102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2450101.250000 Penalty: 4746.601562
	Iteration 25Q: 3 clusters Score -2450101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2450101.250000 Penalty: 4746.601562
	Iteration 26F: 3 clusters Score -2450101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 692 members 
Mstep: Class 56 contains 5697 members 
Entering Unmasked Estep 
Score: -117179816.000000 Penalty: 186635.078125
Splitting cluster 31 changes total score from -117098584.000000 to -117179816.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 32 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -1263160.500000 Penalty: 2215.908203
	Iteration 0F: 2 clusters Score -1263160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1257123.500000 Penalty: 4431.816406
	Iteration 0F: 3 clusters Score -1257124 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1259138.250000 Penalty: 4431.816406
	Iteration 1F: 3 clusters Score -1259138 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1259930.000000 Penalty: 4431.816406
	Iteration 2F: 3 clusters Score -1259930 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1260806.500000 Penalty: 4431.816406
	Iteration 3F: 3 clusters Score -1260806 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1261636.750000 Penalty: 4431.816406
	Iteration 4F: 3 clusters Score -1261637 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1262118.875000 Penalty: 4431.816406
	Iteration 5F: 3 clusters Score -1262119 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1262353.875000 Penalty: 4431.816406
	Iteration 6Q: 3 clusters Score -1262354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1262484.500000 Penalty: 4431.816406
	Iteration 7Q: 3 clusters Score -1262484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1262558.750000 Penalty: 4431.816406
	Iteration 8Q: 3 clusters Score -1262559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1262610.250000 Penalty: 4431.816406
	Iteration 9Q: 3 clusters Score -1262610 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1262666.750000 Penalty: 4431.816406
	Iteration 10Q: 3 clusters Score -1262667 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1262719.625000 Penalty: 4431.816406
	Iteration 11Q: 3 clusters Score -1262720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1262775.625000 Penalty: 4431.816406
	Iteration 12Q: 3 clusters Score -1262776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1262822.250000 Penalty: 4431.816406
	Iteration 13Q: 3 clusters Score -1262822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1262859.125000 Penalty: 4431.816406
	Iteration 14Q: 3 clusters Score -1262859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1262888.375000 Penalty: 4431.816406
	Iteration 15Q: 3 clusters Score -1262888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1262905.750000 Penalty: 4431.816406
	Iteration 16Q: 3 clusters Score -1262906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1262920.625000 Penalty: 4431.816406
	Iteration 17Q: 3 clusters Score -1262921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1262933.625000 Penalty: 4431.816406
	Iteration 18Q: 3 clusters Score -1262934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1262944.375000 Penalty: 4431.816406
	Iteration 19Q: 3 clusters Score -1262944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1262956.875000 Penalty: 4431.816406
	Iteration 20F: 3 clusters Score -1262957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1262965.375000 Penalty: 4431.816406
	Iteration 21Q: 3 clusters Score -1262965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1262978.375000 Penalty: 4431.816406
	Iteration 22Q: 3 clusters Score -1262978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1263002.250000 Penalty: 4431.816406
	Iteration 23Q: 3 clusters Score -1263002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1263032.375000 Penalty: 4431.816406
	Iteration 24Q: 3 clusters Score -1263032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1263068.625000 Penalty: 4431.816406
	Iteration 25Q: 3 clusters Score -1263069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1263094.750000 Penalty: 4431.816406
	Iteration 26Q: 3 clusters Score -1263095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1263109.500000 Penalty: 4431.816406
	Iteration 27Q: 3 clusters Score -1263110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1263127.125000 Penalty: 4431.816406
	Iteration 28Q: 3 clusters Score -1263127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1263140.750000 Penalty: 4431.816406
	Iteration 29Q: 3 clusters Score -1263141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1263153.750000 Penalty: 4431.816406
	Iteration 30Q: 3 clusters Score -1263154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1263167.250000 Penalty: 4431.816406
	Iteration 31Q: 3 clusters Score -1263167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1263175.250000 Penalty: 4431.816406
	Iteration 32Q: 3 clusters Score -1263175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1263177.125000 Penalty: 4431.816406
	Iteration 33Q: 3 clusters Score -1263177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1263177.125000 Penalty: 4431.816406
	Iteration 34Q: 3 clusters Score -1263177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1263179.125000 Penalty: 4431.816406
	Iteration 35Q: 3 clusters Score -1263179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1263178.750000 Penalty: 4431.816406
	Iteration 36Q: 3 clusters Score -1263179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1263184.000000 Penalty: 4431.816406
	Iteration 37Q: 3 clusters Score -1263184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1263190.000000 Penalty: 4431.816406
	Iteration 38Q: 3 clusters Score -1263190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1263194.750000 Penalty: 4431.816406
	Iteration 39Q: 3 clusters Score -1263195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1263199.000000 Penalty: 4431.816406
	Iteration 40F: 3 clusters Score -1263199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1263204.375000 Penalty: 4431.816406
	Iteration 41Q: 3 clusters Score -1263204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1263211.125000 Penalty: 4431.816406
	Iteration 42Q: 3 clusters Score -1263211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1263212.500000 Penalty: 4431.816406
	Iteration 43Q: 3 clusters Score -1263212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1263216.750000 Penalty: 4431.816406
	Iteration 44Q: 3 clusters Score -1263217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1263221.375000 Penalty: 4431.816406
	Iteration 45Q: 3 clusters Score -1263221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1263218.625000 Penalty: 4431.816406
	Iteration 46Q: 3 clusters Score -1263219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1263224.125000 Penalty: 4431.816406
	Iteration 47Q: 3 clusters Score -1263224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1263224.125000 Penalty: 4431.816406
	Iteration 48Q: 3 clusters Score -1263224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1263224.875000 Penalty: 4431.816406
	Iteration 49Q: 3 clusters Score -1263225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1263224.625000 Penalty: 4431.816406
	Iteration 50Q: 3 clusters Score -1263225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1263223.500000 Penalty: 4431.816406
	Iteration 51Q: 3 clusters Score -1263224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1263226.250000 Penalty: 4431.816406
	Iteration 52Q: 3 clusters Score -1263226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1263225.000000 Penalty: 4431.816406
	Iteration 53Q: 3 clusters Score -1263225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1263225.000000 Penalty: 4431.816406
	Iteration 54F: 3 clusters Score -1263225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 4312 members 
Mstep: Class 33 contains 18040 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 692 members 
Mstep: Class 56 contains 5697 members 
Mstep: Class 57 contains 3282 members 
Entering Unmasked Estep 
Score: -117178672.000000 Penalty: 189967.843750
Splitting cluster 32 changes total score from -117098584.000000 to -117178672.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 33 (18040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Entering Unmasked Estep 
Score: -3154407.750000 Penalty: 2430.485840
	Iteration 0F: 2 clusters Score -3154408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3141812.750000 Penalty: 4860.971680
	Iteration 0F: 3 clusters Score -3141813 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3147397.000000 Penalty: 4860.971680
	Iteration 1F: 3 clusters Score -3147397 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3149901.750000 Penalty: 4860.971680
	Iteration 2F: 3 clusters Score -3149902 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3152165.750000 Penalty: 4860.971680
	Iteration 3F: 3 clusters Score -3152166 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3153436.250000 Penalty: 4860.971680
	Iteration 4F: 3 clusters Score -3153436 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3154556.500000 Penalty: 4860.971680
	Iteration 5F: 3 clusters Score -3154556 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3158389.500000 Penalty: 4860.971680
	Iteration 6F: 3 clusters Score -3158390 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3163476.500000 Penalty: 4860.971680
	Iteration 7Q: 3 clusters Score -3163476 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3164294.000000 Penalty: 4860.971680
	Iteration 8F: 3 clusters Score -3164294 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3164735.250000 Penalty: 4860.971680
	Iteration 9Q: 3 clusters Score -3164735 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3165110.500000 Penalty: 4860.971680
	Iteration 10Q: 3 clusters Score -3165110 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3165506.500000 Penalty: 4860.971680
	Iteration 11Q: 3 clusters Score -3165506 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3165935.750000 Penalty: 4860.971680
	Iteration 12Q: 3 clusters Score -3165936 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3166385.750000 Penalty: 4860.971680
	Iteration 13Q: 3 clusters Score -3166386 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3166862.000000 Penalty: 4860.971680
	Iteration 14Q: 3 clusters Score -3166862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3167502.000000 Penalty: 4860.971680
	Iteration 15Q: 3 clusters Score -3167502 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3168170.250000 Penalty: 4860.971680
	Iteration 16Q: 3 clusters Score -3168170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3168629.000000 Penalty: 4860.971680
	Iteration 17Q: 3 clusters Score -3168629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3168829.250000 Penalty: 4860.971680
	Iteration 18Q: 3 clusters Score -3168829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3168873.000000 Penalty: 4860.971680
	Iteration 19Q: 3 clusters Score -3168873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3168881.250000 Penalty: 4860.971680
	Iteration 20F: 3 clusters Score -3168881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3168880.500000 Penalty: 4860.971680
	Iteration 21Q: 3 clusters Score -3168880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3168885.750000 Penalty: 4860.971680
	Iteration 22Q: 3 clusters Score -3168886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3168882.750000 Penalty: 4860.971680
	Iteration 23Q: 3 clusters Score -3168883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3168882.750000 Penalty: 4860.971680
	Iteration 24F: 3 clusters Score -3168883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 4312 members 
Mstep: Class 33 contains 3911 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Mstep: Class 36 contains 864 members 
Mstep: Class 37 contains 7191 members 
Mstep: Class 38 contains 32361 members 
Mstep: Class 39 contains 3270 members 
Mstep: Class 40 contains 10491 members 
Mstep: Class 41 contains 7037 members 
Mstep: Class 42 contains 8470 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 313 members 
Mstep: Class 46 contains 166 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 37882 members 
Mstep: Class 49 contains 32189 members 
Mstep: Class 50 contains 2176 members 
Mstep: Class 51 contains 10849 members 
Mstep: Class 52 contains 485 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 692 members 
Mstep: Class 56 contains 5697 members 
Mstep: Class 57 contains 3282 members 
Mstep: Class 58 contains 14129 members 
Entering Unmasked Estep 
Score: -117191456.000000 Penalty: 193300.609375
Splitting cluster 33 changes total score from -117098584.000000 to -117191456.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 34 (9964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Entering Unmasked Estep 
Score: -1728402.750000 Penalty: 2283.270020
	Iteration 0F: 2 clusters Score -1728403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1720776.125000 Penalty: 4566.540039
	Iteration 0F: 3 clusters Score -1720776 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1723189.750000 Penalty: 4566.540039
	Iteration 1F: 3 clusters Score -1723190 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1723774.000000 Penalty: 4566.540039
	Iteration 2F: 3 clusters Score -1723774 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1724334.625000 Penalty: 4566.540039
	Iteration 3F: 3 clusters Score -1724335 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1725000.375000 Penalty: 4566.540039
	Iteration 4F: 3 clusters Score -1725000 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1725767.500000 Penalty: 4566.540039
	Iteration 5F: 3 clusters Score -1725768 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1726621.875000 Penalty: 4566.540039
	Iteration 6F: 3 clusters Score -1726622 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1727360.000000 Penalty: 4566.540039
	Iteration 7F: 3 clusters Score -1727360 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1727648.625000 Penalty: 4566.540039
	Iteration 8Q: 3 clusters Score -1727649 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1727754.125000 Penalty: 4566.540039
	Iteration 9Q: 3 clusters Score -1727754 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1727797.375000 Penalty: 4566.540039
	Iteration 10Q: 3 clusters Score -1727797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1727815.625000 Penalty: 4566.540039
	Iteration 11Q: 3 clusters Score -1727816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1727819.500000 Penalty: 4566.540039
	Iteration 12Q: 3 clusters Score -1727820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1727830.375000 Penalty: 4566.540039
	Iteration 13Q: 3 clusters Score -1727830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1727830.375000 Penalty: 4566.540039
	Iteration 14Q: 3 clusters Score -1727830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1727830.625000 Penalty: 4566.540039
	Iteration 15Q: 3 clusters Score -1727831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1727832.000000 Penalty: 4566.540039
	Iteration 16Q: 3 clusters Score -1727832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1727827.500000 Penalty: 4566.540039
	Iteration 17Q: 3 clusters Score -1727828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1727832.750000 Penalty: 4566.540039
	Iteration 18Q: 3 clusters Score -1727833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1727832.875000 Penalty: 4566.540039
	Iteration 19Q: 3 clusters Score -1727833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1727832.250000 Penalty: 4566.540039
	Iteration 20F: 3 clusters Score -1727832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1727833.375000 Penalty: 4566.540039
	Iteration 21Q: 3 clusters Score -1727833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1727833.375000 Penalty: 4566.540039
	Iteration 22Q: 3 clusters Score -1727833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1727831.375000 Penalty: 4566.540039
	Iteration 23Q: 3 clusters Score -1727831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1727837.000000 Penalty: 4566.540039
	Iteration 24Q: 3 clusters Score -1727837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1727836.375000 Penalty: 4566.540039
	Iteration 25Q: 3 clusters Score -1727836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1727838.875000 Penalty: 4566.540039
	Iteration 26Q: 3 clusters Score -1727839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1727839.000000 Penalty: 4566.540039
	Iteration 27Q: 3 clusters Score -1727839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1727838.750000 Penalty: 4566.540039
	Iteration 28Q: 3 clusters Score -1727839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1727840.500000 Penalty: 4566.540039
	Iteration 29Q: 3 clusters Score -1727840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1727842.000000 Penalty: 4566.540039
	Iteration 30Q: 3 clusters Score -1727842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1727840.750000 Penalty: 4566.540039
	Iteration 31Q: 3 clusters Score -1727841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1727842.000000 Penalty: 4566.540039
	Iteration 32Q: 3 clusters Score -1727842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1727842.000000 Penalty: 4566.540039
	Iteration 33F: 3 clusters Score -1727842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (31747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Entering Unmasked Estep 
Score: -5455601.500000 Penalty: 2570.657471
	Iteration 0F: 2 clusters Score -5455602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5433969.500000 Penalty: 5141.314941
	Iteration 0F: 3 clusters Score -5433970 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5441935.000000 Penalty: 5141.314941
	Iteration 1F: 3 clusters Score -5441935 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -5442728.000000 Penalty: 5141.314941
	Iteration 2F: 3 clusters Score -5442728 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5443686.000000 Penalty: 5141.314941
	Iteration 3F: 3 clusters Score -5443686 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5444753.500000 Penalty: 5141.314941
	Iteration 4F: 3 clusters Score -5444754 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5445879.500000 Penalty: 5141.314941
	Iteration 5F: 3 clusters Score -5445880 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5447270.500000 Penalty: 5141.314941
	Iteration 6F: 3 clusters Score -5447270 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5448719.000000 Penalty: 5141.314941
	Iteration 7F: 3 clusters Score -5448719 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5450021.500000 Penalty: 5141.314941
	Iteration 8F: 3 clusters Score -5450022 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -5451082.000000 Penalty: 5141.314941
	Iteration 9F: 3 clusters Score -5451082 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5451966.000000 Penalty: 5141.314941
	Iteration 10Q: 3 clusters Score -5451966 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5452617.000000 Penalty: 5141.314941
	Iteration 11Q: 3 clusters Score -5452617 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -5453194.000000 Penalty: 5141.314941
	Iteration 12Q: 3 clusters Score -5453194 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -5453630.000000 Penalty: 5141.314941
	Iteration 13Q: 3 clusters Score -5453630 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5453976.000000 Penalty: 5141.314941
	Iteration 14Q: 3 clusters Score -5453976 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5454221.500000 Penalty: 5141.314941
	Iteration 15Q: 3 clusters Score -5454222 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5454393.000000 Penalty: 5141.314941
	Iteration 16Q: 3 clusters Score -5454393 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5454540.500000 Penalty: 5141.314941
	Iteration 17Q: 3 clusters Score -5454540 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5454656.000000 Penalty: 5141.314941
	Iteration 18Q: 3 clusters Score -5454656 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5454737.000000 Penalty: 5141.314941
	Iteration 19Q: 3 clusters Score -5454737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5454803.500000 Penalty: 5141.314941
	Iteration 20F: 3 clusters Score -5454804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5454858.500000 Penalty: 5141.314941
	Iteration 21Q: 3 clusters Score -5454858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5454893.000000 Penalty: 5141.314941
	Iteration 22Q: 3 clusters Score -5454893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5454912.000000 Penalty: 5141.314941
	Iteration 23Q: 3 clusters Score -5454912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5454926.000000 Penalty: 5141.314941
	Iteration 24Q: 3 clusters Score -5454926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5454928.000000 Penalty: 5141.314941
	Iteration 25Q: 3 clusters Score -5454928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5454923.500000 Penalty: 5141.314941
	Iteration 26Q: 3 clusters Score -5454924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5454919.500000 Penalty: 5141.314941
	Iteration 27Q: 3 clusters Score -5454920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5454933.500000 Penalty: 5141.314941
	Iteration 28Q: 3 clusters Score -5454934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5454944.000000 Penalty: 5141.314941
	Iteration 29Q: 3 clusters Score -5454944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5454949.000000 Penalty: 5141.314941
	Iteration 30Q: 3 clusters Score -5454949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5454944.500000 Penalty: 5141.314941
	Iteration 31Q: 3 clusters Score -5454944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5454953.000000 Penalty: 5141.314941
	Iteration 32Q: 3 clusters Score -5454953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5454942.500000 Penalty: 5141.314941
	Iteration 33Q: 3 clusters Score -5454942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5454957.500000 Penalty: 5141.314941
	Iteration 34Q: 3 clusters Score -5454958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5454961.000000 Penalty: 5141.314941
	Iteration 35Q: 3 clusters Score -5454961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5454972.500000 Penalty: 5141.314941
	Iteration 36Q: 3 clusters Score -5454972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5454967.500000 Penalty: 5141.314941
	Iteration 37Q: 3 clusters Score -5454968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5454973.500000 Penalty: 5141.314941
	Iteration 38Q: 3 clusters Score -5454974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5454970.500000 Penalty: 5141.314941
	Iteration 39Q: 3 clusters Score -5454970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5454979.000000 Penalty: 5141.314941
	Iteration 40F: 3 clusters Score -5454979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5454986.000000 Penalty: 5141.314941
	Iteration 41Q: 3 clusters Score -5454986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5454985.000000 Penalty: 5141.314941
	Iteration 42Q: 3 clusters Score -5454985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5454976.000000 Penalty: 5141.314941
	Iteration 43Q: 3 clusters Score -5454976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5454971.500000 Penalty: 5141.314941
	Iteration 44Q: 3 clusters Score -5454972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5454973.500000 Penalty: 5141.314941
	Iteration 45Q: 3 clusters Score -5454974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5454980.500000 Penalty: 5141.314941
	Iteration 46Q: 3 clusters Score -5454980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5454967.500000 Penalty: 5141.314941
	Iteration 47Q: 3 clusters Score -5454968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5454988.500000 Penalty: 5141.314941
	Iteration 48Q: 3 clusters Score -5454988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5454992.000000 Penalty: 5141.314941
	Iteration 49Q: 3 clusters Score -5454992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5454987.500000 Penalty: 5141.314941
	Iteration 50Q: 3 clusters Score -5454988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5454987.000000 Penalty: 5141.314941
	Iteration 51Q: 3 clusters Score -5454987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5454987.000000 Penalty: 5141.314941
	Iteration 52F: 3 clusters Score -5454987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 19778 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 39155 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 53899 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 22733 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 45483 members 
Mstep: Class 25 contains 30936 members 
Mstep: Class 26 contains 2594 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 336 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 8628 members 
Mstep: Class 32 contains 4312 members 
Mstep: Class 33 contains 3911 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 31747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 3125.878174 but Gain 3332.765625
Score: -117213256.000000 Penalty: 189967.843750
Iteration 79Q: 58 clusters Score -1.172133e+08 nChanged 24226
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 19901 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 40093 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 55247 members 
Mstep: Class 20 contains 54250 members 
Mstep: Class 21 contains 30423 members 
Mstep: Class 22 contains 22956 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 45324 members 
Mstep: Class 25 contains 31001 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 1510 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 1061 members 
Mstep: Class 31 contains 9097 members 
Mstep: Class 32 contains 4307 members 
Mstep: Class 33 contains 3931 members 
Mstep: Class 34 contains 9561 members 
Mstep: Class 35 contains 32072 members 
Mstep: Class 36 contains 863 members 
Mstep: Class 37 contains 7083 members 
Mstep: Class 38 contains 31098 members 
Mstep: Class 39 contains 3236 members 
Mstep: Class 40 contains 10045 members 
Mstep: Class 41 contains 6700 members 
Mstep: Class 42 contains 8266 members 
Mstep: Class 43 contains 26402 members 
Mstep: Class 44 contains 4515 members 
Mstep: Class 45 contains 298 members 
Mstep: Class 47 contains 8278 members 
Mstep: Class 48 contains 37095 members 
Mstep: Class 49 contains 31051 members 
Mstep: Class 50 contains 2101 members 
Mstep: Class 51 contains 9245 members 
Mstep: Class 52 contains 484 members 
Mstep: Class 53 contains 956 members 
Mstep: Class 54 contains 495 members 
Mstep: Class 55 contains 676 members 
Mstep: Class 56 contains 5313 members 
Mstep: Class 57 contains 3185 members 
Mstep: Class 58 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117231296.000000 Penalty: 189967.843750
Iteration 80F: 58 clusters Score -1.172313e+08 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 18990 members 
Mstep: Class 4 contains 29249 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 39949 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 16647 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 375 members 
Mstep: Class 16 contains 12141 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 11289 members 
Mstep: Class 19 contains 53286 members 
Mstep: Class 20 contains 53738 members 
Mstep: Class 21 contains 29984 members 
Mstep: Class 22 contains 23000 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 43307 members 
Mstep: Class 25 contains 31038 members 
Mstep: Class 26 contains 3040 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 1294 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 4270 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 9244 members 
Mstep: Class 35 contains 31251 members 
Mstep: Class 36 contains 863 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 31711 members 
Mstep: Class 39 contains 3215 members 
Mstep: Class 40 contains 10772 members 
Mstep: Class 41 contains 7291 members 
Mstep: Class 42 contains 8201 members 
Mstep: Class 43 contains 27160 members 
Mstep: Class 44 contains 4688 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 47 contains 8246 members 
Mstep: Class 48 contains 38011 members 
Mstep: Class 49 contains 32890 members 
Mstep: Class 50 contains 2196 members 
Mstep: Class 51 contains 8782 members 
Mstep: Class 52 contains 491 members 
Mstep: Class 53 contains 994 members 
Mstep: Class 54 contains 529 members 
Mstep: Class 55 contains 701 members 
Mstep: Class 56 contains 5909 members 
Mstep: Class 57 contains 3256 members 
Mstep: Class 58 contains 13977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117238968.000000 Penalty: 189967.843750
Iteration 81Q: 58 clusters Score -1.17239e+08 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 29606 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 39646 members 
Mstep: Class 7 contains 8006 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 800 members 
Mstep: Class 10 contains 16970 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 11281 members 
Mstep: Class 19 contains 51755 members 
Mstep: Class 20 contains 53446 members 
Mstep: Class 21 contains 29764 members 
Mstep: Class 22 contains 23224 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 41827 members 
Mstep: Class 25 contains 31117 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1594 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1484 members 
Mstep: Class 31 contains 9435 members 
Mstep: Class 32 contains 4244 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 9013 members 
Mstep: Class 35 contains 30660 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 32058 members 
Mstep: Class 39 contains 3203 members 
Mstep: Class 40 contains 11222 members 
Mstep: Class 41 contains 7630 members 
Mstep: Class 42 contains 8124 members 
Mstep: Class 43 contains 27338 members 
Mstep: Class 44 contains 4775 members 
Mstep: Class 45 contains 305 members 
Mstep: Class 47 contains 8229 members 
Mstep: Class 48 contains 38484 members 
Mstep: Class 49 contains 34434 members 
Mstep: Class 50 contains 2214 members 
Mstep: Class 51 contains 8490 members 
Mstep: Class 52 contains 492 members 
Mstep: Class 53 contains 1002 members 
Mstep: Class 54 contains 527 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 6462 members 
Mstep: Class 57 contains 3290 members 
Mstep: Class 58 contains 14066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117242592.000000 Penalty: 189967.843750
Iteration 82Q: 58 clusters Score -1.172426e+08 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 17936 members 
Mstep: Class 4 contains 29895 members 
Mstep: Class 5 contains 2110 members 
Mstep: Class 6 contains 39364 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 12064 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 50546 members 
Mstep: Class 20 contains 53311 members 
Mstep: Class 21 contains 29615 members 
Mstep: Class 22 contains 23453 members 
Mstep: Class 23 contains 3445 members 
Mstep: Class 24 contains 40651 members 
Mstep: Class 25 contains 31200 members 
Mstep: Class 26 contains 3216 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 9526 members 
Mstep: Class 32 contains 4215 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 8859 members 
Mstep: Class 35 contains 30169 members 
Mstep: Class 36 contains 858 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 32337 members 
Mstep: Class 39 contains 3200 members 
Mstep: Class 40 contains 11526 members 
Mstep: Class 41 contains 7847 members 
Mstep: Class 42 contains 8073 members 
Mstep: Class 43 contains 27262 members 
Mstep: Class 44 contains 4803 members 
Mstep: Class 45 contains 305 members 
Mstep: Class 47 contains 8231 members 
Mstep: Class 48 contains 38731 members 
Mstep: Class 49 contains 35730 members 
Mstep: Class 50 contains 2203 members 
Mstep: Class 51 contains 8274 members 
Mstep: Class 52 contains 493 members 
Mstep: Class 53 contains 1009 members 
Mstep: Class 54 contains 525 members 
Mstep: Class 55 contains 735 members 
Mstep: Class 56 contains 6942 members 
Mstep: Class 57 contains 3309 members 
Mstep: Class 58 contains 14123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117245096.000000 Penalty: 189967.843750
Iteration 83Q: 58 clusters Score -1.172451e+08 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 17571 members 
Mstep: Class 4 contains 30122 members 
Mstep: Class 5 contains 2101 members 
Mstep: Class 6 contains 39209 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 17880 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 49548 members 
Mstep: Class 20 contains 53240 members 
Mstep: Class 21 contains 29507 members 
Mstep: Class 22 contains 23662 members 
Mstep: Class 23 contains 3424 members 
Mstep: Class 24 contains 39719 members 
Mstep: Class 25 contains 31271 members 
Mstep: Class 26 contains 3282 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1626 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 9593 members 
Mstep: Class 32 contains 4200 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 8730 members 
Mstep: Class 35 contains 29757 members 
Mstep: Class 36 contains 856 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 32546 members 
Mstep: Class 39 contains 3190 members 
Mstep: Class 40 contains 11790 members 
Mstep: Class 41 contains 8024 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 27025 members 
Mstep: Class 44 contains 4786 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8231 members 
Mstep: Class 48 contains 38951 members 
Mstep: Class 49 contains 36668 members 
Mstep: Class 50 contains 2197 members 
Mstep: Class 51 contains 8057 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1017 members 
Mstep: Class 54 contains 523 members 
Mstep: Class 55 contains 743 members 
Mstep: Class 56 contains 7321 members 
Mstep: Class 57 contains 3331 members 
Mstep: Class 58 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117246936.000000 Penalty: 189967.843750
Iteration 84Q: 58 clusters Score -1.172469e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 17208 members 
Mstep: Class 4 contains 30348 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 39058 members 
Mstep: Class 7 contains 8552 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 18404 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 11278 members 
Mstep: Class 19 contains 48683 members 
Mstep: Class 20 contains 53210 members 
Mstep: Class 21 contains 29388 members 
Mstep: Class 22 contains 23962 members 
Mstep: Class 23 contains 3422 members 
Mstep: Class 24 contains 38970 members 
Mstep: Class 25 contains 31333 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 1855 members 
Mstep: Class 31 contains 9664 members 
Mstep: Class 32 contains 4187 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 8614 members 
Mstep: Class 35 contains 29421 members 
Mstep: Class 36 contains 855 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 32724 members 
Mstep: Class 39 contains 3183 members 
Mstep: Class 40 contains 12028 members 
Mstep: Class 41 contains 8132 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 26719 members 
Mstep: Class 44 contains 4765 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8229 members 
Mstep: Class 48 contains 39140 members 
Mstep: Class 49 contains 37319 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 7871 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 753 members 
Mstep: Class 56 contains 7722 members 
Mstep: Class 57 contains 3349 members 
Mstep: Class 58 contains 14194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117248320.000000 Penalty: 189967.843750
Iteration 85Q: 58 clusters Score -1.172483e+08 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 16904 members 
Mstep: Class 4 contains 30526 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 38916 members 
Mstep: Class 7 contains 8726 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 18982 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12024 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 19 contains 47972 members 
Mstep: Class 20 contains 53174 members 
Mstep: Class 21 contains 29301 members 
Mstep: Class 22 contains 24400 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 38461 members 
Mstep: Class 25 contains 31384 members 
Mstep: Class 26 contains 3321 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 1930 members 
Mstep: Class 31 contains 9713 members 
Mstep: Class 32 contains 4172 members 
Mstep: Class 33 contains 3773 members 
Mstep: Class 34 contains 8515 members 
Mstep: Class 35 contains 29074 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7115 members 
Mstep: Class 38 contains 32871 members 
Mstep: Class 39 contains 3173 members 
Mstep: Class 40 contains 12231 members 
Mstep: Class 41 contains 8200 members 
Mstep: Class 42 contains 7979 members 
Mstep: Class 43 contains 26333 members 
Mstep: Class 44 contains 4759 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8229 members 
Mstep: Class 48 contains 39250 members 
Mstep: Class 49 contains 37652 members 
Mstep: Class 50 contains 2166 members 
Mstep: Class 51 contains 7731 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1038 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 766 members 
Mstep: Class 56 contains 8094 members 
Mstep: Class 57 contains 3362 members 
Mstep: Class 58 contains 14221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117249704.000000 Penalty: 189967.843750
Iteration 86Q: 58 clusters Score -1.172497e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 16648 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 2110 members 
Mstep: Class 6 contains 38810 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 47344 members 
Mstep: Class 20 contains 53150 members 
Mstep: Class 21 contains 29235 members 
Mstep: Class 22 contains 24844 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 38048 members 
Mstep: Class 25 contains 31433 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 1974 members 
Mstep: Class 31 contains 9758 members 
Mstep: Class 32 contains 4167 members 
Mstep: Class 33 contains 3763 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 28824 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7113 members 
Mstep: Class 38 contains 32978 members 
Mstep: Class 39 contains 3168 members 
Mstep: Class 40 contains 12426 members 
Mstep: Class 41 contains 8224 members 
Mstep: Class 42 contains 7972 members 
Mstep: Class 43 contains 25926 members 
Mstep: Class 44 contains 4748 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8235 members 
Mstep: Class 48 contains 39323 members 
Mstep: Class 49 contains 37796 members 
Mstep: Class 50 contains 2158 members 
Mstep: Class 51 contains 7608 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1051 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 8465 members 
Mstep: Class 57 contains 3375 members 
Mstep: Class 58 contains 14239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117250648.000000 Penalty: 189967.843750
Iteration 87Q: 58 clusters Score -1.172506e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 16422 members 
Mstep: Class 4 contains 30800 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 38716 members 
Mstep: Class 7 contains 9008 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 12035 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 11278 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 53106 members 
Mstep: Class 21 contains 29187 members 
Mstep: Class 22 contains 25313 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 37708 members 
Mstep: Class 25 contains 31477 members 
Mstep: Class 26 contains 3317 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1639 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 9787 members 
Mstep: Class 32 contains 4163 members 
Mstep: Class 33 contains 3754 members 
Mstep: Class 34 contains 8389 members 
Mstep: Class 35 contains 28586 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 33079 members 
Mstep: Class 39 contains 3164 members 
Mstep: Class 40 contains 12603 members 
Mstep: Class 41 contains 8242 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 25468 members 
Mstep: Class 44 contains 4725 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8237 members 
Mstep: Class 48 contains 39375 members 
Mstep: Class 49 contains 37851 members 
Mstep: Class 50 contains 2153 members 
Mstep: Class 51 contains 7499 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 783 members 
Mstep: Class 56 contains 8778 members 
Mstep: Class 57 contains 3382 members 
Mstep: Class 58 contains 14239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117251376.000000 Penalty: 189967.843750
Iteration 88Q: 58 clusters Score -1.172514e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 16210 members 
Mstep: Class 4 contains 30909 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 38669 members 
Mstep: Class 7 contains 9152 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 20767 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12038 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 46324 members 
Mstep: Class 20 contains 53058 members 
Mstep: Class 21 contains 29158 members 
Mstep: Class 22 contains 25792 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 37449 members 
Mstep: Class 25 contains 31521 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 9820 members 
Mstep: Class 32 contains 4161 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 8344 members 
Mstep: Class 35 contains 28305 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7115 members 
Mstep: Class 38 contains 33160 members 
Mstep: Class 39 contains 3160 members 
Mstep: Class 40 contains 12802 members 
Mstep: Class 41 contains 8253 members 
Mstep: Class 42 contains 7956 members 
Mstep: Class 43 contains 25017 members 
Mstep: Class 44 contains 4705 members 
Mstep: Class 45 contains 307 members 
Mstep: Class 47 contains 8239 members 
Mstep: Class 48 contains 39405 members 
Mstep: Class 49 contains 37801 members 
Mstep: Class 50 contains 2147 members 
Mstep: Class 51 contains 7397 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1062 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 793 members 
Mstep: Class 56 contains 9094 members 
Mstep: Class 57 contains 3387 members 
Mstep: Class 58 contains 14236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117252424.000000 Penalty: 189967.843750
Iteration 89Q: 58 clusters Score -1.172524e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 16001 members 
Mstep: Class 4 contains 30999 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 38640 members 
Mstep: Class 7 contains 9305 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 21382 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 45888 members 
Mstep: Class 20 contains 52973 members 
Mstep: Class 21 contains 29141 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 3347 members 
Mstep: Class 24 contains 37316 members 
Mstep: Class 25 contains 31553 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2105 members 
Mstep: Class 31 contains 9853 members 
Mstep: Class 32 contains 4151 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8313 members 
Mstep: Class 35 contains 27993 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 33234 members 
Mstep: Class 39 contains 3152 members 
Mstep: Class 40 contains 13011 members 
Mstep: Class 41 contains 8260 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 24533 members 
Mstep: Class 44 contains 4699 members 
Mstep: Class 45 contains 307 members 
Mstep: Class 47 contains 8243 members 
Mstep: Class 48 contains 39424 members 
Mstep: Class 49 contains 37725 members 
Mstep: Class 50 contains 2149 members 
Mstep: Class 51 contains 7299 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 799 members 
Mstep: Class 56 contains 9374 members 
Mstep: Class 57 contains 3389 members 
Mstep: Class 58 contains 14238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117252808.000000 Penalty: 189967.843750
Iteration 90Q: 58 clusters Score -1.172528e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 15786 members 
Mstep: Class 4 contains 31099 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 38585 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 22005 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 12029 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 45418 members 
Mstep: Class 20 contains 52899 members 
Mstep: Class 21 contains 29121 members 
Mstep: Class 22 contains 26626 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 37217 members 
Mstep: Class 25 contains 31596 members 
Mstep: Class 26 contains 3317 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 9867 members 
Mstep: Class 32 contains 4139 members 
Mstep: Class 33 contains 3744 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 27737 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33293 members 
Mstep: Class 39 contains 3149 members 
Mstep: Class 40 contains 13191 members 
Mstep: Class 41 contains 8262 members 
Mstep: Class 42 contains 7944 members 
Mstep: Class 43 contains 24047 members 
Mstep: Class 44 contains 4694 members 
Mstep: Class 45 contains 307 members 
Mstep: Class 47 contains 8244 members 
Mstep: Class 48 contains 39452 members 
Mstep: Class 49 contains 37587 members 
Mstep: Class 50 contains 2148 members 
Mstep: Class 51 contains 7219 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1075 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 800 members 
Mstep: Class 56 contains 9669 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 14229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117253712.000000 Penalty: 189967.843750
Iteration 91Q: 58 clusters Score -1.172537e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 31187 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 38498 members 
Mstep: Class 7 contains 9627 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 22654 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12025 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 44992 members 
Mstep: Class 20 contains 52795 members 
Mstep: Class 21 contains 29109 members 
Mstep: Class 22 contains 27126 members 
Mstep: Class 23 contains 3333 members 
Mstep: Class 24 contains 37146 members 
Mstep: Class 25 contains 31635 members 
Mstep: Class 26 contains 3311 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2153 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 27512 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33348 members 
Mstep: Class 39 contains 3149 members 
Mstep: Class 40 contains 13368 members 
Mstep: Class 41 contains 8268 members 
Mstep: Class 42 contains 7938 members 
Mstep: Class 43 contains 23517 members 
Mstep: Class 44 contains 4696 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8244 members 
Mstep: Class 48 contains 39485 members 
Mstep: Class 49 contains 37384 members 
Mstep: Class 50 contains 2145 members 
Mstep: Class 51 contains 7139 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1080 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 801 members 
Mstep: Class 56 contains 9948 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 14212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117254032.000000 Penalty: 189967.843750
Iteration 92Q: 58 clusters Score -1.17254e+08 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 15356 members 
Mstep: Class 4 contains 31257 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 38442 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 819 members 
Mstep: Class 10 contains 23275 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 44582 members 
Mstep: Class 20 contains 52680 members 
Mstep: Class 21 contains 29106 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 3330 members 
Mstep: Class 24 contains 37072 members 
Mstep: Class 25 contains 31655 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 4135 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8251 members 
Mstep: Class 35 contains 27292 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7118 members 
Mstep: Class 38 contains 33402 members 
Mstep: Class 39 contains 3148 members 
Mstep: Class 40 contains 13540 members 
Mstep: Class 41 contains 8279 members 
Mstep: Class 42 contains 7934 members 
Mstep: Class 43 contains 23026 members 
Mstep: Class 44 contains 4679 members 
Mstep: Class 45 contains 307 members 
Mstep: Class 47 contains 8244 members 
Mstep: Class 48 contains 39510 members 
Mstep: Class 49 contains 37194 members 
Mstep: Class 50 contains 2149 members 
Mstep: Class 51 contains 7065 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1084 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 3407 members 
Mstep: Class 58 contains 14198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117254656.000000 Penalty: 189967.843750
Iteration 93Q: 58 clusters Score -1.172547e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 15171 members 
Mstep: Class 4 contains 31332 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 38370 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 23909 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 44218 members 
Mstep: Class 20 contains 52602 members 
Mstep: Class 21 contains 29091 members 
Mstep: Class 22 contains 28019 members 
Mstep: Class 23 contains 3326 members 
Mstep: Class 24 contains 37044 members 
Mstep: Class 25 contains 31684 members 
Mstep: Class 26 contains 3333 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2180 members 
Mstep: Class 31 contains 9916 members 
Mstep: Class 32 contains 4131 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 27055 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7119 members 
Mstep: Class 38 contains 33451 members 
Mstep: Class 39 contains 3147 members 
Mstep: Class 40 contains 13725 members 
Mstep: Class 41 contains 8271 members 
Mstep: Class 42 contains 7921 members 
Mstep: Class 43 contains 22507 members 
Mstep: Class 44 contains 4665 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8244 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 37005 members 
Mstep: Class 50 contains 2148 members 
Mstep: Class 51 contains 6968 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1088 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 803 members 
Mstep: Class 56 contains 10463 members 
Mstep: Class 57 contains 3412 members 
Mstep: Class 58 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117255168.000000 Penalty: 189967.843750
Iteration 94Q: 58 clusters Score -1.172552e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 14967 members 
Mstep: Class 4 contains 31413 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 10169 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12038 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 43862 members 
Mstep: Class 20 contains 52517 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 3324 members 
Mstep: Class 24 contains 37019 members 
Mstep: Class 25 contains 31705 members 
Mstep: Class 26 contains 3339 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 2185 members 
Mstep: Class 31 contains 9919 members 
Mstep: Class 32 contains 4121 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 26824 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7119 members 
Mstep: Class 38 contains 33492 members 
Mstep: Class 39 contains 3146 members 
Mstep: Class 40 contains 13912 members 
Mstep: Class 41 contains 8259 members 
Mstep: Class 42 contains 7911 members 
Mstep: Class 43 contains 21946 members 
Mstep: Class 44 contains 4658 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8247 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 36800 members 
Mstep: Class 50 contains 2150 members 
Mstep: Class 51 contains 6890 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 803 members 
Mstep: Class 56 contains 10684 members 
Mstep: Class 57 contains 3418 members 
Mstep: Class 58 contains 14168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117255720.000000 Penalty: 189967.843750
Iteration 95Q: 58 clusters Score -1.172557e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 31479 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 38290 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 25214 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12037 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 43557 members 
Mstep: Class 20 contains 52388 members 
Mstep: Class 21 contains 29085 members 
Mstep: Class 22 contains 28870 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 36993 members 
Mstep: Class 25 contains 31706 members 
Mstep: Class 26 contains 3333 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 2187 members 
Mstep: Class 31 contains 9928 members 
Mstep: Class 32 contains 4113 members 
Mstep: Class 33 contains 3744 members 
Mstep: Class 34 contains 8199 members 
Mstep: Class 35 contains 26619 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 33546 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 14070 members 
Mstep: Class 41 contains 8253 members 
Mstep: Class 42 contains 7900 members 
Mstep: Class 43 contains 21382 members 
Mstep: Class 44 contains 4653 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 36614 members 
Mstep: Class 50 contains 2149 members 
Mstep: Class 51 contains 6836 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 10887 members 
Mstep: Class 57 contains 3419 members 
Mstep: Class 58 contains 14144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256240.000000 Penalty: 189967.843750
Iteration 96Q: 58 clusters Score -1.172562e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 4 contains 31539 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 10 contains 25823 members 
Mstep: Class 11 contains 5914 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 11272 members 
Mstep: Class 19 contains 43257 members 
Mstep: Class 20 contains 52278 members 
Mstep: Class 21 contains 29096 members 
Mstep: Class 22 contains 29241 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 36974 members 
Mstep: Class 25 contains 31708 members 
Mstep: Class 26 contains 3332 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 9934 members 
Mstep: Class 32 contains 4103 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 8185 members 
Mstep: Class 35 contains 26446 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 33583 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 14199 members 
Mstep: Class 41 contains 8254 members 
Mstep: Class 42 contains 7892 members 
Mstep: Class 43 contains 20870 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39524 members 
Mstep: Class 49 contains 36465 members 
Mstep: Class 50 contains 2150 members 
Mstep: Class 51 contains 6790 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 11098 members 
Mstep: Class 57 contains 3421 members 
Mstep: Class 58 contains 14123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117256688.000000 Penalty: 189967.843750
Iteration 97Q: 58 clusters Score -1.172567e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 14325 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 38203 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 26387 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12042 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 42974 members 
Mstep: Class 20 contains 52181 members 
Mstep: Class 21 contains 29099 members 
Mstep: Class 22 contains 29604 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 36938 members 
Mstep: Class 25 contains 31706 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 2198 members 
Mstep: Class 31 contains 9945 members 
Mstep: Class 32 contains 4097 members 
Mstep: Class 33 contains 3744 members 
Mstep: Class 34 contains 8176 members 
Mstep: Class 35 contains 26254 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 33604 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 14352 members 
Mstep: Class 41 contains 8255 members 
Mstep: Class 42 contains 7885 members 
Mstep: Class 43 contains 20398 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39516 members 
Mstep: Class 49 contains 36331 members 
Mstep: Class 50 contains 2153 members 
Mstep: Class 51 contains 6756 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 11294 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 14098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257376.000000 Penalty: 189967.843750
Iteration 98Q: 58 clusters Score -1.172574e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 31662 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 38166 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 26896 members 
Mstep: Class 11 contains 5832 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12048 members 
Mstep: Class 17 contains 8733 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 42714 members 
Mstep: Class 20 contains 52096 members 
Mstep: Class 21 contains 29092 members 
Mstep: Class 22 contains 29877 members 
Mstep: Class 23 contains 3311 members 
Mstep: Class 24 contains 36911 members 
Mstep: Class 25 contains 31695 members 
Mstep: Class 26 contains 3326 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 2198 members 
Mstep: Class 31 contains 9952 members 
Mstep: Class 32 contains 4096 members 
Mstep: Class 33 contains 3744 members 
Mstep: Class 34 contains 8167 members 
Mstep: Class 35 contains 26064 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 33634 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 14502 members 
Mstep: Class 41 contains 8241 members 
Mstep: Class 42 contains 7879 members 
Mstep: Class 43 contains 19974 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 36251 members 
Mstep: Class 50 contains 2149 members 
Mstep: Class 51 contains 6736 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 11489 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 14069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117257688.000000 Penalty: 189967.843750
Iteration 99Q: 58 clusters Score -1.172577e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 31716 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 27386 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 12050 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 11277 members 
Mstep: Class 19 contains 42503 members 
Mstep: Class 20 contains 52015 members 
Mstep: Class 21 contains 29080 members 
Mstep: Class 22 contains 30179 members 
Mstep: Class 23 contains 3303 members 
Mstep: Class 24 contains 36880 members 
Mstep: Class 25 contains 31677 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 361 members 
Mstep: Class 30 contains 2194 members 
Mstep: Class 31 contains 9962 members 
Mstep: Class 32 contains 4095 members 
Mstep: Class 33 contains 3743 members 
Mstep: Class 34 contains 8155 members 
Mstep: Class 35 contains 25874 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 33647 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 14640 members 
Mstep: Class 41 contains 8243 members 
Mstep: Class 42 contains 7877 members 
Mstep: Class 43 contains 19542 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39461 members 
Mstep: Class 49 contains 36156 members 
Mstep: Class 50 contains 2148 members 
Mstep: Class 51 contains 6713 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 522 members 
Mstep: Class 55 contains 802 members 
Mstep: Class 56 contains 11672 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 14025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117259176.000000 Penalty: 189967.843750
Iteration 100F: 58 clusters Score -1.172592e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 31759 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 38045 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 27876 members 
Mstep: Class 11 contains 5784 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 12051 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 11277 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 51935 members 
Mstep: Class 21 contains 29076 members 
Mstep: Class 22 contains 30495 members 
Mstep: Class 23 contains 3303 members 
Mstep: Class 24 contains 36860 members 
Mstep: Class 25 contains 31639 members 
Mstep: Class 26 contains 3325 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 2194 members 
Mstep: Class 31 contains 9972 members 
Mstep: Class 32 contains 4092 members 
Mstep: Class 33 contains 3742 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 25694 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 33672 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 14788 members 
Mstep: Class 41 contains 8219 members 
Mstep: Class 42 contains 7867 members 
Mstep: Class 43 contains 19108 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39453 members 
Mstep: Class 49 contains 36069 members 
Mstep: Class 50 contains 2144 members 
Mstep: Class 51 contains 6696 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 803 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260048.000000 Penalty: 189967.843750
Iteration 101Q: 58 clusters Score -1.1726e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 13659 members 
Mstep: Class 4 contains 31786 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 37975 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 28319 members 
Mstep: Class 11 contains 5761 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 12048 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 11278 members 
Mstep: Class 19 contains 42128 members 
Mstep: Class 20 contains 51874 members 
Mstep: Class 21 contains 29071 members 
Mstep: Class 22 contains 30832 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 36827 members 
Mstep: Class 25 contains 31601 members 
Mstep: Class 26 contains 3321 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 2198 members 
Mstep: Class 31 contains 9979 members 
Mstep: Class 32 contains 4092 members 
Mstep: Class 33 contains 3740 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 25504 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 33683 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 14904 members 
Mstep: Class 41 contains 8197 members 
Mstep: Class 42 contains 7851 members 
Mstep: Class 43 contains 18731 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39439 members 
Mstep: Class 49 contains 35990 members 
Mstep: Class 50 contains 2136 members 
Mstep: Class 51 contains 6677 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 560 members 
Mstep: Class 55 contains 804 members 
Mstep: Class 56 contains 11965 members 
Mstep: Class 57 contains 3423 members 
Mstep: Class 58 contains 13948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117260560.000000 Penalty: 189967.843750
Iteration 102Q: 58 clusters Score -1.172606e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 13561 members 
Mstep: Class 4 contains 31819 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 37871 members 
Mstep: Class 7 contains 12019 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 28747 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3312 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 12038 members 
Mstep: Class 17 contains 8741 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 41958 members 
Mstep: Class 20 contains 51800 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 31231 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 36836 members 
Mstep: Class 25 contains 31569 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 351 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 9988 members 
Mstep: Class 32 contains 4091 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 25321 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 33700 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15022 members 
Mstep: Class 41 contains 8182 members 
Mstep: Class 42 contains 7835 members 
Mstep: Class 43 contains 18354 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39437 members 
Mstep: Class 49 contains 35843 members 
Mstep: Class 50 contains 2138 members 
Mstep: Class 51 contains 6670 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1098 members 
Mstep: Class 54 contains 556 members 
Mstep: Class 55 contains 808 members 
Mstep: Class 56 contains 12064 members 
Mstep: Class 57 contains 3420 members 
Mstep: Class 58 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117261152.000000 Penalty: 189967.843750
Iteration 103Q: 58 clusters Score -1.172612e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 31833 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 37780 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 29110 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 8744 members 
Mstep: Class 18 contains 11280 members 
Mstep: Class 19 contains 41791 members 
Mstep: Class 20 contains 51727 members 
Mstep: Class 21 contains 29061 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 36855 members 
Mstep: Class 25 contains 31542 members 
Mstep: Class 26 contains 3310 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 350 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 9987 members 
Mstep: Class 32 contains 4088 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 8147 members 
Mstep: Class 35 contains 25141 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33725 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15136 members 
Mstep: Class 41 contains 8165 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 18044 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39428 members 
Mstep: Class 49 contains 35697 members 
Mstep: Class 50 contains 2139 members 
Mstep: Class 51 contains 6652 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1098 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 812 members 
Mstep: Class 56 contains 12176 members 
Mstep: Class 57 contains 3420 members 
Mstep: Class 58 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117261664.000000 Penalty: 189967.843750
Iteration 104Q: 58 clusters Score -1.172617e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 31860 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 37690 members 
Mstep: Class 7 contains 12368 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 29440 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 8747 members 
Mstep: Class 18 contains 11283 members 
Mstep: Class 19 contains 41660 members 
Mstep: Class 20 contains 51629 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 32017 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 36861 members 
Mstep: Class 25 contains 31517 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 9990 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 3737 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 24954 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33728 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15266 members 
Mstep: Class 41 contains 8151 members 
Mstep: Class 42 contains 7813 members 
Mstep: Class 43 contains 17764 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39420 members 
Mstep: Class 49 contains 35556 members 
Mstep: Class 50 contains 2142 members 
Mstep: Class 51 contains 6640 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1099 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 815 members 
Mstep: Class 56 contains 12291 members 
Mstep: Class 57 contains 3417 members 
Mstep: Class 58 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262160.000000 Penalty: 189967.843750
Iteration 105Q: 58 clusters Score -1.172622e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 13292 members 
Mstep: Class 4 contains 31889 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 37594 members 
Mstep: Class 7 contains 12556 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 29734 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12029 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 11283 members 
Mstep: Class 19 contains 41507 members 
Mstep: Class 20 contains 51549 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 32392 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 36895 members 
Mstep: Class 25 contains 31473 members 
Mstep: Class 26 contains 3280 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 9994 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 3733 members 
Mstep: Class 34 contains 8140 members 
Mstep: Class 35 contains 24756 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33749 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15406 members 
Mstep: Class 41 contains 8141 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 17493 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39410 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2144 members 
Mstep: Class 51 contains 6639 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 816 members 
Mstep: Class 56 contains 12396 members 
Mstep: Class 57 contains 3416 members 
Mstep: Class 58 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262736.000000 Penalty: 189967.843750
Iteration 106Q: 58 clusters Score -1.172627e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 13239 members 
Mstep: Class 4 contains 31922 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 37493 members 
Mstep: Class 7 contains 12711 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 29968 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 11283 members 
Mstep: Class 19 contains 41351 members 
Mstep: Class 20 contains 51470 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 32787 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 36918 members 
Mstep: Class 25 contains 31441 members 
Mstep: Class 26 contains 3262 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 9997 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 8136 members 
Mstep: Class 35 contains 24541 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33767 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15552 members 
Mstep: Class 41 contains 8128 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 17288 members 
Mstep: Class 44 contains 4618 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39404 members 
Mstep: Class 49 contains 35254 members 
Mstep: Class 50 contains 2146 members 
Mstep: Class 51 contains 6644 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1111 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 816 members 
Mstep: Class 56 contains 12496 members 
Mstep: Class 57 contains 3417 members 
Mstep: Class 58 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262416.000000 Penalty: 189967.843750
Iteration 107Q: 58 clusters Score -1.172624e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 31957 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 37409 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 30177 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12035 members 
Mstep: Class 17 contains 8747 members 
Mstep: Class 18 contains 11284 members 
Mstep: Class 19 contains 41194 members 
Mstep: Class 20 contains 51380 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 33169 members 
Mstep: Class 23 contains 3264 members 
Mstep: Class 24 contains 36916 members 
Mstep: Class 25 contains 31402 members 
Mstep: Class 26 contains 3258 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2221 members 
Mstep: Class 31 contains 10001 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 8133 members 
Mstep: Class 35 contains 24333 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33789 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 15696 members 
Mstep: Class 41 contains 8125 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 17102 members 
Mstep: Class 44 contains 4611 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39398 members 
Mstep: Class 49 contains 35123 members 
Mstep: Class 50 contains 2149 members 
Mstep: Class 51 contains 6641 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1114 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 817 members 
Mstep: Class 56 contains 12572 members 
Mstep: Class 57 contains 3420 members 
Mstep: Class 58 contains 13698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117262816.000000 Penalty: 189967.843750
Iteration 108Q: 58 clusters Score -1.172628e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 31977 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 37327 members 
Mstep: Class 7 contains 13013 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 30352 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 41054 members 
Mstep: Class 20 contains 51305 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 33518 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 36904 members 
Mstep: Class 25 contains 31382 members 
Mstep: Class 26 contains 3259 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 10008 members 
Mstep: Class 32 contains 4083 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 8132 members 
Mstep: Class 35 contains 24123 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33809 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 15828 members 
Mstep: Class 41 contains 8109 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 16941 members 
Mstep: Class 44 contains 4614 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39371 members 
Mstep: Class 49 contains 35038 members 
Mstep: Class 50 contains 2154 members 
Mstep: Class 51 contains 6636 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1116 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 817 members 
Mstep: Class 56 contains 12665 members 
Mstep: Class 57 contains 3421 members 
Mstep: Class 58 contains 13661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263232.000000 Penalty: 189967.843750
Iteration 109Q: 58 clusters Score -1.172632e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 3 contains 13058 members 
Mstep: Class 4 contains 31990 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 30497 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12032 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 11288 members 
Mstep: Class 19 contains 40930 members 
Mstep: Class 20 contains 51242 members 
Mstep: Class 21 contains 29041 members 
Mstep: Class 22 contains 33815 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 36876 members 
Mstep: Class 25 contains 31354 members 
Mstep: Class 26 contains 3265 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10014 members 
Mstep: Class 32 contains 4081 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 8130 members 
Mstep: Class 35 contains 23917 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33821 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 15961 members 
Mstep: Class 41 contains 8091 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 16816 members 
Mstep: Class 44 contains 4614 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39364 members 
Mstep: Class 49 contains 35021 members 
Mstep: Class 50 contains 2156 members 
Mstep: Class 51 contains 6623 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1118 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 817 members 
Mstep: Class 56 contains 12754 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 13624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263416.000000 Penalty: 189967.843750
Iteration 110Q: 58 clusters Score -1.172634e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 12984 members 
Mstep: Class 4 contains 32016 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 37170 members 
Mstep: Class 7 contains 13327 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 30626 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12029 members 
Mstep: Class 17 contains 8753 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 40794 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34071 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 36869 members 
Mstep: Class 25 contains 31328 members 
Mstep: Class 26 contains 3266 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2212 members 
Mstep: Class 31 contains 10021 members 
Mstep: Class 32 contains 4079 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8122 members 
Mstep: Class 35 contains 23716 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33827 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 16062 members 
Mstep: Class 41 contains 8076 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 16702 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39354 members 
Mstep: Class 49 contains 35024 members 
Mstep: Class 50 contains 2156 members 
Mstep: Class 51 contains 6625 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 817 members 
Mstep: Class 56 contains 12845 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 13596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263520.000000 Penalty: 189967.843750
Iteration 111Q: 58 clusters Score -1.172635e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 32039 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 37082 members 
Mstep: Class 7 contains 13459 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 30738 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12024 members 
Mstep: Class 17 contains 8755 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 40656 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 29031 members 
Mstep: Class 22 contains 34282 members 
Mstep: Class 23 contains 3228 members 
Mstep: Class 24 contains 36860 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 3260 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2212 members 
Mstep: Class 31 contains 10027 members 
Mstep: Class 32 contains 4077 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8116 members 
Mstep: Class 35 contains 23534 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33845 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 16169 members 
Mstep: Class 41 contains 8053 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 16598 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39341 members 
Mstep: Class 49 contains 35079 members 
Mstep: Class 50 contains 2161 members 
Mstep: Class 51 contains 6629 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 817 members 
Mstep: Class 56 contains 12929 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263584.000000 Penalty: 189967.843750
Iteration 112Q: 58 clusters Score -1.172636e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 32061 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 30845 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 8757 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 40531 members 
Mstep: Class 20 contains 51047 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34506 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 36866 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 3251 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2213 members 
Mstep: Class 31 contains 10034 members 
Mstep: Class 32 contains 4076 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 23322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33863 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 16267 members 
Mstep: Class 41 contains 8042 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 16505 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39349 members 
Mstep: Class 49 contains 35137 members 
Mstep: Class 50 contains 2163 members 
Mstep: Class 51 contains 6628 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 12991 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263720.000000 Penalty: 189967.843750
Iteration 113Q: 58 clusters Score -1.172637e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 32078 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 36979 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 30943 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12024 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11294 members 
Mstep: Class 19 contains 40403 members 
Mstep: Class 20 contains 50989 members 
Mstep: Class 21 contains 29030 members 
Mstep: Class 22 contains 34687 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 36874 members 
Mstep: Class 25 contains 31257 members 
Mstep: Class 26 contains 3248 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 10038 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8103 members 
Mstep: Class 35 contains 23108 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 33878 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 16356 members 
Mstep: Class 41 contains 8040 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 16411 members 
Mstep: Class 44 contains 4623 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39352 members 
Mstep: Class 49 contains 35160 members 
Mstep: Class 50 contains 2172 members 
Mstep: Class 51 contains 6633 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13030 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263880.000000 Penalty: 189967.843750
Iteration 114Q: 58 clusters Score -1.172639e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 12876 members 
Mstep: Class 4 contains 32096 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37012 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12025 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 40314 members 
Mstep: Class 20 contains 50949 members 
Mstep: Class 21 contains 29035 members 
Mstep: Class 22 contains 34802 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 36895 members 
Mstep: Class 25 contains 31232 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 10043 members 
Mstep: Class 32 contains 4072 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8094 members 
Mstep: Class 35 contains 22896 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 33888 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16437 members 
Mstep: Class 41 contains 8033 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 16300 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39349 members 
Mstep: Class 49 contains 35180 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 6647 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13059 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263944.000000 Penalty: 189967.843750
Iteration 115Q: 58 clusters Score -1.172639e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 32115 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31161 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12026 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 40246 members 
Mstep: Class 20 contains 50911 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 34882 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 36921 members 
Mstep: Class 25 contains 31202 members 
Mstep: Class 26 contains 3247 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 10047 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8091 members 
Mstep: Class 35 contains 22676 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 33891 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16519 members 
Mstep: Class 41 contains 8011 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 16208 members 
Mstep: Class 44 contains 4618 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39346 members 
Mstep: Class 49 contains 35216 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 6659 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13094 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117263992.000000 Penalty: 189967.843750
Iteration 116Q: 58 clusters Score -1.17264e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 32126 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 37120 members 
Mstep: Class 7 contains 13938 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31266 members 
Mstep: Class 11 contains 5526 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12029 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 40179 members 
Mstep: Class 20 contains 50874 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34975 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 36933 members 
Mstep: Class 25 contains 31169 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 10051 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8088 members 
Mstep: Class 35 contains 22453 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 33893 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16629 members 
Mstep: Class 41 contains 8005 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 16108 members 
Mstep: Class 44 contains 4610 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8248 members 
Mstep: Class 48 contains 39347 members 
Mstep: Class 49 contains 35238 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 6659 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13130 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264048.000000 Penalty: 189967.843750
Iteration 117Q: 58 clusters Score -1.17264e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 12818 members 
Mstep: Class 4 contains 32137 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14028 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31354 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12030 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 40125 members 
Mstep: Class 20 contains 50842 members 
Mstep: Class 21 contains 29041 members 
Mstep: Class 22 contains 35057 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 36938 members 
Mstep: Class 25 contains 31134 members 
Mstep: Class 26 contains 3244 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2221 members 
Mstep: Class 31 contains 10055 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8085 members 
Mstep: Class 35 contains 22226 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33895 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16761 members 
Mstep: Class 41 contains 7988 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 16032 members 
Mstep: Class 44 contains 4606 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39349 members 
Mstep: Class 49 contains 35268 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6667 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13158 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264232.000000 Penalty: 189967.843750
Iteration 118Q: 58 clusters Score -1.172642e+08 nChanged 1410
Entering ConstructFrom: 
Score: -117264232.000000 Penalty: 189967.843750
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60315.210938 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60315.21 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60542.031250 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60542.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60638.222656 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60638.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60783.375000 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -60783.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60853.484375 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60853.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60891.621094 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60891.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60953.625000 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -60953.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60986.410156 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -60986.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60996.734375 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -60996.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61009.902344 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61024.523438 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61024.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61031.773438 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -61031.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61033.207031 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61033.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61035.996094 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -61036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61047.531250 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -61047.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61079.941406 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -61079.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61087.484375 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -61087.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61101.492188 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61101.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61120.144531 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -61120.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61122.613281 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -61122.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61138.187500 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -61138.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61181.753906 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -61181.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61230.132812 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -61230.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61256.980469 Penalty: 2995.966309
	Iteration 23Q: 3 clusters Score -61256.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61286.695312 Penalty: 2995.966309
	Iteration 24Q: 3 clusters Score -61286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61309.750000 Penalty: 2995.966309
	Iteration 25Q: 3 clusters Score -61309.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61315.609375 Penalty: 2995.966309
	Iteration 26Q: 3 clusters Score -61315.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61315.609375 Penalty: 2995.966309
	Iteration 27F: 3 clusters Score -61315.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -507720.437500 Penalty: 1973.553589
	Iteration 0F: 2 clusters Score -507720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -504552.406250 Penalty: 3947.107178
	Iteration 0F: 3 clusters Score -504552.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -505229.312500 Penalty: 3947.107178
	Iteration 1F: 3 clusters Score -505229.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -505400.875000 Penalty: 3947.107178
	Iteration 2F: 3 clusters Score -505400.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -505483.375000 Penalty: 3947.107178
	Iteration 3Q: 3 clusters Score -505483.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -505552.156250 Penalty: 3947.107178
	Iteration 4Q: 3 clusters Score -505552.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -505629.906250 Penalty: 3947.107178
	Iteration 5Q: 3 clusters Score -505629.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -505697.062500 Penalty: 3947.107178
	Iteration 6Q: 3 clusters Score -505697.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -505750.406250 Penalty: 3947.107178
	Iteration 7Q: 3 clusters Score -505750.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -505803.156250 Penalty: 3947.107178
	Iteration 8Q: 3 clusters Score -505803.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505836.656250 Penalty: 3947.107178
	Iteration 9Q: 3 clusters Score -505836.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -505855.031250 Penalty: 3947.107178
	Iteration 10Q: 3 clusters Score -505855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -505870.375000 Penalty: 3947.107178
	Iteration 11Q: 3 clusters Score -505870.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505890.468750 Penalty: 3947.107178
	Iteration 12Q: 3 clusters Score -505890.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -505908.281250 Penalty: 3947.107178
	Iteration 13Q: 3 clusters Score -505908.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -505926.843750 Penalty: 3947.107178
	Iteration 14Q: 3 clusters Score -505926.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505944.031250 Penalty: 3947.107178
	Iteration 15Q: 3 clusters Score -505944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -505961.531250 Penalty: 3947.107178
	Iteration 16Q: 3 clusters Score -505961.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -505975.375000 Penalty: 3947.107178
	Iteration 17Q: 3 clusters Score -505975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -505987.343750 Penalty: 3947.107178
	Iteration 18Q: 3 clusters Score -505987.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -506000.062500 Penalty: 3947.107178
	Iteration 19Q: 3 clusters Score -506000.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -506008.343750 Penalty: 3947.107178
	Iteration 20F: 3 clusters Score -506008.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -506014.593750 Penalty: 3947.107178
	Iteration 21Q: 3 clusters Score -506014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -506021.218750 Penalty: 3947.107178
	Iteration 22Q: 3 clusters Score -506021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -506035.343750 Penalty: 3947.107178
	Iteration 23Q: 3 clusters Score -506035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -506046.218750 Penalty: 3947.107178
	Iteration 24Q: 3 clusters Score -506046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -506058.968750 Penalty: 3947.107178
	Iteration 25Q: 3 clusters Score -506059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -506072.687500 Penalty: 3947.107178
	Iteration 26Q: 3 clusters Score -506072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -506084.125000 Penalty: 3947.107178
	Iteration 27Q: 3 clusters Score -506084.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -506097.500000 Penalty: 3947.107178
	Iteration 28Q: 3 clusters Score -506097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -506113.187500 Penalty: 3947.107178
	Iteration 29Q: 3 clusters Score -506113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -506122.593750 Penalty: 3947.107178
	Iteration 30Q: 3 clusters Score -506122.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -506133.062500 Penalty: 3947.107178
	Iteration 31Q: 3 clusters Score -506133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -506143.875000 Penalty: 3947.107178
	Iteration 32Q: 3 clusters Score -506143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -506157.875000 Penalty: 3947.107178
	Iteration 33Q: 3 clusters Score -506157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -506170.281250 Penalty: 3947.107178
	Iteration 34Q: 3 clusters Score -506170.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -506186.468750 Penalty: 3947.107178
	Iteration 35Q: 3 clusters Score -506186.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -506204.625000 Penalty: 3947.107178
	Iteration 36Q: 3 clusters Score -506204.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -506219.031250 Penalty: 3947.107178
	Iteration 37Q: 3 clusters Score -506219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -506231.437500 Penalty: 3947.107178
	Iteration 38Q: 3 clusters Score -506231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -506243.562500 Penalty: 3947.107178
	Iteration 39Q: 3 clusters Score -506243.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -506256.250000 Penalty: 3947.107178
	Iteration 40F: 3 clusters Score -506256.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -506268.000000 Penalty: 3947.107178
	Iteration 41Q: 3 clusters Score -506268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -506285.531250 Penalty: 3947.107178
	Iteration 42Q: 3 clusters Score -506285.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -506299.937500 Penalty: 3947.107178
	Iteration 43Q: 3 clusters Score -506299.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -506312.625000 Penalty: 3947.107178
	Iteration 44Q: 3 clusters Score -506312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -506323.125000 Penalty: 3947.107178
	Iteration 45Q: 3 clusters Score -506323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -506333.281250 Penalty: 3947.107178
	Iteration 46Q: 3 clusters Score -506333.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -506343.218750 Penalty: 3947.107178
	Iteration 47Q: 3 clusters Score -506343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -506348.718750 Penalty: 3947.107178
	Iteration 48Q: 3 clusters Score -506348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -506357.718750 Penalty: 3947.107178
	Iteration 49Q: 3 clusters Score -506357.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -506367.656250 Penalty: 3947.107178
	Iteration 50Q: 3 clusters Score -506367.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -506373.312500 Penalty: 3947.107178
	Iteration 51Q: 3 clusters Score -506373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -506375.218750 Penalty: 3947.107178
	Iteration 52Q: 3 clusters Score -506375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -506376.625000 Penalty: 3947.107178
	Iteration 53Q: 3 clusters Score -506376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -506378.093750 Penalty: 3947.107178
	Iteration 54Q: 3 clusters Score -506378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -506379.843750 Penalty: 3947.107178
	Iteration 55Q: 3 clusters Score -506379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -506380.437500 Penalty: 3947.107178
	Iteration 56Q: 3 clusters Score -506380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -506380.437500 Penalty: 3947.107178
	Iteration 57F: 3 clusters Score -506380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Entering Unmasked Estep 
Score: -2181297.000000 Penalty: 2345.347168
	Iteration 0F: 2 clusters Score -2181297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2171831.000000 Penalty: 4690.694336
	Iteration 0F: 3 clusters Score -2171831 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2174906.000000 Penalty: 4690.694336
	Iteration 1F: 3 clusters Score -2174906 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2175525.750000 Penalty: 4690.694336
	Iteration 2F: 3 clusters Score -2175526 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2176118.750000 Penalty: 4690.694336
	Iteration 3F: 3 clusters Score -2176119 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2176566.500000 Penalty: 4690.694336
	Iteration 4F: 3 clusters Score -2176566 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2176905.750000 Penalty: 4690.694336
	Iteration 5F: 3 clusters Score -2176906 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2177173.500000 Penalty: 4690.694336
	Iteration 6Q: 3 clusters Score -2177174 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2177441.750000 Penalty: 4690.694336
	Iteration 7Q: 3 clusters Score -2177442 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2177703.000000 Penalty: 4690.694336
	Iteration 8Q: 3 clusters Score -2177703 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2177997.500000 Penalty: 4690.694336
	Iteration 9Q: 3 clusters Score -2177998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2178288.500000 Penalty: 4690.694336
	Iteration 10Q: 3 clusters Score -2178288 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2178582.250000 Penalty: 4690.694336
	Iteration 11Q: 3 clusters Score -2178582 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2178840.750000 Penalty: 4690.694336
	Iteration 12Q: 3 clusters Score -2178841 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2179060.000000 Penalty: 4690.694336
	Iteration 13Q: 3 clusters Score -2179060 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2179239.000000 Penalty: 4690.694336
	Iteration 14Q: 3 clusters Score -2179239 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2179354.750000 Penalty: 4690.694336
	Iteration 15Q: 3 clusters Score -2179355 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2179429.500000 Penalty: 4690.694336
	Iteration 16Q: 3 clusters Score -2179430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2179503.750000 Penalty: 4690.694336
	Iteration 17Q: 3 clusters Score -2179504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2179569.000000 Penalty: 4690.694336
	Iteration 18Q: 3 clusters Score -2179569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2179625.500000 Penalty: 4690.694336
	Iteration 19Q: 3 clusters Score -2179626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2179656.500000 Penalty: 4690.694336
	Iteration 20F: 3 clusters Score -2179656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2179672.500000 Penalty: 4690.694336
	Iteration 21Q: 3 clusters Score -2179672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2179697.750000 Penalty: 4690.694336
	Iteration 22Q: 3 clusters Score -2179698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2179729.000000 Penalty: 4690.694336
	Iteration 23Q: 3 clusters Score -2179729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2179748.000000 Penalty: 4690.694336
	Iteration 24Q: 3 clusters Score -2179748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2179764.500000 Penalty: 4690.694336
	Iteration 25Q: 3 clusters Score -2179764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2179789.500000 Penalty: 4690.694336
	Iteration 26Q: 3 clusters Score -2179790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2179800.250000 Penalty: 4690.694336
	Iteration 27Q: 3 clusters Score -2179800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2179812.750000 Penalty: 4690.694336
	Iteration 28Q: 3 clusters Score -2179813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2179820.250000 Penalty: 4690.694336
	Iteration 29Q: 3 clusters Score -2179820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2179821.250000 Penalty: 4690.694336
	Iteration 30Q: 3 clusters Score -2179821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2179827.000000 Penalty: 4690.694336
	Iteration 31Q: 3 clusters Score -2179827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2179830.250000 Penalty: 4690.694336
	Iteration 32Q: 3 clusters Score -2179830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2179839.000000 Penalty: 4690.694336
	Iteration 33Q: 3 clusters Score -2179839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2179840.250000 Penalty: 4690.694336
	Iteration 34Q: 3 clusters Score -2179840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2179843.750000 Penalty: 4690.694336
	Iteration 35Q: 3 clusters Score -2179844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2179846.750000 Penalty: 4690.694336
	Iteration 36Q: 3 clusters Score -2179847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2179849.500000 Penalty: 4690.694336
	Iteration 37Q: 3 clusters Score -2179850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2179851.750000 Penalty: 4690.694336
	Iteration 38Q: 3 clusters Score -2179852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2179856.250000 Penalty: 4690.694336
	Iteration 39Q: 3 clusters Score -2179856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2179856.750000 Penalty: 4690.694336
	Iteration 40F: 3 clusters Score -2179857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2179856.000000 Penalty: 4690.694336
	Iteration 41Q: 3 clusters Score -2179856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2179856.250000 Penalty: 4690.694336
	Iteration 42Q: 3 clusters Score -2179856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2179856.250000 Penalty: 4690.694336
	Iteration 43Q: 3 clusters Score -2179856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2179858.250000 Penalty: 4690.694336
	Iteration 44Q: 3 clusters Score -2179858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2179858.750000 Penalty: 4690.694336
	Iteration 45Q: 3 clusters Score -2179859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2179857.750000 Penalty: 4690.694336
	Iteration 46Q: 3 clusters Score -2179858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2179856.750000 Penalty: 4690.694336
	Iteration 47Q: 3 clusters Score -2179857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2179856.750000 Penalty: 4690.694336
	Iteration 48F: 3 clusters Score -2179857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Entering Unmasked Estep 
Score: -5694086.000000 Penalty: 2573.731445
	Iteration 0F: 2 clusters Score -5694086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5672059.000000 Penalty: 5147.462891
	Iteration 0F: 3 clusters Score -5672059 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -5680051.000000 Penalty: 5147.462891
	Iteration 1F: 3 clusters Score -5680051 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5680566.000000 Penalty: 5147.462891
	Iteration 2Q: 3 clusters Score -5680566 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5681036.000000 Penalty: 5147.462891
	Iteration 3Q: 3 clusters Score -5681036 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5681506.000000 Penalty: 5147.462891
	Iteration 4Q: 3 clusters Score -5681506 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5682027.500000 Penalty: 5147.462891
	Iteration 5Q: 3 clusters Score -5682028 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5682790.000000 Penalty: 5147.462891
	Iteration 6Q: 3 clusters Score -5682790 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -5683845.500000 Penalty: 5147.462891
	Iteration 7F: 3 clusters Score -5683846 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5685240.500000 Penalty: 5147.462891
	Iteration 8F: 3 clusters Score -5685240 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5686846.000000 Penalty: 5147.462891
	Iteration 9F: 3 clusters Score -5686846 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5688390.000000 Penalty: 5147.462891
	Iteration 10F: 3 clusters Score -5688390 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5689606.000000 Penalty: 5147.462891
	Iteration 11Q: 3 clusters Score -5689606 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5690402.500000 Penalty: 5147.462891
	Iteration 12Q: 3 clusters Score -5690402 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5690947.500000 Penalty: 5147.462891
	Iteration 13Q: 3 clusters Score -5690948 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5691257.000000 Penalty: 5147.462891
	Iteration 14Q: 3 clusters Score -5691257 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5691435.500000 Penalty: 5147.462891
	Iteration 15Q: 3 clusters Score -5691436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5691568.500000 Penalty: 5147.462891
	Iteration 16Q: 3 clusters Score -5691568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5691672.000000 Penalty: 5147.462891
	Iteration 17Q: 3 clusters Score -5691672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5691744.500000 Penalty: 5147.462891
	Iteration 18Q: 3 clusters Score -5691744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5691791.000000 Penalty: 5147.462891
	Iteration 19Q: 3 clusters Score -5691791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5691845.500000 Penalty: 5147.462891
	Iteration 20F: 3 clusters Score -5691846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5691873.000000 Penalty: 5147.462891
	Iteration 21Q: 3 clusters Score -5691873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5691908.500000 Penalty: 5147.462891
	Iteration 22Q: 3 clusters Score -5691908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5691912.000000 Penalty: 5147.462891
	Iteration 23Q: 3 clusters Score -5691912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5691940.500000 Penalty: 5147.462891
	Iteration 24Q: 3 clusters Score -5691940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5691950.500000 Penalty: 5147.462891
	Iteration 25Q: 3 clusters Score -5691950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5691955.000000 Penalty: 5147.462891
	Iteration 26Q: 3 clusters Score -5691955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5691951.500000 Penalty: 5147.462891
	Iteration 27Q: 3 clusters Score -5691952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5691967.000000 Penalty: 5147.462891
	Iteration 28Q: 3 clusters Score -5691967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5691967.500000 Penalty: 5147.462891
	Iteration 29Q: 3 clusters Score -5691968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5691980.500000 Penalty: 5147.462891
	Iteration 30Q: 3 clusters Score -5691980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5691998.000000 Penalty: 5147.462891
	Iteration 31Q: 3 clusters Score -5691998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5691999.500000 Penalty: 5147.462891
	Iteration 32Q: 3 clusters Score -5692000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5691998.000000 Penalty: 5147.462891
	Iteration 33Q: 3 clusters Score -5691998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5691993.000000 Penalty: 5147.462891
	Iteration 34Q: 3 clusters Score -5691993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5692005.000000 Penalty: 5147.462891
	Iteration 35Q: 3 clusters Score -5692005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5692013.500000 Penalty: 5147.462891
	Iteration 36Q: 3 clusters Score -5692014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5692026.000000 Penalty: 5147.462891
	Iteration 37Q: 3 clusters Score -5692026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5692016.000000 Penalty: 5147.462891
	Iteration 38Q: 3 clusters Score -5692016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5692016.000000 Penalty: 5147.462891
	Iteration 39F: 3 clusters Score -5692016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -372771.250000 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -372771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -369990.312500 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -369990.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -370529.406250 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -370529.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -370712.562500 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -370712.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -370858.843750 Penalty: 3815.061768
	Iteration 3F: 3 clusters Score -370858.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -371005.781250 Penalty: 3815.061768
	Iteration 4F: 3 clusters Score -371005.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -371173.812500 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -371173.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -371341.906250 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -371341.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -371467.875000 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -371467.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -371558.781250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -371558.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -371635.312500 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -371635.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -371700.468750 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -371700.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -371749.250000 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -371749.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371789.625000 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -371789.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -371824.562500 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -371824.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -371856.406250 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -371856.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -371887.468750 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -371887.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -371912.281250 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -371912.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -371934.906250 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -371934.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -371953.375000 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -371953.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371970.312500 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -371970.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -371983.875000 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -371983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -371992.875000 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -371992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -371998.343750 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -371998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -372003.906250 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -372003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372007.906250 Penalty: 3815.061768
	Iteration 24Q: 3 clusters Score -372007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372009.437500 Penalty: 3815.061768
	Iteration 25Q: 3 clusters Score -372009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372014.625000 Penalty: 3815.061768
	Iteration 26Q: 3 clusters Score -372014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -372018.125000 Penalty: 3815.061768
	Iteration 27Q: 3 clusters Score -372018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -372022.375000 Penalty: 3815.061768
	Iteration 28Q: 3 clusters Score -372022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -372024.875000 Penalty: 3815.061768
	Iteration 29Q: 3 clusters Score -372024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -372028.000000 Penalty: 3815.061768
	Iteration 30Q: 3 clusters Score -372028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -372031.687500 Penalty: 3815.061768
	Iteration 31Q: 3 clusters Score -372031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -372035.781250 Penalty: 3815.061768
	Iteration 32Q: 3 clusters Score -372035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372038.562500 Penalty: 3815.061768
	Iteration 33Q: 3 clusters Score -372038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -372038.562500 Penalty: 3815.061768
	Iteration 34F: 3 clusters Score -372038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Entering Unmasked Estep 
Score: -6701130.000000 Penalty: 2609.634521
	Iteration 0F: 2 clusters Score -6701130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6676581.000000 Penalty: 5219.269043
	Iteration 0F: 3 clusters Score -6676581 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6685869.500000 Penalty: 5219.269043
	Iteration 1F: 3 clusters Score -6685870 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -6686342.500000 Penalty: 5219.269043
	Iteration 2Q: 3 clusters Score -6686342 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -6686781.500000 Penalty: 5219.269043
	Iteration 3Q: 3 clusters Score -6686782 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6687236.500000 Penalty: 5219.269043
	Iteration 4Q: 3 clusters Score -6687236 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -6687665.500000 Penalty: 5219.269043
	Iteration 5Q: 3 clusters Score -6687666 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -6688140.500000 Penalty: 5219.269043
	Iteration 6Q: 3 clusters Score -6688140 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6688803.500000 Penalty: 5219.269043
	Iteration 7Q: 3 clusters Score -6688804 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6689704.000000 Penalty: 5219.269043
	Iteration 8Q: 3 clusters Score -6689704 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -6690884.500000 Penalty: 5219.269043
	Iteration 9F: 3 clusters Score -6690884 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -6692483.500000 Penalty: 5219.269043
	Iteration 10F: 3 clusters Score -6692484 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6694072.500000 Penalty: 5219.269043
	Iteration 11F: 3 clusters Score -6694072 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -6695319.000000 Penalty: 5219.269043
	Iteration 12Q: 3 clusters Score -6695319 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6696316.500000 Penalty: 5219.269043
	Iteration 13Q: 3 clusters Score -6696316 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6697134.000000 Penalty: 5219.269043
	Iteration 14Q: 3 clusters Score -6697134 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -6697785.500000 Penalty: 5219.269043
	Iteration 15Q: 3 clusters Score -6697786 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6698262.500000 Penalty: 5219.269043
	Iteration 16Q: 3 clusters Score -6698262 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6698515.500000 Penalty: 5219.269043
	Iteration 17Q: 3 clusters Score -6698516 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -6698665.500000 Penalty: 5219.269043
	Iteration 18Q: 3 clusters Score -6698666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6698781.000000 Penalty: 5219.269043
	Iteration 19Q: 3 clusters Score -6698781 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -6698858.000000 Penalty: 5219.269043
	Iteration 20F: 3 clusters Score -6698858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -6698880.500000 Penalty: 5219.269043
	Iteration 21Q: 3 clusters Score -6698880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -6698921.500000 Penalty: 5219.269043
	Iteration 22Q: 3 clusters Score -6698922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -6698940.500000 Penalty: 5219.269043
	Iteration 23Q: 3 clusters Score -6698940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -6698954.000000 Penalty: 5219.269043
	Iteration 24Q: 3 clusters Score -6698954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6698964.500000 Penalty: 5219.269043
	Iteration 25Q: 3 clusters Score -6698964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -6698999.000000 Penalty: 5219.269043
	Iteration 26Q: 3 clusters Score -6698999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -6698993.500000 Penalty: 5219.269043
	Iteration 27Q: 3 clusters Score -6698994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -6699004.000000 Penalty: 5219.269043
	Iteration 28Q: 3 clusters Score -6699004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -6699013.500000 Penalty: 5219.269043
	Iteration 29Q: 3 clusters Score -6699014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -6699032.500000 Penalty: 5219.269043
	Iteration 30Q: 3 clusters Score -6699032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -6699043.500000 Penalty: 5219.269043
	Iteration 31Q: 3 clusters Score -6699044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -6699052.000000 Penalty: 5219.269043
	Iteration 32Q: 3 clusters Score -6699052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -6699060.500000 Penalty: 5219.269043
	Iteration 33Q: 3 clusters Score -6699060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -6699077.500000 Penalty: 5219.269043
	Iteration 34Q: 3 clusters Score -6699078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -6699071.500000 Penalty: 5219.269043
	Iteration 35Q: 3 clusters Score -6699072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -6699081.500000 Penalty: 5219.269043
	Iteration 36Q: 3 clusters Score -6699082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -6699077.000000 Penalty: 5219.269043
	Iteration 37Q: 3 clusters Score -6699077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -6699070.500000 Penalty: 5219.269043
	Iteration 38Q: 3 clusters Score -6699070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -6699074.000000 Penalty: 5219.269043
	Iteration 39Q: 3 clusters Score -6699074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -6699061.000000 Penalty: 5219.269043
	Iteration 40F: 3 clusters Score -6699061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -6699060.500000 Penalty: 5219.269043
	Iteration 41Q: 3 clusters Score -6699060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6699073.000000 Penalty: 5219.269043
	Iteration 42Q: 3 clusters Score -6699073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -6699078.000000 Penalty: 5219.269043
	Iteration 43Q: 3 clusters Score -6699078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -6699076.000000 Penalty: 5219.269043
	Iteration 44Q: 3 clusters Score -6699076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -6699078.000000 Penalty: 5219.269043
	Iteration 45Q: 3 clusters Score -6699078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -6699083.500000 Penalty: 5219.269043
	Iteration 46Q: 3 clusters Score -6699084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -6699087.500000 Penalty: 5219.269043
	Iteration 47Q: 3 clusters Score -6699088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6699089.500000 Penalty: 5219.269043
	Iteration 48Q: 3 clusters Score -6699090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6699089.500000 Penalty: 5219.269043
	Iteration 49F: 3 clusters Score -6699090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Entering Unmasked Estep 
Score: -2391676.750000 Penalty: 2369.532959
	Iteration 0F: 2 clusters Score -2391677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2381410.500000 Penalty: 4739.065918
	Iteration 0F: 3 clusters Score -2381410 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2384648.000000 Penalty: 4739.065918
	Iteration 1F: 3 clusters Score -2384648 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2385338.000000 Penalty: 4739.065918
	Iteration 2F: 3 clusters Score -2385338 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2386081.500000 Penalty: 4739.065918
	Iteration 3F: 3 clusters Score -2386082 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2386965.750000 Penalty: 4739.065918
	Iteration 4F: 3 clusters Score -2386966 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2387881.000000 Penalty: 4739.065918
	Iteration 5F: 3 clusters Score -2387881 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2388746.500000 Penalty: 4739.065918
	Iteration 6F: 3 clusters Score -2388746 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2389303.000000 Penalty: 4739.065918
	Iteration 7F: 3 clusters Score -2389303 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2389614.750000 Penalty: 4739.065918
	Iteration 8Q: 3 clusters Score -2389615 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2389822.750000 Penalty: 4739.065918
	Iteration 9Q: 3 clusters Score -2389823 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2389946.750000 Penalty: 4739.065918
	Iteration 10Q: 3 clusters Score -2389947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2390016.750000 Penalty: 4739.065918
	Iteration 11Q: 3 clusters Score -2390017 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2390053.750000 Penalty: 4739.065918
	Iteration 12Q: 3 clusters Score -2390054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2390083.000000 Penalty: 4739.065918
	Iteration 13Q: 3 clusters Score -2390083 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2390108.500000 Penalty: 4739.065918
	Iteration 14Q: 3 clusters Score -2390108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2390127.750000 Penalty: 4739.065918
	Iteration 15Q: 3 clusters Score -2390128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2390152.250000 Penalty: 4739.065918
	Iteration 16Q: 3 clusters Score -2390152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2390167.750000 Penalty: 4739.065918
	Iteration 17Q: 3 clusters Score -2390168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2390205.250000 Penalty: 4739.065918
	Iteration 18Q: 3 clusters Score -2390205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2390234.500000 Penalty: 4739.065918
	Iteration 19Q: 3 clusters Score -2390234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2390276.000000 Penalty: 4739.065918
	Iteration 20F: 3 clusters Score -2390276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2390312.500000 Penalty: 4739.065918
	Iteration 21Q: 3 clusters Score -2390312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2390338.250000 Penalty: 4739.065918
	Iteration 22Q: 3 clusters Score -2390338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2390357.250000 Penalty: 4739.065918
	Iteration 23Q: 3 clusters Score -2390357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2390361.250000 Penalty: 4739.065918
	Iteration 24Q: 3 clusters Score -2390361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2390369.250000 Penalty: 4739.065918
	Iteration 25Q: 3 clusters Score -2390369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2390375.250000 Penalty: 4739.065918
	Iteration 26Q: 3 clusters Score -2390375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2390388.500000 Penalty: 4739.065918
	Iteration 27Q: 3 clusters Score -2390388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2390395.750000 Penalty: 4739.065918
	Iteration 28Q: 3 clusters Score -2390396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2390407.000000 Penalty: 4739.065918
	Iteration 29Q: 3 clusters Score -2390407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2390409.750000 Penalty: 4739.065918
	Iteration 30Q: 3 clusters Score -2390410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2390429.500000 Penalty: 4739.065918
	Iteration 31Q: 3 clusters Score -2390430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2390431.750000 Penalty: 4739.065918
	Iteration 32Q: 3 clusters Score -2390432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2390437.750000 Penalty: 4739.065918
	Iteration 33Q: 3 clusters Score -2390438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2390447.750000 Penalty: 4739.065918
	Iteration 34Q: 3 clusters Score -2390448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2390462.000000 Penalty: 4739.065918
	Iteration 35Q: 3 clusters Score -2390462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2390469.250000 Penalty: 4739.065918
	Iteration 36Q: 3 clusters Score -2390469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2390475.750000 Penalty: 4739.065918
	Iteration 37Q: 3 clusters Score -2390476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2390480.750000 Penalty: 4739.065918
	Iteration 38Q: 3 clusters Score -2390481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2390491.500000 Penalty: 4739.065918
	Iteration 39Q: 3 clusters Score -2390492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2390501.750000 Penalty: 4739.065918
	Iteration 40F: 3 clusters Score -2390502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2390514.750000 Penalty: 4739.065918
	Iteration 41Q: 3 clusters Score -2390515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2390523.750000 Penalty: 4739.065918
	Iteration 42Q: 3 clusters Score -2390524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2390533.750000 Penalty: 4739.065918
	Iteration 43Q: 3 clusters Score -2390534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2390546.250000 Penalty: 4739.065918
	Iteration 44Q: 3 clusters Score -2390546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2390554.250000 Penalty: 4739.065918
	Iteration 45Q: 3 clusters Score -2390554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2390564.000000 Penalty: 4739.065918
	Iteration 46Q: 3 clusters Score -2390564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2390569.500000 Penalty: 4739.065918
	Iteration 47Q: 3 clusters Score -2390570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2390582.000000 Penalty: 4739.065918
	Iteration 48Q: 3 clusters Score -2390582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2390584.250000 Penalty: 4739.065918
	Iteration 49Q: 3 clusters Score -2390584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2390591.250000 Penalty: 4739.065918
	Iteration 50Q: 3 clusters Score -2390591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2390600.750000 Penalty: 4739.065918
	Iteration 51Q: 3 clusters Score -2390601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2390605.000000 Penalty: 4739.065918
	Iteration 52Q: 3 clusters Score -2390605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2390610.250000 Penalty: 4739.065918
	Iteration 53Q: 3 clusters Score -2390610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2390604.250000 Penalty: 4739.065918
	Iteration 54Q: 3 clusters Score -2390604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2390608.000000 Penalty: 4739.065918
	Iteration 55Q: 3 clusters Score -2390608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2390616.250000 Penalty: 4739.065918
	Iteration 56Q: 3 clusters Score -2390616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2390622.500000 Penalty: 4739.065918
	Iteration 57Q: 3 clusters Score -2390622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2390625.500000 Penalty: 4739.065918
	Iteration 58Q: 3 clusters Score -2390626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2390632.250000 Penalty: 4739.065918
	Iteration 59Q: 3 clusters Score -2390632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2390640.750000 Penalty: 4739.065918
	Iteration 60F: 3 clusters Score -2390641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2390639.250000 Penalty: 4739.065918
	Iteration 61Q: 3 clusters Score -2390639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2390639.250000 Penalty: 4739.065918
	Iteration 62Q: 3 clusters Score -2390639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2390638.000000 Penalty: 4739.065918
	Iteration 63Q: 3 clusters Score -2390638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2390638.000000 Penalty: 4739.065918
	Iteration 64Q: 3 clusters Score -2390638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2390644.250000 Penalty: 4739.065918
	Iteration 65Q: 3 clusters Score -2390644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2390648.750000 Penalty: 4739.065918
	Iteration 66Q: 3 clusters Score -2390649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2390645.250000 Penalty: 4739.065918
	Iteration 67Q: 3 clusters Score -2390645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2390651.750000 Penalty: 4739.065918
	Iteration 68Q: 3 clusters Score -2390652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2390653.500000 Penalty: 4739.065918
	Iteration 69Q: 3 clusters Score -2390654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2390647.750000 Penalty: 4739.065918
	Iteration 70Q: 3 clusters Score -2390648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2390651.500000 Penalty: 4739.065918
	Iteration 71Q: 3 clusters Score -2390652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2390654.750000 Penalty: 4739.065918
	Iteration 72Q: 3 clusters Score -2390655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2390660.500000 Penalty: 4739.065918
	Iteration 73Q: 3 clusters Score -2390660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2390659.750000 Penalty: 4739.065918
	Iteration 74Q: 3 clusters Score -2390660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2390658.750000 Penalty: 4739.065918
	Iteration 75Q: 3 clusters Score -2390659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2390658.750000 Penalty: 4739.065918
	Iteration 76Q: 3 clusters Score -2390659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2390661.000000 Penalty: 4739.065918
	Iteration 77Q: 3 clusters Score -2390661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2390661.750000 Penalty: 4739.065918
	Iteration 78Q: 3 clusters Score -2390662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2390661.000000 Penalty: 4739.065918
	Iteration 79Q: 3 clusters Score -2390661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2390663.250000 Penalty: 4739.065918
	Iteration 80F: 3 clusters Score -2390663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2390663.750000 Penalty: 4739.065918
	Iteration 81Q: 3 clusters Score -2390664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2390662.000000 Penalty: 4739.065918
	Iteration 82Q: 3 clusters Score -2390662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2390662.500000 Penalty: 4739.065918
	Iteration 83Q: 3 clusters Score -2390662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2390663.500000 Penalty: 4739.065918
	Iteration 84Q: 3 clusters Score -2390664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2390664.000000 Penalty: 4739.065918
	Iteration 85Q: 3 clusters Score -2390664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2390665.000000 Penalty: 4739.065918
	Iteration 86Q: 3 clusters Score -2390665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2390666.250000 Penalty: 4739.065918
	Iteration 87Q: 3 clusters Score -2390666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2390667.000000 Penalty: 4739.065918
	Iteration 88Q: 3 clusters Score -2390667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2390661.750000 Penalty: 4739.065918
	Iteration 89Q: 3 clusters Score -2390662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2390666.000000 Penalty: 4739.065918
	Iteration 90Q: 3 clusters Score -2390666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2390666.250000 Penalty: 4739.065918
	Iteration 91Q: 3 clusters Score -2390666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2390665.250000 Penalty: 4739.065918
	Iteration 92Q: 3 clusters Score -2390665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2390665.250000 Penalty: 4739.065918
	Iteration 93F: 3 clusters Score -2390665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -703039.187500 Penalty: 2074.051270
	Iteration 0F: 2 clusters Score -703039.2 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 2121 members 
Entering Unmasked Estep 
Score: -699081.750000 Penalty: 4148.102539
	Iteration 0F: 3 clusters Score -699081.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -700166.812500 Penalty: 4148.102539
	Iteration 1F: 3 clusters Score -700166.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -700572.125000 Penalty: 4148.102539
	Iteration 2F: 3 clusters Score -700572.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -701013.250000 Penalty: 4148.102539
	Iteration 3F: 3 clusters Score -701013.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -701342.750000 Penalty: 4148.102539
	Iteration 4F: 3 clusters Score -701342.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -701608.812500 Penalty: 4148.102539
	Iteration 5F: 3 clusters Score -701608.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -701832.750000 Penalty: 4148.102539
	Iteration 6Q: 3 clusters Score -701832.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -702037.125000 Penalty: 4148.102539
	Iteration 7Q: 3 clusters Score -702037.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -702233.687500 Penalty: 4148.102539
	Iteration 8Q: 3 clusters Score -702233.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -702424.937500 Penalty: 4148.102539
	Iteration 9Q: 3 clusters Score -702424.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -702601.500000 Penalty: 4148.102539
	Iteration 10Q: 3 clusters Score -702601.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -702765.500000 Penalty: 4148.102539
	Iteration 11Q: 3 clusters Score -702765.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -702900.562500 Penalty: 4148.102539
	Iteration 12Q: 3 clusters Score -702900.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -702979.625000 Penalty: 4148.102539
	Iteration 13Q: 3 clusters Score -702979.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -703023.250000 Penalty: 4148.102539
	Iteration 14Q: 3 clusters Score -703023.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -703049.687500 Penalty: 4148.102539
	Iteration 15Q: 3 clusters Score -703049.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -703064.250000 Penalty: 4148.102539
	Iteration 16Q: 3 clusters Score -703064.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -703081.125000 Penalty: 4148.102539
	Iteration 17Q: 3 clusters Score -703081.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -703091.500000 Penalty: 4148.102539
	Iteration 18Q: 3 clusters Score -703091.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -703104.437500 Penalty: 4148.102539
	Iteration 19Q: 3 clusters Score -703104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -703112.500000 Penalty: 4148.102539
	Iteration 20F: 3 clusters Score -703112.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -703119.250000 Penalty: 4148.102539
	Iteration 21Q: 3 clusters Score -703119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -703123.875000 Penalty: 4148.102539
	Iteration 22Q: 3 clusters Score -703123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -703125.437500 Penalty: 4148.102539
	Iteration 23Q: 3 clusters Score -703125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -703128.687500 Penalty: 4148.102539
	Iteration 24Q: 3 clusters Score -703128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -703129.437500 Penalty: 4148.102539
	Iteration 25Q: 3 clusters Score -703129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -703130.812500 Penalty: 4148.102539
	Iteration 26Q: 3 clusters Score -703130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -703132.312500 Penalty: 4148.102539
	Iteration 27Q: 3 clusters Score -703132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -703132.250000 Penalty: 4148.102539
	Iteration 28Q: 3 clusters Score -703132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -703130.937500 Penalty: 4148.102539
	Iteration 29Q: 3 clusters Score -703130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -703130.937500 Penalty: 4148.102539
	Iteration 30F: 3 clusters Score -703130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 2037 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117262608.000000 Penalty: 193300.609375
Splitting cluster 8 changes total score from -117264232.000000 to -117262608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -158244.656250 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -158244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156354.046875 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -156354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -156654.296875 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -156654.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156754.218750 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -156754.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156800.406250 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -156800.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -156836.312500 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -156836.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -156852.046875 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -156852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -156869.218750 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -156869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -156881.750000 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -156881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -156889.046875 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -156889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -156891.156250 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -156891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -156894.671875 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -156894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -156910.015625 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -156910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -156924.781250 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -156924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -156931.593750 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -156931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -156936.671875 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -156936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156941.312500 Penalty: 3377.830566
	Iteration 15Q: 3 clusters Score -156941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -156944.953125 Penalty: 3377.830566
	Iteration 16Q: 3 clusters Score -156945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -156944.953125 Penalty: 3377.830566
	Iteration 17F: 3 clusters Score -156945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Entering Unmasked Estep 
Score: -5616240.000000 Penalty: 2568.326416
	Iteration 0F: 2 clusters Score -5616240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5594857.000000 Penalty: 5136.652832
	Iteration 0F: 3 clusters Score -5594857 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -5602561.500000 Penalty: 5136.652832
	Iteration 1F: 3 clusters Score -5602562 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5602973.000000 Penalty: 5136.652832
	Iteration 2Q: 3 clusters Score -5602973 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5603336.500000 Penalty: 5136.652832
	Iteration 3Q: 3 clusters Score -5603336 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5603689.500000 Penalty: 5136.652832
	Iteration 4Q: 3 clusters Score -5603690 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5604090.500000 Penalty: 5136.652832
	Iteration 5Q: 3 clusters Score -5604090 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5604739.500000 Penalty: 5136.652832
	Iteration 6Q: 3 clusters Score -5604740 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -5605675.000000 Penalty: 5136.652832
	Iteration 7Q: 3 clusters Score -5605675 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5606727.000000 Penalty: 5136.652832
	Iteration 8F: 3 clusters Score -5606727 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5607598.000000 Penalty: 5136.652832
	Iteration 9F: 3 clusters Score -5607598 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5608353.500000 Penalty: 5136.652832
	Iteration 10F: 3 clusters Score -5608354 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5608968.500000 Penalty: 5136.652832
	Iteration 11Q: 3 clusters Score -5608968 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -5609563.500000 Penalty: 5136.652832
	Iteration 12Q: 3 clusters Score -5609564 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5610077.500000 Penalty: 5136.652832
	Iteration 13Q: 3 clusters Score -5610078 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5610528.500000 Penalty: 5136.652832
	Iteration 14Q: 3 clusters Score -5610528 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5610959.500000 Penalty: 5136.652832
	Iteration 15Q: 3 clusters Score -5610960 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5611328.000000 Penalty: 5136.652832
	Iteration 16Q: 3 clusters Score -5611328 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5611590.500000 Penalty: 5136.652832
	Iteration 17Q: 3 clusters Score -5611590 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5611878.000000 Penalty: 5136.652832
	Iteration 18Q: 3 clusters Score -5611878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5612189.000000 Penalty: 5136.652832
	Iteration 19Q: 3 clusters Score -5612189 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5612511.500000 Penalty: 5136.652832
	Iteration 20F: 3 clusters Score -5612512 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5612834.000000 Penalty: 5136.652832
	Iteration 21Q: 3 clusters Score -5612834 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -5613188.000000 Penalty: 5136.652832
	Iteration 22Q: 3 clusters Score -5613188 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5613542.500000 Penalty: 5136.652832
	Iteration 23Q: 3 clusters Score -5613542 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5613831.500000 Penalty: 5136.652832
	Iteration 24Q: 3 clusters Score -5613832 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5614085.000000 Penalty: 5136.652832
	Iteration 25Q: 3 clusters Score -5614085 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5614307.000000 Penalty: 5136.652832
	Iteration 26Q: 3 clusters Score -5614307 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5614471.500000 Penalty: 5136.652832
	Iteration 27Q: 3 clusters Score -5614472 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -5614642.500000 Penalty: 5136.652832
	Iteration 28Q: 3 clusters Score -5614642 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -5614743.500000 Penalty: 5136.652832
	Iteration 29Q: 3 clusters Score -5614744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5614840.000000 Penalty: 5136.652832
	Iteration 30Q: 3 clusters Score -5614840 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5614920.500000 Penalty: 5136.652832
	Iteration 31Q: 3 clusters Score -5614920 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5614978.500000 Penalty: 5136.652832
	Iteration 32Q: 3 clusters Score -5614978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5615028.500000 Penalty: 5136.652832
	Iteration 33Q: 3 clusters Score -5615028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5615052.500000 Penalty: 5136.652832
	Iteration 34Q: 3 clusters Score -5615052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5615086.000000 Penalty: 5136.652832
	Iteration 35Q: 3 clusters Score -5615086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5615098.000000 Penalty: 5136.652832
	Iteration 36Q: 3 clusters Score -5615098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5615114.000000 Penalty: 5136.652832
	Iteration 37Q: 3 clusters Score -5615114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5615120.500000 Penalty: 5136.652832
	Iteration 38Q: 3 clusters Score -5615120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5615136.500000 Penalty: 5136.652832
	Iteration 39Q: 3 clusters Score -5615136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5615151.000000 Penalty: 5136.652832
	Iteration 40F: 3 clusters Score -5615151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5615156.500000 Penalty: 5136.652832
	Iteration 41Q: 3 clusters Score -5615156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5615163.500000 Penalty: 5136.652832
	Iteration 42Q: 3 clusters Score -5615164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5615163.000000 Penalty: 5136.652832
	Iteration 43Q: 3 clusters Score -5615163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5615168.500000 Penalty: 5136.652832
	Iteration 44Q: 3 clusters Score -5615168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5615169.500000 Penalty: 5136.652832
	Iteration 45Q: 3 clusters Score -5615170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5615168.000000 Penalty: 5136.652832
	Iteration 46Q: 3 clusters Score -5615168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5615166.500000 Penalty: 5136.652832
	Iteration 47Q: 3 clusters Score -5615166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5615165.000000 Penalty: 5136.652832
	Iteration 48Q: 3 clusters Score -5615165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5615182.000000 Penalty: 5136.652832
	Iteration 49Q: 3 clusters Score -5615182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5615179.000000 Penalty: 5136.652832
	Iteration 50Q: 3 clusters Score -5615179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5615180.000000 Penalty: 5136.652832
	Iteration 51Q: 3 clusters Score -5615180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5615180.500000 Penalty: 5136.652832
	Iteration 52Q: 3 clusters Score -5615180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5615188.000000 Penalty: 5136.652832
	Iteration 53Q: 3 clusters Score -5615188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5615195.500000 Penalty: 5136.652832
	Iteration 54Q: 3 clusters Score -5615196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5615185.500000 Penalty: 5136.652832
	Iteration 55Q: 3 clusters Score -5615186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5615191.500000 Penalty: 5136.652832
	Iteration 56Q: 3 clusters Score -5615192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5615195.500000 Penalty: 5136.652832
	Iteration 57Q: 3 clusters Score -5615196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5615193.000000 Penalty: 5136.652832
	Iteration 58Q: 3 clusters Score -5615193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5615195.000000 Penalty: 5136.652832
	Iteration 59Q: 3 clusters Score -5615195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5615195.000000 Penalty: 5136.652832
	Iteration 60F: 3 clusters Score -5615195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -885951.437500 Penalty: 2134.997314
	Iteration 0F: 2 clusters Score -885951.4 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 2817 members 
Entering Unmasked Estep 
Score: -881177.062500 Penalty: 4269.994629
	Iteration 0F: 3 clusters Score -881177.1 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -882799.812500 Penalty: 4269.994629
	Iteration 1F: 3 clusters Score -882799.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -883608.812500 Penalty: 4269.994629
	Iteration 2F: 3 clusters Score -883608.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -884486.625000 Penalty: 4269.994629
	Iteration 3F: 3 clusters Score -884486.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -885139.625000 Penalty: 4269.994629
	Iteration 4F: 3 clusters Score -885139.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -885565.375000 Penalty: 4269.994629
	Iteration 5F: 3 clusters Score -885565.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -885827.312500 Penalty: 4269.994629
	Iteration 6Q: 3 clusters Score -885827.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -885993.000000 Penalty: 4269.994629
	Iteration 7Q: 3 clusters Score -885993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -886098.062500 Penalty: 4269.994629
	Iteration 8Q: 3 clusters Score -886098.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -886167.937500 Penalty: 4269.994629
	Iteration 9Q: 3 clusters Score -886167.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -886200.312500 Penalty: 4269.994629
	Iteration 10Q: 3 clusters Score -886200.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -886221.937500 Penalty: 4269.994629
	Iteration 11Q: 3 clusters Score -886221.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -886235.875000 Penalty: 4269.994629
	Iteration 12Q: 3 clusters Score -886235.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -886246.875000 Penalty: 4269.994629
	Iteration 13Q: 3 clusters Score -886246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -886260.187500 Penalty: 4269.994629
	Iteration 14Q: 3 clusters Score -886260.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -886270.937500 Penalty: 4269.994629
	Iteration 15Q: 3 clusters Score -886270.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -886278.437500 Penalty: 4269.994629
	Iteration 16Q: 3 clusters Score -886278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -886283.750000 Penalty: 4269.994629
	Iteration 17Q: 3 clusters Score -886283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -886287.187500 Penalty: 4269.994629
	Iteration 18Q: 3 clusters Score -886287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -886295.187500 Penalty: 4269.994629
	Iteration 19Q: 3 clusters Score -886295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -886305.125000 Penalty: 4269.994629
	Iteration 20F: 3 clusters Score -886305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -886313.375000 Penalty: 4269.994629
	Iteration 21Q: 3 clusters Score -886313.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -886322.062500 Penalty: 4269.994629
	Iteration 22Q: 3 clusters Score -886322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -886330.187500 Penalty: 4269.994629
	Iteration 23Q: 3 clusters Score -886330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -886336.875000 Penalty: 4269.994629
	Iteration 24Q: 3 clusters Score -886336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -886336.750000 Penalty: 4269.994629
	Iteration 25Q: 3 clusters Score -886336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -886344.312500 Penalty: 4269.994629
	Iteration 26Q: 3 clusters Score -886344.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -886344.250000 Penalty: 4269.994629
	Iteration 27Q: 3 clusters Score -886344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -886350.437500 Penalty: 4269.994629
	Iteration 28Q: 3 clusters Score -886350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -886353.312500 Penalty: 4269.994629
	Iteration 29Q: 3 clusters Score -886353.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -886354.062500 Penalty: 4269.994629
	Iteration 30Q: 3 clusters Score -886354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -886357.687500 Penalty: 4269.994629
	Iteration 31Q: 3 clusters Score -886357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -886360.375000 Penalty: 4269.994629
	Iteration 32Q: 3 clusters Score -886360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -886360.000000 Penalty: 4269.994629
	Iteration 33Q: 3 clusters Score -886360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -886362.312500 Penalty: 4269.994629
	Iteration 34Q: 3 clusters Score -886362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -886365.687500 Penalty: 4269.994629
	Iteration 35Q: 3 clusters Score -886365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -886367.312500 Penalty: 4269.994629
	Iteration 36Q: 3 clusters Score -886367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -886371.750000 Penalty: 4269.994629
	Iteration 37Q: 3 clusters Score -886371.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -886373.750000 Penalty: 4269.994629
	Iteration 38Q: 3 clusters Score -886373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -886376.125000 Penalty: 4269.994629
	Iteration 39Q: 3 clusters Score -886376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -886381.625000 Penalty: 4269.994629
	Iteration 40F: 3 clusters Score -886381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -886385.187500 Penalty: 4269.994629
	Iteration 41Q: 3 clusters Score -886385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -886388.562500 Penalty: 4269.994629
	Iteration 42Q: 3 clusters Score -886388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -886392.437500 Penalty: 4269.994629
	Iteration 43Q: 3 clusters Score -886392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -886391.625000 Penalty: 4269.994629
	Iteration 44Q: 3 clusters Score -886391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -886391.062500 Penalty: 4269.994629
	Iteration 45Q: 3 clusters Score -886391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -886392.437500 Penalty: 4269.994629
	Iteration 46Q: 3 clusters Score -886392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -886392.687500 Penalty: 4269.994629
	Iteration 47Q: 3 clusters Score -886392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -886392.187500 Penalty: 4269.994629
	Iteration 48Q: 3 clusters Score -886392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -886391.500000 Penalty: 4269.994629
	Iteration 49Q: 3 clusters Score -886391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -886391.375000 Penalty: 4269.994629
	Iteration 50Q: 3 clusters Score -886391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -886391.375000 Penalty: 4269.994629
	Iteration 51F: 3 clusters Score -886391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 2839 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 2641 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263208.000000 Penalty: 193300.609375
Splitting cluster 11 changes total score from -117264232.000000 to -117263208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49053.542969 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49053.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49674.785156 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49674.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50018.460938 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -50018.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50136.589844 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -50136.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50195.589844 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -50195.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50241.863281 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50241.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50249.457031 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50249.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50264.207031 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50264.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50269.687500 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50269.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50269.687500 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -50269.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 106 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117262168.000000 Penalty: 193300.609375
Splitting cluster 12 changes total score from -117264232.000000 to -117262168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -545163.937500 Penalty: 2004.129028
	Iteration 0F: 2 clusters Score -545163.9 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 1609 members 
Entering Unmasked Estep 
Score: -541801.812500 Penalty: 4008.258057
	Iteration 0F: 3 clusters Score -541801.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -542726.625000 Penalty: 4008.258057
	Iteration 1F: 3 clusters Score -542726.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -543030.812500 Penalty: 4008.258057
	Iteration 2F: 3 clusters Score -543030.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -543191.437500 Penalty: 4008.258057
	Iteration 3F: 3 clusters Score -543191.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -543294.062500 Penalty: 4008.258057
	Iteration 4Q: 3 clusters Score -543294.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -543401.125000 Penalty: 4008.258057
	Iteration 5Q: 3 clusters Score -543401.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -543512.562500 Penalty: 4008.258057
	Iteration 6Q: 3 clusters Score -543512.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -543635.375000 Penalty: 4008.258057
	Iteration 7Q: 3 clusters Score -543635.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -543721.875000 Penalty: 4008.258057
	Iteration 8Q: 3 clusters Score -543721.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -543798.437500 Penalty: 4008.258057
	Iteration 9Q: 3 clusters Score -543798.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -543856.312500 Penalty: 4008.258057
	Iteration 10Q: 3 clusters Score -543856.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -543890.000000 Penalty: 4008.258057
	Iteration 11Q: 3 clusters Score -543890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -543910.812500 Penalty: 4008.258057
	Iteration 12Q: 3 clusters Score -543910.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -543932.875000 Penalty: 4008.258057
	Iteration 13Q: 3 clusters Score -543932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -543949.312500 Penalty: 4008.258057
	Iteration 14Q: 3 clusters Score -543949.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -543963.375000 Penalty: 4008.258057
	Iteration 15Q: 3 clusters Score -543963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -543980.437500 Penalty: 4008.258057
	Iteration 16Q: 3 clusters Score -543980.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -543994.687500 Penalty: 4008.258057
	Iteration 17Q: 3 clusters Score -543994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -543999.125000 Penalty: 4008.258057
	Iteration 18Q: 3 clusters Score -543999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -544006.125000 Penalty: 4008.258057
	Iteration 19Q: 3 clusters Score -544006.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -544014.500000 Penalty: 4008.258057
	Iteration 20F: 3 clusters Score -544014.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -544020.437500 Penalty: 4008.258057
	Iteration 21Q: 3 clusters Score -544020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -544026.500000 Penalty: 4008.258057
	Iteration 22Q: 3 clusters Score -544026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -544027.687500 Penalty: 4008.258057
	Iteration 23Q: 3 clusters Score -544027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -544029.125000 Penalty: 4008.258057
	Iteration 24Q: 3 clusters Score -544029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -544031.687500 Penalty: 4008.258057
	Iteration 25Q: 3 clusters Score -544031.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -544031.687500 Penalty: 4008.258057
	Iteration 26F: 3 clusters Score -544031.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -75157.382812 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -75157.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73765.664062 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -73765.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74053.359375 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -74053.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74207.437500 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -74207.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74313.414062 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -74313.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74426.429688 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -74426.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74517.554688 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -74517.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74567.296875 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -74567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74610.335938 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -74610.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74667.531250 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -74667.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74699.828125 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -74699.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74723.921875 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -74723.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74751.265625 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -74751.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74763.273438 Penalty: 3070.396484
	Iteration 12F: 3 clusters Score -74763.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74798.445312 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -74798.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74804.937500 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -74804.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74812.867188 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -74812.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74815.773438 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -74815.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74815.773438 Penalty: 3070.396484
	Iteration 17F: 3 clusters Score -74815.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -45769.171875 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -45769.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44537.023438 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -44537.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44989.566406 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -44989.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45141.726562 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -45141.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45187.273438 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -45187.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45206.433594 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -45206.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45216.730469 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -45216.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45216.730469 Penalty: 2927.706055
	Iteration 6F: 3 clusters Score -45216.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Entering Unmasked Estep 
Score: -2107533.250000 Penalty: 2329.958252
	Iteration 0F: 2 clusters Score -2107533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2098569.500000 Penalty: 4659.916504
	Iteration 0F: 3 clusters Score -2098570 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2101371.250000 Penalty: 4659.916504
	Iteration 1F: 3 clusters Score -2101371 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2101817.750000 Penalty: 4659.916504
	Iteration 2F: 3 clusters Score -2101818 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2102219.750000 Penalty: 4659.916504
	Iteration 3F: 3 clusters Score -2102220 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2102590.500000 Penalty: 4659.916504
	Iteration 4F: 3 clusters Score -2102590 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2102978.750000 Penalty: 4659.916504
	Iteration 5F: 3 clusters Score -2102979 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2103410.250000 Penalty: 4659.916504
	Iteration 6F: 3 clusters Score -2103410 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2103836.000000 Penalty: 4659.916504
	Iteration 7F: 3 clusters Score -2103836 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2104200.500000 Penalty: 4659.916504
	Iteration 8Q: 3 clusters Score -2104200 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2104508.750000 Penalty: 4659.916504
	Iteration 9Q: 3 clusters Score -2104509 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2104753.250000 Penalty: 4659.916504
	Iteration 10Q: 3 clusters Score -2104753 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2104970.750000 Penalty: 4659.916504
	Iteration 11Q: 3 clusters Score -2104971 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2105143.750000 Penalty: 4659.916504
	Iteration 12Q: 3 clusters Score -2105144 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2105259.000000 Penalty: 4659.916504
	Iteration 13Q: 3 clusters Score -2105259 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2105329.000000 Penalty: 4659.916504
	Iteration 14Q: 3 clusters Score -2105329 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2105373.500000 Penalty: 4659.916504
	Iteration 15Q: 3 clusters Score -2105374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2105412.750000 Penalty: 4659.916504
	Iteration 16Q: 3 clusters Score -2105413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2105453.500000 Penalty: 4659.916504
	Iteration 17Q: 3 clusters Score -2105454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2105470.500000 Penalty: 4659.916504
	Iteration 18Q: 3 clusters Score -2105470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2105487.750000 Penalty: 4659.916504
	Iteration 19Q: 3 clusters Score -2105488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2105507.750000 Penalty: 4659.916504
	Iteration 20F: 3 clusters Score -2105508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2105515.000000 Penalty: 4659.916504
	Iteration 21Q: 3 clusters Score -2105515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2105532.750000 Penalty: 4659.916504
	Iteration 22Q: 3 clusters Score -2105533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2105539.750000 Penalty: 4659.916504
	Iteration 23Q: 3 clusters Score -2105540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2105550.750000 Penalty: 4659.916504
	Iteration 24Q: 3 clusters Score -2105551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2105562.500000 Penalty: 4659.916504
	Iteration 25Q: 3 clusters Score -2105562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2105569.500000 Penalty: 4659.916504
	Iteration 26Q: 3 clusters Score -2105570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2105573.750000 Penalty: 4659.916504
	Iteration 27Q: 3 clusters Score -2105574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2105584.250000 Penalty: 4659.916504
	Iteration 28Q: 3 clusters Score -2105584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2105588.000000 Penalty: 4659.916504
	Iteration 29Q: 3 clusters Score -2105588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2105587.000000 Penalty: 4659.916504
	Iteration 30Q: 3 clusters Score -2105587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2105589.500000 Penalty: 4659.916504
	Iteration 31Q: 3 clusters Score -2105590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2105590.250000 Penalty: 4659.916504
	Iteration 32Q: 3 clusters Score -2105590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2105594.250000 Penalty: 4659.916504
	Iteration 33Q: 3 clusters Score -2105594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2105602.000000 Penalty: 4659.916504
	Iteration 34Q: 3 clusters Score -2105602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2105600.750000 Penalty: 4659.916504
	Iteration 35Q: 3 clusters Score -2105601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2105606.750000 Penalty: 4659.916504
	Iteration 36Q: 3 clusters Score -2105607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2105609.000000 Penalty: 4659.916504
	Iteration 37Q: 3 clusters Score -2105609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2105607.750000 Penalty: 4659.916504
	Iteration 38Q: 3 clusters Score -2105608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2105612.250000 Penalty: 4659.916504
	Iteration 39Q: 3 clusters Score -2105612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2105610.250000 Penalty: 4659.916504
	Iteration 40F: 3 clusters Score -2105610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2105618.750000 Penalty: 4659.916504
	Iteration 41Q: 3 clusters Score -2105619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2105618.500000 Penalty: 4659.916504
	Iteration 42Q: 3 clusters Score -2105618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2105619.250000 Penalty: 4659.916504
	Iteration 43Q: 3 clusters Score -2105619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2105621.250000 Penalty: 4659.916504
	Iteration 44Q: 3 clusters Score -2105621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2105621.250000 Penalty: 4659.916504
	Iteration 45F: 3 clusters Score -2105621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1538589.500000 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1538590 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 4453 members 
Entering Unmasked Estep 
Score: -1531706.000000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1531706 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1533600.750000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1533601 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1533839.375000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1533839 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1534030.375000 Penalty: 4502.776855
	Iteration 3Q: 3 clusters Score -1534030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1534257.250000 Penalty: 4502.776855
	Iteration 4Q: 3 clusters Score -1534257 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1534501.625000 Penalty: 4502.776855
	Iteration 5Q: 3 clusters Score -1534502 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1534740.250000 Penalty: 4502.776855
	Iteration 6Q: 3 clusters Score -1534740 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1534968.125000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1534968 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1535190.875000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1535191 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1535410.000000 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1535410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1535618.625000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1535619 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1535805.875000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1535806 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1535948.875000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1535949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1536071.875000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1536072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1536153.500000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1536154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1536224.500000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1536224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1536284.500000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1536284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1536328.375000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1536328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1536357.375000 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1536357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1536376.875000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1536377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1536387.375000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1536387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1536396.875000 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1536397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1536403.500000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1536404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1536405.000000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1536405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1536414.250000 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1536414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1536415.875000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1536416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1536415.500000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1536416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1536419.875000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1536420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1536425.125000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1536425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1536427.875000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1536428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1536431.625000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1536432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1536434.500000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1536434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1536441.250000 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1536441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1536442.625000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1536443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1536441.375000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1536441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1536443.125000 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1536443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1536451.625000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1536452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1536452.125000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1536452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1536452.625000 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1536453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1536452.125000 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1536452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1536456.000000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1536456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1536458.875000 Penalty: 4502.776855
	Iteration 41Q: 3 clusters Score -1536459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1536459.875000 Penalty: 4502.776855
	Iteration 42Q: 3 clusters Score -1536460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1536462.875000 Penalty: 4502.776855
	Iteration 43Q: 3 clusters Score -1536463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1536461.625000 Penalty: 4502.776855
	Iteration 44Q: 3 clusters Score -1536462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1536460.250000 Penalty: 4502.776855
	Iteration 45Q: 3 clusters Score -1536460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1536461.375000 Penalty: 4502.776855
	Iteration 46Q: 3 clusters Score -1536461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1536464.250000 Penalty: 4502.776855
	Iteration 47Q: 3 clusters Score -1536464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1536467.500000 Penalty: 4502.776855
	Iteration 48Q: 3 clusters Score -1536468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1536469.875000 Penalty: 4502.776855
	Iteration 49Q: 3 clusters Score -1536470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1536469.375000 Penalty: 4502.776855
	Iteration 50Q: 3 clusters Score -1536469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1536472.625000 Penalty: 4502.776855
	Iteration 51Q: 3 clusters Score -1536473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1536475.375000 Penalty: 4502.776855
	Iteration 52Q: 3 clusters Score -1536475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1536471.750000 Penalty: 4502.776855
	Iteration 53Q: 3 clusters Score -1536472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1536473.375000 Penalty: 4502.776855
	Iteration 54Q: 3 clusters Score -1536473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1536474.125000 Penalty: 4502.776855
	Iteration 55Q: 3 clusters Score -1536474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1536475.250000 Penalty: 4502.776855
	Iteration 56Q: 3 clusters Score -1536475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1536473.750000 Penalty: 4502.776855
	Iteration 57Q: 3 clusters Score -1536474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1536475.750000 Penalty: 4502.776855
	Iteration 58Q: 3 clusters Score -1536476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1536473.000000 Penalty: 4502.776855
	Iteration 59Q: 3 clusters Score -1536473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1536473.000000 Penalty: 4502.776855
	Iteration 60F: 3 clusters Score -1536473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -1971871.750000 Penalty: 2314.430664
	Iteration 0F: 2 clusters Score -1971872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1963472.250000 Penalty: 4628.861328
	Iteration 0F: 3 clusters Score -1963472 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1966244.625000 Penalty: 4628.861328
	Iteration 1F: 3 clusters Score -1966245 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1966851.125000 Penalty: 4628.861328
	Iteration 2F: 3 clusters Score -1966851 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1967579.250000 Penalty: 4628.861328
	Iteration 3F: 3 clusters Score -1967579 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1968527.375000 Penalty: 4628.861328
	Iteration 4F: 3 clusters Score -1968527 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1969777.125000 Penalty: 4628.861328
	Iteration 5F: 3 clusters Score -1969777 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1970817.750000 Penalty: 4628.861328
	Iteration 6F: 3 clusters Score -1970818 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1971422.500000 Penalty: 4628.861328
	Iteration 7F: 3 clusters Score -1971422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1971768.875000 Penalty: 4628.861328
	Iteration 8Q: 3 clusters Score -1971769 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1971978.000000 Penalty: 4628.861328
	Iteration 9Q: 3 clusters Score -1971978 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1972089.250000 Penalty: 4628.861328
	Iteration 10Q: 3 clusters Score -1972089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1972162.250000 Penalty: 4628.861328
	Iteration 11Q: 3 clusters Score -1972162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1972207.125000 Penalty: 4628.861328
	Iteration 12Q: 3 clusters Score -1972207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1972239.250000 Penalty: 4628.861328
	Iteration 13Q: 3 clusters Score -1972239 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1972274.625000 Penalty: 4628.861328
	Iteration 14Q: 3 clusters Score -1972275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1972300.375000 Penalty: 4628.861328
	Iteration 15Q: 3 clusters Score -1972300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1972327.750000 Penalty: 4628.861328
	Iteration 16Q: 3 clusters Score -1972328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1972344.000000 Penalty: 4628.861328
	Iteration 17Q: 3 clusters Score -1972344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1972364.000000 Penalty: 4628.861328
	Iteration 18Q: 3 clusters Score -1972364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1972382.750000 Penalty: 4628.861328
	Iteration 19Q: 3 clusters Score -1972383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1972395.500000 Penalty: 4628.861328
	Iteration 20F: 3 clusters Score -1972396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1972410.500000 Penalty: 4628.861328
	Iteration 21Q: 3 clusters Score -1972410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1972425.875000 Penalty: 4628.861328
	Iteration 22Q: 3 clusters Score -1972426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1972426.625000 Penalty: 4628.861328
	Iteration 23Q: 3 clusters Score -1972427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1972430.250000 Penalty: 4628.861328
	Iteration 24Q: 3 clusters Score -1972430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1972434.125000 Penalty: 4628.861328
	Iteration 25Q: 3 clusters Score -1972434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1972437.750000 Penalty: 4628.861328
	Iteration 26Q: 3 clusters Score -1972438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1972435.125000 Penalty: 4628.861328
	Iteration 27Q: 3 clusters Score -1972435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1972438.500000 Penalty: 4628.861328
	Iteration 28Q: 3 clusters Score -1972438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1972437.750000 Penalty: 4628.861328
	Iteration 29Q: 3 clusters Score -1972438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1972441.625000 Penalty: 4628.861328
	Iteration 30Q: 3 clusters Score -1972442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1972443.875000 Penalty: 4628.861328
	Iteration 31Q: 3 clusters Score -1972444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1972440.500000 Penalty: 4628.861328
	Iteration 32Q: 3 clusters Score -1972440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1972439.625000 Penalty: 4628.861328
	Iteration 33Q: 3 clusters Score -1972440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1972439.625000 Penalty: 4628.861328
	Iteration 34F: 3 clusters Score -1972440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 6097 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263208.000000 Penalty: 193300.609375
Splitting cluster 18 changes total score from -117264232.000000 to -117263208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (40066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Entering Unmasked Estep 
Score: -6763114.500000 Penalty: 2628.374268
	Iteration 0F: 2 clusters Score -6763114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6736668.500000 Penalty: 5256.748535
	Iteration 0F: 3 clusters Score -6736668 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -6747382.000000 Penalty: 5256.748535
	Iteration 1F: 3 clusters Score -6747382 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6748479.000000 Penalty: 5256.748535
	Iteration 2F: 3 clusters Score -6748479 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6749481.000000 Penalty: 5256.748535
	Iteration 3F: 3 clusters Score -6749481 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6750498.000000 Penalty: 5256.748535
	Iteration 4F: 3 clusters Score -6750498 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -6751422.500000 Penalty: 5256.748535
	Iteration 5F: 3 clusters Score -6751422 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -6752275.500000 Penalty: 5256.748535
	Iteration 6Q: 3 clusters Score -6752276 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6753089.500000 Penalty: 5256.748535
	Iteration 7Q: 3 clusters Score -6753090 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6753859.000000 Penalty: 5256.748535
	Iteration 8Q: 3 clusters Score -6753859 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6754572.000000 Penalty: 5256.748535
	Iteration 9Q: 3 clusters Score -6754572 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -6755297.500000 Penalty: 5256.748535
	Iteration 10Q: 3 clusters Score -6755298 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6755986.000000 Penalty: 5256.748535
	Iteration 11Q: 3 clusters Score -6755986 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6756685.500000 Penalty: 5256.748535
	Iteration 12Q: 3 clusters Score -6756686 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -6757377.000000 Penalty: 5256.748535
	Iteration 13Q: 3 clusters Score -6757377 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -6758086.500000 Penalty: 5256.748535
	Iteration 14Q: 3 clusters Score -6758086 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -6758681.500000 Penalty: 5256.748535
	Iteration 15Q: 3 clusters Score -6758682 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6759207.500000 Penalty: 5256.748535
	Iteration 16Q: 3 clusters Score -6759208 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -6759676.000000 Penalty: 5256.748535
	Iteration 17Q: 3 clusters Score -6759676 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -6760105.000000 Penalty: 5256.748535
	Iteration 18Q: 3 clusters Score -6760105 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -6760405.000000 Penalty: 5256.748535
	Iteration 19Q: 3 clusters Score -6760405 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -6760650.500000 Penalty: 5256.748535
	Iteration 20F: 3 clusters Score -6760650 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6760836.500000 Penalty: 5256.748535
	Iteration 21Q: 3 clusters Score -6760836 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -6761021.500000 Penalty: 5256.748535
	Iteration 22Q: 3 clusters Score -6761022 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6761105.500000 Penalty: 5256.748535
	Iteration 23Q: 3 clusters Score -6761106 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -6761203.000000 Penalty: 5256.748535
	Iteration 24Q: 3 clusters Score -6761203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -6761263.000000 Penalty: 5256.748535
	Iteration 25Q: 3 clusters Score -6761263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6761323.500000 Penalty: 5256.748535
	Iteration 26Q: 3 clusters Score -6761324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -6761358.500000 Penalty: 5256.748535
	Iteration 27Q: 3 clusters Score -6761358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -6761368.500000 Penalty: 5256.748535
	Iteration 28Q: 3 clusters Score -6761368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6761379.000000 Penalty: 5256.748535
	Iteration 29Q: 3 clusters Score -6761379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -6761395.500000 Penalty: 5256.748535
	Iteration 30Q: 3 clusters Score -6761396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -6761424.000000 Penalty: 5256.748535
	Iteration 31Q: 3 clusters Score -6761424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -6761430.000000 Penalty: 5256.748535
	Iteration 32Q: 3 clusters Score -6761430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6761456.500000 Penalty: 5256.748535
	Iteration 33Q: 3 clusters Score -6761456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6761470.500000 Penalty: 5256.748535
	Iteration 34Q: 3 clusters Score -6761470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -6761469.000000 Penalty: 5256.748535
	Iteration 35Q: 3 clusters Score -6761469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6761475.000000 Penalty: 5256.748535
	Iteration 36Q: 3 clusters Score -6761475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -6761477.000000 Penalty: 5256.748535
	Iteration 37Q: 3 clusters Score -6761477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6761472.500000 Penalty: 5256.748535
	Iteration 38Q: 3 clusters Score -6761472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -6761470.000000 Penalty: 5256.748535
	Iteration 39Q: 3 clusters Score -6761470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -6761479.000000 Penalty: 5256.748535
	Iteration 40F: 3 clusters Score -6761479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -6761474.500000 Penalty: 5256.748535
	Iteration 41Q: 3 clusters Score -6761474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6761478.000000 Penalty: 5256.748535
	Iteration 42Q: 3 clusters Score -6761478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -6761477.000000 Penalty: 5256.748535
	Iteration 43Q: 3 clusters Score -6761477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -6761478.000000 Penalty: 5256.748535
	Iteration 44Q: 3 clusters Score -6761478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6761480.000000 Penalty: 5256.748535
	Iteration 45Q: 3 clusters Score -6761480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -6761471.500000 Penalty: 5256.748535
	Iteration 46Q: 3 clusters Score -6761472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6761477.500000 Penalty: 5256.748535
	Iteration 47Q: 3 clusters Score -6761478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -6761483.500000 Penalty: 5256.748535
	Iteration 48Q: 3 clusters Score -6761484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -6761497.000000 Penalty: 5256.748535
	Iteration 49Q: 3 clusters Score -6761497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6761498.500000 Penalty: 5256.748535
	Iteration 50Q: 3 clusters Score -6761498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -6761495.000000 Penalty: 5256.748535
	Iteration 51Q: 3 clusters Score -6761495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -6761509.000000 Penalty: 5256.748535
	Iteration 52Q: 3 clusters Score -6761509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -6761524.000000 Penalty: 5256.748535
	Iteration 53Q: 3 clusters Score -6761524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6761523.000000 Penalty: 5256.748535
	Iteration 54Q: 3 clusters Score -6761523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -6761509.000000 Penalty: 5256.748535
	Iteration 55Q: 3 clusters Score -6761509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6761520.500000 Penalty: 5256.748535
	Iteration 56Q: 3 clusters Score -6761520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6761526.000000 Penalty: 5256.748535
	Iteration 57Q: 3 clusters Score -6761526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -6761517.500000 Penalty: 5256.748535
	Iteration 58Q: 3 clusters Score -6761518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -6761517.500000 Penalty: 5256.748535
	Iteration 59F: 3 clusters Score -6761518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Entering Unmasked Estep 
Score: -8740418.000000 Penalty: 2687.422363
	Iteration 0F: 2 clusters Score -8740418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8709409.000000 Penalty: 5374.844727
	Iteration 0F: 3 clusters Score -8709409 nChanged 23407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -8723025.000000 Penalty: 5374.844727
	Iteration 1F: 3 clusters Score -8723025 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -8724263.000000 Penalty: 5374.844727
	Iteration 2F: 3 clusters Score -8724263 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8725832.000000 Penalty: 5374.844727
	Iteration 3F: 3 clusters Score -8725832 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -8727423.000000 Penalty: 5374.844727
	Iteration 4F: 3 clusters Score -8727423 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8729101.000000 Penalty: 5374.844727
	Iteration 5F: 3 clusters Score -8729101 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8730655.000000 Penalty: 5374.844727
	Iteration 6F: 3 clusters Score -8730655 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8731869 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8732819 nChanged 1755
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8733420 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8733968 nChanged 1269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8734364 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8734806 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -8735231.000000 Penalty: 5374.844727
	Iteration 13Q: 3 clusters Score -8735231 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8735656 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8736096 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8736510 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8736892 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8737202 nChanged 801
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -8737431.000000 Penalty: 5374.844727
	Iteration 19Q: 3 clusters Score -8737431 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -8737548.000000 Penalty: 5374.844727
	Iteration 20F: 3 clusters Score -8737548 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8737683 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -8737825.000000 Penalty: 5374.844727
	Iteration 22Q: 3 clusters Score -8737825 nChanged 470
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Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8737895 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8737989 nChanged 381
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Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8738045 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8738082 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -8738110.000000 Penalty: 5374.844727
	Iteration 27Q: 3 clusters Score -8738110 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -8738085.000000 Penalty: 5374.844727
	Iteration 28Q: 3 clusters Score -8738085 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -8738126.000000 Penalty: 5374.844727
	Iteration 29Q: 3 clusters Score -8738126 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8738129 nChanged 218
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Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -8738158.000000 Penalty: 5374.844727
	Iteration 31Q: 3 clusters Score -8738158 nChanged 201
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Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -8738141.000000 Penalty: 5374.844727
	Iteration 32Q: 3 clusters Score -8738141 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -8738166.000000 Penalty: 5374.844727
	Iteration 33Q: 3 clusters Score -8738166 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -8738139.000000 Penalty: 5374.844727
	Iteration 34Q: 3 clusters Score -8738139 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8738162.000000 Penalty: 5374.844727
	Iteration 35Q: 3 clusters Score -8738162 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8738178 nChanged 192
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Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8738191 nChanged 190
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Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -8738218.000000 Penalty: 5374.844727
	Iteration 38Q: 3 clusters Score -8738218 nChanged 172
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Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8738252 nChanged 202
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Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8738275 nChanged 192
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Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8738313 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8738339 nChanged 167
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Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8738350 nChanged 151
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Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8738361 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8738357 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8738392 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -8738405.000000 Penalty: 5374.844727
	Iteration 47Q: 3 clusters Score -8738405 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8738405 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -8738415.000000 Penalty: 5374.844727
	Iteration 49Q: 3 clusters Score -8738415 nChanged 75
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Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8738410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -8738428.000000 Penalty: 5374.844727
	Iteration 51Q: 3 clusters Score -8738428 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8738447 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8738439.000000 Penalty: 5374.844727
	Iteration 53Q: 3 clusters Score -8738439 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8738456 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8738460 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8738455 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8738469 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8738482 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8738482 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -8738498.000000 Penalty: 5374.844727
	Iteration 60F: 3 clusters Score -8738498 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -8738490.000000 Penalty: 5374.844727
	Iteration 61Q: 3 clusters Score -8738490 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -8738481.000000 Penalty: 5374.844727
	Iteration 62Q: 3 clusters Score -8738481 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8738502 nChanged 77
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Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8738509 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8738518.000000 Penalty: 5374.844727
	Iteration 65Q: 3 clusters Score -8738518 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8738521.000000 Penalty: 5374.844727
	Iteration 66Q: 3 clusters Score -8738521 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8738520 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8738534 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8738550 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8738563 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8738581 nChanged 67
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Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8738567 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8738584.000000 Penalty: 5374.844727
	Iteration 73Q: 3 clusters Score -8738584 nChanged 65
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Mstep: Class 1 contains 43616 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8738604 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8738627 nChanged 76
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Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8738644 nChanged 79
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Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8738665 nChanged 95
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Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8738700 nChanged 86
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Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8738733 nChanged 104
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Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8738773 nChanged 103
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Mstep: Class 1 contains 44157 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8738802 nChanged 95
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8738811 nChanged 87
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8738819 nChanged 97
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8738838 nChanged 94
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8738843 nChanged 94
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8738867 nChanged 92
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Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8738898 nChanged 80
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Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8738916 nChanged 65
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8738929 nChanged 62
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Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8738932 nChanged 64
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8738965 nChanged 54
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Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8738978 nChanged 60
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Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8738981 nChanged 69
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8738978 nChanged 85
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8739013 nChanged 88
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8739031 nChanged 75
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8739029 nChanged 66
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8739034 nChanged 78
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8739041 nChanged 75
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8739070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8739065.000000 Penalty: 5374.844727
	Iteration 101Q: 3 clusters Score -8739065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -8739090.000000 Penalty: 5374.844727
	Iteration 102Q: 3 clusters Score -8739090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8739097.000000 Penalty: 5374.844727
	Iteration 103Q: 3 clusters Score -8739097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8739108.000000 Penalty: 5374.844727
	Iteration 104Q: 3 clusters Score -8739108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -8739082.000000 Penalty: 5374.844727
	Iteration 105Q: 3 clusters Score -8739082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8739084.000000 Penalty: 5374.844727
	Iteration 106Q: 3 clusters Score -8739084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8739099.000000 Penalty: 5374.844727
	Iteration 107Q: 3 clusters Score -8739099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -8739095.000000 Penalty: 5374.844727
	Iteration 108Q: 3 clusters Score -8739095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -8739091.000000 Penalty: 5374.844727
	Iteration 109Q: 3 clusters Score -8739091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8739088.000000 Penalty: 5374.844727
	Iteration 110Q: 3 clusters Score -8739088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8739099.000000 Penalty: 5374.844727
	Iteration 111Q: 3 clusters Score -8739099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8739101.000000 Penalty: 5374.844727
	Iteration 112Q: 3 clusters Score -8739101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8739101.000000 Penalty: 5374.844727
	Iteration 113Q: 3 clusters Score -8739101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8739094.000000 Penalty: 5374.844727
	Iteration 114Q: 3 clusters Score -8739094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -8739098.000000 Penalty: 5374.844727
	Iteration 115Q: 3 clusters Score -8739098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8739095.000000 Penalty: 5374.844727
	Iteration 116Q: 3 clusters Score -8739095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8739103.000000 Penalty: 5374.844727
	Iteration 117Q: 3 clusters Score -8739103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8739100.000000 Penalty: 5374.844727
	Iteration 118Q: 3 clusters Score -8739100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8739094.000000 Penalty: 5374.844727
	Iteration 119Q: 3 clusters Score -8739094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -8739085.000000 Penalty: 5374.844727
	Iteration 120F: 3 clusters Score -8739085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8739091.000000 Penalty: 5374.844727
	Iteration 121Q: 3 clusters Score -8739091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -8739092.000000 Penalty: 5374.844727
	Iteration 122Q: 3 clusters Score -8739092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8739097.000000 Penalty: 5374.844727
	Iteration 123Q: 3 clusters Score -8739097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8739097.000000 Penalty: 5374.844727
	Iteration 124F: 3 clusters Score -8739097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Entering Unmasked Estep 
Score: -5201907.500000 Penalty: 2548.537354
	Iteration 0F: 2 clusters Score -5201908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -5181949.500000 Penalty: 5097.074707
	Iteration 0F: 3 clusters Score -5181950 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5188905.500000 Penalty: 5097.074707
	Iteration 1F: 3 clusters Score -5188906 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5189374.000000 Penalty: 5097.074707
	Iteration 2F: 3 clusters Score -5189374 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5189890.000000 Penalty: 5097.074707
	Iteration 3Q: 3 clusters Score -5189890 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5190528.000000 Penalty: 5097.074707
	Iteration 4Q: 3 clusters Score -5190528 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5191382.000000 Penalty: 5097.074707
	Iteration 5F: 3 clusters Score -5191382 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5192600.500000 Penalty: 5097.074707
	Iteration 6F: 3 clusters Score -5192600 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -5194168.000000 Penalty: 5097.074707
	Iteration 7F: 3 clusters Score -5194168 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5195697.000000 Penalty: 5097.074707
	Iteration 8F: 3 clusters Score -5195697 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5197008.000000 Penalty: 5097.074707
	Iteration 9F: 3 clusters Score -5197008 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5197935.500000 Penalty: 5097.074707
	Iteration 10Q: 3 clusters Score -5197936 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -5198589.000000 Penalty: 5097.074707
	Iteration 11Q: 3 clusters Score -5198589 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5198971.500000 Penalty: 5097.074707
	Iteration 12Q: 3 clusters Score -5198972 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5199175.500000 Penalty: 5097.074707
	Iteration 13Q: 3 clusters Score -5199176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -5199312.000000 Penalty: 5097.074707
	Iteration 14Q: 3 clusters Score -5199312 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5199397.000000 Penalty: 5097.074707
	Iteration 15Q: 3 clusters Score -5199397 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5199473.500000 Penalty: 5097.074707
	Iteration 16Q: 3 clusters Score -5199474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5199522.500000 Penalty: 5097.074707
	Iteration 17Q: 3 clusters Score -5199522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5199569.000000 Penalty: 5097.074707
	Iteration 18Q: 3 clusters Score -5199569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -5199581.500000 Penalty: 5097.074707
	Iteration 19Q: 3 clusters Score -5199582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -5199604.000000 Penalty: 5097.074707
	Iteration 20F: 3 clusters Score -5199604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5199628.000000 Penalty: 5097.074707
	Iteration 21Q: 3 clusters Score -5199628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5199638.500000 Penalty: 5097.074707
	Iteration 22Q: 3 clusters Score -5199638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5199659.000000 Penalty: 5097.074707
	Iteration 23Q: 3 clusters Score -5199659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5199677.000000 Penalty: 5097.074707
	Iteration 24Q: 3 clusters Score -5199677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5199681.500000 Penalty: 5097.074707
	Iteration 25Q: 3 clusters Score -5199682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5199691.000000 Penalty: 5097.074707
	Iteration 26Q: 3 clusters Score -5199691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5199698.000000 Penalty: 5097.074707
	Iteration 27Q: 3 clusters Score -5199698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5199701.500000 Penalty: 5097.074707
	Iteration 28Q: 3 clusters Score -5199702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5199707.000000 Penalty: 5097.074707
	Iteration 29Q: 3 clusters Score -5199707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5199736.000000 Penalty: 5097.074707
	Iteration 30Q: 3 clusters Score -5199736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -5199736.500000 Penalty: 5097.074707
	Iteration 31Q: 3 clusters Score -5199736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -5199748.500000 Penalty: 5097.074707
	Iteration 32Q: 3 clusters Score -5199748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5199768.000000 Penalty: 5097.074707
	Iteration 33Q: 3 clusters Score -5199768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -5199781.500000 Penalty: 5097.074707
	Iteration 34Q: 3 clusters Score -5199782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -5199780.500000 Penalty: 5097.074707
	Iteration 35Q: 3 clusters Score -5199780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5199782.000000 Penalty: 5097.074707
	Iteration 36Q: 3 clusters Score -5199782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5199794.000000 Penalty: 5097.074707
	Iteration 37Q: 3 clusters Score -5199794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5199793.500000 Penalty: 5097.074707
	Iteration 38Q: 3 clusters Score -5199794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5199800.000000 Penalty: 5097.074707
	Iteration 39Q: 3 clusters Score -5199800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5199796.500000 Penalty: 5097.074707
	Iteration 40F: 3 clusters Score -5199796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5199804.000000 Penalty: 5097.074707
	Iteration 41Q: 3 clusters Score -5199804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5199803.000000 Penalty: 5097.074707
	Iteration 42Q: 3 clusters Score -5199803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5199809.000000 Penalty: 5097.074707
	Iteration 43Q: 3 clusters Score -5199809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5199816.500000 Penalty: 5097.074707
	Iteration 44Q: 3 clusters Score -5199816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5199818.000000 Penalty: 5097.074707
	Iteration 45Q: 3 clusters Score -5199818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5199821.000000 Penalty: 5097.074707
	Iteration 46Q: 3 clusters Score -5199821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -5199828.000000 Penalty: 5097.074707
	Iteration 47Q: 3 clusters Score -5199828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5199827.500000 Penalty: 5097.074707
	Iteration 48Q: 3 clusters Score -5199828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -5199829.000000 Penalty: 5097.074707
	Iteration 49Q: 3 clusters Score -5199829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5199833.000000 Penalty: 5097.074707
	Iteration 50Q: 3 clusters Score -5199833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -5199833.500000 Penalty: 5097.074707
	Iteration 51Q: 3 clusters Score -5199834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -5199833.500000 Penalty: 5097.074707
	Iteration 52F: 3 clusters Score -5199834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Entering Unmasked Estep 
Score: -6368286.000000 Penalty: 2595.931396
	Iteration 0F: 2 clusters Score -6368286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6345434.500000 Penalty: 5191.862793
	Iteration 0F: 3 clusters Score -6345434 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -6354188.000000 Penalty: 5191.862793
	Iteration 1F: 3 clusters Score -6354188 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -6354807.500000 Penalty: 5191.862793
	Iteration 2Q: 3 clusters Score -6354808 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -6355324.500000 Penalty: 5191.862793
	Iteration 3Q: 3 clusters Score -6355324 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -6355978.000000 Penalty: 5191.862793
	Iteration 4Q: 3 clusters Score -6355978 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6356828.000000 Penalty: 5191.862793
	Iteration 5Q: 3 clusters Score -6356828 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6357939.000000 Penalty: 5191.862793
	Iteration 6F: 3 clusters Score -6357939 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6359327.500000 Penalty: 5191.862793
	Iteration 7F: 3 clusters Score -6359328 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6360964.000000 Penalty: 5191.862793
	Iteration 8F: 3 clusters Score -6360964 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -6362618.500000 Penalty: 5191.862793
	Iteration 9F: 3 clusters Score -6362618 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6364002.500000 Penalty: 5191.862793
	Iteration 10Q: 3 clusters Score -6364002 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6364991.500000 Penalty: 5191.862793
	Iteration 11Q: 3 clusters Score -6364992 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6365521.000000 Penalty: 5191.862793
	Iteration 12Q: 3 clusters Score -6365521 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6365814.500000 Penalty: 5191.862793
	Iteration 13Q: 3 clusters Score -6365814 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6365988.000000 Penalty: 5191.862793
	Iteration 14Q: 3 clusters Score -6365988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6366114.500000 Penalty: 5191.862793
	Iteration 15Q: 3 clusters Score -6366114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6366205.000000 Penalty: 5191.862793
	Iteration 16Q: 3 clusters Score -6366205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6366291.500000 Penalty: 5191.862793
	Iteration 17Q: 3 clusters Score -6366292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6366335.000000 Penalty: 5191.862793
	Iteration 18Q: 3 clusters Score -6366335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6366350.500000 Penalty: 5191.862793
	Iteration 19Q: 3 clusters Score -6366350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6366355.500000 Penalty: 5191.862793
	Iteration 20F: 3 clusters Score -6366356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6366367.000000 Penalty: 5191.862793
	Iteration 21Q: 3 clusters Score -6366367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6366385.000000 Penalty: 5191.862793
	Iteration 22Q: 3 clusters Score -6366385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6366393.000000 Penalty: 5191.862793
	Iteration 23Q: 3 clusters Score -6366393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6366401.500000 Penalty: 5191.862793
	Iteration 24Q: 3 clusters Score -6366402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6366403.500000 Penalty: 5191.862793
	Iteration 25Q: 3 clusters Score -6366404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6366411.500000 Penalty: 5191.862793
	Iteration 26Q: 3 clusters Score -6366412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6366414.000000 Penalty: 5191.862793
	Iteration 27Q: 3 clusters Score -6366414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6366415.000000 Penalty: 5191.862793
	Iteration 28Q: 3 clusters Score -6366415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6366425.000000 Penalty: 5191.862793
	Iteration 29Q: 3 clusters Score -6366425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6366432.000000 Penalty: 5191.862793
	Iteration 30Q: 3 clusters Score -6366432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6366439.500000 Penalty: 5191.862793
	Iteration 31Q: 3 clusters Score -6366440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6366445.500000 Penalty: 5191.862793
	Iteration 32Q: 3 clusters Score -6366446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6366433.000000 Penalty: 5191.862793
	Iteration 33Q: 3 clusters Score -6366433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6366445.000000 Penalty: 5191.862793
	Iteration 34Q: 3 clusters Score -6366445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6366451.500000 Penalty: 5191.862793
	Iteration 35Q: 3 clusters Score -6366452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6366448.500000 Penalty: 5191.862793
	Iteration 36Q: 3 clusters Score -6366448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6366453.500000 Penalty: 5191.862793
	Iteration 37Q: 3 clusters Score -6366454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6366453.500000 Penalty: 5191.862793
	Iteration 38F: 3 clusters Score -6366454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -500109.218750 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -500109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -496781.562500 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -496781.6 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -497671.031250 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -497671 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -498017.968750 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -498018 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -498310.125000 Penalty: 3997.557861
	Iteration 3F: 3 clusters Score -498310.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498528.812500 Penalty: 3997.557861
	Iteration 4F: 3 clusters Score -498528.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -498731.000000 Penalty: 3997.557861
	Iteration 5Q: 3 clusters Score -498731 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -498914.750000 Penalty: 3997.557861
	Iteration 6Q: 3 clusters Score -498914.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -499122.781250 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -499122.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -499291.687500 Penalty: 3997.557861
	Iteration 8Q: 3 clusters Score -499291.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -499422.937500 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -499422.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -499512.218750 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -499512.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -499566.375000 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -499566.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -499598.093750 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -499598.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -499616.281250 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -499616.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -499628.093750 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -499628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -499636.062500 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -499636.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499643.250000 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -499643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -499650.031250 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -499650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499656.812500 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -499656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -499663.406250 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -499663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -499667.687500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -499667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -499671.062500 Penalty: 3997.557861
	Iteration 21Q: 3 clusters Score -499671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -499671.406250 Penalty: 3997.557861
	Iteration 22Q: 3 clusters Score -499671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -499672.906250 Penalty: 3997.557861
	Iteration 23Q: 3 clusters Score -499672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -499672.906250 Penalty: 3997.557861
	Iteration 24F: 3 clusters Score -499672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Entering Unmasked Estep 
Score: -6393761.500000 Penalty: 2608.121094
	Iteration 0F: 2 clusters Score -6393762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -6369134.500000 Penalty: 5216.242188
	Iteration 0F: 3 clusters Score -6369134 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -6378458.000000 Penalty: 5216.242188
	Iteration 1F: 3 clusters Score -6378458 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -6378984.500000 Penalty: 5216.242188
	Iteration 2Q: 3 clusters Score -6378984 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -6379423.500000 Penalty: 5216.242188
	Iteration 3Q: 3 clusters Score -6379424 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6379886.500000 Penalty: 5216.242188
	Iteration 4Q: 3 clusters Score -6379886 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -6380316.500000 Penalty: 5216.242188
	Iteration 5Q: 3 clusters Score -6380316 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6380827.500000 Penalty: 5216.242188
	Iteration 6Q: 3 clusters Score -6380828 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -6381352.500000 Penalty: 5216.242188
	Iteration 7Q: 3 clusters Score -6381352 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -6381932.500000 Penalty: 5216.242188
	Iteration 8Q: 3 clusters Score -6381932 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6382619.500000 Penalty: 5216.242188
	Iteration 9Q: 3 clusters Score -6382620 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6383421.000000 Penalty: 5216.242188
	Iteration 10Q: 3 clusters Score -6383421 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6384289.000000 Penalty: 5216.242188
	Iteration 11Q: 3 clusters Score -6384289 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6385208.500000 Penalty: 5216.242188
	Iteration 12Q: 3 clusters Score -6385208 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -6386089.000000 Penalty: 5216.242188
	Iteration 13Q: 3 clusters Score -6386089 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6386801.000000 Penalty: 5216.242188
	Iteration 14Q: 3 clusters Score -6386801 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -6387434.500000 Penalty: 5216.242188
	Iteration 15Q: 3 clusters Score -6387434 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6387917.000000 Penalty: 5216.242188
	Iteration 16Q: 3 clusters Score -6387917 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6388385.000000 Penalty: 5216.242188
	Iteration 17Q: 3 clusters Score -6388385 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -6388777.000000 Penalty: 5216.242188
	Iteration 18Q: 3 clusters Score -6388777 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -6389088.500000 Penalty: 5216.242188
	Iteration 19Q: 3 clusters Score -6389088 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -6389357.500000 Penalty: 5216.242188
	Iteration 20F: 3 clusters Score -6389358 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -6389602.000000 Penalty: 5216.242188
	Iteration 21Q: 3 clusters Score -6389602 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6389832.500000 Penalty: 5216.242188
	Iteration 22Q: 3 clusters Score -6389832 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6390118.500000 Penalty: 5216.242188
	Iteration 23Q: 3 clusters Score -6390118 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6390361.500000 Penalty: 5216.242188
	Iteration 24Q: 3 clusters Score -6390362 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -6390583.500000 Penalty: 5216.242188
	Iteration 25Q: 3 clusters Score -6390584 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6390745.000000 Penalty: 5216.242188
	Iteration 26Q: 3 clusters Score -6390745 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6390875.500000 Penalty: 5216.242188
	Iteration 27Q: 3 clusters Score -6390876 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6391056.000000 Penalty: 5216.242188
	Iteration 28Q: 3 clusters Score -6391056 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6391193.500000 Penalty: 5216.242188
	Iteration 29Q: 3 clusters Score -6391194 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6391309.500000 Penalty: 5216.242188
	Iteration 30Q: 3 clusters Score -6391310 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -6391395.500000 Penalty: 5216.242188
	Iteration 31Q: 3 clusters Score -6391396 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6391476.000000 Penalty: 5216.242188
	Iteration 32Q: 3 clusters Score -6391476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -6391545.000000 Penalty: 5216.242188
	Iteration 33Q: 3 clusters Score -6391545 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -6391609.000000 Penalty: 5216.242188
	Iteration 34Q: 3 clusters Score -6391609 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -6391644.000000 Penalty: 5216.242188
	Iteration 35Q: 3 clusters Score -6391644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6391693.000000 Penalty: 5216.242188
	Iteration 36Q: 3 clusters Score -6391693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6391715.000000 Penalty: 5216.242188
	Iteration 37Q: 3 clusters Score -6391715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -6391721.500000 Penalty: 5216.242188
	Iteration 38Q: 3 clusters Score -6391722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6391742.500000 Penalty: 5216.242188
	Iteration 39Q: 3 clusters Score -6391742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -6391727.000000 Penalty: 5216.242188
	Iteration 40F: 3 clusters Score -6391727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6391757.000000 Penalty: 5216.242188
	Iteration 41Q: 3 clusters Score -6391757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -6391767.000000 Penalty: 5216.242188
	Iteration 42Q: 3 clusters Score -6391767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -6391780.000000 Penalty: 5216.242188
	Iteration 43Q: 3 clusters Score -6391780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -6391774.000000 Penalty: 5216.242188
	Iteration 44Q: 3 clusters Score -6391774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -6391780.500000 Penalty: 5216.242188
	Iteration 45Q: 3 clusters Score -6391780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6391789.500000 Penalty: 5216.242188
	Iteration 46Q: 3 clusters Score -6391790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -6391793.000000 Penalty: 5216.242188
	Iteration 47Q: 3 clusters Score -6391793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6391808.000000 Penalty: 5216.242188
	Iteration 48Q: 3 clusters Score -6391808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6391803.000000 Penalty: 5216.242188
	Iteration 49Q: 3 clusters Score -6391803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -6391806.500000 Penalty: 5216.242188
	Iteration 50Q: 3 clusters Score -6391806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6391818.000000 Penalty: 5216.242188
	Iteration 51Q: 3 clusters Score -6391818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -6391813.000000 Penalty: 5216.242188
	Iteration 52Q: 3 clusters Score -6391813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6391820.000000 Penalty: 5216.242188
	Iteration 53Q: 3 clusters Score -6391820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -6391826.500000 Penalty: 5216.242188
	Iteration 54Q: 3 clusters Score -6391826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -6391827.000000 Penalty: 5216.242188
	Iteration 55Q: 3 clusters Score -6391827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -6391831.500000 Penalty: 5216.242188
	Iteration 56Q: 3 clusters Score -6391832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -6391824.000000 Penalty: 5216.242188
	Iteration 57Q: 3 clusters Score -6391824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -6391828.500000 Penalty: 5216.242188
	Iteration 58Q: 3 clusters Score -6391828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -6391833.000000 Penalty: 5216.242188
	Iteration 59Q: 3 clusters Score -6391833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -6391835.500000 Penalty: 5216.242188
	Iteration 60F: 3 clusters Score -6391836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -6391845.000000 Penalty: 5216.242188
	Iteration 61Q: 3 clusters Score -6391845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -6391848.000000 Penalty: 5216.242188
	Iteration 62Q: 3 clusters Score -6391848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -6391844.500000 Penalty: 5216.242188
	Iteration 63Q: 3 clusters Score -6391844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -6391856.000000 Penalty: 5216.242188
	Iteration 64Q: 3 clusters Score -6391856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -6391857.000000 Penalty: 5216.242188
	Iteration 65Q: 3 clusters Score -6391857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6391857.500000 Penalty: 5216.242188
	Iteration 66Q: 3 clusters Score -6391858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6391857.500000 Penalty: 5216.242188
	Iteration 67F: 3 clusters Score -6391858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Entering Unmasked Estep 
Score: -5592852.500000 Penalty: 2565.590820
	Iteration 0F: 2 clusters Score -5592852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5571721.500000 Penalty: 5131.181641
	Iteration 0F: 3 clusters Score -5571722 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5579870.000000 Penalty: 5131.181641
	Iteration 1F: 3 clusters Score -5579870 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5580837.000000 Penalty: 5131.181641
	Iteration 2F: 3 clusters Score -5580837 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5582023.500000 Penalty: 5131.181641
	Iteration 3F: 3 clusters Score -5582024 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5583285.500000 Penalty: 5131.181641
	Iteration 4F: 3 clusters Score -5583286 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5584618.000000 Penalty: 5131.181641
	Iteration 5F: 3 clusters Score -5584618 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5585940.500000 Penalty: 5131.181641
	Iteration 6F: 3 clusters Score -5585940 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5587213.500000 Penalty: 5131.181641
	Iteration 7F: 3 clusters Score -5587214 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5588188.500000 Penalty: 5131.181641
	Iteration 8F: 3 clusters Score -5588188 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5588949.000000 Penalty: 5131.181641
	Iteration 9Q: 3 clusters Score -5588949 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5589503.500000 Penalty: 5131.181641
	Iteration 10Q: 3 clusters Score -5589504 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -5589964.500000 Penalty: 5131.181641
	Iteration 11Q: 3 clusters Score -5589964 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5590313.500000 Penalty: 5131.181641
	Iteration 12Q: 3 clusters Score -5590314 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5590631.000000 Penalty: 5131.181641
	Iteration 13Q: 3 clusters Score -5590631 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -5590904.000000 Penalty: 5131.181641
	Iteration 14Q: 3 clusters Score -5590904 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -5591155.000000 Penalty: 5131.181641
	Iteration 15Q: 3 clusters Score -5591155 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -5591328.000000 Penalty: 5131.181641
	Iteration 16Q: 3 clusters Score -5591328 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -5591471.000000 Penalty: 5131.181641
	Iteration 17Q: 3 clusters Score -5591471 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -5591613.000000 Penalty: 5131.181641
	Iteration 18Q: 3 clusters Score -5591613 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5591760.500000 Penalty: 5131.181641
	Iteration 19Q: 3 clusters Score -5591760 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -5591838.500000 Penalty: 5131.181641
	Iteration 20F: 3 clusters Score -5591838 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5591904.000000 Penalty: 5131.181641
	Iteration 21Q: 3 clusters Score -5591904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5591959.000000 Penalty: 5131.181641
	Iteration 22Q: 3 clusters Score -5591959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -5592005.500000 Penalty: 5131.181641
	Iteration 23Q: 3 clusters Score -5592006 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5592062.000000 Penalty: 5131.181641
	Iteration 24Q: 3 clusters Score -5592062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -5592085.500000 Penalty: 5131.181641
	Iteration 25Q: 3 clusters Score -5592086 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5592112.500000 Penalty: 5131.181641
	Iteration 26Q: 3 clusters Score -5592112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -5592125.000000 Penalty: 5131.181641
	Iteration 27Q: 3 clusters Score -5592125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5592143.500000 Penalty: 5131.181641
	Iteration 28Q: 3 clusters Score -5592144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -5592144.000000 Penalty: 5131.181641
	Iteration 29Q: 3 clusters Score -5592144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -5592142.000000 Penalty: 5131.181641
	Iteration 30Q: 3 clusters Score -5592142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5592159.000000 Penalty: 5131.181641
	Iteration 31Q: 3 clusters Score -5592159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5592163.000000 Penalty: 5131.181641
	Iteration 32Q: 3 clusters Score -5592163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5592183.000000 Penalty: 5131.181641
	Iteration 33Q: 3 clusters Score -5592183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5592179.000000 Penalty: 5131.181641
	Iteration 34Q: 3 clusters Score -5592179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5592192.000000 Penalty: 5131.181641
	Iteration 35Q: 3 clusters Score -5592192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5592198.500000 Penalty: 5131.181641
	Iteration 36Q: 3 clusters Score -5592198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5592193.500000 Penalty: 5131.181641
	Iteration 37Q: 3 clusters Score -5592194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5592192.500000 Penalty: 5131.181641
	Iteration 38Q: 3 clusters Score -5592192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5592195.000000 Penalty: 5131.181641
	Iteration 39Q: 3 clusters Score -5592195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5592188.500000 Penalty: 5131.181641
	Iteration 40F: 3 clusters Score -5592188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5592190.500000 Penalty: 5131.181641
	Iteration 41Q: 3 clusters Score -5592190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -5592185.000000 Penalty: 5131.181641
	Iteration 42Q: 3 clusters Score -5592185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5592187.500000 Penalty: 5131.181641
	Iteration 43Q: 3 clusters Score -5592188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5592201.000000 Penalty: 5131.181641
	Iteration 44Q: 3 clusters Score -5592201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -5592190.500000 Penalty: 5131.181641
	Iteration 45Q: 3 clusters Score -5592190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5592179.000000 Penalty: 5131.181641
	Iteration 46Q: 3 clusters Score -5592179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5592181.000000 Penalty: 5131.181641
	Iteration 47Q: 3 clusters Score -5592181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -5592180.000000 Penalty: 5131.181641
	Iteration 48Q: 3 clusters Score -5592180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -5592182.500000 Penalty: 5131.181641
	Iteration 49Q: 3 clusters Score -5592182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -5592185.500000 Penalty: 5131.181641
	Iteration 50Q: 3 clusters Score -5592186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5592187.000000 Penalty: 5131.181641
	Iteration 51Q: 3 clusters Score -5592187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5592181.500000 Penalty: 5131.181641
	Iteration 52Q: 3 clusters Score -5592182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5592193.500000 Penalty: 5131.181641
	Iteration 53Q: 3 clusters Score -5592194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -5592186.500000 Penalty: 5131.181641
	Iteration 54Q: 3 clusters Score -5592186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5592192.500000 Penalty: 5131.181641
	Iteration 55Q: 3 clusters Score -5592192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -5592191.000000 Penalty: 5131.181641
	Iteration 56Q: 3 clusters Score -5592191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -5592194.000000 Penalty: 5131.181641
	Iteration 57Q: 3 clusters Score -5592194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5592194.000000 Penalty: 5131.181641
	Iteration 58Q: 3 clusters Score -5592194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5592191.500000 Penalty: 5131.181641
	Iteration 59Q: 3 clusters Score -5592192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5592190.500000 Penalty: 5131.181641
	Iteration 60F: 3 clusters Score -5592190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5592194.000000 Penalty: 5131.181641
	Iteration 61Q: 3 clusters Score -5592194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5592194.000000 Penalty: 5131.181641
	Iteration 62F: 3 clusters Score -5592194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -549700.937500 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -549700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -546271.125000 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -546271.1 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -547052.875000 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -547052.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -547303.875000 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -547303.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -547492.562500 Penalty: 4009.024658
	Iteration 3F: 3 clusters Score -547492.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -547646.562500 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -547646.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -547782.812500 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -547782.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -547937.937500 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -547937.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -548083.125000 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -548083.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -548239.625000 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -548239.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -548404.125000 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -548404.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -548583.250000 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -548583.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -548753.437500 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -548753.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -548940.375000 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -548940.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -549177.625000 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -549177.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -549519.125000 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -549519.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -549629.875000 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -549629.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -549676.375000 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -549676.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -549705.687500 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -549705.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -549721.437500 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -549721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -549726.000000 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -549726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -549732.562500 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -549732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -549737.437500 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -549737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -549745.187500 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -549745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -549749.625000 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -549749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -549750.250000 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -549750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -549756.250000 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -549756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -549756.312500 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -549756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -549758.187500 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -549758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -549760.375000 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -549760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -549760.375000 Penalty: 4009.024658
	Iteration 29F: 3 clusters Score -549760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 1185 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117262792.000000 Penalty: 193300.609375
Splitting cluster 26 changes total score from -117264232.000000 to -117262792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85572.976562 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85572.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85756.593750 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85756.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85827.960938 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -85827.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85888.554688 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -85888.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85939.015625 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -85939.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85984.554688 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -85984.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85993.507812 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -85993.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86001.640625 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86001.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86002.773438 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86002.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86007.226562 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86007.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86007.226562 Penalty: 3129.719482
	Iteration 10F: 3 clusters Score -86007.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -266527.750000 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -266527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -264184.062500 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -264184.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -264705.375000 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -264705.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -265026.750000 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -265026.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -265372.437500 Penalty: 3675.832275
	Iteration 3F: 3 clusters Score -265372.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -265755.250000 Penalty: 3675.832275
	Iteration 4F: 3 clusters Score -265755.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -266086.312500 Penalty: 3675.832275
	Iteration 5F: 3 clusters Score -266086.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -266324.281250 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -266324.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -266487.750000 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -266487.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -266597.500000 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -266597.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266688.718750 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -266688.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -266749.968750 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -266750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -266815.687500 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -266815.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -266876.500000 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -266876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -266935.468750 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -266935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -267017.250000 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -267017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -267102.406250 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -267102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -267202.781250 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -267202.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -267274.000000 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -267274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -267316.843750 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -267316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -267323.062500 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -267323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -267325.281250 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -267325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -267327.718750 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -267327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -267329.125000 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -267329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -267329.125000 Penalty: 3675.832275
	Iteration 23F: 3 clusters Score -267329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 402 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263440.000000 Penalty: 193300.609375
Splitting cluster 28 changes total score from -117264232.000000 to -117263440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -31067.125000 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -31067.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30086.150391 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -30086.15 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30690.673828 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -30690.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30992.830078 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -30992.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31114.957031 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -31114.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31254.894531 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -31254.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31361.789062 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -31361.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31397.353516 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -31397.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31423.341797 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -31423.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31423.341797 Penalty: 2904.115723
	Iteration 8F: 3 clusters Score -31423.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 133 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 216 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117262464.000000 Penalty: 193300.609375
Splitting cluster 29 changes total score from -117264232.000000 to -117262464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -350373.093750 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -350373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -347629.218750 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -347629.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348411.656250 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -348411.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -348789.250000 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -348789.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -349050.500000 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -349050.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -349226.468750 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -349226.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -349358.875000 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -349358.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -349444.968750 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -349445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -349493.437500 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -349493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -349516.437500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -349516.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -349537.125000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -349537.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -349552.093750 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -349552.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -349569.437500 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -349569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349592.093750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -349592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -349616.875000 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -349616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -349630.218750 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -349630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -349633.781250 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -349633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -349635.812500 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -349635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -349636.968750 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -349637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -349637.875000 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -349637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -349638.375000 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -349638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -349640.687500 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -349640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -349642.281250 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -349642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -349645.468750 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -349645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -349645.875000 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -349645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349646.281250 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -349646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -349646.281250 Penalty: 3821.586670
	Iteration 25F: 3 clusters Score -349646.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1742596.125000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1742596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1734889.625000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1734890 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1737072.125000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1737072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1737380.125000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1737380 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1737611.625000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1737612 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1737779.500000 Penalty: 4571.147949
	Iteration 4Q: 3 clusters Score -1737780 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1737906.125000 Penalty: 4571.147949
	Iteration 5Q: 3 clusters Score -1737906 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1738005.375000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1738005 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1738097.125000 Penalty: 4571.147949
	Iteration 7Q: 3 clusters Score -1738097 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1738198.750000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1738199 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1738282.625000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1738283 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1738375.625000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1738376 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1738455.500000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1738456 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1738530.000000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1738530 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1738597.250000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1738597 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1738678.625000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1738679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1738772.000000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1738772 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1738892.625000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1738893 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1739006.375000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1739006 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1739113.625000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1739114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1739236.750000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1739237 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1739339.250000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1739339 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1739451.625000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1739452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1739551.875000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1739552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1739646.750000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1739647 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1739725.375000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1739725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1739809.375000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1739809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1739878.750000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1739879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1739945.625000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1739946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1739992.750000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1739993 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1740045.500000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1740046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1740084.750000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1740085 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1740127.625000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1740128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1740180.625000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1740181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1740217.375000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1740217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1740256.375000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1740256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1740297.125000 Penalty: 4571.147949
	Iteration 35Q: 3 clusters Score -1740297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1740324.500000 Penalty: 4571.147949
	Iteration 36Q: 3 clusters Score -1740324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1740365.500000 Penalty: 4571.147949
	Iteration 37Q: 3 clusters Score -1740366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1740401.000000 Penalty: 4571.147949
	Iteration 38Q: 3 clusters Score -1740401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1740432.375000 Penalty: 4571.147949
	Iteration 39Q: 3 clusters Score -1740432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1740454.625000 Penalty: 4571.147949
	Iteration 40F: 3 clusters Score -1740455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1740480.750000 Penalty: 4571.147949
	Iteration 41Q: 3 clusters Score -1740481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1740504.500000 Penalty: 4571.147949
	Iteration 42Q: 3 clusters Score -1740504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1740525.750000 Penalty: 4571.147949
	Iteration 43Q: 3 clusters Score -1740526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1740548.625000 Penalty: 4571.147949
	Iteration 44Q: 3 clusters Score -1740549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1740574.750000 Penalty: 4571.147949
	Iteration 45Q: 3 clusters Score -1740575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1740587.625000 Penalty: 4571.147949
	Iteration 46Q: 3 clusters Score -1740588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1740607.125000 Penalty: 4571.147949
	Iteration 47Q: 3 clusters Score -1740607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1740620.125000 Penalty: 4571.147949
	Iteration 48Q: 3 clusters Score -1740620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1740632.000000 Penalty: 4571.147949
	Iteration 49Q: 3 clusters Score -1740632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1740642.250000 Penalty: 4571.147949
	Iteration 50Q: 3 clusters Score -1740642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1740648.500000 Penalty: 4571.147949
	Iteration 51Q: 3 clusters Score -1740648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1740653.750000 Penalty: 4571.147949
	Iteration 52Q: 3 clusters Score -1740654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1740666.625000 Penalty: 4571.147949
	Iteration 53Q: 3 clusters Score -1740667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1740667.625000 Penalty: 4571.147949
	Iteration 54Q: 3 clusters Score -1740668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1740675.875000 Penalty: 4571.147949
	Iteration 55Q: 3 clusters Score -1740676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1740679.375000 Penalty: 4571.147949
	Iteration 56Q: 3 clusters Score -1740679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1740686.125000 Penalty: 4571.147949
	Iteration 57Q: 3 clusters Score -1740686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1740695.250000 Penalty: 4571.147949
	Iteration 58Q: 3 clusters Score -1740695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1740694.875000 Penalty: 4571.147949
	Iteration 59Q: 3 clusters Score -1740695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1740702.625000 Penalty: 4571.147949
	Iteration 60F: 3 clusters Score -1740703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1740709.875000 Penalty: 4571.147949
	Iteration 61Q: 3 clusters Score -1740710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1740717.375000 Penalty: 4571.147949
	Iteration 62Q: 3 clusters Score -1740717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1740723.250000 Penalty: 4571.147949
	Iteration 63Q: 3 clusters Score -1740723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1740725.875000 Penalty: 4571.147949
	Iteration 64Q: 3 clusters Score -1740726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1740734.750000 Penalty: 4571.147949
	Iteration 65Q: 3 clusters Score -1740735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1740738.500000 Penalty: 4571.147949
	Iteration 66Q: 3 clusters Score -1740738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1740739.875000 Penalty: 4571.147949
	Iteration 67Q: 3 clusters Score -1740740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1740742.375000 Penalty: 4571.147949
	Iteration 68Q: 3 clusters Score -1740742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1740748.750000 Penalty: 4571.147949
	Iteration 69Q: 3 clusters Score -1740749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1740752.250000 Penalty: 4571.147949
	Iteration 70Q: 3 clusters Score -1740752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1740753.000000 Penalty: 4571.147949
	Iteration 71Q: 3 clusters Score -1740753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1740753.000000 Penalty: 4571.147949
	Iteration 72F: 3 clusters Score -1740753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -673509.312500 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -673509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -669603.250000 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -669603.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -670619.062500 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -670619.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -670914.750000 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -670914.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -671177.875000 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -671177.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671471.250000 Penalty: 4121.843750
	Iteration 4F: 3 clusters Score -671471.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -671794.187500 Penalty: 4121.843750
	Iteration 5F: 3 clusters Score -671794.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -672093.625000 Penalty: 4121.843750
	Iteration 6F: 3 clusters Score -672093.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -672276.875000 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -672276.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -672374.000000 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -672374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -672430.625000 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -672430.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -672468.250000 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -672468.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -672492.750000 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -672492.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -672517.250000 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -672517.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -672535.562500 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -672535.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -672544.750000 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -672544.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -672551.687500 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -672551.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -672561.562500 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -672561.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -672573.000000 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -672573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -672579.437500 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -672579.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -672586.437500 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -672586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -672590.312500 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -672590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -672598.687500 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -672598.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -672608.312500 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -672608.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -672623.687500 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -672623.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -672641.187500 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -672641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -672648.312500 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -672648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -672652.437500 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -672652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -672658.562500 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -672658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -672663.250000 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -672663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -672667.375000 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -672667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -672673.000000 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -672673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -672673.750000 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -672673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -672679.125000 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -672679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -672683.937500 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -672683.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -672683.625000 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -672683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -672687.062500 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -672687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -672688.812500 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -672688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -672690.625000 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -672690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -672691.500000 Penalty: 4121.843750
	Iteration 38Q: 3 clusters Score -672691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -672691.312500 Penalty: 4121.843750
	Iteration 39Q: 3 clusters Score -672691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -672692.625000 Penalty: 4121.843750
	Iteration 40F: 3 clusters Score -672692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -672693.875000 Penalty: 4121.843750
	Iteration 41Q: 3 clusters Score -672693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -672693.562500 Penalty: 4121.843750
	Iteration 42Q: 3 clusters Score -672693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -672694.562500 Penalty: 4121.843750
	Iteration 43Q: 3 clusters Score -672694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -672695.125000 Penalty: 4121.843750
	Iteration 44Q: 3 clusters Score -672695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -672698.375000 Penalty: 4121.843750
	Iteration 45Q: 3 clusters Score -672698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -672698.437500 Penalty: 4121.843750
	Iteration 46Q: 3 clusters Score -672698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -672699.875000 Penalty: 4121.843750
	Iteration 47Q: 3 clusters Score -672699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -672698.812500 Penalty: 4121.843750
	Iteration 48Q: 3 clusters Score -672698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -672698.812500 Penalty: 4121.843750
	Iteration 49F: 3 clusters Score -672698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -654606.812500 Penalty: 2039.326416
	Iteration 0F: 2 clusters Score -654606.8 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 1808 members 
Entering Unmasked Estep 
Score: -650936.562500 Penalty: 4078.652832
	Iteration 0F: 3 clusters Score -650936.6 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -651822.500000 Penalty: 4078.652832
	Iteration 1F: 3 clusters Score -651822.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -652032.250000 Penalty: 4078.652832
	Iteration 2F: 3 clusters Score -652032.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -652184.937500 Penalty: 4078.652832
	Iteration 3F: 3 clusters Score -652184.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -652305.000000 Penalty: 4078.652832
	Iteration 4Q: 3 clusters Score -652305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -652435.125000 Penalty: 4078.652832
	Iteration 5Q: 3 clusters Score -652435.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -652621.000000 Penalty: 4078.652832
	Iteration 6Q: 3 clusters Score -652621 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -652855.562500 Penalty: 4078.652832
	Iteration 7F: 3 clusters Score -652855.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -653130.812500 Penalty: 4078.652832
	Iteration 8F: 3 clusters Score -653130.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -653372.812500 Penalty: 4078.652832
	Iteration 9F: 3 clusters Score -653372.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -653556.312500 Penalty: 4078.652832
	Iteration 10Q: 3 clusters Score -653556.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -653701.750000 Penalty: 4078.652832
	Iteration 11Q: 3 clusters Score -653701.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -653794.250000 Penalty: 4078.652832
	Iteration 12Q: 3 clusters Score -653794.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -653843.125000 Penalty: 4078.652832
	Iteration 13Q: 3 clusters Score -653843.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -653871.437500 Penalty: 4078.652832
	Iteration 14Q: 3 clusters Score -653871.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -653883.625000 Penalty: 4078.652832
	Iteration 15Q: 3 clusters Score -653883.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -653905.125000 Penalty: 4078.652832
	Iteration 16Q: 3 clusters Score -653905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -653926.562500 Penalty: 4078.652832
	Iteration 17Q: 3 clusters Score -653926.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -653949.937500 Penalty: 4078.652832
	Iteration 18Q: 3 clusters Score -653949.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -653964.125000 Penalty: 4078.652832
	Iteration 19Q: 3 clusters Score -653964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -653977.187500 Penalty: 4078.652832
	Iteration 20F: 3 clusters Score -653977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -653988.687500 Penalty: 4078.652832
	Iteration 21Q: 3 clusters Score -653988.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -653995.937500 Penalty: 4078.652832
	Iteration 22Q: 3 clusters Score -653995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -654002.312500 Penalty: 4078.652832
	Iteration 23Q: 3 clusters Score -654002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -654006.187500 Penalty: 4078.652832
	Iteration 24Q: 3 clusters Score -654006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -654008.750000 Penalty: 4078.652832
	Iteration 25Q: 3 clusters Score -654008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -654010.687500 Penalty: 4078.652832
	Iteration 26Q: 3 clusters Score -654010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -654011.937500 Penalty: 4078.652832
	Iteration 27Q: 3 clusters Score -654011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -654013.062500 Penalty: 4078.652832
	Iteration 28Q: 3 clusters Score -654013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -654013.062500 Penalty: 4078.652832
	Iteration 29F: 3 clusters Score -654013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -1407299.250000 Penalty: 2231.384521
	Iteration 0F: 2 clusters Score -1407299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1400974.750000 Penalty: 4462.769043
	Iteration 0F: 3 clusters Score -1400975 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1403202.375000 Penalty: 4462.769043
	Iteration 1F: 3 clusters Score -1403202 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1403779.875000 Penalty: 4462.769043
	Iteration 2F: 3 clusters Score -1403780 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1404195.250000 Penalty: 4462.769043
	Iteration 3F: 3 clusters Score -1404195 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1404469.500000 Penalty: 4462.769043
	Iteration 4F: 3 clusters Score -1404470 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1404673.875000 Penalty: 4462.769043
	Iteration 5Q: 3 clusters Score -1404674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1404861.875000 Penalty: 4462.769043
	Iteration 6Q: 3 clusters Score -1404862 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1405094.500000 Penalty: 4462.769043
	Iteration 7Q: 3 clusters Score -1405094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1405366.625000 Penalty: 4462.769043
	Iteration 8Q: 3 clusters Score -1405367 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1405769.875000 Penalty: 4462.769043
	Iteration 9Q: 3 clusters Score -1405770 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1406215.000000 Penalty: 4462.769043
	Iteration 10Q: 3 clusters Score -1406215 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1406567.500000 Penalty: 4462.769043
	Iteration 11Q: 3 clusters Score -1406568 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1406782.500000 Penalty: 4462.769043
	Iteration 12Q: 3 clusters Score -1406782 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1406905.500000 Penalty: 4462.769043
	Iteration 13Q: 3 clusters Score -1406906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1406965.500000 Penalty: 4462.769043
	Iteration 14Q: 3 clusters Score -1406966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1406992.250000 Penalty: 4462.769043
	Iteration 15Q: 3 clusters Score -1406992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1407015.000000 Penalty: 4462.769043
	Iteration 16Q: 3 clusters Score -1407015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1407030.250000 Penalty: 4462.769043
	Iteration 17Q: 3 clusters Score -1407030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1407041.625000 Penalty: 4462.769043
	Iteration 18Q: 3 clusters Score -1407042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1407042.500000 Penalty: 4462.769043
	Iteration 19Q: 3 clusters Score -1407042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1407047.125000 Penalty: 4462.769043
	Iteration 20F: 3 clusters Score -1407047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1407049.125000 Penalty: 4462.769043
	Iteration 21Q: 3 clusters Score -1407049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1407049.500000 Penalty: 4462.769043
	Iteration 22Q: 3 clusters Score -1407050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1407049.875000 Penalty: 4462.769043
	Iteration 23Q: 3 clusters Score -1407050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1407051.250000 Penalty: 4462.769043
	Iteration 24Q: 3 clusters Score -1407051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1407056.500000 Penalty: 4462.769043
	Iteration 25Q: 3 clusters Score -1407056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1407055.375000 Penalty: 4462.769043
	Iteration 26Q: 3 clusters Score -1407055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1407055.375000 Penalty: 4462.769043
	Iteration 27Q: 3 clusters Score -1407055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1407058.375000 Penalty: 4462.769043
	Iteration 28Q: 3 clusters Score -1407058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1407057.125000 Penalty: 4462.769043
	Iteration 29Q: 3 clusters Score -1407057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1407054.250000 Penalty: 4462.769043
	Iteration 30Q: 3 clusters Score -1407054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1407056.375000 Penalty: 4462.769043
	Iteration 31Q: 3 clusters Score -1407056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1407055.000000 Penalty: 4462.769043
	Iteration 32Q: 3 clusters Score -1407055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1407055.000000 Penalty: 4462.769043
	Iteration 33F: 3 clusters Score -1407055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Entering Unmasked Estep 
Score: -3751965.750000 Penalty: 2479.442627
	Iteration 0F: 2 clusters Score -3751966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3736614.250000 Penalty: 4958.885254
	Iteration 0F: 3 clusters Score -3736614 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3741939.250000 Penalty: 4958.885254
	Iteration 1F: 3 clusters Score -3741939 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3742509.500000 Penalty: 4958.885254
	Iteration 2F: 3 clusters Score -3742510 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3743053.000000 Penalty: 4958.885254
	Iteration 3F: 3 clusters Score -3743053 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3743522.250000 Penalty: 4958.885254
	Iteration 4Q: 3 clusters Score -3743522 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3744011.500000 Penalty: 4958.885254
	Iteration 5Q: 3 clusters Score -3744012 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3744508.500000 Penalty: 4958.885254
	Iteration 6Q: 3 clusters Score -3744508 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3744994.250000 Penalty: 4958.885254
	Iteration 7Q: 3 clusters Score -3744994 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3745422.500000 Penalty: 4958.885254
	Iteration 8Q: 3 clusters Score -3745422 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3745861.750000 Penalty: 4958.885254
	Iteration 9Q: 3 clusters Score -3745862 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3746296.500000 Penalty: 4958.885254
	Iteration 10Q: 3 clusters Score -3746296 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3746695.500000 Penalty: 4958.885254
	Iteration 11Q: 3 clusters Score -3746696 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3747052.000000 Penalty: 4958.885254
	Iteration 12Q: 3 clusters Score -3747052 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3747406.750000 Penalty: 4958.885254
	Iteration 13Q: 3 clusters Score -3747407 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3747771.250000 Penalty: 4958.885254
	Iteration 14Q: 3 clusters Score -3747771 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3748118.250000 Penalty: 4958.885254
	Iteration 15Q: 3 clusters Score -3748118 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3748442.000000 Penalty: 4958.885254
	Iteration 16Q: 3 clusters Score -3748442 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3748769.000000 Penalty: 4958.885254
	Iteration 17Q: 3 clusters Score -3748769 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3749052.750000 Penalty: 4958.885254
	Iteration 18Q: 3 clusters Score -3749053 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3749253.500000 Penalty: 4958.885254
	Iteration 19Q: 3 clusters Score -3749254 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3749440.500000 Penalty: 4958.885254
	Iteration 20F: 3 clusters Score -3749440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3749602.250000 Penalty: 4958.885254
	Iteration 21Q: 3 clusters Score -3749602 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3749702.000000 Penalty: 4958.885254
	Iteration 22Q: 3 clusters Score -3749702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3749779.500000 Penalty: 4958.885254
	Iteration 23Q: 3 clusters Score -3749780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3749844.000000 Penalty: 4958.885254
	Iteration 24Q: 3 clusters Score -3749844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3749869.750000 Penalty: 4958.885254
	Iteration 25Q: 3 clusters Score -3749870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3749899.000000 Penalty: 4958.885254
	Iteration 26Q: 3 clusters Score -3749899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3749908.750000 Penalty: 4958.885254
	Iteration 27Q: 3 clusters Score -3749909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3749917.750000 Penalty: 4958.885254
	Iteration 28Q: 3 clusters Score -3749918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3749938.000000 Penalty: 4958.885254
	Iteration 29Q: 3 clusters Score -3749938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3749959.000000 Penalty: 4958.885254
	Iteration 30Q: 3 clusters Score -3749959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3749975.750000 Penalty: 4958.885254
	Iteration 31Q: 3 clusters Score -3749976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3749989.000000 Penalty: 4958.885254
	Iteration 32Q: 3 clusters Score -3749989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3750007.500000 Penalty: 4958.885254
	Iteration 33Q: 3 clusters Score -3750008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3750005.250000 Penalty: 4958.885254
	Iteration 34Q: 3 clusters Score -3750005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3750010.250000 Penalty: 4958.885254
	Iteration 35Q: 3 clusters Score -3750010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3750012.750000 Penalty: 4958.885254
	Iteration 36Q: 3 clusters Score -3750013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3750018.000000 Penalty: 4958.885254
	Iteration 37Q: 3 clusters Score -3750018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3750020.750000 Penalty: 4958.885254
	Iteration 38Q: 3 clusters Score -3750021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3750020.500000 Penalty: 4958.885254
	Iteration 39Q: 3 clusters Score -3750020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3750029.750000 Penalty: 4958.885254
	Iteration 40F: 3 clusters Score -3750030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3750030.750000 Penalty: 4958.885254
	Iteration 41Q: 3 clusters Score -3750031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3750031.000000 Penalty: 4958.885254
	Iteration 42Q: 3 clusters Score -3750031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3750036.000000 Penalty: 4958.885254
	Iteration 43Q: 3 clusters Score -3750036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3750039.000000 Penalty: 4958.885254
	Iteration 44Q: 3 clusters Score -3750039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3750038.750000 Penalty: 4958.885254
	Iteration 45Q: 3 clusters Score -3750039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3750041.250000 Penalty: 4958.885254
	Iteration 46Q: 3 clusters Score -3750041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3750042.000000 Penalty: 4958.885254
	Iteration 47Q: 3 clusters Score -3750042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3750049.500000 Penalty: 4958.885254
	Iteration 48Q: 3 clusters Score -3750050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3750049.000000 Penalty: 4958.885254
	Iteration 49Q: 3 clusters Score -3750049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3750049.000000 Penalty: 4958.885254
	Iteration 50Q: 3 clusters Score -3750049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3750049.000000 Penalty: 4958.885254
	Iteration 51Q: 3 clusters Score -3750049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3750047.750000 Penalty: 4958.885254
	Iteration 52Q: 3 clusters Score -3750048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3750049.000000 Penalty: 4958.885254
	Iteration 53Q: 3 clusters Score -3750049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3750049.000000 Penalty: 4958.885254
	Iteration 54F: 3 clusters Score -3750049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 422 members 
Entering Unmasked Estep 
Score: -131339.906250 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131339.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131802.687500 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131802.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -132084.546875 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132084.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132340.265625 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132340.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132450.359375 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -132450.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -132583.812500 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132583.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -132712.578125 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132712.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132823.328125 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132823.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -132952.531250 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -132952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133043.312500 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133043.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133155.359375 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133357.671875 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133415.109375 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133415.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133458.109375 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133472.390625 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133508.609375 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -133508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133539.156250 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133573.687500 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -133573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133596.843750 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -133596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133608.765625 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -133608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133635.093750 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -133635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133708.234375 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -133708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133723.453125 Penalty: 3346.220459
	Iteration 22Q: 3 clusters Score -133723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133723.453125 Penalty: 3346.220459
	Iteration 23F: 3 clusters Score -133723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 436 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 415 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263160.000000 Penalty: 193300.609375
Splitting cluster 36 changes total score from -117264232.000000 to -117263160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -1249069.875000 Penalty: 2200.063721
	Iteration 0F: 2 clusters Score -1249070 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 3568 members 
Entering Unmasked Estep 
Score: -1243242.875000 Penalty: 4400.127441
	Iteration 0F: 3 clusters Score -1243243 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1244857.000000 Penalty: 4400.127441
	Iteration 1F: 3 clusters Score -1244857 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1245302.875000 Penalty: 4400.127441
	Iteration 2F: 3 clusters Score -1245303 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1245931.125000 Penalty: 4400.127441
	Iteration 3F: 3 clusters Score -1245931 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1246713.875000 Penalty: 4400.127441
	Iteration 4F: 3 clusters Score -1246714 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1247433.500000 Penalty: 4400.127441
	Iteration 5F: 3 clusters Score -1247434 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1247846.500000 Penalty: 4400.127441
	Iteration 6F: 3 clusters Score -1247846 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1248050.750000 Penalty: 4400.127441
	Iteration 7Q: 3 clusters Score -1248051 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1248134.500000 Penalty: 4400.127441
	Iteration 8Q: 3 clusters Score -1248134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1248180.750000 Penalty: 4400.127441
	Iteration 9Q: 3 clusters Score -1248181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1248199.375000 Penalty: 4400.127441
	Iteration 10Q: 3 clusters Score -1248199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1248211.875000 Penalty: 4400.127441
	Iteration 11Q: 3 clusters Score -1248212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1248217.875000 Penalty: 4400.127441
	Iteration 12Q: 3 clusters Score -1248218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1248223.250000 Penalty: 4400.127441
	Iteration 13Q: 3 clusters Score -1248223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1248223.875000 Penalty: 4400.127441
	Iteration 14Q: 3 clusters Score -1248224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1248232.750000 Penalty: 4400.127441
	Iteration 15Q: 3 clusters Score -1248233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1248233.875000 Penalty: 4400.127441
	Iteration 16Q: 3 clusters Score -1248234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1248236.125000 Penalty: 4400.127441
	Iteration 17Q: 3 clusters Score -1248236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1248237.000000 Penalty: 4400.127441
	Iteration 18Q: 3 clusters Score -1248237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1248239.500000 Penalty: 4400.127441
	Iteration 19Q: 3 clusters Score -1248240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1248240.625000 Penalty: 4400.127441
	Iteration 20F: 3 clusters Score -1248241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1248241.125000 Penalty: 4400.127441
	Iteration 21Q: 3 clusters Score -1248241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1248239.875000 Penalty: 4400.127441
	Iteration 22Q: 3 clusters Score -1248240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1248242.375000 Penalty: 4400.127441
	Iteration 23Q: 3 clusters Score -1248242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1248242.750000 Penalty: 4400.127441
	Iteration 24Q: 3 clusters Score -1248243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1248243.500000 Penalty: 4400.127441
	Iteration 25Q: 3 clusters Score -1248244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1248242.500000 Penalty: 4400.127441
	Iteration 26Q: 3 clusters Score -1248242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1248242.375000 Penalty: 4400.127441
	Iteration 27Q: 3 clusters Score -1248242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1248242.375000 Penalty: 4400.127441
	Iteration 28F: 3 clusters Score -1248242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Entering Unmasked Estep 
Score: -6043317.500000 Penalty: 2586.952148
	Iteration 0F: 2 clusters Score -6043318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -6020302.500000 Penalty: 5173.904297
	Iteration 0F: 3 clusters Score -6020302 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -6028749.500000 Penalty: 5173.904297
	Iteration 1F: 3 clusters Score -6028750 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6029248.500000 Penalty: 5173.904297
	Iteration 2Q: 3 clusters Score -6029248 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6029725.500000 Penalty: 5173.904297
	Iteration 3Q: 3 clusters Score -6029726 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -6030193.500000 Penalty: 5173.904297
	Iteration 4Q: 3 clusters Score -6030194 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6030927.500000 Penalty: 5173.904297
	Iteration 5Q: 3 clusters Score -6030928 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6031918.000000 Penalty: 5173.904297
	Iteration 6F: 3 clusters Score -6031918 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -6033137.500000 Penalty: 5173.904297
	Iteration 7F: 3 clusters Score -6033138 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6034657.500000 Penalty: 5173.904297
	Iteration 8F: 3 clusters Score -6034658 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -6036165.500000 Penalty: 5173.904297
	Iteration 9F: 3 clusters Score -6036166 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -6037407.500000 Penalty: 5173.904297
	Iteration 10F: 3 clusters Score -6037408 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -6038430.500000 Penalty: 5173.904297
	Iteration 11Q: 3 clusters Score -6038430 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6039214.000000 Penalty: 5173.904297
	Iteration 12Q: 3 clusters Score -6039214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -6039797.500000 Penalty: 5173.904297
	Iteration 13Q: 3 clusters Score -6039798 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -6040201.000000 Penalty: 5173.904297
	Iteration 14Q: 3 clusters Score -6040201 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6040469.500000 Penalty: 5173.904297
	Iteration 15Q: 3 clusters Score -6040470 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6040596.500000 Penalty: 5173.904297
	Iteration 16Q: 3 clusters Score -6040596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -6040654.000000 Penalty: 5173.904297
	Iteration 17Q: 3 clusters Score -6040654 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6040712.000000 Penalty: 5173.904297
	Iteration 18Q: 3 clusters Score -6040712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6040743.000000 Penalty: 5173.904297
	Iteration 19Q: 3 clusters Score -6040743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -6040784.500000 Penalty: 5173.904297
	Iteration 20F: 3 clusters Score -6040784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6040833.500000 Penalty: 5173.904297
	Iteration 21Q: 3 clusters Score -6040834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -6040870.500000 Penalty: 5173.904297
	Iteration 22Q: 3 clusters Score -6040870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6040887.000000 Penalty: 5173.904297
	Iteration 23Q: 3 clusters Score -6040887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -6040883.500000 Penalty: 5173.904297
	Iteration 24Q: 3 clusters Score -6040884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6040890.000000 Penalty: 5173.904297
	Iteration 25Q: 3 clusters Score -6040890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6040907.000000 Penalty: 5173.904297
	Iteration 26Q: 3 clusters Score -6040907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6040913.000000 Penalty: 5173.904297
	Iteration 27Q: 3 clusters Score -6040913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6040921.000000 Penalty: 5173.904297
	Iteration 28Q: 3 clusters Score -6040921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6040913.500000 Penalty: 5173.904297
	Iteration 29Q: 3 clusters Score -6040914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -6040925.500000 Penalty: 5173.904297
	Iteration 30Q: 3 clusters Score -6040926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6040925.000000 Penalty: 5173.904297
	Iteration 31Q: 3 clusters Score -6040925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -6040938.000000 Penalty: 5173.904297
	Iteration 32Q: 3 clusters Score -6040938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6040956.500000 Penalty: 5173.904297
	Iteration 33Q: 3 clusters Score -6040956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6040962.000000 Penalty: 5173.904297
	Iteration 34Q: 3 clusters Score -6040962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6040976.500000 Penalty: 5173.904297
	Iteration 35Q: 3 clusters Score -6040976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -6041004.500000 Penalty: 5173.904297
	Iteration 36Q: 3 clusters Score -6041004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -6041013.000000 Penalty: 5173.904297
	Iteration 37Q: 3 clusters Score -6041013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -6041022.000000 Penalty: 5173.904297
	Iteration 38Q: 3 clusters Score -6041022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -6041032.500000 Penalty: 5173.904297
	Iteration 39Q: 3 clusters Score -6041032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -6041045.500000 Penalty: 5173.904297
	Iteration 40F: 3 clusters Score -6041046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -6041061.000000 Penalty: 5173.904297
	Iteration 41Q: 3 clusters Score -6041061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -6041065.500000 Penalty: 5173.904297
	Iteration 42Q: 3 clusters Score -6041066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6041080.500000 Penalty: 5173.904297
	Iteration 43Q: 3 clusters Score -6041080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6041097.000000 Penalty: 5173.904297
	Iteration 44Q: 3 clusters Score -6041097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -6041108.000000 Penalty: 5173.904297
	Iteration 45Q: 3 clusters Score -6041108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6041114.500000 Penalty: 5173.904297
	Iteration 46Q: 3 clusters Score -6041114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -6041117.500000 Penalty: 5173.904297
	Iteration 47Q: 3 clusters Score -6041118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6041127.000000 Penalty: 5173.904297
	Iteration 48Q: 3 clusters Score -6041127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6041148.000000 Penalty: 5173.904297
	Iteration 49Q: 3 clusters Score -6041148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6041149.500000 Penalty: 5173.904297
	Iteration 50Q: 3 clusters Score -6041150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6041155.000000 Penalty: 5173.904297
	Iteration 51Q: 3 clusters Score -6041155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6041148.500000 Penalty: 5173.904297
	Iteration 52Q: 3 clusters Score -6041148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6041161.500000 Penalty: 5173.904297
	Iteration 53Q: 3 clusters Score -6041162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -6041163.000000 Penalty: 5173.904297
	Iteration 54Q: 3 clusters Score -6041163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6041164.000000 Penalty: 5173.904297
	Iteration 55Q: 3 clusters Score -6041164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6041171.000000 Penalty: 5173.904297
	Iteration 56Q: 3 clusters Score -6041171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6041172.500000 Penalty: 5173.904297
	Iteration 57Q: 3 clusters Score -6041172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6041172.500000 Penalty: 5173.904297
	Iteration 58Q: 3 clusters Score -6041172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6041172.500000 Penalty: 5173.904297
	Iteration 59F: 3 clusters Score -6041172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -544023.312500 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -544023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -540723.437500 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -540723.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -541528.312500 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -541528.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -541843.937500 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -541843.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -542184.187500 Penalty: 3994.570068
	Iteration 3F: 3 clusters Score -542184.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -542667.812500 Penalty: 3994.570068
	Iteration 4F: 3 clusters Score -542667.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -543172.812500 Penalty: 3994.570068
	Iteration 5F: 3 clusters Score -543172.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -543463.437500 Penalty: 3994.570068
	Iteration 6F: 3 clusters Score -543463.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -543621.437500 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -543621.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -543711.562500 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -543711.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -543762.687500 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -543762.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -543795.625000 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -543795.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -543814.687500 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -543814.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -543821.437500 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -543821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -543827.875000 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -543827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -543829.500000 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -543829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -543829.500000 Penalty: 3994.570068
	Iteration 15F: 3 clusters Score -543829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Entering Unmasked Estep 
Score: -3034056.000000 Penalty: 2414.722168
	Iteration 0F: 2 clusters Score -3034056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3022031.250000 Penalty: 4829.444336
	Iteration 0F: 3 clusters Score -3022031 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3025915.750000 Penalty: 4829.444336
	Iteration 1F: 3 clusters Score -3025916 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3026242.000000 Penalty: 4829.444336
	Iteration 2F: 3 clusters Score -3026242 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3026514.000000 Penalty: 4829.444336
	Iteration 3Q: 3 clusters Score -3026514 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3026712.500000 Penalty: 4829.444336
	Iteration 4Q: 3 clusters Score -3026712 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3026917.750000 Penalty: 4829.444336
	Iteration 5Q: 3 clusters Score -3026918 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3027125.250000 Penalty: 4829.444336
	Iteration 6Q: 3 clusters Score -3027125 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3027367.500000 Penalty: 4829.444336
	Iteration 7Q: 3 clusters Score -3027368 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3027688.250000 Penalty: 4829.444336
	Iteration 8Q: 3 clusters Score -3027688 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3028070.500000 Penalty: 4829.444336
	Iteration 9Q: 3 clusters Score -3028070 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3028590.000000 Penalty: 4829.444336
	Iteration 10Q: 3 clusters Score -3028590 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3029215.500000 Penalty: 4829.444336
	Iteration 11Q: 3 clusters Score -3029216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3029832.750000 Penalty: 4829.444336
	Iteration 12Q: 3 clusters Score -3029833 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3030375.750000 Penalty: 4829.444336
	Iteration 13Q: 3 clusters Score -3030376 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3030778.250000 Penalty: 4829.444336
	Iteration 14Q: 3 clusters Score -3030778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3031106.250000 Penalty: 4829.444336
	Iteration 15Q: 3 clusters Score -3031106 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3031349.250000 Penalty: 4829.444336
	Iteration 16Q: 3 clusters Score -3031349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3031511.750000 Penalty: 4829.444336
	Iteration 17Q: 3 clusters Score -3031512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3031620.750000 Penalty: 4829.444336
	Iteration 18Q: 3 clusters Score -3031621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3031673.500000 Penalty: 4829.444336
	Iteration 19Q: 3 clusters Score -3031674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3031742.500000 Penalty: 4829.444336
	Iteration 20F: 3 clusters Score -3031742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3031789.750000 Penalty: 4829.444336
	Iteration 21Q: 3 clusters Score -3031790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3031822.750000 Penalty: 4829.444336
	Iteration 22Q: 3 clusters Score -3031823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3031856.750000 Penalty: 4829.444336
	Iteration 23Q: 3 clusters Score -3031857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3031881.750000 Penalty: 4829.444336
	Iteration 24Q: 3 clusters Score -3031882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3031889.500000 Penalty: 4829.444336
	Iteration 25Q: 3 clusters Score -3031890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3031896.500000 Penalty: 4829.444336
	Iteration 26Q: 3 clusters Score -3031896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3031900.500000 Penalty: 4829.444336
	Iteration 27Q: 3 clusters Score -3031900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3031900.500000 Penalty: 4829.444336
	Iteration 28Q: 3 clusters Score -3031900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3031903.250000 Penalty: 4829.444336
	Iteration 29Q: 3 clusters Score -3031903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3031902.750000 Penalty: 4829.444336
	Iteration 30Q: 3 clusters Score -3031903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3031904.500000 Penalty: 4829.444336
	Iteration 31Q: 3 clusters Score -3031904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3031904.500000 Penalty: 4829.444336
	Iteration 32F: 3 clusters Score -3031904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -1289063.750000 Penalty: 2228.204102
	Iteration 0F: 2 clusters Score -1289064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1282724.625000 Penalty: 4456.408203
	Iteration 0F: 3 clusters Score -1282725 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1284836.000000 Penalty: 4456.408203
	Iteration 1F: 3 clusters Score -1284836 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1285528.125000 Penalty: 4456.408203
	Iteration 2F: 3 clusters Score -1285528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1286170.250000 Penalty: 4456.408203
	Iteration 3F: 3 clusters Score -1286170 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1286699.875000 Penalty: 4456.408203
	Iteration 4F: 3 clusters Score -1286700 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1287103.625000 Penalty: 4456.408203
	Iteration 5F: 3 clusters Score -1287104 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1287393.375000 Penalty: 4456.408203
	Iteration 6Q: 3 clusters Score -1287393 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1287590.250000 Penalty: 4456.408203
	Iteration 7Q: 3 clusters Score -1287590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1287742.750000 Penalty: 4456.408203
	Iteration 8Q: 3 clusters Score -1287743 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1287845.250000 Penalty: 4456.408203
	Iteration 9Q: 3 clusters Score -1287845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1287958.500000 Penalty: 4456.408203
	Iteration 10Q: 3 clusters Score -1287958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1288080.000000 Penalty: 4456.408203
	Iteration 11Q: 3 clusters Score -1288080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1288175.750000 Penalty: 4456.408203
	Iteration 12Q: 3 clusters Score -1288176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1288243.375000 Penalty: 4456.408203
	Iteration 13Q: 3 clusters Score -1288243 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1288306.500000 Penalty: 4456.408203
	Iteration 14Q: 3 clusters Score -1288306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1288374.500000 Penalty: 4456.408203
	Iteration 15Q: 3 clusters Score -1288374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1288426.875000 Penalty: 4456.408203
	Iteration 16Q: 3 clusters Score -1288427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1288477.750000 Penalty: 4456.408203
	Iteration 17Q: 3 clusters Score -1288478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1288526.500000 Penalty: 4456.408203
	Iteration 18Q: 3 clusters Score -1288526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1288559.375000 Penalty: 4456.408203
	Iteration 19Q: 3 clusters Score -1288559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1288590.500000 Penalty: 4456.408203
	Iteration 20F: 3 clusters Score -1288590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1288607.375000 Penalty: 4456.408203
	Iteration 21Q: 3 clusters Score -1288607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1288621.250000 Penalty: 4456.408203
	Iteration 22Q: 3 clusters Score -1288621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1288630.375000 Penalty: 4456.408203
	Iteration 23Q: 3 clusters Score -1288630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1288641.500000 Penalty: 4456.408203
	Iteration 24Q: 3 clusters Score -1288642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1288643.375000 Penalty: 4456.408203
	Iteration 25Q: 3 clusters Score -1288643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1288647.000000 Penalty: 4456.408203
	Iteration 26Q: 3 clusters Score -1288647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1288654.875000 Penalty: 4456.408203
	Iteration 27Q: 3 clusters Score -1288655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1288651.875000 Penalty: 4456.408203
	Iteration 28Q: 3 clusters Score -1288652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1288656.125000 Penalty: 4456.408203
	Iteration 29Q: 3 clusters Score -1288656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1288661.250000 Penalty: 4456.408203
	Iteration 30Q: 3 clusters Score -1288661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1288661.375000 Penalty: 4456.408203
	Iteration 31Q: 3 clusters Score -1288661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1288662.000000 Penalty: 4456.408203
	Iteration 32Q: 3 clusters Score -1288662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1288660.625000 Penalty: 4456.408203
	Iteration 33Q: 3 clusters Score -1288661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1288665.250000 Penalty: 4456.408203
	Iteration 34Q: 3 clusters Score -1288665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1288666.250000 Penalty: 4456.408203
	Iteration 35Q: 3 clusters Score -1288666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1288666.125000 Penalty: 4456.408203
	Iteration 36Q: 3 clusters Score -1288666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1288664.500000 Penalty: 4456.408203
	Iteration 37Q: 3 clusters Score -1288664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1288663.500000 Penalty: 4456.408203
	Iteration 38Q: 3 clusters Score -1288664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1288665.250000 Penalty: 4456.408203
	Iteration 39Q: 3 clusters Score -1288665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1288665.250000 Penalty: 4456.408203
	Iteration 40F: 3 clusters Score -1288665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1348312.125000 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -1348312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1341966.250000 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -1341966 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1343713.750000 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -1343714 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1343998.250000 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -1343998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1344198.125000 Penalty: 4444.709961
	Iteration 3Q: 3 clusters Score -1344198 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1344381.125000 Penalty: 4444.709961
	Iteration 4Q: 3 clusters Score -1344381 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1344529.625000 Penalty: 4444.709961
	Iteration 5Q: 3 clusters Score -1344530 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1344663.250000 Penalty: 4444.709961
	Iteration 6Q: 3 clusters Score -1344663 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1344807.625000 Penalty: 4444.709961
	Iteration 7Q: 3 clusters Score -1344808 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1344971.750000 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -1344972 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1345212.125000 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -1345212 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1345496.625000 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -1345497 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1345769.750000 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -1345770 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1346002.875000 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -1346003 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1346151.625000 Penalty: 4444.709961
	Iteration 13Q: 3 clusters Score -1346152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1346251.500000 Penalty: 4444.709961
	Iteration 14Q: 3 clusters Score -1346252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1346350.750000 Penalty: 4444.709961
	Iteration 15Q: 3 clusters Score -1346351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1346438.625000 Penalty: 4444.709961
	Iteration 16Q: 3 clusters Score -1346439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1346498.625000 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -1346499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1346540.000000 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -1346540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1346580.750000 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -1346581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1346608.625000 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -1346609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1346637.375000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -1346637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1346665.500000 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -1346666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1346686.500000 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -1346686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1346700.750000 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -1346701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1346711.875000 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -1346712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1346715.000000 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -1346715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1346714.750000 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -1346715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1346717.875000 Penalty: 4444.709961
	Iteration 28Q: 3 clusters Score -1346718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1346720.875000 Penalty: 4444.709961
	Iteration 29Q: 3 clusters Score -1346721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1346720.750000 Penalty: 4444.709961
	Iteration 30Q: 3 clusters Score -1346721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1346727.875000 Penalty: 4444.709961
	Iteration 31Q: 3 clusters Score -1346728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1346736.875000 Penalty: 4444.709961
	Iteration 32Q: 3 clusters Score -1346737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1346737.750000 Penalty: 4444.709961
	Iteration 33Q: 3 clusters Score -1346738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1346741.875000 Penalty: 4444.709961
	Iteration 34Q: 3 clusters Score -1346742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1346743.875000 Penalty: 4444.709961
	Iteration 35Q: 3 clusters Score -1346744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1346746.375000 Penalty: 4444.709961
	Iteration 36Q: 3 clusters Score -1346746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1346751.500000 Penalty: 4444.709961
	Iteration 37Q: 3 clusters Score -1346752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1346761.125000 Penalty: 4444.709961
	Iteration 38Q: 3 clusters Score -1346761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1346765.750000 Penalty: 4444.709961
	Iteration 39Q: 3 clusters Score -1346766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1346774.875000 Penalty: 4444.709961
	Iteration 40F: 3 clusters Score -1346775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1346781.875000 Penalty: 4444.709961
	Iteration 41Q: 3 clusters Score -1346782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1346786.875000 Penalty: 4444.709961
	Iteration 42Q: 3 clusters Score -1346787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1346793.625000 Penalty: 4444.709961
	Iteration 43Q: 3 clusters Score -1346794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1346794.875000 Penalty: 4444.709961
	Iteration 44Q: 3 clusters Score -1346795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1346797.875000 Penalty: 4444.709961
	Iteration 45Q: 3 clusters Score -1346798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1346798.625000 Penalty: 4444.709961
	Iteration 46Q: 3 clusters Score -1346799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1346798.625000 Penalty: 4444.709961
	Iteration 47F: 3 clusters Score -1346799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Entering Unmasked Estep 
Score: -2703084.750000 Penalty: 2400.042480
	Iteration 0F: 2 clusters Score -2703085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2691683.000000 Penalty: 4800.084961
	Iteration 0F: 3 clusters Score -2691683 nChanged 6840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2695520.000000 Penalty: 4800.084961
	Iteration 1F: 3 clusters Score -2695520 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2696133.250000 Penalty: 4800.084961
	Iteration 2F: 3 clusters Score -2696133 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2696759 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2697413.500000 Penalty: 4800.084961
	Iteration 4F: 3 clusters Score -2697414 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2698065.000000 Penalty: 4800.084961
	Iteration 5F: 3 clusters Score -2698065 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2698686 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2699294.500000 Penalty: 4800.084961
	Iteration 7F: 3 clusters Score -2699294 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2699969.000000 Penalty: 4800.084961
	Iteration 8F: 3 clusters Score -2699969 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2700750.250000 Penalty: 4800.084961
	Iteration 9F: 3 clusters Score -2700750 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2701417.750000 Penalty: 4800.084961
	Iteration 10F: 3 clusters Score -2701418 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2701778.750000 Penalty: 4800.084961
	Iteration 11Q: 3 clusters Score -2701779 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2701964.750000 Penalty: 4800.084961
	Iteration 12Q: 3 clusters Score -2701965 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2702069.500000 Penalty: 4800.084961
	Iteration 13Q: 3 clusters Score -2702070 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2702128.750000 Penalty: 4800.084961
	Iteration 14Q: 3 clusters Score -2702129 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2702149.750000 Penalty: 4800.084961
	Iteration 15Q: 3 clusters Score -2702150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2702179.750000 Penalty: 4800.084961
	Iteration 16Q: 3 clusters Score -2702180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2702200.250000 Penalty: 4800.084961
	Iteration 17Q: 3 clusters Score -2702200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2702214.000000 Penalty: 4800.084961
	Iteration 18Q: 3 clusters Score -2702214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2702228.750000 Penalty: 4800.084961
	Iteration 19Q: 3 clusters Score -2702229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2702248.750000 Penalty: 4800.084961
	Iteration 20F: 3 clusters Score -2702249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2702246.750000 Penalty: 4800.084961
	Iteration 21Q: 3 clusters Score -2702247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2702256.250000 Penalty: 4800.084961
	Iteration 22Q: 3 clusters Score -2702256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2702261.500000 Penalty: 4800.084961
	Iteration 23Q: 3 clusters Score -2702262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2702267.250000 Penalty: 4800.084961
	Iteration 24Q: 3 clusters Score -2702267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2702266.250000 Penalty: 4800.084961
	Iteration 25Q: 3 clusters Score -2702266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2702268.250000 Penalty: 4800.084961
	Iteration 26Q: 3 clusters Score -2702268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2702277.000000 Penalty: 4800.084961
	Iteration 27Q: 3 clusters Score -2702277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2702280.500000 Penalty: 4800.084961
	Iteration 28Q: 3 clusters Score -2702280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2702284.500000 Penalty: 4800.084961
	Iteration 29Q: 3 clusters Score -2702284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2702283.750000 Penalty: 4800.084961
	Iteration 30Q: 3 clusters Score -2702284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2702283.750000 Penalty: 4800.084961
	Iteration 31Q: 3 clusters Score -2702284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2702284.000000 Penalty: 4800.084961
	Iteration 32Q: 3 clusters Score -2702284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2702286.250000 Penalty: 4800.084961
	Iteration 33Q: 3 clusters Score -2702286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2702285.750000 Penalty: 4800.084961
	Iteration 34Q: 3 clusters Score -2702286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2702286.000000 Penalty: 4800.084961
	Iteration 35Q: 3 clusters Score -2702286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2702297.500000 Penalty: 4800.084961
	Iteration 36Q: 3 clusters Score -2702298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2702303.500000 Penalty: 4800.084961
	Iteration 37Q: 3 clusters Score -2702304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2702306.500000 Penalty: 4800.084961
	Iteration 38Q: 3 clusters Score -2702306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2702300.500000 Penalty: 4800.084961
	Iteration 39Q: 3 clusters Score -2702300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2702307.000000 Penalty: 4800.084961
	Iteration 40F: 3 clusters Score -2702307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2702310.750000 Penalty: 4800.084961
	Iteration 41Q: 3 clusters Score -2702311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2702315.000000 Penalty: 4800.084961
	Iteration 42Q: 3 clusters Score -2702315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2702318.750000 Penalty: 4800.084961
	Iteration 43Q: 3 clusters Score -2702319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2702322.500000 Penalty: 4800.084961
	Iteration 44Q: 3 clusters Score -2702322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2702315.750000 Penalty: 4800.084961
	Iteration 45Q: 3 clusters Score -2702316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2702316.250000 Penalty: 4800.084961
	Iteration 46Q: 3 clusters Score -2702316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2702316.750000 Penalty: 4800.084961
	Iteration 47Q: 3 clusters Score -2702317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2702321.750000 Penalty: 4800.084961
	Iteration 48Q: 3 clusters Score -2702322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2702319.000000 Penalty: 4800.084961
	Iteration 49Q: 3 clusters Score -2702319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2702323.750000 Penalty: 4800.084961
	Iteration 50Q: 3 clusters Score -2702324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2702327.500000 Penalty: 4800.084961
	Iteration 51Q: 3 clusters Score -2702328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2702320.250000 Penalty: 4800.084961
	Iteration 52Q: 3 clusters Score -2702320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2702319.250000 Penalty: 4800.084961
	Iteration 53Q: 3 clusters Score -2702319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2702319.750000 Penalty: 4800.084961
	Iteration 54Q: 3 clusters Score -2702320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2702318.000000 Penalty: 4800.084961
	Iteration 55Q: 3 clusters Score -2702318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2702316.500000 Penalty: 4800.084961
	Iteration 56Q: 3 clusters Score -2702316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2702321.500000 Penalty: 4800.084961
	Iteration 57Q: 3 clusters Score -2702322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2702324.750000 Penalty: 4800.084961
	Iteration 58Q: 3 clusters Score -2702325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2702322.750000 Penalty: 4800.084961
	Iteration 59Q: 3 clusters Score -2702323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2702322.750000 Penalty: 4800.084961
	Iteration 60F: 3 clusters Score -2702323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2702324.750000 Penalty: 4800.084961
	Iteration 61Q: 3 clusters Score -2702325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2702322.250000 Penalty: 4800.084961
	Iteration 62Q: 3 clusters Score -2702322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2702321.250000 Penalty: 4800.084961
	Iteration 63Q: 3 clusters Score -2702321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2702325.750000 Penalty: 4800.084961
	Iteration 64Q: 3 clusters Score -2702326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2702322.500000 Penalty: 4800.084961
	Iteration 65Q: 3 clusters Score -2702322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2702323.500000 Penalty: 4800.084961
	Iteration 66Q: 3 clusters Score -2702324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2702327.750000 Penalty: 4800.084961
	Iteration 67Q: 3 clusters Score -2702328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2702329.750000 Penalty: 4800.084961
	Iteration 68Q: 3 clusters Score -2702330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2702332.500000 Penalty: 4800.084961
	Iteration 69Q: 3 clusters Score -2702332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2702338.250000 Penalty: 4800.084961
	Iteration 70Q: 3 clusters Score -2702338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2702336.500000 Penalty: 4800.084961
	Iteration 71Q: 3 clusters Score -2702336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2702342.000000 Penalty: 4800.084961
	Iteration 72Q: 3 clusters Score -2702342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2702337.000000 Penalty: 4800.084961
	Iteration 73Q: 3 clusters Score -2702337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2702341.500000 Penalty: 4800.084961
	Iteration 74Q: 3 clusters Score -2702342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2702344.750000 Penalty: 4800.084961
	Iteration 75Q: 3 clusters Score -2702345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2702347.000000 Penalty: 4800.084961
	Iteration 76Q: 3 clusters Score -2702347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2702342.500000 Penalty: 4800.084961
	Iteration 77Q: 3 clusters Score -2702342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2702344.500000 Penalty: 4800.084961
	Iteration 78Q: 3 clusters Score -2702344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2702344.500000 Penalty: 4800.084961
	Iteration 79Q: 3 clusters Score -2702344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2702347.750000 Penalty: 4800.084961
	Iteration 80F: 3 clusters Score -2702348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2702348.250000 Penalty: 4800.084961
	Iteration 81Q: 3 clusters Score -2702348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2702346.750000 Penalty: 4800.084961
	Iteration 82Q: 3 clusters Score -2702347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2702346.750000 Penalty: 4800.084961
	Iteration 83F: 3 clusters Score -2702347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -731024.875000 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -731024.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -726884.562500 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -726884.6 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -728316.375000 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -728316.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -728787.250000 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -728787.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -729172.687500 Penalty: 4183.924805
	Iteration 3F: 3 clusters Score -729172.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -729499.812500 Penalty: 4183.924805
	Iteration 4F: 3 clusters Score -729499.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -729723.750000 Penalty: 4183.924805
	Iteration 5F: 3 clusters Score -729723.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -729887.687500 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -729887.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -729990.875000 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -729990.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -730058.750000 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -730058.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -730128.000000 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -730128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -730206.062500 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -730206.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -730267.375000 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -730267.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -730311.000000 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -730311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -730366.000000 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -730366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -730434.687500 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -730434.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -730520.375000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -730520.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -730614.812500 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -730614.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -730705.312500 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -730705.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -730778.937500 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -730778.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -730825.937500 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -730825.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -730855.062500 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -730855.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -730883.250000 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -730883.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -730903.750000 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -730903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -730918.187500 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -730918.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -730934.250000 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -730934.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -730958.062500 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -730958.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -730986.937500 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -730986.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -731012.000000 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -731012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -731029.812500 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -731029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -731043.250000 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -731043.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -731053.125000 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -731053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -731064.062500 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -731064.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -731070.750000 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -731070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -731080.187500 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -731080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -731086.750000 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -731086.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -731099.312500 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -731099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -731108.125000 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -731108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -731121.500000 Penalty: 4183.924805
	Iteration 37Q: 3 clusters Score -731121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -731137.250000 Penalty: 4183.924805
	Iteration 38Q: 3 clusters Score -731137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -731146.937500 Penalty: 4183.924805
	Iteration 39Q: 3 clusters Score -731146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -731156.625000 Penalty: 4183.924805
	Iteration 40F: 3 clusters Score -731156.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -731174.625000 Penalty: 4183.924805
	Iteration 41Q: 3 clusters Score -731174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -731184.062500 Penalty: 4183.924805
	Iteration 42Q: 3 clusters Score -731184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -731195.312500 Penalty: 4183.924805
	Iteration 43Q: 3 clusters Score -731195.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -731207.250000 Penalty: 4183.924805
	Iteration 44Q: 3 clusters Score -731207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -731210.937500 Penalty: 4183.924805
	Iteration 45Q: 3 clusters Score -731210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -731215.062500 Penalty: 4183.924805
	Iteration 46Q: 3 clusters Score -731215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -731218.187500 Penalty: 4183.924805
	Iteration 47Q: 3 clusters Score -731218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -731220.812500 Penalty: 4183.924805
	Iteration 48Q: 3 clusters Score -731220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -731224.500000 Penalty: 4183.924805
	Iteration 49Q: 3 clusters Score -731224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -731226.375000 Penalty: 4183.924805
	Iteration 50Q: 3 clusters Score -731226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -731226.937500 Penalty: 4183.924805
	Iteration 51Q: 3 clusters Score -731226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -731228.375000 Penalty: 4183.924805
	Iteration 52Q: 3 clusters Score -731228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -731228.437500 Penalty: 4183.924805
	Iteration 53Q: 3 clusters Score -731228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -731229.187500 Penalty: 4183.924805
	Iteration 54Q: 3 clusters Score -731229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -731229.250000 Penalty: 4183.924805
	Iteration 55Q: 3 clusters Score -731229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -731229.250000 Penalty: 4183.924805
	Iteration 56F: 3 clusters Score -731229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 1984 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117262944.000000 Penalty: 193300.609375
Splitting cluster 44 changes total score from -117264232.000000 to -117262944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -41239.613281 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -41239.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40140.847656 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -40140.85 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40391.625000 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -40391.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40446.875000 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -40446.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40464.042969 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -40464.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40468.527344 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -40468.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40469.589844 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -40469.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40496.734375 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40496.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40496.734375 Penalty: 2845.339844
	Iteration 7F: 3 clusters Score -40496.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -1445460.375000 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -1445460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1438860.875000 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -1438861 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1440767.250000 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -1440767 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1441228.500000 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -1441228 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1441784.625000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -1441785 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1442580.375000 Penalty: 4472.852051
	Iteration 4F: 3 clusters Score -1442580 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1443495.875000 Penalty: 4472.852051
	Iteration 5F: 3 clusters Score -1443496 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1444274.500000 Penalty: 4472.852051
	Iteration 6F: 3 clusters Score -1444274 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1444786.625000 Penalty: 4472.852051
	Iteration 7F: 3 clusters Score -1444787 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1445021.500000 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -1445022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1445109.500000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -1445110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1445158.250000 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -1445158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1445180.500000 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -1445180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1445188.250000 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -1445188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1445194.500000 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -1445194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1445202.375000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -1445202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1445206.625000 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -1445207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1445206.875000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -1445207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1445212.375000 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -1445212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1445210.750000 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -1445211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1445211.500000 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -1445212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1445211.125000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -1445211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1445213.875000 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -1445214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1445213.875000 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -1445214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1445217.875000 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -1445218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1445213.875000 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -1445214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1445216.000000 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -1445216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1445216.000000 Penalty: 4472.852051
	Iteration 26F: 3 clusters Score -1445216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Entering Unmasked Estep 
Score: -6989104.000000 Penalty: 2623.939941
	Iteration 0F: 2 clusters Score -6989104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -6964081.500000 Penalty: 5247.879883
	Iteration 0F: 3 clusters Score -6964082 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -6974261.000000 Penalty: 5247.879883
	Iteration 1F: 3 clusters Score -6974261 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -6974935.500000 Penalty: 5247.879883
	Iteration 2Q: 3 clusters Score -6974936 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6975529.500000 Penalty: 5247.879883
	Iteration 3Q: 3 clusters Score -6975530 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6976130.000000 Penalty: 5247.879883
	Iteration 4Q: 3 clusters Score -6976130 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -6976774.500000 Penalty: 5247.879883
	Iteration 5Q: 3 clusters Score -6976774 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6977643.000000 Penalty: 5247.879883
	Iteration 6Q: 3 clusters Score -6977643 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -6978752.500000 Penalty: 5247.879883
	Iteration 7F: 3 clusters Score -6978752 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -6979949.500000 Penalty: 5247.879883
	Iteration 8F: 3 clusters Score -6979950 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6981432.500000 Penalty: 5247.879883
	Iteration 9F: 3 clusters Score -6981432 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -6983014.500000 Penalty: 5247.879883
	Iteration 10F: 3 clusters Score -6983014 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6984544.000000 Penalty: 5247.879883
	Iteration 11Q: 3 clusters Score -6984544 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -6985564.000000 Penalty: 5247.879883
	Iteration 12Q: 3 clusters Score -6985564 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6986255.000000 Penalty: 5247.879883
	Iteration 13Q: 3 clusters Score -6986255 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6986617.500000 Penalty: 5247.879883
	Iteration 14Q: 3 clusters Score -6986618 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6986763.000000 Penalty: 5247.879883
	Iteration 15Q: 3 clusters Score -6986763 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6986847.000000 Penalty: 5247.879883
	Iteration 16Q: 3 clusters Score -6986847 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6986865.000000 Penalty: 5247.879883
	Iteration 17Q: 3 clusters Score -6986865 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6986923.500000 Penalty: 5247.879883
	Iteration 18Q: 3 clusters Score -6986924 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6986959.500000 Penalty: 5247.879883
	Iteration 19Q: 3 clusters Score -6986960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6987002.000000 Penalty: 5247.879883
	Iteration 20F: 3 clusters Score -6987002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6987041.000000 Penalty: 5247.879883
	Iteration 21Q: 3 clusters Score -6987041 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6987088.000000 Penalty: 5247.879883
	Iteration 22Q: 3 clusters Score -6987088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6987138.000000 Penalty: 5247.879883
	Iteration 23Q: 3 clusters Score -6987138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6987177.500000 Penalty: 5247.879883
	Iteration 24Q: 3 clusters Score -6987178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6987199.000000 Penalty: 5247.879883
	Iteration 25Q: 3 clusters Score -6987199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6987206.500000 Penalty: 5247.879883
	Iteration 26Q: 3 clusters Score -6987206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6987225.500000 Penalty: 5247.879883
	Iteration 27Q: 3 clusters Score -6987226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6987238.500000 Penalty: 5247.879883
	Iteration 28Q: 3 clusters Score -6987238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6987249.000000 Penalty: 5247.879883
	Iteration 29Q: 3 clusters Score -6987249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6987251.500000 Penalty: 5247.879883
	Iteration 30Q: 3 clusters Score -6987252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6987261.500000 Penalty: 5247.879883
	Iteration 31Q: 3 clusters Score -6987262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6987283.000000 Penalty: 5247.879883
	Iteration 32Q: 3 clusters Score -6987283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6987282.000000 Penalty: 5247.879883
	Iteration 33Q: 3 clusters Score -6987282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6987279.500000 Penalty: 5247.879883
	Iteration 34Q: 3 clusters Score -6987280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6987292.000000 Penalty: 5247.879883
	Iteration 35Q: 3 clusters Score -6987292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6987298.000000 Penalty: 5247.879883
	Iteration 36Q: 3 clusters Score -6987298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6987298.500000 Penalty: 5247.879883
	Iteration 37Q: 3 clusters Score -6987298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6987305.000000 Penalty: 5247.879883
	Iteration 38Q: 3 clusters Score -6987305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6987324.500000 Penalty: 5247.879883
	Iteration 39Q: 3 clusters Score -6987324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6987322.000000 Penalty: 5247.879883
	Iteration 40F: 3 clusters Score -6987322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6987323.500000 Penalty: 5247.879883
	Iteration 41Q: 3 clusters Score -6987324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6987332.000000 Penalty: 5247.879883
	Iteration 42Q: 3 clusters Score -6987332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6987330.000000 Penalty: 5247.879883
	Iteration 43Q: 3 clusters Score -6987330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6987336.500000 Penalty: 5247.879883
	Iteration 44Q: 3 clusters Score -6987336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6987335.000000 Penalty: 5247.879883
	Iteration 45Q: 3 clusters Score -6987335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6987332.500000 Penalty: 5247.879883
	Iteration 46Q: 3 clusters Score -6987332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6987337.000000 Penalty: 5247.879883
	Iteration 47Q: 3 clusters Score -6987337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6987341.000000 Penalty: 5247.879883
	Iteration 48Q: 3 clusters Score -6987341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6987343.500000 Penalty: 5247.879883
	Iteration 49Q: 3 clusters Score -6987344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6987338.500000 Penalty: 5247.879883
	Iteration 50Q: 3 clusters Score -6987338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6987344.500000 Penalty: 5247.879883
	Iteration 51Q: 3 clusters Score -6987344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6987360.000000 Penalty: 5247.879883
	Iteration 52Q: 3 clusters Score -6987360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6987358.500000 Penalty: 5247.879883
	Iteration 53Q: 3 clusters Score -6987358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6987373.000000 Penalty: 5247.879883
	Iteration 54Q: 3 clusters Score -6987373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6987377.500000 Penalty: 5247.879883
	Iteration 55Q: 3 clusters Score -6987378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6987381.500000 Penalty: 5247.879883
	Iteration 56Q: 3 clusters Score -6987382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6987386.500000 Penalty: 5247.879883
	Iteration 57Q: 3 clusters Score -6987386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6987396.000000 Penalty: 5247.879883
	Iteration 58Q: 3 clusters Score -6987396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6987399.500000 Penalty: 5247.879883
	Iteration 59Q: 3 clusters Score -6987400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6987413.000000 Penalty: 5247.879883
	Iteration 60F: 3 clusters Score -6987413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6987400.500000 Penalty: 5247.879883
	Iteration 61Q: 3 clusters Score -6987400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6987411.000000 Penalty: 5247.879883
	Iteration 62Q: 3 clusters Score -6987411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6987412.000000 Penalty: 5247.879883
	Iteration 63Q: 3 clusters Score -6987412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6987417.000000 Penalty: 5247.879883
	Iteration 64Q: 3 clusters Score -6987417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6987410.000000 Penalty: 5247.879883
	Iteration 65Q: 3 clusters Score -6987410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6987401.000000 Penalty: 5247.879883
	Iteration 66Q: 3 clusters Score -6987401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6987401.000000 Penalty: 5247.879883
	Iteration 67F: 3 clusters Score -6987401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Entering Unmasked Estep 
Score: -6417450.000000 Penalty: 2596.917236
	Iteration 0F: 2 clusters Score -6417450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6394092.500000 Penalty: 5193.834473
	Iteration 0F: 3 clusters Score -6394092 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -6403004.000000 Penalty: 5193.834473
	Iteration 1F: 3 clusters Score -6403004 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -6403558.500000 Penalty: 5193.834473
	Iteration 2Q: 3 clusters Score -6403558 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -6404047.000000 Penalty: 5193.834473
	Iteration 3Q: 3 clusters Score -6404047 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -6404564.500000 Penalty: 5193.834473
	Iteration 4Q: 3 clusters Score -6404564 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6405107.500000 Penalty: 5193.834473
	Iteration 5Q: 3 clusters Score -6405108 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6405769.500000 Penalty: 5193.834473
	Iteration 6Q: 3 clusters Score -6405770 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -6406617.000000 Penalty: 5193.834473
	Iteration 7Q: 3 clusters Score -6406617 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6407692.000000 Penalty: 5193.834473
	Iteration 8Q: 3 clusters Score -6407692 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6409073.000000 Penalty: 5193.834473
	Iteration 9F: 3 clusters Score -6409073 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -6410674.000000 Penalty: 5193.834473
	Iteration 10F: 3 clusters Score -6410674 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6412312.500000 Penalty: 5193.834473
	Iteration 11F: 3 clusters Score -6412312 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6413617.000000 Penalty: 5193.834473
	Iteration 12Q: 3 clusters Score -6413617 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6414411.000000 Penalty: 5193.834473
	Iteration 13Q: 3 clusters Score -6414411 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -6414906.000000 Penalty: 5193.834473
	Iteration 14Q: 3 clusters Score -6414906 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -6415195.000000 Penalty: 5193.834473
	Iteration 15Q: 3 clusters Score -6415195 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6415283.000000 Penalty: 5193.834473
	Iteration 16Q: 3 clusters Score -6415283 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -6415325.000000 Penalty: 5193.834473
	Iteration 17Q: 3 clusters Score -6415325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -6415393.000000 Penalty: 5193.834473
	Iteration 18Q: 3 clusters Score -6415393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -6415434.000000 Penalty: 5193.834473
	Iteration 19Q: 3 clusters Score -6415434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -6415486.500000 Penalty: 5193.834473
	Iteration 20F: 3 clusters Score -6415486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6415496.000000 Penalty: 5193.834473
	Iteration 21Q: 3 clusters Score -6415496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -6415501.500000 Penalty: 5193.834473
	Iteration 22Q: 3 clusters Score -6415502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -6415526.000000 Penalty: 5193.834473
	Iteration 23Q: 3 clusters Score -6415526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6415532.000000 Penalty: 5193.834473
	Iteration 24Q: 3 clusters Score -6415532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6415537.000000 Penalty: 5193.834473
	Iteration 25Q: 3 clusters Score -6415537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6415549.500000 Penalty: 5193.834473
	Iteration 26Q: 3 clusters Score -6415550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -6415550.500000 Penalty: 5193.834473
	Iteration 27Q: 3 clusters Score -6415550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6415563.000000 Penalty: 5193.834473
	Iteration 28Q: 3 clusters Score -6415563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -6415565.000000 Penalty: 5193.834473
	Iteration 29Q: 3 clusters Score -6415565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6415568.000000 Penalty: 5193.834473
	Iteration 30Q: 3 clusters Score -6415568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -6415567.500000 Penalty: 5193.834473
	Iteration 31Q: 3 clusters Score -6415568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6415571.000000 Penalty: 5193.834473
	Iteration 32Q: 3 clusters Score -6415571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -6415575.000000 Penalty: 5193.834473
	Iteration 33Q: 3 clusters Score -6415575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6415585.000000 Penalty: 5193.834473
	Iteration 34Q: 3 clusters Score -6415585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6415588.500000 Penalty: 5193.834473
	Iteration 35Q: 3 clusters Score -6415588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6415587.000000 Penalty: 5193.834473
	Iteration 36Q: 3 clusters Score -6415587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6415586.000000 Penalty: 5193.834473
	Iteration 37Q: 3 clusters Score -6415586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6415586.000000 Penalty: 5193.834473
	Iteration 38F: 3 clusters Score -6415586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -342786.843750 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -342786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -340108.250000 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -340108.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -340887.843750 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -340887.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -341208.343750 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -341208.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -341498.156250 Penalty: 3814.835449
	Iteration 3F: 3 clusters Score -341498.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -341720.000000 Penalty: 3814.835449
	Iteration 4F: 3 clusters Score -341720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -341893.656250 Penalty: 3814.835449
	Iteration 5F: 3 clusters Score -341893.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342031.000000 Penalty: 3814.835449
	Iteration 6Q: 3 clusters Score -342031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342138.218750 Penalty: 3814.835449
	Iteration 7Q: 3 clusters Score -342138.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -342246.843750 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -342246.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342291.500000 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -342291.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342325.562500 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -342325.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342358.312500 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -342358.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -342366.343750 Penalty: 3814.835449
	Iteration 12Q: 3 clusters Score -342366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -342370.562500 Penalty: 3814.835449
	Iteration 13Q: 3 clusters Score -342370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -342370.562500 Penalty: 3814.835449
	Iteration 14F: 3 clusters Score -342370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -1105641.750000 Penalty: 2183.658691
	Iteration 0F: 2 clusters Score -1105642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1100112.250000 Penalty: 4367.317383
	Iteration 0F: 3 clusters Score -1100112 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1102265.375000 Penalty: 4367.317383
	Iteration 1F: 3 clusters Score -1102265 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1103118.500000 Penalty: 4367.317383
	Iteration 2F: 3 clusters Score -1103118 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1103708.125000 Penalty: 4367.317383
	Iteration 3F: 3 clusters Score -1103708 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1104142.250000 Penalty: 4367.317383
	Iteration 4F: 3 clusters Score -1104142 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1104497.375000 Penalty: 4367.317383
	Iteration 5F: 3 clusters Score -1104497 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1104815.875000 Penalty: 4367.317383
	Iteration 6F: 3 clusters Score -1104816 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1105131.375000 Penalty: 4367.317383
	Iteration 7Q: 3 clusters Score -1105131 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1105430.875000 Penalty: 4367.317383
	Iteration 8Q: 3 clusters Score -1105431 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1105651.625000 Penalty: 4367.317383
	Iteration 9Q: 3 clusters Score -1105652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1105804.500000 Penalty: 4367.317383
	Iteration 10Q: 3 clusters Score -1105804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1105892.250000 Penalty: 4367.317383
	Iteration 11Q: 3 clusters Score -1105892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1105937.250000 Penalty: 4367.317383
	Iteration 12Q: 3 clusters Score -1105937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1105972.000000 Penalty: 4367.317383
	Iteration 13Q: 3 clusters Score -1105972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1105996.000000 Penalty: 4367.317383
	Iteration 14Q: 3 clusters Score -1105996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1106008.750000 Penalty: 4367.317383
	Iteration 15Q: 3 clusters Score -1106009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1106019.125000 Penalty: 4367.317383
	Iteration 16Q: 3 clusters Score -1106019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1106024.125000 Penalty: 4367.317383
	Iteration 17Q: 3 clusters Score -1106024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1106027.125000 Penalty: 4367.317383
	Iteration 18Q: 3 clusters Score -1106027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1106033.125000 Penalty: 4367.317383
	Iteration 19Q: 3 clusters Score -1106033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1106035.250000 Penalty: 4367.317383
	Iteration 20F: 3 clusters Score -1106035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1106036.125000 Penalty: 4367.317383
	Iteration 21Q: 3 clusters Score -1106036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1106038.250000 Penalty: 4367.317383
	Iteration 22Q: 3 clusters Score -1106038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1106039.250000 Penalty: 4367.317383
	Iteration 23Q: 3 clusters Score -1106039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1106039.375000 Penalty: 4367.317383
	Iteration 24Q: 3 clusters Score -1106039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1106041.000000 Penalty: 4367.317383
	Iteration 25Q: 3 clusters Score -1106041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1106041.625000 Penalty: 4367.317383
	Iteration 26Q: 3 clusters Score -1106042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1106041.000000 Penalty: 4367.317383
	Iteration 27Q: 3 clusters Score -1106041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1106043.000000 Penalty: 4367.317383
	Iteration 28Q: 3 clusters Score -1106043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1106045.125000 Penalty: 4367.317383
	Iteration 29Q: 3 clusters Score -1106045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1106044.500000 Penalty: 4367.317383
	Iteration 30Q: 3 clusters Score -1106044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1106047.375000 Penalty: 4367.317383
	Iteration 31Q: 3 clusters Score -1106047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1106051.250000 Penalty: 4367.317383
	Iteration 32Q: 3 clusters Score -1106051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1106051.250000 Penalty: 4367.317383
	Iteration 33F: 3 clusters Score -1106051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 2640 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 4028 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263128.000000 Penalty: 193300.609375
Splitting cluster 51 changes total score from -117264232.000000 to -117263128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75839.156250 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75839.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76119.265625 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76119.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76248.125000 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76248.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76296.968750 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76296.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76387.804688 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76455.406250 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76455.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76498.726562 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76498.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76521.609375 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76521.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76536.343750 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76536.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76540.851562 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76540.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76540.851562 Penalty: 3076.457764
	Iteration 10F: 3 clusters Score -76540.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -183189.453125 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -183189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181245.593750 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -181245.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181674.296875 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -181674.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181867.625000 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -181867.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -182030.546875 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -182030.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -182216.015625 Penalty: 3484.666992
	Iteration 4F: 3 clusters Score -182216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -182543.968750 Penalty: 3484.666992
	Iteration 5F: 3 clusters Score -182544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182815.484375 Penalty: 3484.666992
	Iteration 6F: 3 clusters Score -182815.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -183007.156250 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -183007.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -183145.625000 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -183145.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183221.375000 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -183221.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183253.093750 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -183253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -183281.250000 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -183281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -183362.453125 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -183362.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183490.203125 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -183490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -183594.578125 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -183594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -183652.359375 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -183652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -183723.875000 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -183723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183778.953125 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -183779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183813.531250 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -183813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183867.828125 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -183867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -183923.906250 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -183923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183983.140625 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -183983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -184064.140625 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -184064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -184093.687500 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -184093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184124.390625 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -184124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184124.390625 Penalty: 3484.666992
	Iteration 25F: 3 clusters Score -184124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 761 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 364 members 
Mstep: Class 54 contains 554 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117263280.000000 Penalty: 193300.609375
Splitting cluster 53 changes total score from -117264232.000000 to -117263280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -34801.812500 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -34801.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33432.117188 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -33432.12 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34079.531250 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -34079.53 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34937.152344 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -34937.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36034.449219 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -36034.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36655.417969 Penalty: 3133.313721
	Iteration 4F: 3 clusters Score -36655.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36815.511719 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -36815.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36896.828125 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -36896.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36942.156250 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -36942.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36961.109375 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -36961.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -36971.738281 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -36971.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36980.277344 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -36980.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36980.277344 Penalty: 3133.313721
	Iteration 11F: 3 clusters Score -36980.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 334 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
Score: -117264368.000000 Penalty: 193300.609375
Splitting cluster 54 changes total score from -117264232.000000 to -117264368.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 55 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -120124.257812 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -120124.3 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 397 members 
Entering Unmasked Estep 
Score: -118441.046875 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -118441 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -118824.281250 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -118824.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118968.007812 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -118968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119079.773438 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -119079.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119173.109375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -119173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119211.273438 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -119211.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119244.781250 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -119244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119263.148438 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -119263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119268.843750 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -119268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119271.835938 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -119271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119285.335938 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -119285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119314.914062 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -119314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119355.992188 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -119356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -119369.523438 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -119369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -119378.445312 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -119378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119386.546875 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -119386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119389.093750 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -119389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119389.093750 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -119389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (13196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Entering Unmasked Estep 
Score: -2244128.250000 Penalty: 2352.941895
	Iteration 0F: 2 clusters Score -2244128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2234318.000000 Penalty: 4705.883789
	Iteration 0F: 3 clusters Score -2234318 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2237386.250000 Penalty: 4705.883789
	Iteration 1F: 3 clusters Score -2237386 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2237705.000000 Penalty: 4705.883789
	Iteration 2F: 3 clusters Score -2237705 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2237918.750000 Penalty: 4705.883789
	Iteration 3Q: 3 clusters Score -2237919 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2238081.000000 Penalty: 4705.883789
	Iteration 4Q: 3 clusters Score -2238081 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2238219.750000 Penalty: 4705.883789
	Iteration 5Q: 3 clusters Score -2238220 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2238348.500000 Penalty: 4705.883789
	Iteration 6Q: 3 clusters Score -2238348 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2238469.250000 Penalty: 4705.883789
	Iteration 7Q: 3 clusters Score -2238469 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2238620.000000 Penalty: 4705.883789
	Iteration 8Q: 3 clusters Score -2238620 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2238798.500000 Penalty: 4705.883789
	Iteration 9Q: 3 clusters Score -2238798 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2239020.250000 Penalty: 4705.883789
	Iteration 10Q: 3 clusters Score -2239020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2239300.250000 Penalty: 4705.883789
	Iteration 11Q: 3 clusters Score -2239300 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2239664.750000 Penalty: 4705.883789
	Iteration 12Q: 3 clusters Score -2239665 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2240130.500000 Penalty: 4705.883789
	Iteration 13F: 3 clusters Score -2240130 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2240576.250000 Penalty: 4705.883789
	Iteration 14Q: 3 clusters Score -2240576 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2240947.750000 Penalty: 4705.883789
	Iteration 15Q: 3 clusters Score -2240948 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2241265.500000 Penalty: 4705.883789
	Iteration 16Q: 3 clusters Score -2241266 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2241504.250000 Penalty: 4705.883789
	Iteration 17Q: 3 clusters Score -2241504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2241670.250000 Penalty: 4705.883789
	Iteration 18Q: 3 clusters Score -2241670 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2241794.500000 Penalty: 4705.883789
	Iteration 19Q: 3 clusters Score -2241794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2241870.250000 Penalty: 4705.883789
	Iteration 20F: 3 clusters Score -2241870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2241911.500000 Penalty: 4705.883789
	Iteration 21Q: 3 clusters Score -2241912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2241962.750000 Penalty: 4705.883789
	Iteration 22Q: 3 clusters Score -2241963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2241994.000000 Penalty: 4705.883789
	Iteration 23Q: 3 clusters Score -2241994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2242022.000000 Penalty: 4705.883789
	Iteration 24Q: 3 clusters Score -2242022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2242052.750000 Penalty: 4705.883789
	Iteration 25Q: 3 clusters Score -2242053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2242090.750000 Penalty: 4705.883789
	Iteration 26Q: 3 clusters Score -2242091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2242107.000000 Penalty: 4705.883789
	Iteration 27Q: 3 clusters Score -2242107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2242118.750000 Penalty: 4705.883789
	Iteration 28Q: 3 clusters Score -2242119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2242133.250000 Penalty: 4705.883789
	Iteration 29Q: 3 clusters Score -2242133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2242142.000000 Penalty: 4705.883789
	Iteration 30Q: 3 clusters Score -2242142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2242152.750000 Penalty: 4705.883789
	Iteration 31Q: 3 clusters Score -2242153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2242156.250000 Penalty: 4705.883789
	Iteration 32Q: 3 clusters Score -2242156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2242161.000000 Penalty: 4705.883789
	Iteration 33Q: 3 clusters Score -2242161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2242166.250000 Penalty: 4705.883789
	Iteration 34Q: 3 clusters Score -2242166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2242171.250000 Penalty: 4705.883789
	Iteration 35Q: 3 clusters Score -2242171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2242174.000000 Penalty: 4705.883789
	Iteration 36Q: 3 clusters Score -2242174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2242174.500000 Penalty: 4705.883789
	Iteration 37Q: 3 clusters Score -2242174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2242176.500000 Penalty: 4705.883789
	Iteration 38Q: 3 clusters Score -2242176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2242180.000000 Penalty: 4705.883789
	Iteration 39Q: 3 clusters Score -2242180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2242178.250000 Penalty: 4705.883789
	Iteration 40F: 3 clusters Score -2242178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2242183.250000 Penalty: 4705.883789
	Iteration 41Q: 3 clusters Score -2242183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2242182.000000 Penalty: 4705.883789
	Iteration 42Q: 3 clusters Score -2242182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2242182.000000 Penalty: 4705.883789
	Iteration 43F: 3 clusters Score -2242182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -578269.125000 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -578269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -574754.000000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -574754 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -575442.250000 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -575442.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -575626.312500 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -575626.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -575739.375000 Penalty: 4037.017822
	Iteration 3Q: 3 clusters Score -575739.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -575814.125000 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -575814.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -575880.250000 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -575880.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -575938.000000 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -575938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -575992.000000 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -575992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -576036.000000 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -576036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -576072.375000 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -576072.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -576100.937500 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -576100.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -576123.187500 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -576123.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -576149.875000 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -576149.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -576169.875000 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -576169.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -576193.062500 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -576193.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -576209.750000 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -576209.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -576224.562500 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -576224.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -576240.187500 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -576240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -576251.812500 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -576251.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -576265.125000 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -576265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -576273.812500 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -576273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -576279.375000 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -576279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -576282.062500 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -576282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -576283.625000 Penalty: 4037.017822
	Iteration 23Q: 3 clusters Score -576283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -576286.937500 Penalty: 4037.017822
	Iteration 24Q: 3 clusters Score -576286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -576290.937500 Penalty: 4037.017822
	Iteration 25Q: 3 clusters Score -576290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -576295.375000 Penalty: 4037.017822
	Iteration 26Q: 3 clusters Score -576295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -576301.000000 Penalty: 4037.017822
	Iteration 27Q: 3 clusters Score -576301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -576307.312500 Penalty: 4037.017822
	Iteration 28Q: 3 clusters Score -576307.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -576319.437500 Penalty: 4037.017822
	Iteration 29Q: 3 clusters Score -576319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -576328.250000 Penalty: 4037.017822
	Iteration 30Q: 3 clusters Score -576328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -576332.625000 Penalty: 4037.017822
	Iteration 31Q: 3 clusters Score -576332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -576337.437500 Penalty: 4037.017822
	Iteration 32Q: 3 clusters Score -576337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -576341.062500 Penalty: 4037.017822
	Iteration 33Q: 3 clusters Score -576341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -576344.625000 Penalty: 4037.017822
	Iteration 34Q: 3 clusters Score -576344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -576347.875000 Penalty: 4037.017822
	Iteration 35Q: 3 clusters Score -576347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -576354.500000 Penalty: 4037.017822
	Iteration 36Q: 3 clusters Score -576354.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -576361.500000 Penalty: 4037.017822
	Iteration 37Q: 3 clusters Score -576361.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -576369.312500 Penalty: 4037.017822
	Iteration 38Q: 3 clusters Score -576369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -576375.500000 Penalty: 4037.017822
	Iteration 39Q: 3 clusters Score -576375.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -576377.312500 Penalty: 4037.017822
	Iteration 40F: 3 clusters Score -576377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -576381.000000 Penalty: 4037.017822
	Iteration 41Q: 3 clusters Score -576381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -576381.375000 Penalty: 4037.017822
	Iteration 42Q: 3 clusters Score -576381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -576382.375000 Penalty: 4037.017822
	Iteration 43Q: 3 clusters Score -576382.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -576384.375000 Penalty: 4037.017822
	Iteration 44Q: 3 clusters Score -576384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -576385.625000 Penalty: 4037.017822
	Iteration 45Q: 3 clusters Score -576385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -576387.500000 Penalty: 4037.017822
	Iteration 46Q: 3 clusters Score -576387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -576391.125000 Penalty: 4037.017822
	Iteration 47Q: 3 clusters Score -576391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -576393.437500 Penalty: 4037.017822
	Iteration 48Q: 3 clusters Score -576393.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -576399.062500 Penalty: 4037.017822
	Iteration 49Q: 3 clusters Score -576399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -576402.437500 Penalty: 4037.017822
	Iteration 50Q: 3 clusters Score -576402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -576407.437500 Penalty: 4037.017822
	Iteration 51Q: 3 clusters Score -576407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -576413.437500 Penalty: 4037.017822
	Iteration 52Q: 3 clusters Score -576413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -576419.875000 Penalty: 4037.017822
	Iteration 53Q: 3 clusters Score -576419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -576423.500000 Penalty: 4037.017822
	Iteration 54Q: 3 clusters Score -576423.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -576427.250000 Penalty: 4037.017822
	Iteration 55Q: 3 clusters Score -576427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -576432.687500 Penalty: 4037.017822
	Iteration 56Q: 3 clusters Score -576432.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -576439.875000 Penalty: 4037.017822
	Iteration 57Q: 3 clusters Score -576439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -576446.000000 Penalty: 4037.017822
	Iteration 58Q: 3 clusters Score -576446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -576453.250000 Penalty: 4037.017822
	Iteration 59Q: 3 clusters Score -576453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -576458.875000 Penalty: 4037.017822
	Iteration 60F: 3 clusters Score -576458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -576461.062500 Penalty: 4037.017822
	Iteration 61Q: 3 clusters Score -576461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -576464.375000 Penalty: 4037.017822
	Iteration 62Q: 3 clusters Score -576464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -576467.062500 Penalty: 4037.017822
	Iteration 63Q: 3 clusters Score -576467.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -576469.312500 Penalty: 4037.017822
	Iteration 64Q: 3 clusters Score -576469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -576471.875000 Penalty: 4037.017822
	Iteration 65Q: 3 clusters Score -576471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -576475.625000 Penalty: 4037.017822
	Iteration 66Q: 3 clusters Score -576475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -576481.250000 Penalty: 4037.017822
	Iteration 67Q: 3 clusters Score -576481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -576485.437500 Penalty: 4037.017822
	Iteration 68Q: 3 clusters Score -576485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -576489.187500 Penalty: 4037.017822
	Iteration 69Q: 3 clusters Score -576489.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -576491.437500 Penalty: 4037.017822
	Iteration 70Q: 3 clusters Score -576491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -576494.812500 Penalty: 4037.017822
	Iteration 71Q: 3 clusters Score -576494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -576500.187500 Penalty: 4037.017822
	Iteration 72Q: 3 clusters Score -576500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -576505.812500 Penalty: 4037.017822
	Iteration 73Q: 3 clusters Score -576505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -576509.250000 Penalty: 4037.017822
	Iteration 74Q: 3 clusters Score -576509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -576512.187500 Penalty: 4037.017822
	Iteration 75Q: 3 clusters Score -576512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -576517.312500 Penalty: 4037.017822
	Iteration 76Q: 3 clusters Score -576517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -576517.375000 Penalty: 4037.017822
	Iteration 77Q: 3 clusters Score -576517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -576518.875000 Penalty: 4037.017822
	Iteration 78Q: 3 clusters Score -576518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -576519.187500 Penalty: 4037.017822
	Iteration 79Q: 3 clusters Score -576519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -576519.500000 Penalty: 4037.017822
	Iteration 80F: 3 clusters Score -576519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -576521.437500 Penalty: 4037.017822
	Iteration 81Q: 3 clusters Score -576521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -576521.125000 Penalty: 4037.017822
	Iteration 82Q: 3 clusters Score -576521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -576522.687500 Penalty: 4037.017822
	Iteration 83Q: 3 clusters Score -576522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -576523.375000 Penalty: 4037.017822
	Iteration 84Q: 3 clusters Score -576523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -576524.125000 Penalty: 4037.017822
	Iteration 85Q: 3 clusters Score -576524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -576526.125000 Penalty: 4037.017822
	Iteration 86Q: 3 clusters Score -576526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -576527.000000 Penalty: 4037.017822
	Iteration 87Q: 3 clusters Score -576527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -576528.437500 Penalty: 4037.017822
	Iteration 88Q: 3 clusters Score -576528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -576528.250000 Penalty: 4037.017822
	Iteration 89Q: 3 clusters Score -576528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -576528.437500 Penalty: 4037.017822
	Iteration 90Q: 3 clusters Score -576528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -576528.312500 Penalty: 4037.017822
	Iteration 91Q: 3 clusters Score -576528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -576528.875000 Penalty: 4037.017822
	Iteration 92Q: 3 clusters Score -576528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -576528.312500 Penalty: 4037.017822
	Iteration 93Q: 3 clusters Score -576528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -576529.750000 Penalty: 4037.017822
	Iteration 94Q: 3 clusters Score -576529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -576528.750000 Penalty: 4037.017822
	Iteration 95Q: 3 clusters Score -576528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -576528.750000 Penalty: 4037.017822
	Iteration 96F: 3 clusters Score -576528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Entering Unmasked Estep 
Score: -2370359.250000 Penalty: 2356.579834
	Iteration 0F: 2 clusters Score -2370359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2360511.500000 Penalty: 4713.159668
	Iteration 0F: 3 clusters Score -2360512 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2363862.000000 Penalty: 4713.159668
	Iteration 1F: 3 clusters Score -2363862 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2364983.250000 Penalty: 4713.159668
	Iteration 2F: 3 clusters Score -2364983 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2366382.750000 Penalty: 4713.159668
	Iteration 3F: 3 clusters Score -2366383 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2367697.750000 Penalty: 4713.159668
	Iteration 4F: 3 clusters Score -2367698 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2368474.500000 Penalty: 4713.159668
	Iteration 5F: 3 clusters Score -2368474 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2368793.250000 Penalty: 4713.159668
	Iteration 6Q: 3 clusters Score -2368793 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2368929.250000 Penalty: 4713.159668
	Iteration 7Q: 3 clusters Score -2368929 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2368984.250000 Penalty: 4713.159668
	Iteration 8Q: 3 clusters Score -2368984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2369001.500000 Penalty: 4713.159668
	Iteration 9Q: 3 clusters Score -2369002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2369008.000000 Penalty: 4713.159668
	Iteration 10Q: 3 clusters Score -2369008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2369017.750000 Penalty: 4713.159668
	Iteration 11Q: 3 clusters Score -2369018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2369021.000000 Penalty: 4713.159668
	Iteration 12Q: 3 clusters Score -2369021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2369025.250000 Penalty: 4713.159668
	Iteration 13Q: 3 clusters Score -2369025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2369023.750000 Penalty: 4713.159668
	Iteration 14Q: 3 clusters Score -2369024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2369024.250000 Penalty: 4713.159668
	Iteration 15Q: 3 clusters Score -2369024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2369028.500000 Penalty: 4713.159668
	Iteration 16Q: 3 clusters Score -2369028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2369028.250000 Penalty: 4713.159668
	Iteration 17Q: 3 clusters Score -2369028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2369026.500000 Penalty: 4713.159668
	Iteration 18Q: 3 clusters Score -2369026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2369026.500000 Penalty: 4713.159668
	Iteration 19F: 3 clusters Score -2369026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37150 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31450 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 50837 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 10057 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33903 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 16929 members 
Mstep: Class 41 contains 7980 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15956 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39356 members 
Mstep: Class 49 contains 35293 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 6668 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13196 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264416.000000 Penalty: 193300.609375
Iteration 119Q: 59 clusters Score -1.172644e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 12790 members 
Mstep: Class 4 contains 32156 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 37177 members 
Mstep: Class 7 contains 14179 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31538 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 12026 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 39984 members 
Mstep: Class 20 contains 50805 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 35257 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 36942 members 
Mstep: Class 25 contains 31070 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 10058 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8081 members 
Mstep: Class 35 contains 21720 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7124 members 
Mstep: Class 38 contains 33909 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 17097 members 
Mstep: Class 41 contains 7970 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15871 members 
Mstep: Class 44 contains 4605 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 334 members 
Mstep: Class 47 contains 8249 members 
Mstep: Class 48 contains 39361 members 
Mstep: Class 49 contains 35294 members 
Mstep: Class 50 contains 2191 members 
Mstep: Class 51 contains 6669 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13241 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117266800.000000 Penalty: 193300.609375
Iteration 120F: 59 clusters Score -1.172668e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12780 members 
Mstep: Class 4 contains 32158 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31600 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 12024 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 39934 members 
Mstep: Class 20 contains 50771 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 35347 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 36978 members 
Mstep: Class 25 contains 31039 members 
Mstep: Class 26 contains 3235 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 324 members 
Mstep: Class 30 contains 2221 members 
Mstep: Class 31 contains 10060 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8080 members 
Mstep: Class 35 contains 21456 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33918 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 17257 members 
Mstep: Class 41 contains 7955 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15815 members 
Mstep: Class 44 contains 4612 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 348 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39358 members 
Mstep: Class 49 contains 35288 members 
Mstep: Class 50 contains 2196 members 
Mstep: Class 51 contains 6669 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 294 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 13282 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117268688.000000 Penalty: 193300.609375
Iteration 121Q: 59 clusters Score -1.172687e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 32166 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37256 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31653 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 12022 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 39856 members 
Mstep: Class 20 contains 50709 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35360 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 37030 members 
Mstep: Class 25 contains 31007 members 
Mstep: Class 26 contains 3227 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 315 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8079 members 
Mstep: Class 35 contains 21197 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33929 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 17444 members 
Mstep: Class 41 contains 7939 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15767 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39366 members 
Mstep: Class 49 contains 35340 members 
Mstep: Class 50 contains 2200 members 
Mstep: Class 51 contains 6674 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 297 members 
Mstep: Class 55 contains 819 members 
Mstep: Class 56 contains 13322 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117268960.000000 Penalty: 193300.609375
Iteration 122Q: 59 clusters Score -1.17269e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 32170 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37280 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31699 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 12021 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 39800 members 
Mstep: Class 20 contains 50689 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 35342 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 37074 members 
Mstep: Class 25 contains 30982 members 
Mstep: Class 26 contains 3222 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 2221 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4059 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8079 members 
Mstep: Class 35 contains 20962 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33932 members 
Mstep: Class 39 contains 3144 members 
Mstep: Class 40 contains 17621 members 
Mstep: Class 41 contains 7904 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 15727 members 
Mstep: Class 44 contains 4618 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 358 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39369 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2204 members 
Mstep: Class 51 contains 6684 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1122 members 
Mstep: Class 54 contains 301 members 
Mstep: Class 55 contains 821 members 
Mstep: Class 56 contains 13366 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269096.000000 Penalty: 193300.609375
Iteration 123Q: 59 clusters Score -1.172691e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 12754 members 
Mstep: Class 4 contains 32173 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37312 members 
Mstep: Class 7 contains 14401 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31738 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12022 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11300 members 
Mstep: Class 19 contains 39759 members 
Mstep: Class 20 contains 50657 members 
Mstep: Class 21 contains 29044 members 
Mstep: Class 22 contains 35318 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 37098 members 
Mstep: Class 25 contains 30952 members 
Mstep: Class 26 contains 3223 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 2221 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4059 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8078 members 
Mstep: Class 35 contains 20751 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33936 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 17792 members 
Mstep: Class 41 contains 7875 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15697 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 8250 members 
Mstep: Class 48 contains 39369 members 
Mstep: Class 49 contains 35460 members 
Mstep: Class 50 contains 2206 members 
Mstep: Class 51 contains 6691 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 303 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 13397 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269008.000000 Penalty: 193300.609375
Iteration 124Q: 59 clusters Score -1.17269e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 32181 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37380 members 
Mstep: Class 7 contains 14421 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31774 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 39705 members 
Mstep: Class 20 contains 50645 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 35280 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 37106 members 
Mstep: Class 25 contains 30938 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 304 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 10062 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8077 members 
Mstep: Class 35 contains 20524 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33938 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 17966 members 
Mstep: Class 41 contains 7860 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15669 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 8252 members 
Mstep: Class 48 contains 39371 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2207 members 
Mstep: Class 51 contains 6697 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 304 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 13441 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269144.000000 Penalty: 193300.609375
Iteration 125Q: 59 clusters Score -1.172691e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 32196 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 37470 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31810 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 39634 members 
Mstep: Class 20 contains 50653 members 
Mstep: Class 21 contains 29053 members 
Mstep: Class 22 contains 35213 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 37152 members 
Mstep: Class 25 contains 30914 members 
Mstep: Class 26 contains 3207 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 303 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 10064 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8076 members 
Mstep: Class 35 contains 20246 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33940 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18139 members 
Mstep: Class 41 contains 7846 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15637 members 
Mstep: Class 44 contains 4621 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39369 members 
Mstep: Class 49 contains 35556 members 
Mstep: Class 50 contains 2211 members 
Mstep: Class 51 contains 6699 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 821 members 
Mstep: Class 56 contains 13486 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269160.000000 Penalty: 193300.609375
Iteration 126Q: 59 clusters Score -1.172692e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 32201 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 37594 members 
Mstep: Class 7 contains 14487 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31842 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11301 members 
Mstep: Class 19 contains 39595 members 
Mstep: Class 20 contains 50654 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 35128 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 37205 members 
Mstep: Class 25 contains 30884 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 302 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8076 members 
Mstep: Class 35 contains 19993 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33938 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18277 members 
Mstep: Class 41 contains 7827 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15608 members 
Mstep: Class 44 contains 4620 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39378 members 
Mstep: Class 49 contains 35596 members 
Mstep: Class 50 contains 2215 members 
Mstep: Class 51 contains 6703 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 822 members 
Mstep: Class 56 contains 13514 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269296.000000 Penalty: 193300.609375
Iteration 127Q: 59 clusters Score -1.172693e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 12758 members 
Mstep: Class 4 contains 32209 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 37687 members 
Mstep: Class 7 contains 14520 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31879 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 39555 members 
Mstep: Class 20 contains 50634 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 35043 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 37279 members 
Mstep: Class 25 contains 30862 members 
Mstep: Class 26 contains 3192 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 300 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8075 members 
Mstep: Class 35 contains 19783 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33938 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18392 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15573 members 
Mstep: Class 44 contains 4621 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39387 members 
Mstep: Class 49 contains 35657 members 
Mstep: Class 50 contains 2216 members 
Mstep: Class 51 contains 6704 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 824 members 
Mstep: Class 56 contains 13538 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269240.000000 Penalty: 193300.609375
Iteration 128Q: 59 clusters Score -1.172692e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 4 contains 32216 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 37791 members 
Mstep: Class 7 contains 14551 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 39510 members 
Mstep: Class 20 contains 50608 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34960 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 37337 members 
Mstep: Class 25 contains 30841 members 
Mstep: Class 26 contains 3191 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2207 members 
Mstep: Class 31 contains 10059 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8073 members 
Mstep: Class 35 contains 19589 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33939 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18514 members 
Mstep: Class 41 contains 7788 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 15541 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39397 members 
Mstep: Class 49 contains 35709 members 
Mstep: Class 50 contains 2220 members 
Mstep: Class 51 contains 6702 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1118 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 826 members 
Mstep: Class 56 contains 13560 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269040.000000 Penalty: 193300.609375
Iteration 129Q: 59 clusters Score -1.17269e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2854 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 37889 members 
Mstep: Class 7 contains 14582 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31949 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 39463 members 
Mstep: Class 20 contains 50581 members 
Mstep: Class 21 contains 29061 members 
Mstep: Class 22 contains 34874 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 30822 members 
Mstep: Class 26 contains 3188 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2197 members 
Mstep: Class 31 contains 10060 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8072 members 
Mstep: Class 35 contains 19414 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33947 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18657 members 
Mstep: Class 41 contains 7768 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 15505 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39399 members 
Mstep: Class 49 contains 35759 members 
Mstep: Class 50 contains 2221 members 
Mstep: Class 51 contains 6706 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1117 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 828 members 
Mstep: Class 56 contains 13588 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269328.000000 Penalty: 193300.609375
Iteration 130Q: 59 clusters Score -1.172693e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 38011 members 
Mstep: Class 7 contains 14606 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 31990 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12018 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 39414 members 
Mstep: Class 20 contains 50552 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 34771 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 37397 members 
Mstep: Class 25 contains 30808 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 10061 members 
Mstep: Class 32 contains 4060 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8072 members 
Mstep: Class 35 contains 19216 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33951 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18812 members 
Mstep: Class 41 contains 7751 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 15464 members 
Mstep: Class 44 contains 4626 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39401 members 
Mstep: Class 49 contains 35804 members 
Mstep: Class 50 contains 2221 members 
Mstep: Class 51 contains 6709 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1117 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 830 members 
Mstep: Class 56 contains 13618 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269376.000000 Penalty: 193300.609375
Iteration 131Q: 59 clusters Score -1.172694e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 12752 members 
Mstep: Class 4 contains 32222 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 14628 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 5407 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 39369 members 
Mstep: Class 20 contains 50529 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 34650 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 37424 members 
Mstep: Class 25 contains 30792 members 
Mstep: Class 26 contains 3181 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 10059 members 
Mstep: Class 32 contains 4060 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8072 members 
Mstep: Class 35 contains 19037 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33954 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 18959 members 
Mstep: Class 41 contains 7718 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15440 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39403 members 
Mstep: Class 49 contains 35859 members 
Mstep: Class 50 contains 2221 members 
Mstep: Class 51 contains 6711 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1116 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13658 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269504.000000 Penalty: 193300.609375
Iteration 132Q: 59 clusters Score -1.172695e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 4 contains 32224 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 14647 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 32045 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12014 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39317 members 
Mstep: Class 20 contains 50512 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 34528 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 37454 members 
Mstep: Class 25 contains 30774 members 
Mstep: Class 26 contains 3177 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 10060 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8071 members 
Mstep: Class 35 contains 18831 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 33957 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 19152 members 
Mstep: Class 41 contains 7698 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 15416 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39414 members 
Mstep: Class 49 contains 35905 members 
Mstep: Class 50 contains 2225 members 
Mstep: Class 51 contains 6709 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1117 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13689 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269488.000000 Penalty: 193300.609375
Iteration 133Q: 59 clusters Score -1.172695e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12765 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 38353 members 
Mstep: Class 7 contains 14666 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 32073 members 
Mstep: Class 11 contains 5401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12013 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39274 members 
Mstep: Class 20 contains 50476 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 37499 members 
Mstep: Class 25 contains 30758 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 10062 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8069 members 
Mstep: Class 35 contains 18651 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33960 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 19325 members 
Mstep: Class 41 contains 7669 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15388 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39419 members 
Mstep: Class 49 contains 35913 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6711 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13710 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269592.000000 Penalty: 193300.609375
Iteration 134Q: 59 clusters Score -1.172696e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12762 members 
Mstep: Class 4 contains 32229 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 38446 members 
Mstep: Class 7 contains 14687 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 32100 members 
Mstep: Class 11 contains 5399 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12010 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39238 members 
Mstep: Class 20 contains 50441 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 34343 members 
Mstep: Class 23 contains 3094 members 
Mstep: Class 24 contains 37552 members 
Mstep: Class 25 contains 30745 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2189 members 
Mstep: Class 31 contains 10064 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8067 members 
Mstep: Class 35 contains 18452 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33962 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 19506 members 
Mstep: Class 41 contains 7659 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15361 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39420 members 
Mstep: Class 49 contains 35955 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6715 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13726 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269488.000000 Penalty: 193300.609375
Iteration 135Q: 59 clusters Score -1.172695e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12770 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 38510 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32124 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12010 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39195 members 
Mstep: Class 20 contains 50407 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34246 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 37577 members 
Mstep: Class 25 contains 30733 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2190 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33964 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 19690 members 
Mstep: Class 41 contains 7643 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15337 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39429 members 
Mstep: Class 49 contains 36010 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13743 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269584.000000 Penalty: 193300.609375
Iteration 136Q: 59 clusters Score -1.172696e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12774 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38594 members 
Mstep: Class 7 contains 14719 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 5395 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12009 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39159 members 
Mstep: Class 20 contains 50365 members 
Mstep: Class 21 contains 29070 members 
Mstep: Class 22 contains 34153 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 37600 members 
Mstep: Class 25 contains 30725 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2188 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 18088 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33965 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 19894 members 
Mstep: Class 41 contains 7621 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15315 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39431 members 
Mstep: Class 49 contains 36048 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6715 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13762 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269904.000000 Penalty: 193300.609375
Iteration 137Q: 59 clusters Score -1.172699e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12783 members 
Mstep: Class 4 contains 32228 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38690 members 
Mstep: Class 7 contains 14733 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32170 members 
Mstep: Class 11 contains 5395 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12009 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 39126 members 
Mstep: Class 20 contains 50310 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34049 members 
Mstep: Class 23 contains 3096 members 
Mstep: Class 24 contains 37630 members 
Mstep: Class 25 contains 30717 members 
Mstep: Class 26 contains 3169 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2186 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 17923 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33967 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 20082 members 
Mstep: Class 41 contains 7603 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 15294 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39438 members 
Mstep: Class 49 contains 36082 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6714 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13783 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269648.000000 Penalty: 193300.609375
Iteration 138Q: 59 clusters Score -1.172696e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12786 members 
Mstep: Class 4 contains 32227 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38765 members 
Mstep: Class 7 contains 14737 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32190 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12010 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 39095 members 
Mstep: Class 20 contains 50243 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 33961 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 37688 members 
Mstep: Class 25 contains 30715 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2187 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 17773 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33969 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 20245 members 
Mstep: Class 41 contains 7585 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 15278 members 
Mstep: Class 44 contains 4626 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39434 members 
Mstep: Class 49 contains 36110 members 
Mstep: Class 50 contains 2225 members 
Mstep: Class 51 contains 6715 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1122 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13808 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269712.000000 Penalty: 193300.609375
Iteration 139Q: 59 clusters Score -1.172697e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12788 members 
Mstep: Class 4 contains 32225 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38810 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12007 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 39067 members 
Mstep: Class 20 contains 50207 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 33888 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 37758 members 
Mstep: Class 25 contains 30711 members 
Mstep: Class 26 contains 3169 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2183 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 17619 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33972 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 20390 members 
Mstep: Class 41 contains 7564 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15262 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39434 members 
Mstep: Class 49 contains 36139 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6713 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 306 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13832 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269616.000000 Penalty: 193300.609375
Iteration 140F: 59 clusters Score -1.172696e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12792 members 
Mstep: Class 4 contains 32230 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38852 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32221 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11309 members 
Mstep: Class 19 contains 39027 members 
Mstep: Class 20 contains 50166 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 33813 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 30706 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2181 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8066 members 
Mstep: Class 35 contains 17461 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33972 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 20549 members 
Mstep: Class 41 contains 7548 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15251 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39442 members 
Mstep: Class 49 contains 36157 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6712 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13853 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269712.000000 Penalty: 193300.609375
Iteration 141Q: 59 clusters Score -1.172697e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 32236 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 38889 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11999 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 38992 members 
Mstep: Class 20 contains 50127 members 
Mstep: Class 21 contains 29078 members 
Mstep: Class 22 contains 33757 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 37892 members 
Mstep: Class 25 contains 30703 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2179 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 17309 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33973 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 20709 members 
Mstep: Class 41 contains 7522 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 15238 members 
Mstep: Class 44 contains 4626 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39446 members 
Mstep: Class 49 contains 36178 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6707 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13873 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269560.000000 Penalty: 193300.609375
Iteration 142Q: 59 clusters Score -1.172696e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12796 members 
Mstep: Class 4 contains 32240 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 38922 members 
Mstep: Class 7 contains 14770 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32261 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 38968 members 
Mstep: Class 20 contains 50107 members 
Mstep: Class 21 contains 29079 members 
Mstep: Class 22 contains 33717 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 37923 members 
Mstep: Class 25 contains 30700 members 
Mstep: Class 26 contains 3162 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 17162 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33975 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 20847 members 
Mstep: Class 41 contains 7505 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 15220 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39443 members 
Mstep: Class 49 contains 36202 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6711 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13891 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269648.000000 Penalty: 193300.609375
Iteration 143Q: 59 clusters Score -1.172696e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12797 members 
Mstep: Class 4 contains 32242 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 38953 members 
Mstep: Class 7 contains 14784 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32281 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 38950 members 
Mstep: Class 20 contains 50102 members 
Mstep: Class 21 contains 29079 members 
Mstep: Class 22 contains 33669 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 37952 members 
Mstep: Class 25 contains 30692 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 17043 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33974 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 20967 members 
Mstep: Class 41 contains 7488 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 15201 members 
Mstep: Class 44 contains 4625 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39445 members 
Mstep: Class 49 contains 36214 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6709 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13908 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269552.000000 Penalty: 193300.609375
Iteration 144Q: 59 clusters Score -1.172696e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12802 members 
Mstep: Class 4 contains 32244 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 38970 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32299 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11994 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 38929 members 
Mstep: Class 20 contains 50099 members 
Mstep: Class 21 contains 29080 members 
Mstep: Class 22 contains 33655 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 37949 members 
Mstep: Class 25 contains 30689 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 10074 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 16915 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33974 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21088 members 
Mstep: Class 41 contains 7480 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 15184 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39447 members 
Mstep: Class 49 contains 36229 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6711 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13918 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269760.000000 Penalty: 193300.609375
Iteration 145Q: 59 clusters Score -1.172698e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 32252 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 38977 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32321 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11995 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 38898 members 
Mstep: Class 20 contains 50111 members 
Mstep: Class 21 contains 29081 members 
Mstep: Class 22 contains 33643 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 37958 members 
Mstep: Class 25 contains 30686 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 10074 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 16778 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33973 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21230 members 
Mstep: Class 41 contains 7468 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15160 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39451 members 
Mstep: Class 49 contains 36226 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6708 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13929 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269632.000000 Penalty: 193300.609375
Iteration 146Q: 59 clusters Score -1.172696e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 32254 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 38997 members 
Mstep: Class 7 contains 14804 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32334 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11993 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38878 members 
Mstep: Class 20 contains 50116 members 
Mstep: Class 21 contains 29082 members 
Mstep: Class 22 contains 33657 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 37963 members 
Mstep: Class 25 contains 30683 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8065 members 
Mstep: Class 35 contains 16638 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33976 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21370 members 
Mstep: Class 41 contains 7452 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15146 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39459 members 
Mstep: Class 49 contains 36201 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6711 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13937 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269608.000000 Penalty: 193300.609375
Iteration 147Q: 59 clusters Score -1.172696e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12816 members 
Mstep: Class 4 contains 32256 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 39008 members 
Mstep: Class 7 contains 14809 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32350 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11992 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38857 members 
Mstep: Class 20 contains 50119 members 
Mstep: Class 21 contains 29082 members 
Mstep: Class 22 contains 33657 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 37959 members 
Mstep: Class 25 contains 30679 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8062 members 
Mstep: Class 35 contains 16535 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33979 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21492 members 
Mstep: Class 41 contains 7435 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15129 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39462 members 
Mstep: Class 49 contains 36190 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6712 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13948 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269784.000000 Penalty: 193300.609375
Iteration 148Q: 59 clusters Score -1.172698e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12819 members 
Mstep: Class 4 contains 32259 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 39007 members 
Mstep: Class 7 contains 14817 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11991 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38841 members 
Mstep: Class 20 contains 50121 members 
Mstep: Class 21 contains 29086 members 
Mstep: Class 22 contains 33659 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 37967 members 
Mstep: Class 25 contains 30675 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8062 members 
Mstep: Class 35 contains 16423 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33978 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21620 members 
Mstep: Class 41 contains 7411 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15118 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39463 members 
Mstep: Class 49 contains 36182 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6715 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1123 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13956 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269712.000000 Penalty: 193300.609375
Iteration 149Q: 59 clusters Score -1.172697e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 12819 members 
Mstep: Class 4 contains 32261 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 39014 members 
Mstep: Class 7 contains 14823 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32375 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11990 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38829 members 
Mstep: Class 20 contains 50117 members 
Mstep: Class 21 contains 29087 members 
Mstep: Class 22 contains 33659 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 37977 members 
Mstep: Class 25 contains 30671 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8062 members 
Mstep: Class 35 contains 16322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33978 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21736 members 
Mstep: Class 41 contains 7397 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15105 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39467 members 
Mstep: Class 49 contains 36170 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13960 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269848.000000 Penalty: 193300.609375
Iteration 150Q: 59 clusters Score -1.172698e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12823 members 
Mstep: Class 4 contains 32267 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 14825 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32387 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11989 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38813 members 
Mstep: Class 20 contains 50133 members 
Mstep: Class 21 contains 29087 members 
Mstep: Class 22 contains 33675 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 37954 members 
Mstep: Class 25 contains 30669 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8061 members 
Mstep: Class 35 contains 16231 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33978 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21841 members 
Mstep: Class 41 contains 7377 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15092 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39465 members 
Mstep: Class 49 contains 36167 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6722 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13973 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117269952.000000 Penalty: 193300.609375
Iteration 151Q: 59 clusters Score -1.1727e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12822 members 
Mstep: Class 4 contains 32269 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 38986 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32396 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38805 members 
Mstep: Class 20 contains 50147 members 
Mstep: Class 21 contains 29091 members 
Mstep: Class 22 contains 33683 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 37950 members 
Mstep: Class 25 contains 30669 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2168 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8060 members 
Mstep: Class 35 contains 16153 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33978 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 21930 members 
Mstep: Class 41 contains 7365 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 15082 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39462 members 
Mstep: Class 49 contains 36185 members 
Mstep: Class 50 contains 2230 members 
Mstep: Class 51 contains 6722 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13979 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270040.000000 Penalty: 193300.609375
Iteration 152Q: 59 clusters Score -1.1727e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 32275 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 38964 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32404 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38777 members 
Mstep: Class 20 contains 50161 members 
Mstep: Class 21 contains 29091 members 
Mstep: Class 22 contains 33696 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 37948 members 
Mstep: Class 25 contains 30669 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8060 members 
Mstep: Class 35 contains 16036 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33980 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 22037 members 
Mstep: Class 41 contains 7362 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 15074 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39466 members 
Mstep: Class 49 contains 36208 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6722 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 13988 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270280.000000 Penalty: 193300.609375
Iteration 153Q: 59 clusters Score -1.172703e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 32275 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 6 contains 38910 members 
Mstep: Class 7 contains 14828 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32414 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38753 members 
Mstep: Class 20 contains 50174 members 
Mstep: Class 21 contains 29094 members 
Mstep: Class 22 contains 33722 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 37958 members 
Mstep: Class 25 contains 30669 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8060 members 
Mstep: Class 35 contains 15914 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33982 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22156 members 
Mstep: Class 41 contains 7360 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 15065 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39467 members 
Mstep: Class 49 contains 36224 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6719 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14001 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270320.000000 Penalty: 193300.609375
Iteration 154Q: 59 clusters Score -1.172703e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12833 members 
Mstep: Class 4 contains 32279 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 6 contains 38882 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32423 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38731 members 
Mstep: Class 20 contains 50173 members 
Mstep: Class 21 contains 29095 members 
Mstep: Class 22 contains 33749 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 37967 members 
Mstep: Class 25 contains 30667 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2155 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 8061 members 
Mstep: Class 35 contains 15819 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33985 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22247 members 
Mstep: Class 41 contains 7351 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 15056 members 
Mstep: Class 44 contains 4640 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39463 members 
Mstep: Class 49 contains 36231 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14014 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270368.000000 Penalty: 193300.609375
Iteration 155Q: 59 clusters Score -1.172704e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32280 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 38868 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32426 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 50184 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33768 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37964 members 
Mstep: Class 25 contains 30666 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2149 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 8061 members 
Mstep: Class 35 contains 15741 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22314 members 
Mstep: Class 41 contains 7336 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 15054 members 
Mstep: Class 44 contains 4640 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39462 members 
Mstep: Class 49 contains 36249 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6721 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14032 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270448.000000 Penalty: 193300.609375
Iteration 156Q: 59 clusters Score -1.172704e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12834 members 
Mstep: Class 4 contains 32279 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38847 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32430 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38692 members 
Mstep: Class 20 contains 50213 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33803 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 37961 members 
Mstep: Class 25 contains 30665 members 
Mstep: Class 26 contains 3162 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 15666 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33989 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22371 members 
Mstep: Class 41 contains 7319 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 15050 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39459 members 
Mstep: Class 49 contains 36249 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6722 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14053 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270384.000000 Penalty: 193300.609375
Iteration 157Q: 59 clusters Score -1.172704e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32285 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38819 members 
Mstep: Class 7 contains 14838 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32432 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38664 members 
Mstep: Class 20 contains 50234 members 
Mstep: Class 21 contains 29091 members 
Mstep: Class 22 contains 33848 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 37952 members 
Mstep: Class 25 contains 30663 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15581 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33990 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22446 members 
Mstep: Class 41 contains 7303 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 15048 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39460 members 
Mstep: Class 49 contains 36249 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6721 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14075 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270424.000000 Penalty: 193300.609375
Iteration 158Q: 59 clusters Score -1.172704e+08 nChanged 517
Entering ConstructFrom: 
Score: -117270424.000000 Penalty: 193300.609375
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60307.835938 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60307.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60578.640625 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60578.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60749.074219 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60749.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60889.160156 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60889.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61006.585938 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -61006.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61054.914062 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -61054.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -61087.332031 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -61087.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61137.160156 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -61137.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61212.707031 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61212.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61302.414062 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61302.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61375.707031 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61375.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61402.269531 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -61402.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61407.648438 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61407.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61426.085938 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -61426.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61442.253906 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -61442.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61461.511719 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -61461.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61516.847656 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -61516.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61521.035156 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61521.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61521.035156 Penalty: 2995.966309
	Iteration 18F: 3 clusters Score -61521.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -505730.093750 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -505730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -502596.281250 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -502596.3 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -503455.125000 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -503455.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -503877.656250 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -503877.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -504203.781250 Penalty: 3945.020020
	Iteration 3F: 3 clusters Score -504203.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -504458.281250 Penalty: 3945.020020
	Iteration 4F: 3 clusters Score -504458.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -504624.468750 Penalty: 3945.020020
	Iteration 5F: 3 clusters Score -504624.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -504694.906250 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -504694.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -504740.343750 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -504740.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504776.687500 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -504776.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -504801.000000 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -504801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -504819.000000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -504819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -504835.875000 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -504835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -504848.062500 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -504848.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -504856.343750 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -504856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -504864.312500 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -504864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -504871.156250 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -504871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -504871.406250 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -504871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -504871.906250 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -504871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -504871.906250 Penalty: 3945.020020
	Iteration 18F: 3 clusters Score -504871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Entering Unmasked Estep 
Score: -2186713.000000 Penalty: 2346.082031
	Iteration 0F: 2 clusters Score -2186713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2177281.250000 Penalty: 4692.164062
	Iteration 0F: 3 clusters Score -2177281 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2180800.500000 Penalty: 4692.164062
	Iteration 1F: 3 clusters Score -2180800 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2181817.500000 Penalty: 4692.164062
	Iteration 2F: 3 clusters Score -2181818 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2182773.000000 Penalty: 4692.164062
	Iteration 3F: 3 clusters Score -2182773 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2183534.000000 Penalty: 4692.164062
	Iteration 4F: 3 clusters Score -2183534 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2184069.000000 Penalty: 4692.164062
	Iteration 5F: 3 clusters Score -2184069 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2184471.250000 Penalty: 4692.164062
	Iteration 6Q: 3 clusters Score -2184471 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2184787.000000 Penalty: 4692.164062
	Iteration 7Q: 3 clusters Score -2184787 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2184993.750000 Penalty: 4692.164062
	Iteration 8Q: 3 clusters Score -2184994 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2185150.000000 Penalty: 4692.164062
	Iteration 9Q: 3 clusters Score -2185150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2185240.500000 Penalty: 4692.164062
	Iteration 10Q: 3 clusters Score -2185240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2185312.750000 Penalty: 4692.164062
	Iteration 11Q: 3 clusters Score -2185313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2185364.500000 Penalty: 4692.164062
	Iteration 12Q: 3 clusters Score -2185364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2185413.250000 Penalty: 4692.164062
	Iteration 13Q: 3 clusters Score -2185413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2185442.500000 Penalty: 4692.164062
	Iteration 14Q: 3 clusters Score -2185442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2185488.500000 Penalty: 4692.164062
	Iteration 15Q: 3 clusters Score -2185488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2185523.250000 Penalty: 4692.164062
	Iteration 16Q: 3 clusters Score -2185523 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2185545.250000 Penalty: 4692.164062
	Iteration 17Q: 3 clusters Score -2185545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2185558.750000 Penalty: 4692.164062
	Iteration 18Q: 3 clusters Score -2185559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2185562.250000 Penalty: 4692.164062
	Iteration 19Q: 3 clusters Score -2185562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2185571.750000 Penalty: 4692.164062
	Iteration 20F: 3 clusters Score -2185572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2185579.250000 Penalty: 4692.164062
	Iteration 21Q: 3 clusters Score -2185579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2185586.000000 Penalty: 4692.164062
	Iteration 22Q: 3 clusters Score -2185586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2185584.750000 Penalty: 4692.164062
	Iteration 23Q: 3 clusters Score -2185585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2185586.250000 Penalty: 4692.164062
	Iteration 24Q: 3 clusters Score -2185586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2185584.500000 Penalty: 4692.164062
	Iteration 25Q: 3 clusters Score -2185584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2185591.500000 Penalty: 4692.164062
	Iteration 26Q: 3 clusters Score -2185592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2185587.750000 Penalty: 4692.164062
	Iteration 27Q: 3 clusters Score -2185588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2185587.000000 Penalty: 4692.164062
	Iteration 28Q: 3 clusters Score -2185587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2185594.000000 Penalty: 4692.164062
	Iteration 29Q: 3 clusters Score -2185594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2185602.500000 Penalty: 4692.164062
	Iteration 30Q: 3 clusters Score -2185602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2185603.000000 Penalty: 4692.164062
	Iteration 31Q: 3 clusters Score -2185603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2185615.250000 Penalty: 4692.164062
	Iteration 32Q: 3 clusters Score -2185615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2185621.250000 Penalty: 4692.164062
	Iteration 33Q: 3 clusters Score -2185621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2185624.000000 Penalty: 4692.164062
	Iteration 34Q: 3 clusters Score -2185624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2185638.500000 Penalty: 4692.164062
	Iteration 35Q: 3 clusters Score -2185638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2185640.000000 Penalty: 4692.164062
	Iteration 36Q: 3 clusters Score -2185640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2185650.750000 Penalty: 4692.164062
	Iteration 37Q: 3 clusters Score -2185651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2185658.250000 Penalty: 4692.164062
	Iteration 38Q: 3 clusters Score -2185658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2185662.250000 Penalty: 4692.164062
	Iteration 39Q: 3 clusters Score -2185662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2185666.750000 Penalty: 4692.164062
	Iteration 40F: 3 clusters Score -2185667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2185672.500000 Penalty: 4692.164062
	Iteration 41Q: 3 clusters Score -2185672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2185684.750000 Penalty: 4692.164062
	Iteration 42Q: 3 clusters Score -2185685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2185699.250000 Penalty: 4692.164062
	Iteration 43Q: 3 clusters Score -2185699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2185714.750000 Penalty: 4692.164062
	Iteration 44Q: 3 clusters Score -2185715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2185738.750000 Penalty: 4692.164062
	Iteration 45Q: 3 clusters Score -2185739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2185745.250000 Penalty: 4692.164062
	Iteration 46Q: 3 clusters Score -2185745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2185760.250000 Penalty: 4692.164062
	Iteration 47Q: 3 clusters Score -2185760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2185766.500000 Penalty: 4692.164062
	Iteration 48Q: 3 clusters Score -2185766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2185781.000000 Penalty: 4692.164062
	Iteration 49Q: 3 clusters Score -2185781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2185801.250000 Penalty: 4692.164062
	Iteration 50Q: 3 clusters Score -2185801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2185802.500000 Penalty: 4692.164062
	Iteration 51Q: 3 clusters Score -2185802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2185814.500000 Penalty: 4692.164062
	Iteration 52Q: 3 clusters Score -2185814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2185821.250000 Penalty: 4692.164062
	Iteration 53Q: 3 clusters Score -2185821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2185824.750000 Penalty: 4692.164062
	Iteration 54Q: 3 clusters Score -2185825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2185835.250000 Penalty: 4692.164062
	Iteration 55Q: 3 clusters Score -2185835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2185849.500000 Penalty: 4692.164062
	Iteration 56Q: 3 clusters Score -2185850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2185864.750000 Penalty: 4692.164062
	Iteration 57Q: 3 clusters Score -2185865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2185874.000000 Penalty: 4692.164062
	Iteration 58Q: 3 clusters Score -2185874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2185885.250000 Penalty: 4692.164062
	Iteration 59Q: 3 clusters Score -2185885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2185895.500000 Penalty: 4692.164062
	Iteration 60F: 3 clusters Score -2185896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2185904.750000 Penalty: 4692.164062
	Iteration 61Q: 3 clusters Score -2185905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2185904.750000 Penalty: 4692.164062
	Iteration 62Q: 3 clusters Score -2185905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2185916.000000 Penalty: 4692.164062
	Iteration 63Q: 3 clusters Score -2185916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2185937.500000 Penalty: 4692.164062
	Iteration 64Q: 3 clusters Score -2185938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2185944.250000 Penalty: 4692.164062
	Iteration 65Q: 3 clusters Score -2185944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2185953.750000 Penalty: 4692.164062
	Iteration 66Q: 3 clusters Score -2185954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2185961.500000 Penalty: 4692.164062
	Iteration 67Q: 3 clusters Score -2185962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2185968.250000 Penalty: 4692.164062
	Iteration 68Q: 3 clusters Score -2185968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2185974.750000 Penalty: 4692.164062
	Iteration 69Q: 3 clusters Score -2185975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2185979.750000 Penalty: 4692.164062
	Iteration 70Q: 3 clusters Score -2185980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2185987.750000 Penalty: 4692.164062
	Iteration 71Q: 3 clusters Score -2185988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2186001.500000 Penalty: 4692.164062
	Iteration 72Q: 3 clusters Score -2186002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2186006.500000 Penalty: 4692.164062
	Iteration 73Q: 3 clusters Score -2186006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2186008.750000 Penalty: 4692.164062
	Iteration 74Q: 3 clusters Score -2186009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2186010.500000 Penalty: 4692.164062
	Iteration 75Q: 3 clusters Score -2186010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2186014.250000 Penalty: 4692.164062
	Iteration 76Q: 3 clusters Score -2186014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2186021.500000 Penalty: 4692.164062
	Iteration 77Q: 3 clusters Score -2186022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2186022.750000 Penalty: 4692.164062
	Iteration 78Q: 3 clusters Score -2186023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2186026.750000 Penalty: 4692.164062
	Iteration 79Q: 3 clusters Score -2186027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2186028.000000 Penalty: 4692.164062
	Iteration 80F: 3 clusters Score -2186028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2186027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2186027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2186030.500000 Penalty: 4692.164062
	Iteration 83Q: 3 clusters Score -2186030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2186043.000000 Penalty: 4692.164062
	Iteration 84Q: 3 clusters Score -2186043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2186045.750000 Penalty: 4692.164062
	Iteration 85Q: 3 clusters Score -2186046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2186048.750000 Penalty: 4692.164062
	Iteration 86Q: 3 clusters Score -2186049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2186052.000000 Penalty: 4692.164062
	Iteration 87Q: 3 clusters Score -2186052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2186049.750000 Penalty: 4692.164062
	Iteration 88Q: 3 clusters Score -2186050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2186060.500000 Penalty: 4692.164062
	Iteration 89Q: 3 clusters Score -2186060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2186064.750000 Penalty: 4692.164062
	Iteration 90Q: 3 clusters Score -2186065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2186064.500000 Penalty: 4692.164062
	Iteration 91Q: 3 clusters Score -2186064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2186071.000000 Penalty: 4692.164062
	Iteration 92Q: 3 clusters Score -2186071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2186069.500000 Penalty: 4692.164062
	Iteration 93Q: 3 clusters Score -2186070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2186075.250000 Penalty: 4692.164062
	Iteration 94Q: 3 clusters Score -2186075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2186075.000000 Penalty: 4692.164062
	Iteration 95Q: 3 clusters Score -2186075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2186077.750000 Penalty: 4692.164062
	Iteration 96Q: 3 clusters Score -2186078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2186074.500000 Penalty: 4692.164062
	Iteration 97Q: 3 clusters Score -2186074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2186079.500000 Penalty: 4692.164062
	Iteration 98Q: 3 clusters Score -2186080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2186073.500000 Penalty: 4692.164062
	Iteration 99Q: 3 clusters Score -2186074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2186076.000000 Penalty: 4692.164062
	Iteration 100F: 3 clusters Score -2186076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2186083.750000 Penalty: 4692.164062
	Iteration 101Q: 3 clusters Score -2186084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2186081.250000 Penalty: 4692.164062
	Iteration 102Q: 3 clusters Score -2186081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2186083.500000 Penalty: 4692.164062
	Iteration 103Q: 3 clusters Score -2186084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2186081.000000 Penalty: 4692.164062
	Iteration 104Q: 3 clusters Score -2186081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2186083.000000 Penalty: 4692.164062
	Iteration 105Q: 3 clusters Score -2186083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2186085.000000 Penalty: 4692.164062
	Iteration 106Q: 3 clusters Score -2186085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2186084.750000 Penalty: 4692.164062
	Iteration 107Q: 3 clusters Score -2186085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2186082.250000 Penalty: 4692.164062
	Iteration 108Q: 3 clusters Score -2186082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2186087.000000 Penalty: 4692.164062
	Iteration 109Q: 3 clusters Score -2186087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2186089.250000 Penalty: 4692.164062
	Iteration 110Q: 3 clusters Score -2186089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2186091.750000 Penalty: 4692.164062
	Iteration 111Q: 3 clusters Score -2186092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2186095.500000 Penalty: 4692.164062
	Iteration 112Q: 3 clusters Score -2186096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2186097.750000 Penalty: 4692.164062
	Iteration 113Q: 3 clusters Score -2186098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2186101.500000 Penalty: 4692.164062
	Iteration 114Q: 3 clusters Score -2186102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2186110.250000 Penalty: 4692.164062
	Iteration 115Q: 3 clusters Score -2186110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2186112.750000 Penalty: 4692.164062
	Iteration 116Q: 3 clusters Score -2186113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2186117.000000 Penalty: 4692.164062
	Iteration 117Q: 3 clusters Score -2186117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2186118.500000 Penalty: 4692.164062
	Iteration 118Q: 3 clusters Score -2186118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2186115.750000 Penalty: 4692.164062
	Iteration 119Q: 3 clusters Score -2186116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2186115.000000 Penalty: 4692.164062
	Iteration 120F: 3 clusters Score -2186115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2186124.000000 Penalty: 4692.164062
	Iteration 121Q: 3 clusters Score -2186124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2186122.750000 Penalty: 4692.164062
	Iteration 122Q: 3 clusters Score -2186123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2186134.250000 Penalty: 4692.164062
	Iteration 123Q: 3 clusters Score -2186134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2186141.500000 Penalty: 4692.164062
	Iteration 124Q: 3 clusters Score -2186142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2186143.500000 Penalty: 4692.164062
	Iteration 125Q: 3 clusters Score -2186144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2186145.500000 Penalty: 4692.164062
	Iteration 126Q: 3 clusters Score -2186146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2186148.750000 Penalty: 4692.164062
	Iteration 127Q: 3 clusters Score -2186149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2186153.500000 Penalty: 4692.164062
	Iteration 128Q: 3 clusters Score -2186154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2186154.500000 Penalty: 4692.164062
	Iteration 129Q: 3 clusters Score -2186154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2186157.250000 Penalty: 4692.164062
	Iteration 130Q: 3 clusters Score -2186157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2186158.750000 Penalty: 4692.164062
	Iteration 131Q: 3 clusters Score -2186159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2186165.000000 Penalty: 4692.164062
	Iteration 132Q: 3 clusters Score -2186165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2186170.250000 Penalty: 4692.164062
	Iteration 133Q: 3 clusters Score -2186170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2186171.750000 Penalty: 4692.164062
	Iteration 134Q: 3 clusters Score -2186172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2186183.500000 Penalty: 4692.164062
	Iteration 135Q: 3 clusters Score -2186184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2186191.750000 Penalty: 4692.164062
	Iteration 136Q: 3 clusters Score -2186192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2186208.500000 Penalty: 4692.164062
	Iteration 137Q: 3 clusters Score -2186208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2186220.000000 Penalty: 4692.164062
	Iteration 138Q: 3 clusters Score -2186220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2186235.500000 Penalty: 4692.164062
	Iteration 139Q: 3 clusters Score -2186236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2186240.000000 Penalty: 4692.164062
	Iteration 140F: 3 clusters Score -2186240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2186252.250000 Penalty: 4692.164062
	Iteration 141Q: 3 clusters Score -2186252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2186269.250000 Penalty: 4692.164062
	Iteration 142Q: 3 clusters Score -2186269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2186286.000000 Penalty: 4692.164062
	Iteration 143Q: 3 clusters Score -2186286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2186306.750000 Penalty: 4692.164062
	Iteration 144Q: 3 clusters Score -2186307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2186325.000000 Penalty: 4692.164062
	Iteration 145Q: 3 clusters Score -2186325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2186334.000000 Penalty: 4692.164062
	Iteration 146Q: 3 clusters Score -2186334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2186339.000000 Penalty: 4692.164062
	Iteration 147Q: 3 clusters Score -2186339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2186343.750000 Penalty: 4692.164062
	Iteration 148Q: 3 clusters Score -2186344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2186357.750000 Penalty: 4692.164062
	Iteration 149Q: 3 clusters Score -2186358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2186372.750000 Penalty: 4692.164062
	Iteration 150Q: 3 clusters Score -2186373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2186395.750000 Penalty: 4692.164062
	Iteration 151Q: 3 clusters Score -2186396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2186417.750000 Penalty: 4692.164062
	Iteration 152Q: 3 clusters Score -2186418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2186430.250000 Penalty: 4692.164062
	Iteration 153Q: 3 clusters Score -2186430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2186439.750000 Penalty: 4692.164062
	Iteration 154Q: 3 clusters Score -2186440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2186446.500000 Penalty: 4692.164062
	Iteration 155Q: 3 clusters Score -2186446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2186458.500000 Penalty: 4692.164062
	Iteration 156Q: 3 clusters Score -2186458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2186466.000000 Penalty: 4692.164062
	Iteration 157Q: 3 clusters Score -2186466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2186472.500000 Penalty: 4692.164062
	Iteration 158Q: 3 clusters Score -2186472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2186484.000000 Penalty: 4692.164062
	Iteration 159Q: 3 clusters Score -2186484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2186494.250000 Penalty: 4692.164062
	Iteration 160F: 3 clusters Score -2186494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2186499.500000 Penalty: 4692.164062
	Iteration 161Q: 3 clusters Score -2186500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2186506.500000 Penalty: 4692.164062
	Iteration 162Q: 3 clusters Score -2186506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2186512.000000 Penalty: 4692.164062
	Iteration 163Q: 3 clusters Score -2186512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2186516.750000 Penalty: 4692.164062
	Iteration 164Q: 3 clusters Score -2186517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2186521.250000 Penalty: 4692.164062
	Iteration 165Q: 3 clusters Score -2186521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2186527.000000 Penalty: 4692.164062
	Iteration 166Q: 3 clusters Score -2186527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2186534.000000 Penalty: 4692.164062
	Iteration 167Q: 3 clusters Score -2186534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2186538.750000 Penalty: 4692.164062
	Iteration 168Q: 3 clusters Score -2186539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2186545.250000 Penalty: 4692.164062
	Iteration 169Q: 3 clusters Score -2186545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2186543.500000 Penalty: 4692.164062
	Iteration 170Q: 3 clusters Score -2186544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2186552.500000 Penalty: 4692.164062
	Iteration 171Q: 3 clusters Score -2186552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2186553.500000 Penalty: 4692.164062
	Iteration 172Q: 3 clusters Score -2186554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2186559.250000 Penalty: 4692.164062
	Iteration 173Q: 3 clusters Score -2186559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2186561.250000 Penalty: 4692.164062
	Iteration 174Q: 3 clusters Score -2186561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2186566.000000 Penalty: 4692.164062
	Iteration 175Q: 3 clusters Score -2186566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2186568.250000 Penalty: 4692.164062
	Iteration 176Q: 3 clusters Score -2186568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2186572.000000 Penalty: 4692.164062
	Iteration 177Q: 3 clusters Score -2186572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2186567.750000 Penalty: 4692.164062
	Iteration 178Q: 3 clusters Score -2186568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2186567.250000 Penalty: 4692.164062
	Iteration 179Q: 3 clusters Score -2186567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2186567.500000 Penalty: 4692.164062
	Iteration 180F: 3 clusters Score -2186568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2186568.250000 Penalty: 4692.164062
	Iteration 181Q: 3 clusters Score -2186568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2186571.250000 Penalty: 4692.164062
	Iteration 182Q: 3 clusters Score -2186571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2186568.500000 Penalty: 4692.164062
	Iteration 183Q: 3 clusters Score -2186568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2186571.500000 Penalty: 4692.164062
	Iteration 184Q: 3 clusters Score -2186572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2186572.250000 Penalty: 4692.164062
	Iteration 185Q: 3 clusters Score -2186572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2186574.000000 Penalty: 4692.164062
	Iteration 186Q: 3 clusters Score -2186574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2186580.250000 Penalty: 4692.164062
	Iteration 187Q: 3 clusters Score -2186580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2186579.000000 Penalty: 4692.164062
	Iteration 188Q: 3 clusters Score -2186579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2186584.250000 Penalty: 4692.164062
	Iteration 189Q: 3 clusters Score -2186584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2186583.500000 Penalty: 4692.164062
	Iteration 190Q: 3 clusters Score -2186584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2186588.250000 Penalty: 4692.164062
	Iteration 191Q: 3 clusters Score -2186588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2186584.750000 Penalty: 4692.164062
	Iteration 192Q: 3 clusters Score -2186585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2186591.000000 Penalty: 4692.164062
	Iteration 193Q: 3 clusters Score -2186591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2186590.000000 Penalty: 4692.164062
	Iteration 194Q: 3 clusters Score -2186590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2186594.500000 Penalty: 4692.164062
	Iteration 195Q: 3 clusters Score -2186594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2186597.500000 Penalty: 4692.164062
	Iteration 196Q: 3 clusters Score -2186598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2186598.500000 Penalty: 4692.164062
	Iteration 197Q: 3 clusters Score -2186598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2186602.250000 Penalty: 4692.164062
	Iteration 198Q: 3 clusters Score -2186602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2186603.250000 Penalty: 4692.164062
	Iteration 199Q: 3 clusters Score -2186603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2186606.750000 Penalty: 4692.164062
	Iteration 200F: 3 clusters Score -2186607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2186611.000000 Penalty: 4692.164062
	Iteration 201Q: 3 clusters Score -2186611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2186610.000000 Penalty: 4692.164062
	Iteration 202Q: 3 clusters Score -2186610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2186610.250000 Penalty: 4692.164062
	Iteration 203Q: 3 clusters Score -2186610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2186614.000000 Penalty: 4692.164062
	Iteration 204Q: 3 clusters Score -2186614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2186615.500000 Penalty: 4692.164062
	Iteration 205Q: 3 clusters Score -2186616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2186616.250000 Penalty: 4692.164062
	Iteration 206Q: 3 clusters Score -2186616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2186620.000000 Penalty: 4692.164062
	Iteration 207Q: 3 clusters Score -2186620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2186621.250000 Penalty: 4692.164062
	Iteration 208Q: 3 clusters Score -2186621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2186617.750000 Penalty: 4692.164062
	Iteration 209Q: 3 clusters Score -2186618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2186621.000000 Penalty: 4692.164062
	Iteration 210Q: 3 clusters Score -2186621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2186619.250000 Penalty: 4692.164062
	Iteration 211Q: 3 clusters Score -2186619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2186621.750000 Penalty: 4692.164062
	Iteration 212Q: 3 clusters Score -2186622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2186622.250000 Penalty: 4692.164062
	Iteration 213Q: 3 clusters Score -2186622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2186622.250000 Penalty: 4692.164062
	Iteration 214F: 3 clusters Score -2186622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Entering Unmasked Estep 
Score: -5719447.000000 Penalty: 2574.870850
	Iteration 0F: 2 clusters Score -5719447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5697333.000000 Penalty: 5149.741699
	Iteration 0F: 3 clusters Score -5697333 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -5705179.500000 Penalty: 5149.741699
	Iteration 1F: 3 clusters Score -5705180 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5705644.500000 Penalty: 5149.741699
	Iteration 2Q: 3 clusters Score -5705644 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5706044.000000 Penalty: 5149.741699
	Iteration 3Q: 3 clusters Score -5706044 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -5706469.000000 Penalty: 5149.741699
	Iteration 4Q: 3 clusters Score -5706469 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5706900.500000 Penalty: 5149.741699
	Iteration 5Q: 3 clusters Score -5706900 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5707390.000000 Penalty: 5149.741699
	Iteration 6Q: 3 clusters Score -5707390 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5707928.500000 Penalty: 5149.741699
	Iteration 7Q: 3 clusters Score -5707928 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5708472.500000 Penalty: 5149.741699
	Iteration 8Q: 3 clusters Score -5708472 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5709097.500000 Penalty: 5149.741699
	Iteration 9Q: 3 clusters Score -5709098 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5709773.500000 Penalty: 5149.741699
	Iteration 10Q: 3 clusters Score -5709774 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -5710607.500000 Penalty: 5149.741699
	Iteration 11Q: 3 clusters Score -5710608 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5711430.500000 Penalty: 5149.741699
	Iteration 12Q: 3 clusters Score -5711430 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5712336.500000 Penalty: 5149.741699
	Iteration 13Q: 3 clusters Score -5712336 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5713051.000000 Penalty: 5149.741699
	Iteration 14Q: 3 clusters Score -5713051 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5713628.500000 Penalty: 5149.741699
	Iteration 15Q: 3 clusters Score -5713628 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5714141.000000 Penalty: 5149.741699
	Iteration 16Q: 3 clusters Score -5714141 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5714544.500000 Penalty: 5149.741699
	Iteration 17Q: 3 clusters Score -5714544 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5714995.000000 Penalty: 5149.741699
	Iteration 18Q: 3 clusters Score -5714995 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5715348.500000 Penalty: 5149.741699
	Iteration 19Q: 3 clusters Score -5715348 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5715683.500000 Penalty: 5149.741699
	Iteration 20F: 3 clusters Score -5715684 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5715969.500000 Penalty: 5149.741699
	Iteration 21Q: 3 clusters Score -5715970 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5716213.000000 Penalty: 5149.741699
	Iteration 22Q: 3 clusters Score -5716213 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5716388.000000 Penalty: 5149.741699
	Iteration 23Q: 3 clusters Score -5716388 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5716562.000000 Penalty: 5149.741699
	Iteration 24Q: 3 clusters Score -5716562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5716714.000000 Penalty: 5149.741699
	Iteration 25Q: 3 clusters Score -5716714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5716842.000000 Penalty: 5149.741699
	Iteration 26Q: 3 clusters Score -5716842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5716915.500000 Penalty: 5149.741699
	Iteration 27Q: 3 clusters Score -5716916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5716985.000000 Penalty: 5149.741699
	Iteration 28Q: 3 clusters Score -5716985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5717024.500000 Penalty: 5149.741699
	Iteration 29Q: 3 clusters Score -5717024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5717054.000000 Penalty: 5149.741699
	Iteration 30Q: 3 clusters Score -5717054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5717085.500000 Penalty: 5149.741699
	Iteration 31Q: 3 clusters Score -5717086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5717120.500000 Penalty: 5149.741699
	Iteration 32Q: 3 clusters Score -5717120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5717132.500000 Penalty: 5149.741699
	Iteration 33Q: 3 clusters Score -5717132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5717139.500000 Penalty: 5149.741699
	Iteration 34Q: 3 clusters Score -5717140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5717154.000000 Penalty: 5149.741699
	Iteration 35Q: 3 clusters Score -5717154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5717153.500000 Penalty: 5149.741699
	Iteration 36Q: 3 clusters Score -5717154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5717163.500000 Penalty: 5149.741699
	Iteration 37Q: 3 clusters Score -5717164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5717174.000000 Penalty: 5149.741699
	Iteration 38Q: 3 clusters Score -5717174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5717174.000000 Penalty: 5149.741699
	Iteration 39Q: 3 clusters Score -5717174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5717178.500000 Penalty: 5149.741699
	Iteration 40F: 3 clusters Score -5717178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -377810.406250 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -377810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -375043.187500 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -375043.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -375669.687500 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -375669.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -375917.687500 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -375917.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -376105.812500 Penalty: 3821.810303
	Iteration 3F: 3 clusters Score -376105.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376233.000000 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -376233 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -376383.812500 Penalty: 3821.810303
	Iteration 5F: 3 clusters Score -376383.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376504.531250 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -376504.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -376607.062500 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -376607.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -376679.968750 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -376680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376748.500000 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -376748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -376797.812500 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -376797.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -376832.468750 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -376832.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -376851.187500 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -376851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -376862.687500 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -376862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -376869.843750 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -376869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -376878.812500 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -376878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -376884.562500 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -376884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376895.812500 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -376895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376901.250000 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -376901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376904.281250 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -376904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376905.750000 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -376905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376907.062500 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -376907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -376907.656250 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -376907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -376910.468750 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -376910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376916.093750 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -376916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -376920.406250 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -376920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -376925.125000 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -376925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -376929.687500 Penalty: 3821.810303
	Iteration 27Q: 3 clusters Score -376929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -376931.593750 Penalty: 3821.810303
	Iteration 28Q: 3 clusters Score -376931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -376932.687500 Penalty: 3821.810303
	Iteration 29Q: 3 clusters Score -376932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -376935.125000 Penalty: 3821.810303
	Iteration 30Q: 3 clusters Score -376935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -376938.281250 Penalty: 3821.810303
	Iteration 31Q: 3 clusters Score -376938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -376940.968750 Penalty: 3821.810303
	Iteration 32Q: 3 clusters Score -376941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376947.437500 Penalty: 3821.810303
	Iteration 33Q: 3 clusters Score -376947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -376954.406250 Penalty: 3821.810303
	Iteration 34Q: 3 clusters Score -376954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376964.250000 Penalty: 3821.810303
	Iteration 35Q: 3 clusters Score -376964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -376973.343750 Penalty: 3821.810303
	Iteration 36Q: 3 clusters Score -376973.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376983.500000 Penalty: 3821.810303
	Iteration 37Q: 3 clusters Score -376983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -376988.250000 Penalty: 3821.810303
	Iteration 38Q: 3 clusters Score -376988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -376989.968750 Penalty: 3821.810303
	Iteration 39Q: 3 clusters Score -376990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -376989.937500 Penalty: 3821.810303
	Iteration 40F: 3 clusters Score -376989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -376990.750000 Penalty: 3821.810303
	Iteration 41Q: 3 clusters Score -376990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -376991.875000 Penalty: 3821.810303
	Iteration 42Q: 3 clusters Score -376991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -376995.718750 Penalty: 3821.810303
	Iteration 43Q: 3 clusters Score -376995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -376999.031250 Penalty: 3821.810303
	Iteration 44Q: 3 clusters Score -376999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376999.718750 Penalty: 3821.810303
	Iteration 45Q: 3 clusters Score -376999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -377002.281250 Penalty: 3821.810303
	Iteration 46Q: 3 clusters Score -377002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -377002.531250 Penalty: 3821.810303
	Iteration 47Q: 3 clusters Score -377002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -377005.531250 Penalty: 3821.810303
	Iteration 48Q: 3 clusters Score -377005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -377006.343750 Penalty: 3821.810303
	Iteration 49Q: 3 clusters Score -377006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -377006.562500 Penalty: 3821.810303
	Iteration 50Q: 3 clusters Score -377006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -377006.562500 Penalty: 3821.810303
	Iteration 51F: 3 clusters Score -377006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Entering Unmasked Estep 
Score: -6990278.000000 Penalty: 2620.302979
	Iteration 0F: 2 clusters Score -6990278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -6965249.500000 Penalty: 5240.605957
	Iteration 0F: 3 clusters Score -6965250 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -6975042.500000 Penalty: 5240.605957
	Iteration 1F: 3 clusters Score -6975042 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -6975550.500000 Penalty: 5240.605957
	Iteration 2Q: 3 clusters Score -6975550 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -6976020.000000 Penalty: 5240.605957
	Iteration 3Q: 3 clusters Score -6976020 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -6976434.000000 Penalty: 5240.605957
	Iteration 4Q: 3 clusters Score -6976434 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -6976799.500000 Penalty: 5240.605957
	Iteration 5Q: 3 clusters Score -6976800 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -6977132.500000 Penalty: 5240.605957
	Iteration 6Q: 3 clusters Score -6977132 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -6977497.000000 Penalty: 5240.605957
	Iteration 7Q: 3 clusters Score -6977497 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6977902.500000 Penalty: 5240.605957
	Iteration 8Q: 3 clusters Score -6977902 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6978376.500000 Penalty: 5240.605957
	Iteration 9Q: 3 clusters Score -6978376 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6978972.000000 Penalty: 5240.605957
	Iteration 10Q: 3 clusters Score -6978972 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6979732.000000 Penalty: 5240.605957
	Iteration 11Q: 3 clusters Score -6979732 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -6980611.500000 Penalty: 5240.605957
	Iteration 12Q: 3 clusters Score -6980612 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -6981640.500000 Penalty: 5240.605957
	Iteration 13Q: 3 clusters Score -6981640 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -6982392.500000 Penalty: 5240.605957
	Iteration 14Q: 3 clusters Score -6982392 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -6982853.000000 Penalty: 5240.605957
	Iteration 15Q: 3 clusters Score -6982853 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -6983164.000000 Penalty: 5240.605957
	Iteration 16Q: 3 clusters Score -6983164 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -6983358.000000 Penalty: 5240.605957
	Iteration 17Q: 3 clusters Score -6983358 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -6983517.000000 Penalty: 5240.605957
	Iteration 18Q: 3 clusters Score -6983517 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -6983659.000000 Penalty: 5240.605957
	Iteration 19Q: 3 clusters Score -6983659 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -6983786.500000 Penalty: 5240.605957
	Iteration 20F: 3 clusters Score -6983786 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -6983953.000000 Penalty: 5240.605957
	Iteration 21Q: 3 clusters Score -6983953 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -6984146.000000 Penalty: 5240.605957
	Iteration 22Q: 3 clusters Score -6984146 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -6984345.000000 Penalty: 5240.605957
	Iteration 23Q: 3 clusters Score -6984345 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6984557.000000 Penalty: 5240.605957
	Iteration 24Q: 3 clusters Score -6984557 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -6984774.500000 Penalty: 5240.605957
	Iteration 25Q: 3 clusters Score -6984774 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -6985030.500000 Penalty: 5240.605957
	Iteration 26Q: 3 clusters Score -6985030 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -6985272.000000 Penalty: 5240.605957
	Iteration 27Q: 3 clusters Score -6985272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6985722.000000 Penalty: 5240.605957
	Iteration 28Q: 3 clusters Score -6985722 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -6986171.000000 Penalty: 5240.605957
	Iteration 29Q: 3 clusters Score -6986171 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6986729.500000 Penalty: 5240.605957
	Iteration 30Q: 3 clusters Score -6986730 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6987158.000000 Penalty: 5240.605957
	Iteration 31Q: 3 clusters Score -6987158 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6987517.000000 Penalty: 5240.605957
	Iteration 32Q: 3 clusters Score -6987517 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6987825.500000 Penalty: 5240.605957
	Iteration 33Q: 3 clusters Score -6987826 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6987997.500000 Penalty: 5240.605957
	Iteration 34Q: 3 clusters Score -6987998 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6988154.000000 Penalty: 5240.605957
	Iteration 35Q: 3 clusters Score -6988154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6988242.000000 Penalty: 5240.605957
	Iteration 36Q: 3 clusters Score -6988242 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6988309.000000 Penalty: 5240.605957
	Iteration 37Q: 3 clusters Score -6988309 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6988325.000000 Penalty: 5240.605957
	Iteration 38Q: 3 clusters Score -6988325 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6988343.500000 Penalty: 5240.605957
	Iteration 39Q: 3 clusters Score -6988344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6988396.000000 Penalty: 5240.605957
	Iteration 40F: 3 clusters Score -6988396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6988390.500000 Penalty: 5240.605957
	Iteration 41Q: 3 clusters Score -6988390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6988400.000000 Penalty: 5240.605957
	Iteration 42Q: 3 clusters Score -6988400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6988379.500000 Penalty: 5240.605957
	Iteration 43Q: 3 clusters Score -6988380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6988382.500000 Penalty: 5240.605957
	Iteration 44Q: 3 clusters Score -6988382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6988376.500000 Penalty: 5240.605957
	Iteration 45Q: 3 clusters Score -6988376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6988379.500000 Penalty: 5240.605957
	Iteration 46Q: 3 clusters Score -6988380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6988384.000000 Penalty: 5240.605957
	Iteration 47Q: 3 clusters Score -6988384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6988376.000000 Penalty: 5240.605957
	Iteration 48Q: 3 clusters Score -6988376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6988377.000000 Penalty: 5240.605957
	Iteration 49Q: 3 clusters Score -6988377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6988379.000000 Penalty: 5240.605957
	Iteration 50Q: 3 clusters Score -6988379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6988380.500000 Penalty: 5240.605957
	Iteration 51Q: 3 clusters Score -6988380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6988380.500000 Penalty: 5240.605957
	Iteration 52F: 3 clusters Score -6988380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Entering Unmasked Estep 
Score: -2519173.000000 Penalty: 2382.110352
	Iteration 0F: 2 clusters Score -2519173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2508519.000000 Penalty: 4764.220703
	Iteration 0F: 3 clusters Score -2508519 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2512585.750000 Penalty: 4764.220703
	Iteration 1F: 3 clusters Score -2512586 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2513824.750000 Penalty: 4764.220703
	Iteration 2F: 3 clusters Score -2513825 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2515140.750000 Penalty: 4764.220703
	Iteration 3F: 3 clusters Score -2515141 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2516193.500000 Penalty: 4764.220703
	Iteration 4F: 3 clusters Score -2516194 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2516902.500000 Penalty: 4764.220703
	Iteration 5F: 3 clusters Score -2516902 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2517350.750000 Penalty: 4764.220703
	Iteration 6F: 3 clusters Score -2517351 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2517610.250000 Penalty: 4764.220703
	Iteration 7Q: 3 clusters Score -2517610 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2517744.000000 Penalty: 4764.220703
	Iteration 8Q: 3 clusters Score -2517744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2517853.250000 Penalty: 4764.220703
	Iteration 9Q: 3 clusters Score -2517853 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2517912.250000 Penalty: 4764.220703
	Iteration 10Q: 3 clusters Score -2517912 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2517969.500000 Penalty: 4764.220703
	Iteration 11Q: 3 clusters Score -2517970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2518012.750000 Penalty: 4764.220703
	Iteration 12Q: 3 clusters Score -2518013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2518052.250000 Penalty: 4764.220703
	Iteration 13Q: 3 clusters Score -2518052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2518086.250000 Penalty: 4764.220703
	Iteration 14Q: 3 clusters Score -2518086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2518108.000000 Penalty: 4764.220703
	Iteration 15Q: 3 clusters Score -2518108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2518129.500000 Penalty: 4764.220703
	Iteration 16Q: 3 clusters Score -2518130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2518151.250000 Penalty: 4764.220703
	Iteration 17Q: 3 clusters Score -2518151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2518164.500000 Penalty: 4764.220703
	Iteration 18Q: 3 clusters Score -2518164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2518181.000000 Penalty: 4764.220703
	Iteration 19Q: 3 clusters Score -2518181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2518189.250000 Penalty: 4764.220703
	Iteration 20F: 3 clusters Score -2518189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2518194.000000 Penalty: 4764.220703
	Iteration 21Q: 3 clusters Score -2518194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2518201.000000 Penalty: 4764.220703
	Iteration 22Q: 3 clusters Score -2518201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2518210.750000 Penalty: 4764.220703
	Iteration 23Q: 3 clusters Score -2518211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2518224.250000 Penalty: 4764.220703
	Iteration 24Q: 3 clusters Score -2518224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2518221.750000 Penalty: 4764.220703
	Iteration 25Q: 3 clusters Score -2518222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2518226.750000 Penalty: 4764.220703
	Iteration 26Q: 3 clusters Score -2518227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2518227.000000 Penalty: 4764.220703
	Iteration 27Q: 3 clusters Score -2518227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2518233.750000 Penalty: 4764.220703
	Iteration 28Q: 3 clusters Score -2518234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2518238.250000 Penalty: 4764.220703
	Iteration 29Q: 3 clusters Score -2518238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2518244.500000 Penalty: 4764.220703
	Iteration 30Q: 3 clusters Score -2518244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2518244.500000 Penalty: 4764.220703
	Iteration 31Q: 3 clusters Score -2518244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2518246.250000 Penalty: 4764.220703
	Iteration 32Q: 3 clusters Score -2518246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2518255.000000 Penalty: 4764.220703
	Iteration 33Q: 3 clusters Score -2518255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2518259.250000 Penalty: 4764.220703
	Iteration 34Q: 3 clusters Score -2518259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2518254.750000 Penalty: 4764.220703
	Iteration 35Q: 3 clusters Score -2518255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2518256.000000 Penalty: 4764.220703
	Iteration 36Q: 3 clusters Score -2518256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2518258.750000 Penalty: 4764.220703
	Iteration 37Q: 3 clusters Score -2518259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2518263.500000 Penalty: 4764.220703
	Iteration 38Q: 3 clusters Score -2518264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2518262.750000 Penalty: 4764.220703
	Iteration 39Q: 3 clusters Score -2518263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2518270.750000 Penalty: 4764.220703
	Iteration 40F: 3 clusters Score -2518271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2518277.250000 Penalty: 4764.220703
	Iteration 41Q: 3 clusters Score -2518277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2518283.000000 Penalty: 4764.220703
	Iteration 42Q: 3 clusters Score -2518283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2518292.500000 Penalty: 4764.220703
	Iteration 43Q: 3 clusters Score -2518292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2518288.500000 Penalty: 4764.220703
	Iteration 44Q: 3 clusters Score -2518288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2518290.250000 Penalty: 4764.220703
	Iteration 45Q: 3 clusters Score -2518290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2518295.250000 Penalty: 4764.220703
	Iteration 46Q: 3 clusters Score -2518295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2518293.500000 Penalty: 4764.220703
	Iteration 47Q: 3 clusters Score -2518294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2518293.000000 Penalty: 4764.220703
	Iteration 48Q: 3 clusters Score -2518293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2518301.500000 Penalty: 4764.220703
	Iteration 49Q: 3 clusters Score -2518302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2518305.250000 Penalty: 4764.220703
	Iteration 50Q: 3 clusters Score -2518305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2518305.250000 Penalty: 4764.220703
	Iteration 51Q: 3 clusters Score -2518305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2518300.000000 Penalty: 4764.220703
	Iteration 52Q: 3 clusters Score -2518300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2518303.000000 Penalty: 4764.220703
	Iteration 53Q: 3 clusters Score -2518303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2518303.000000 Penalty: 4764.220703
	Iteration 54Q: 3 clusters Score -2518303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2518309.250000 Penalty: 4764.220703
	Iteration 55Q: 3 clusters Score -2518309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2518310.000000 Penalty: 4764.220703
	Iteration 56Q: 3 clusters Score -2518310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2518307.750000 Penalty: 4764.220703
	Iteration 57Q: 3 clusters Score -2518308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2518307.500000 Penalty: 4764.220703
	Iteration 58Q: 3 clusters Score -2518308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2518312.500000 Penalty: 4764.220703
	Iteration 59Q: 3 clusters Score -2518312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2518316.500000 Penalty: 4764.220703
	Iteration 60F: 3 clusters Score -2518316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2518315.250000 Penalty: 4764.220703
	Iteration 61Q: 3 clusters Score -2518315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2518314.500000 Penalty: 4764.220703
	Iteration 62Q: 3 clusters Score -2518314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2518319.500000 Penalty: 4764.220703
	Iteration 63Q: 3 clusters Score -2518320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2518317.500000 Penalty: 4764.220703
	Iteration 64Q: 3 clusters Score -2518318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2518320.750000 Penalty: 4764.220703
	Iteration 65Q: 3 clusters Score -2518321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2518321.000000 Penalty: 4764.220703
	Iteration 66Q: 3 clusters Score -2518321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2518320.750000 Penalty: 4764.220703
	Iteration 67Q: 3 clusters Score -2518321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2518319.250000 Penalty: 4764.220703
	Iteration 68Q: 3 clusters Score -2518319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2518317.750000 Penalty: 4764.220703
	Iteration 69Q: 3 clusters Score -2518318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2518317.750000 Penalty: 4764.220703
	Iteration 70F: 3 clusters Score -2518318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -704076.062500 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -704076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -700082.375000 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -700082.4 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -701278.937500 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -701278.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -701732.750000 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -701732.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -702101.687500 Penalty: 4148.795898
	Iteration 3F: 3 clusters Score -702101.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -702447.937500 Penalty: 4148.795898
	Iteration 4F: 3 clusters Score -702447.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -702817.312500 Penalty: 4148.795898
	Iteration 5F: 3 clusters Score -702817.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -703133.375000 Penalty: 4148.795898
	Iteration 6F: 3 clusters Score -703133.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -703406.375000 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -703406.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -703648.000000 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -703648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -703847.000000 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -703847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -704034.937500 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -704034.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -704163.625000 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -704163.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -704206.250000 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -704206.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -704220.687500 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -704220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -704230.500000 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -704230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -704234.812500 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -704234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -704234.687500 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -704234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -704235.937500 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -704235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -704235.875000 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -704235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -704238.000000 Penalty: 4148.795898
	Iteration 19Q: 3 clusters Score -704238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -704237.937500 Penalty: 4148.795898
	Iteration 20F: 3 clusters Score -704237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -704237.625000 Penalty: 4148.795898
	Iteration 21Q: 3 clusters Score -704237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -704237.625000 Penalty: 4148.795898
	Iteration 22F: 3 clusters Score -704237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 1981 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 2311 members 
Entering Unmasked Estep 
Score: -117269448.000000 Penalty: 196633.375000
Splitting cluster 8 changes total score from -117270424.000000 to -117269448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -158082.515625 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -158082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -156194.781250 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -156194.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156488.015625 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -156488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156597.109375 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -156597.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -156649.562500 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -156649.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156673.968750 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -156674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156686.484375 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -156686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156695.875000 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -156695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156703.625000 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -156703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156705.843750 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -156705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156709.656250 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -156709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156712.218750 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -156712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156722.859375 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -156722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156733.562500 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -156733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156745.671875 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -156745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156749.437500 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -156749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156751.062500 Penalty: 3377.283447
	Iteration 15Q: 3 clusters Score -156751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156755.390625 Penalty: 3377.283447
	Iteration 16Q: 3 clusters Score -156755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156758.218750 Penalty: 3377.283447
	Iteration 17Q: 3 clusters Score -156758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156761.234375 Penalty: 3377.283447
	Iteration 18Q: 3 clusters Score -156761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156762.515625 Penalty: 3377.283447
	Iteration 19Q: 3 clusters Score -156762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156763.734375 Penalty: 3377.283447
	Iteration 20F: 3 clusters Score -156763.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Entering Unmasked Estep 
Score: -5785652.500000 Penalty: 2575.974365
	Iteration 0F: 2 clusters Score -5785652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5763744.000000 Penalty: 5151.948730
	Iteration 0F: 3 clusters Score -5763744 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5771928.000000 Penalty: 5151.948730
	Iteration 1F: 3 clusters Score -5771928 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -5772997.000000 Penalty: 5151.948730
	Iteration 2F: 3 clusters Score -5772997 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5774253.500000 Penalty: 5151.948730
	Iteration 3F: 3 clusters Score -5774254 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5775717.500000 Penalty: 5151.948730
	Iteration 4F: 3 clusters Score -5775718 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5777172.000000 Penalty: 5151.948730
	Iteration 5F: 3 clusters Score -5777172 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5778430.500000 Penalty: 5151.948730
	Iteration 6F: 3 clusters Score -5778430 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -5779528.500000 Penalty: 5151.948730
	Iteration 7F: 3 clusters Score -5779528 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5780410.500000 Penalty: 5151.948730
	Iteration 8Q: 3 clusters Score -5780410 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5781039.000000 Penalty: 5151.948730
	Iteration 9Q: 3 clusters Score -5781039 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -5781593.000000 Penalty: 5151.948730
	Iteration 10Q: 3 clusters Score -5781593 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5782089.000000 Penalty: 5151.948730
	Iteration 11Q: 3 clusters Score -5782089 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5782527.500000 Penalty: 5151.948730
	Iteration 12Q: 3 clusters Score -5782528 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5782883.500000 Penalty: 5151.948730
	Iteration 13Q: 3 clusters Score -5782884 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5783259.000000 Penalty: 5151.948730
	Iteration 14Q: 3 clusters Score -5783259 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -5783581.000000 Penalty: 5151.948730
	Iteration 15Q: 3 clusters Score -5783581 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5783853.000000 Penalty: 5151.948730
	Iteration 16Q: 3 clusters Score -5783853 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -5784047.500000 Penalty: 5151.948730
	Iteration 17Q: 3 clusters Score -5784048 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5784194.500000 Penalty: 5151.948730
	Iteration 18Q: 3 clusters Score -5784194 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5784306.000000 Penalty: 5151.948730
	Iteration 19Q: 3 clusters Score -5784306 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5784424.500000 Penalty: 5151.948730
	Iteration 20F: 3 clusters Score -5784424 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5784503.500000 Penalty: 5151.948730
	Iteration 21Q: 3 clusters Score -5784504 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5784546.500000 Penalty: 5151.948730
	Iteration 22Q: 3 clusters Score -5784546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5784580.000000 Penalty: 5151.948730
	Iteration 23Q: 3 clusters Score -5784580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5784628.000000 Penalty: 5151.948730
	Iteration 24Q: 3 clusters Score -5784628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5784651.000000 Penalty: 5151.948730
	Iteration 25Q: 3 clusters Score -5784651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5784683.000000 Penalty: 5151.948730
	Iteration 26Q: 3 clusters Score -5784683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5784677.500000 Penalty: 5151.948730
	Iteration 27Q: 3 clusters Score -5784678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5784680.500000 Penalty: 5151.948730
	Iteration 28Q: 3 clusters Score -5784680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5784689.500000 Penalty: 5151.948730
	Iteration 29Q: 3 clusters Score -5784690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5784701.000000 Penalty: 5151.948730
	Iteration 30Q: 3 clusters Score -5784701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5784701.000000 Penalty: 5151.948730
	Iteration 31Q: 3 clusters Score -5784701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5784706.000000 Penalty: 5151.948730
	Iteration 32Q: 3 clusters Score -5784706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5784704.500000 Penalty: 5151.948730
	Iteration 33Q: 3 clusters Score -5784704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5784715.500000 Penalty: 5151.948730
	Iteration 34Q: 3 clusters Score -5784716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5784710.500000 Penalty: 5151.948730
	Iteration 35Q: 3 clusters Score -5784710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5784727.000000 Penalty: 5151.948730
	Iteration 36Q: 3 clusters Score -5784727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5784732.500000 Penalty: 5151.948730
	Iteration 37Q: 3 clusters Score -5784732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5784727.500000 Penalty: 5151.948730
	Iteration 38Q: 3 clusters Score -5784728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5784727.500000 Penalty: 5151.948730
	Iteration 39Q: 3 clusters Score -5784728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5784728.000000 Penalty: 5151.948730
	Iteration 40F: 3 clusters Score -5784728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5784731.000000 Penalty: 5151.948730
	Iteration 41Q: 3 clusters Score -5784731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5784734.000000 Penalty: 5151.948730
	Iteration 42Q: 3 clusters Score -5784734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5784728.000000 Penalty: 5151.948730
	Iteration 43Q: 3 clusters Score -5784728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5784723.500000 Penalty: 5151.948730
	Iteration 44Q: 3 clusters Score -5784724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5784717.000000 Penalty: 5151.948730
	Iteration 45Q: 3 clusters Score -5784717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5784721.500000 Penalty: 5151.948730
	Iteration 46Q: 3 clusters Score -5784722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5784723.000000 Penalty: 5151.948730
	Iteration 47Q: 3 clusters Score -5784723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5784721.000000 Penalty: 5151.948730
	Iteration 48Q: 3 clusters Score -5784721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5784723.500000 Penalty: 5151.948730
	Iteration 49Q: 3 clusters Score -5784724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5784721.500000 Penalty: 5151.948730
	Iteration 50Q: 3 clusters Score -5784722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5784721.500000 Penalty: 5151.948730
	Iteration 51F: 3 clusters Score -5784722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -869083.062500 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -869083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -864325.437500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -864325.4 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -865795.250000 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -865795.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -866441.250000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -866441.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -867009.500000 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -867009.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -867500.250000 Penalty: 4260.398926
	Iteration 4F: 3 clusters Score -867500.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -867909.062500 Penalty: 4260.398926
	Iteration 5F: 3 clusters Score -867909.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -868268.687500 Penalty: 4260.398926
	Iteration 6F: 3 clusters Score -868268.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -868579.937500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -868579.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -868824.000000 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -868824 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -868982.937500 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -868982.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -869085.125000 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -869085.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -869139.125000 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -869139.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -869189.125000 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -869189.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -869221.687500 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -869221.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -869238.000000 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -869238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -869243.062500 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -869243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -869245.062500 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -869245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -869248.062500 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -869248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -869247.937500 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -869247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -869248.500000 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -869248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -869249.375000 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -869249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -869249.937500 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -869249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -869251.000000 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -869251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -869251.625000 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -869251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -869251.312500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -869251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -869251.750000 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -869251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -869251.500000 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -869251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -869252.812500 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -869252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -869253.375000 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -869253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -869253.375000 Penalty: 4260.398926
	Iteration 29F: 3 clusters Score -869253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 2901 members 
Entering Unmasked Estep 
Score: -117269528.000000 Penalty: 196633.375000
Splitting cluster 11 changes total score from -117270424.000000 to -117269528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48958.867188 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -48958.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49356.187500 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49356.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49588.058594 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49588.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49784.941406 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -49784.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49996.878906 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -49996.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50151.468750 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50151.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50161.363281 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50161.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50161.363281 Penalty: 2924.988281
	Iteration 7F: 3 clusters Score -50161.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -542062.750000 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -542062.8 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 1603 members 
Entering Unmasked Estep 
Score: -538635.312500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -538635.3 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -539399.125000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -539399.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -539635.375000 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -539635.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -539798.937500 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -539798.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -539942.875000 Penalty: 4005.334717
	Iteration 4F: 3 clusters Score -539942.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -540069.500000 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -540069.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -540210.875000 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -540210.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -540346.187500 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -540346.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -540443.625000 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -540443.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -540536.062500 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -540536.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -540615.062500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -540615.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -540672.187500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -540672.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -540714.125000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -540714.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -540733.812500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -540733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -540742.625000 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -540742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -540746.687500 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -540746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -540752.125000 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -540752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -540754.625000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -540754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -540760.812500 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -540760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -540763.875000 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -540763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -540763.250000 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -540763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -540764.312500 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -540764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -540765.437500 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -540765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -540767.125000 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -540767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -540768.187500 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -540768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -540769.125000 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -540769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -540770.687500 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -540770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -540771.250000 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -540771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -540773.000000 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -540773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -540773.875000 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -540773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -540774.187500 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -540774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -540776.187500 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -540776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -540777.437500 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -540777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -540778.000000 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -540778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -540778.000000 Penalty: 4005.334717
	Iteration 34F: 3 clusters Score -540778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -74652.781250 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -74652.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73255.695312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -73255.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73601.273438 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -73601.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -73827.929688 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -73827.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -73969.750000 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -73969.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74091.476562 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -74091.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74164.835938 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -74164.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -74260.484375 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -74260.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74344.398438 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -74344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74380.367188 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -74380.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74403.312500 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -74403.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74403.312500 Penalty: 3067.337891
	Iteration 10F: 3 clusters Score -74403.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -46300.527344 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -46300.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45106.949219 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -45106.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45553.535156 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -45553.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45713.457031 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -45713.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45855.617188 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -45855.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45993.878906 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -45993.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46014.394531 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -46014.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46014.394531 Penalty: 2934.436279
	Iteration 6F: 3 clusters Score -46014.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Entering Unmasked Estep 
Score: -2100644.250000 Penalty: 2329.132080
	Iteration 0F: 2 clusters Score -2100644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2091751.500000 Penalty: 4658.264160
	Iteration 0F: 3 clusters Score -2091752 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2094400.125000 Penalty: 4658.264160
	Iteration 1F: 3 clusters Score -2094400 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2094759.000000 Penalty: 4658.264160
	Iteration 2F: 3 clusters Score -2094759 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2095016.500000 Penalty: 4658.264160
	Iteration 3F: 3 clusters Score -2095016 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2095251.375000 Penalty: 4658.264160
	Iteration 4Q: 3 clusters Score -2095251 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2095470.875000 Penalty: 4658.264160
	Iteration 5Q: 3 clusters Score -2095471 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2095721.125000 Penalty: 4658.264160
	Iteration 6Q: 3 clusters Score -2095721 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2096038.000000 Penalty: 4658.264160
	Iteration 7Q: 3 clusters Score -2096038 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2096402.250000 Penalty: 4658.264160
	Iteration 8Q: 3 clusters Score -2096402 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2096845.000000 Penalty: 4658.264160
	Iteration 9Q: 3 clusters Score -2096845 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2097294.000000 Penalty: 4658.264160
	Iteration 10F: 3 clusters Score -2097294 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2097670.750000 Penalty: 4658.264160
	Iteration 11Q: 3 clusters Score -2097671 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2097948.750000 Penalty: 4658.264160
	Iteration 12Q: 3 clusters Score -2097949 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2098135.000000 Penalty: 4658.264160
	Iteration 13Q: 3 clusters Score -2098135 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2098293.000000 Penalty: 4658.264160
	Iteration 14Q: 3 clusters Score -2098293 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2098392.750000 Penalty: 4658.264160
	Iteration 15Q: 3 clusters Score -2098393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2098462.250000 Penalty: 4658.264160
	Iteration 16Q: 3 clusters Score -2098462 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2098524.000000 Penalty: 4658.264160
	Iteration 17Q: 3 clusters Score -2098524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2098571.750000 Penalty: 4658.264160
	Iteration 18Q: 3 clusters Score -2098572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2098597.750000 Penalty: 4658.264160
	Iteration 19Q: 3 clusters Score -2098598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2098613.000000 Penalty: 4658.264160
	Iteration 20F: 3 clusters Score -2098613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2098623.250000 Penalty: 4658.264160
	Iteration 21Q: 3 clusters Score -2098623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2098629.500000 Penalty: 4658.264160
	Iteration 22Q: 3 clusters Score -2098630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2098643.750000 Penalty: 4658.264160
	Iteration 23Q: 3 clusters Score -2098644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2098655.250000 Penalty: 4658.264160
	Iteration 24Q: 3 clusters Score -2098655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2098659.500000 Penalty: 4658.264160
	Iteration 25Q: 3 clusters Score -2098660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2098657.750000 Penalty: 4658.264160
	Iteration 26Q: 3 clusters Score -2098658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2098658.000000 Penalty: 4658.264160
	Iteration 27Q: 3 clusters Score -2098658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2098662.000000 Penalty: 4658.264160
	Iteration 28Q: 3 clusters Score -2098662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2098666.500000 Penalty: 4658.264160
	Iteration 29Q: 3 clusters Score -2098666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2098665.250000 Penalty: 4658.264160
	Iteration 30Q: 3 clusters Score -2098665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2098666.750000 Penalty: 4658.264160
	Iteration 31Q: 3 clusters Score -2098667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2098674.750000 Penalty: 4658.264160
	Iteration 32Q: 3 clusters Score -2098675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2098681.750000 Penalty: 4658.264160
	Iteration 33Q: 3 clusters Score -2098682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2098677.250000 Penalty: 4658.264160
	Iteration 34Q: 3 clusters Score -2098677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2098683.750000 Penalty: 4658.264160
	Iteration 35Q: 3 clusters Score -2098684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2098686.250000 Penalty: 4658.264160
	Iteration 36Q: 3 clusters Score -2098686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2098691.250000 Penalty: 4658.264160
	Iteration 37Q: 3 clusters Score -2098691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2098688.750000 Penalty: 4658.264160
	Iteration 38Q: 3 clusters Score -2098689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2098693.250000 Penalty: 4658.264160
	Iteration 39Q: 3 clusters Score -2098693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2098693.000000 Penalty: 4658.264160
	Iteration 40F: 3 clusters Score -2098693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2098691.750000 Penalty: 4658.264160
	Iteration 41Q: 3 clusters Score -2098692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2098696.000000 Penalty: 4658.264160
	Iteration 42Q: 3 clusters Score -2098696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2098694.750000 Penalty: 4658.264160
	Iteration 43Q: 3 clusters Score -2098695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2098697.000000 Penalty: 4658.264160
	Iteration 44Q: 3 clusters Score -2098697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2098697.000000 Penalty: 4658.264160
	Iteration 45F: 3 clusters Score -2098697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1538566.000000 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1538566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1531695.500000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1531696 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1533607.875000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1533608 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1533882.750000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1533883 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1534065.250000 Penalty: 4502.776855
	Iteration 3F: 3 clusters Score -1534065 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1534186.375000 Penalty: 4502.776855
	Iteration 4Q: 3 clusters Score -1534186 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1534271.250000 Penalty: 4502.776855
	Iteration 5Q: 3 clusters Score -1534271 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1534344.875000 Penalty: 4502.776855
	Iteration 6Q: 3 clusters Score -1534345 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1534406.875000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1534407 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1534456.000000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1534456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1534514.625000 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1534515 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1534577.750000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1534578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1534658.375000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1534658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1534760.750000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1534761 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1534886.125000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1534886 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1535034.250000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1535034 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1535215.375000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1535215 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1535430.875000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1535431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1535684.375000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1535684 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1535959.500000 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1535960 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1536223.000000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1536223 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1536441.875000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1536442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1536587.375000 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1536587 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1536713.750000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1536714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1536832.000000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1536832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1536919.375000 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1536919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1536987.375000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1536987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1537025.250000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1537025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1537045.500000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1537046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1537063.125000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1537063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1537074.875000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1537075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1537080.125000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1537080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1537085.625000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1537086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1537094.375000 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1537094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1537098.625000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1537099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1537103.375000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1537103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1537103.250000 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1537103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1537106.750000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1537107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1537107.125000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1537107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1537109.750000 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1537110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1537110.375000 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1537110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1537110.375000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1537110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Entering Unmasked Estep 
Score: -1974643.875000 Penalty: 2314.803223
	Iteration 0F: 2 clusters Score -1974644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1966161.250000 Penalty: 4629.606445
	Iteration 0F: 3 clusters Score -1966161 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1969398.375000 Penalty: 4629.606445
	Iteration 1F: 3 clusters Score -1969398 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1970923.375000 Penalty: 4629.606445
	Iteration 2F: 3 clusters Score -1970923 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1972722.125000 Penalty: 4629.606445
	Iteration 3F: 3 clusters Score -1972722 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1974106.750000 Penalty: 4629.606445
	Iteration 4F: 3 clusters Score -1974107 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1974722.625000 Penalty: 4629.606445
	Iteration 5F: 3 clusters Score -1974723 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1974981.250000 Penalty: 4629.606445
	Iteration 6Q: 3 clusters Score -1974981 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1975080.250000 Penalty: 4629.606445
	Iteration 7Q: 3 clusters Score -1975080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1975121.750000 Penalty: 4629.606445
	Iteration 8Q: 3 clusters Score -1975122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1975154.375000 Penalty: 4629.606445
	Iteration 9Q: 3 clusters Score -1975154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1975169.250000 Penalty: 4629.606445
	Iteration 10Q: 3 clusters Score -1975169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1975182.000000 Penalty: 4629.606445
	Iteration 11Q: 3 clusters Score -1975182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1975198.250000 Penalty: 4629.606445
	Iteration 12Q: 3 clusters Score -1975198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1975204.750000 Penalty: 4629.606445
	Iteration 13Q: 3 clusters Score -1975205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1975209.875000 Penalty: 4629.606445
	Iteration 14Q: 3 clusters Score -1975210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1975213.875000 Penalty: 4629.606445
	Iteration 15Q: 3 clusters Score -1975214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1975214.000000 Penalty: 4629.606445
	Iteration 16Q: 3 clusters Score -1975214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1975224.500000 Penalty: 4629.606445
	Iteration 17Q: 3 clusters Score -1975224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1975230.750000 Penalty: 4629.606445
	Iteration 18Q: 3 clusters Score -1975231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1975230.750000 Penalty: 4629.606445
	Iteration 19Q: 3 clusters Score -1975231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1975232.500000 Penalty: 4629.606445
	Iteration 20F: 3 clusters Score -1975232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1975237.625000 Penalty: 4629.606445
	Iteration 21Q: 3 clusters Score -1975238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1975237.250000 Penalty: 4629.606445
	Iteration 22Q: 3 clusters Score -1975237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1975238.750000 Penalty: 4629.606445
	Iteration 23Q: 3 clusters Score -1975239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1975240.750000 Penalty: 4629.606445
	Iteration 24Q: 3 clusters Score -1975241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1975245.000000 Penalty: 4629.606445
	Iteration 25Q: 3 clusters Score -1975245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1975242.750000 Penalty: 4629.606445
	Iteration 26Q: 3 clusters Score -1975243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1975243.500000 Penalty: 4629.606445
	Iteration 27Q: 3 clusters Score -1975244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1975240.125000 Penalty: 4629.606445
	Iteration 28Q: 3 clusters Score -1975240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1975240.750000 Penalty: 4629.606445
	Iteration 29Q: 3 clusters Score -1975241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1975239.250000 Penalty: 4629.606445
	Iteration 30Q: 3 clusters Score -1975239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1975237.500000 Penalty: 4629.606445
	Iteration 31Q: 3 clusters Score -1975238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1975237.875000 Penalty: 4629.606445
	Iteration 32Q: 3 clusters Score -1975238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1975239.000000 Penalty: 4629.606445
	Iteration 33Q: 3 clusters Score -1975239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1975242.000000 Penalty: 4629.606445
	Iteration 34Q: 3 clusters Score -1975242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1975242.375000 Penalty: 4629.606445
	Iteration 35Q: 3 clusters Score -1975242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1975242.625000 Penalty: 4629.606445
	Iteration 36Q: 3 clusters Score -1975243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1975243.250000 Penalty: 4629.606445
	Iteration 37Q: 3 clusters Score -1975243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1975244.375000 Penalty: 4629.606445
	Iteration 38Q: 3 clusters Score -1975244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1975244.375000 Penalty: 4629.606445
	Iteration 39Q: 3 clusters Score -1975244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1975245.750000 Penalty: 4629.606445
	Iteration 40F: 3 clusters Score -1975246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 6229 members 
Entering Unmasked Estep 
Score: -117269792.000000 Penalty: 196633.375000
Splitting cluster 18 changes total score from -117270424.000000 to -117269792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (38643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Entering Unmasked Estep 
Score: -6525176.500000 Penalty: 2619.406006
	Iteration 0F: 2 clusters Score -6525176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -6499544.000000 Penalty: 5238.812012
	Iteration 0F: 3 clusters Score -6499544 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6509657.500000 Penalty: 5238.812012
	Iteration 1F: 3 clusters Score -6509658 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -6510417.500000 Penalty: 5238.812012
	Iteration 2F: 3 clusters Score -6510418 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -6511240.500000 Penalty: 5238.812012
	Iteration 3Q: 3 clusters Score -6511240 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6512084.000000 Penalty: 5238.812012
	Iteration 4F: 3 clusters Score -6512084 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -6512957.500000 Penalty: 5238.812012
	Iteration 5F: 3 clusters Score -6512958 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -6513825.000000 Penalty: 5238.812012
	Iteration 6Q: 3 clusters Score -6513825 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -6514730.500000 Penalty: 5238.812012
	Iteration 7Q: 3 clusters Score -6514730 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -6515572.000000 Penalty: 5238.812012
	Iteration 8Q: 3 clusters Score -6515572 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -6516416.000000 Penalty: 5238.812012
	Iteration 9Q: 3 clusters Score -6516416 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6517098.500000 Penalty: 5238.812012
	Iteration 10Q: 3 clusters Score -6517098 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -6517735.000000 Penalty: 5238.812012
	Iteration 11Q: 3 clusters Score -6517735 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6518266.000000 Penalty: 5238.812012
	Iteration 12Q: 3 clusters Score -6518266 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6518649.000000 Penalty: 5238.812012
	Iteration 13Q: 3 clusters Score -6518649 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -6518972.000000 Penalty: 5238.812012
	Iteration 14Q: 3 clusters Score -6518972 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6519194.000000 Penalty: 5238.812012
	Iteration 15Q: 3 clusters Score -6519194 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6519398.500000 Penalty: 5238.812012
	Iteration 16Q: 3 clusters Score -6519398 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -6519550.500000 Penalty: 5238.812012
	Iteration 17Q: 3 clusters Score -6519550 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -6519666.500000 Penalty: 5238.812012
	Iteration 18Q: 3 clusters Score -6519666 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6519779.500000 Penalty: 5238.812012
	Iteration 19Q: 3 clusters Score -6519780 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -6519908.500000 Penalty: 5238.812012
	Iteration 20F: 3 clusters Score -6519908 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6519974.500000 Penalty: 5238.812012
	Iteration 21Q: 3 clusters Score -6519974 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6520101.000000 Penalty: 5238.812012
	Iteration 22Q: 3 clusters Score -6520101 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6520241.500000 Penalty: 5238.812012
	Iteration 23Q: 3 clusters Score -6520242 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6520390.500000 Penalty: 5238.812012
	Iteration 24Q: 3 clusters Score -6520390 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6520532.000000 Penalty: 5238.812012
	Iteration 25Q: 3 clusters Score -6520532 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -6520645.000000 Penalty: 5238.812012
	Iteration 26Q: 3 clusters Score -6520645 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -6520801.500000 Penalty: 5238.812012
	Iteration 27Q: 3 clusters Score -6520802 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -6520926.000000 Penalty: 5238.812012
	Iteration 28Q: 3 clusters Score -6520926 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -6521078.000000 Penalty: 5238.812012
	Iteration 29Q: 3 clusters Score -6521078 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6521241.000000 Penalty: 5238.812012
	Iteration 30Q: 3 clusters Score -6521241 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6521375.000000 Penalty: 5238.812012
	Iteration 31Q: 3 clusters Score -6521375 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -6521513.500000 Penalty: 5238.812012
	Iteration 32Q: 3 clusters Score -6521514 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -6521641.500000 Penalty: 5238.812012
	Iteration 33Q: 3 clusters Score -6521642 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -6521789.000000 Penalty: 5238.812012
	Iteration 34Q: 3 clusters Score -6521789 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -6521917.500000 Penalty: 5238.812012
	Iteration 35Q: 3 clusters Score -6521918 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -6522027.000000 Penalty: 5238.812012
	Iteration 36Q: 3 clusters Score -6522027 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -6522109.000000 Penalty: 5238.812012
	Iteration 37Q: 3 clusters Score -6522109 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -6522214.000000 Penalty: 5238.812012
	Iteration 38Q: 3 clusters Score -6522214 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -6522305.000000 Penalty: 5238.812012
	Iteration 39Q: 3 clusters Score -6522305 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6522416.000000 Penalty: 5238.812012
	Iteration 40F: 3 clusters Score -6522416 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6522478.500000 Penalty: 5238.812012
	Iteration 41Q: 3 clusters Score -6522478 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6522574.500000 Penalty: 5238.812012
	Iteration 42Q: 3 clusters Score -6522574 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6522675.000000 Penalty: 5238.812012
	Iteration 43Q: 3 clusters Score -6522675 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -6522754.000000 Penalty: 5238.812012
	Iteration 44Q: 3 clusters Score -6522754 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6522842.000000 Penalty: 5238.812012
	Iteration 45Q: 3 clusters Score -6522842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6522902.000000 Penalty: 5238.812012
	Iteration 46Q: 3 clusters Score -6522902 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -6522974.000000 Penalty: 5238.812012
	Iteration 47Q: 3 clusters Score -6522974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -6523045.000000 Penalty: 5238.812012
	Iteration 48Q: 3 clusters Score -6523045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6523101.500000 Penalty: 5238.812012
	Iteration 49Q: 3 clusters Score -6523102 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6523135.500000 Penalty: 5238.812012
	Iteration 50Q: 3 clusters Score -6523136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -6523169.500000 Penalty: 5238.812012
	Iteration 51Q: 3 clusters Score -6523170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -6523198.000000 Penalty: 5238.812012
	Iteration 52Q: 3 clusters Score -6523198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -6523217.500000 Penalty: 5238.812012
	Iteration 53Q: 3 clusters Score -6523218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -6523247.500000 Penalty: 5238.812012
	Iteration 54Q: 3 clusters Score -6523248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6523254.500000 Penalty: 5238.812012
	Iteration 55Q: 3 clusters Score -6523254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -6523292.000000 Penalty: 5238.812012
	Iteration 56Q: 3 clusters Score -6523292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -6523319.000000 Penalty: 5238.812012
	Iteration 57Q: 3 clusters Score -6523319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -6523352.000000 Penalty: 5238.812012
	Iteration 58Q: 3 clusters Score -6523352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -6523356.000000 Penalty: 5238.812012
	Iteration 59Q: 3 clusters Score -6523356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -6523357.500000 Penalty: 5238.812012
	Iteration 60F: 3 clusters Score -6523358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -6523366.500000 Penalty: 5238.812012
	Iteration 61Q: 3 clusters Score -6523366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -6523389.500000 Penalty: 5238.812012
	Iteration 62Q: 3 clusters Score -6523390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -6523385.500000 Penalty: 5238.812012
	Iteration 63Q: 3 clusters Score -6523386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -6523391.500000 Penalty: 5238.812012
	Iteration 64Q: 3 clusters Score -6523392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -6523409.500000 Penalty: 5238.812012
	Iteration 65Q: 3 clusters Score -6523410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -6523398.500000 Penalty: 5238.812012
	Iteration 66Q: 3 clusters Score -6523398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -6523408.000000 Penalty: 5238.812012
	Iteration 67Q: 3 clusters Score -6523408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -6523425.000000 Penalty: 5238.812012
	Iteration 68Q: 3 clusters Score -6523425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -6523412.000000 Penalty: 5238.812012
	Iteration 69Q: 3 clusters Score -6523412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6523416.000000 Penalty: 5238.812012
	Iteration 70Q: 3 clusters Score -6523416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -6523429.000000 Penalty: 5238.812012
	Iteration 71Q: 3 clusters Score -6523429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6523430.500000 Penalty: 5238.812012
	Iteration 72Q: 3 clusters Score -6523430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -6523425.000000 Penalty: 5238.812012
	Iteration 73Q: 3 clusters Score -6523425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -6523418.000000 Penalty: 5238.812012
	Iteration 74Q: 3 clusters Score -6523418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -6523425.500000 Penalty: 5238.812012
	Iteration 75Q: 3 clusters Score -6523426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -6523432.000000 Penalty: 5238.812012
	Iteration 76Q: 3 clusters Score -6523432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6523429.000000 Penalty: 5238.812012
	Iteration 77Q: 3 clusters Score -6523429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6523429.000000 Penalty: 5238.812012
	Iteration 78F: 3 clusters Score -6523429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Entering Unmasked Estep 
Score: -8642616.000000 Penalty: 2684.537109
	Iteration 0F: 2 clusters Score -8642616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8611888.000000 Penalty: 5369.074219
	Iteration 0F: 3 clusters Score -8611888 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -8624851.000000 Penalty: 5369.074219
	Iteration 1F: 3 clusters Score -8624851 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -8625779.000000 Penalty: 5369.074219
	Iteration 2Q: 3 clusters Score -8625779 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8626943.000000 Penalty: 5369.074219
	Iteration 3Q: 3 clusters Score -8626943 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -8628676.000000 Penalty: 5369.074219
	Iteration 4F: 3 clusters Score -8628676 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8631251.000000 Penalty: 5369.074219
	Iteration 5F: 3 clusters Score -8631251 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -8634309.000000 Penalty: 5369.074219
	Iteration 6F: 3 clusters Score -8634309 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8637164.000000 Penalty: 5369.074219
	Iteration 7F: 3 clusters Score -8637164 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -8639359.000000 Penalty: 5369.074219
	Iteration 8F: 3 clusters Score -8639359 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -8640717.000000 Penalty: 5369.074219
	Iteration 9Q: 3 clusters Score -8640717 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -8641468.000000 Penalty: 5369.074219
	Iteration 10Q: 3 clusters Score -8641468 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -8641902.000000 Penalty: 5369.074219
	Iteration 11Q: 3 clusters Score -8641902 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8642197.000000 Penalty: 5369.074219
	Iteration 12Q: 3 clusters Score -8642197 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8642347.000000 Penalty: 5369.074219
	Iteration 13Q: 3 clusters Score -8642347 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -8642498.000000 Penalty: 5369.074219
	Iteration 14Q: 3 clusters Score -8642498 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8642568.000000 Penalty: 5369.074219
	Iteration 15Q: 3 clusters Score -8642568 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8642644.000000 Penalty: 5369.074219
	Iteration 16Q: 3 clusters Score -8642644 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -8642658.000000 Penalty: 5369.074219
	Iteration 17Q: 3 clusters Score -8642658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -8642708.000000 Penalty: 5369.074219
	Iteration 18Q: 3 clusters Score -8642708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -8642775.000000 Penalty: 5369.074219
	Iteration 19Q: 3 clusters Score -8642775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8642787.000000 Penalty: 5369.074219
	Iteration 20F: 3 clusters Score -8642787 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -8642802.000000 Penalty: 5369.074219
	Iteration 21Q: 3 clusters Score -8642802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8642835.000000 Penalty: 5369.074219
	Iteration 22Q: 3 clusters Score -8642835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -8642849.000000 Penalty: 5369.074219
	Iteration 23Q: 3 clusters Score -8642849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8642846.000000 Penalty: 5369.074219
	Iteration 24Q: 3 clusters Score -8642846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -8642855.000000 Penalty: 5369.074219
	Iteration 25Q: 3 clusters Score -8642855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8642859.000000 Penalty: 5369.074219
	Iteration 26Q: 3 clusters Score -8642859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -8642866.000000 Penalty: 5369.074219
	Iteration 27Q: 3 clusters Score -8642866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -8642859.000000 Penalty: 5369.074219
	Iteration 28Q: 3 clusters Score -8642859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -8642862.000000 Penalty: 5369.074219
	Iteration 29Q: 3 clusters Score -8642862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8642868.000000 Penalty: 5369.074219
	Iteration 30Q: 3 clusters Score -8642868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -8642870.000000 Penalty: 5369.074219
	Iteration 31Q: 3 clusters Score -8642870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -8642855.000000 Penalty: 5369.074219
	Iteration 32Q: 3 clusters Score -8642855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8642863.000000 Penalty: 5369.074219
	Iteration 33Q: 3 clusters Score -8642863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -8642861.000000 Penalty: 5369.074219
	Iteration 34Q: 3 clusters Score -8642861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -8642865.000000 Penalty: 5369.074219
	Iteration 35Q: 3 clusters Score -8642865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -8642869.000000 Penalty: 5369.074219
	Iteration 36Q: 3 clusters Score -8642869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -8642865.000000 Penalty: 5369.074219
	Iteration 37Q: 3 clusters Score -8642865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -8642873.000000 Penalty: 5369.074219
	Iteration 38Q: 3 clusters Score -8642873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -8642881.000000 Penalty: 5369.074219
	Iteration 39Q: 3 clusters Score -8642881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8642897.000000 Penalty: 5369.074219
	Iteration 40F: 3 clusters Score -8642897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8642890.000000 Penalty: 5369.074219
	Iteration 41Q: 3 clusters Score -8642890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -8642892.000000 Penalty: 5369.074219
	Iteration 42Q: 3 clusters Score -8642892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -8642901.000000 Penalty: 5369.074219
	Iteration 43Q: 3 clusters Score -8642901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8642891.000000 Penalty: 5369.074219
	Iteration 44Q: 3 clusters Score -8642891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8642887.000000 Penalty: 5369.074219
	Iteration 45Q: 3 clusters Score -8642887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8642895.000000 Penalty: 5369.074219
	Iteration 46Q: 3 clusters Score -8642895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8642895.000000 Penalty: 5369.074219
	Iteration 47F: 3 clusters Score -8642895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 35433 members 
Entering Unmasked Estep 
Score: -117270104.000000 Penalty: 196633.375000
Splitting cluster 20 changes total score from -117270424.000000 to -117270104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (29093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Entering Unmasked Estep 
Score: -5211410.500000 Penalty: 2549.006592
	Iteration 0F: 2 clusters Score -5211410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5191390.000000 Penalty: 5098.013184
	Iteration 0F: 3 clusters Score -5191390 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5198548.500000 Penalty: 5098.013184
	Iteration 1F: 3 clusters Score -5198548 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -5199098.000000 Penalty: 5098.013184
	Iteration 2Q: 3 clusters Score -5199098 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -5199729.500000 Penalty: 5098.013184
	Iteration 3Q: 3 clusters Score -5199730 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5200568.500000 Penalty: 5098.013184
	Iteration 4F: 3 clusters Score -5200568 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5201835.500000 Penalty: 5098.013184
	Iteration 5F: 3 clusters Score -5201836 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5203569.500000 Penalty: 5098.013184
	Iteration 6F: 3 clusters Score -5203570 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -5205407.000000 Penalty: 5098.013184
	Iteration 7F: 3 clusters Score -5205407 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5206979.000000 Penalty: 5098.013184
	Iteration 8F: 3 clusters Score -5206979 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5207946.500000 Penalty: 5098.013184
	Iteration 9Q: 3 clusters Score -5207946 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -5208503.000000 Penalty: 5098.013184
	Iteration 10Q: 3 clusters Score -5208503 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5208793.500000 Penalty: 5098.013184
	Iteration 11Q: 3 clusters Score -5208794 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5208917.500000 Penalty: 5098.013184
	Iteration 12Q: 3 clusters Score -5208918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -5209027.500000 Penalty: 5098.013184
	Iteration 13Q: 3 clusters Score -5209028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -5209066.500000 Penalty: 5098.013184
	Iteration 14Q: 3 clusters Score -5209066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5209092.000000 Penalty: 5098.013184
	Iteration 15Q: 3 clusters Score -5209092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5209137.000000 Penalty: 5098.013184
	Iteration 16Q: 3 clusters Score -5209137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5209164.000000 Penalty: 5098.013184
	Iteration 17Q: 3 clusters Score -5209164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5209179.500000 Penalty: 5098.013184
	Iteration 18Q: 3 clusters Score -5209180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5209188.500000 Penalty: 5098.013184
	Iteration 19Q: 3 clusters Score -5209188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5209189.000000 Penalty: 5098.013184
	Iteration 20F: 3 clusters Score -5209189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5209189.500000 Penalty: 5098.013184
	Iteration 21Q: 3 clusters Score -5209190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -5209205.000000 Penalty: 5098.013184
	Iteration 22Q: 3 clusters Score -5209205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5209215.000000 Penalty: 5098.013184
	Iteration 23Q: 3 clusters Score -5209215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5209220.000000 Penalty: 5098.013184
	Iteration 24Q: 3 clusters Score -5209220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5209219.000000 Penalty: 5098.013184
	Iteration 25Q: 3 clusters Score -5209219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5209224.500000 Penalty: 5098.013184
	Iteration 26Q: 3 clusters Score -5209224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5209227.000000 Penalty: 5098.013184
	Iteration 27Q: 3 clusters Score -5209227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5209222.500000 Penalty: 5098.013184
	Iteration 28Q: 3 clusters Score -5209222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5209222.500000 Penalty: 5098.013184
	Iteration 29F: 3 clusters Score -5209222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Entering Unmasked Estep 
Score: -6139522.000000 Penalty: 2586.769287
	Iteration 0F: 2 clusters Score -6139522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -6117160.500000 Penalty: 5173.538574
	Iteration 0F: 3 clusters Score -6117160 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -6125595.500000 Penalty: 5173.538574
	Iteration 1F: 3 clusters Score -6125596 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -6126234.500000 Penalty: 5173.538574
	Iteration 2Q: 3 clusters Score -6126234 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -6127073.500000 Penalty: 5173.538574
	Iteration 3F: 3 clusters Score -6127074 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -6128227.000000 Penalty: 5173.538574
	Iteration 4F: 3 clusters Score -6128227 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -6129948.500000 Penalty: 5173.538574
	Iteration 5F: 3 clusters Score -6129948 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -6132007.000000 Penalty: 5173.538574
	Iteration 6F: 3 clusters Score -6132007 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -6134036.000000 Penalty: 5173.538574
	Iteration 7F: 3 clusters Score -6134036 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -6135665.500000 Penalty: 5173.538574
	Iteration 8Q: 3 clusters Score -6135666 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -6136766.500000 Penalty: 5173.538574
	Iteration 9Q: 3 clusters Score -6136766 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -6137407.000000 Penalty: 5173.538574
	Iteration 10Q: 3 clusters Score -6137407 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -6137747.500000 Penalty: 5173.538574
	Iteration 11Q: 3 clusters Score -6137748 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -6137949.000000 Penalty: 5173.538574
	Iteration 12Q: 3 clusters Score -6137949 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6138029.500000 Penalty: 5173.538574
	Iteration 13Q: 3 clusters Score -6138030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -6138115.000000 Penalty: 5173.538574
	Iteration 14Q: 3 clusters Score -6138115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -6138138.000000 Penalty: 5173.538574
	Iteration 15Q: 3 clusters Score -6138138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6138146.500000 Penalty: 5173.538574
	Iteration 16Q: 3 clusters Score -6138146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -6138160.500000 Penalty: 5173.538574
	Iteration 17Q: 3 clusters Score -6138160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -6138156.500000 Penalty: 5173.538574
	Iteration 18Q: 3 clusters Score -6138156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6138154.500000 Penalty: 5173.538574
	Iteration 19Q: 3 clusters Score -6138154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6138148.000000 Penalty: 5173.538574
	Iteration 20F: 3 clusters Score -6138148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6138159.000000 Penalty: 5173.538574
	Iteration 21Q: 3 clusters Score -6138159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6138162.000000 Penalty: 5173.538574
	Iteration 22Q: 3 clusters Score -6138162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6138158.000000 Penalty: 5173.538574
	Iteration 23Q: 3 clusters Score -6138158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6138162.500000 Penalty: 5173.538574
	Iteration 24Q: 3 clusters Score -6138162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6138157.500000 Penalty: 5173.538574
	Iteration 25Q: 3 clusters Score -6138158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6138157.000000 Penalty: 5173.538574
	Iteration 26Q: 3 clusters Score -6138157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6138156.000000 Penalty: 5173.538574
	Iteration 27Q: 3 clusters Score -6138156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6138155.500000 Penalty: 5173.538574
	Iteration 28Q: 3 clusters Score -6138156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6138155.000000 Penalty: 5173.538574
	Iteration 29Q: 3 clusters Score -6138155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6138155.500000 Penalty: 5173.538574
	Iteration 30Q: 3 clusters Score -6138156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6138154.500000 Penalty: 5173.538574
	Iteration 31Q: 3 clusters Score -6138154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6138154.500000 Penalty: 5173.538574
	Iteration 32F: 3 clusters Score -6138154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -485741.468750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -485741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -482561.375000 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -482561.4 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -483622.812500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -483622.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -484049.468750 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -484049.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -484462.625000 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -484462.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -484744.906250 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -484744.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -484897.843750 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -484897.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -484986.625000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -484986.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -485064.625000 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -485064.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -485129.156250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -485129.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485182.593750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -485182.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -485218.593750 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -485218.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485232.593750 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -485232.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -485246.031250 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -485246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -485256.656250 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -485256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -485261.093750 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -485261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -485263.281250 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -485263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -485265.156250 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -485265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -485266.312500 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -485266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -485268.562500 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -485268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -485270.093750 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -485270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -485271.343750 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -485271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485272.156250 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -485272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -485272.406250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -485272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -485274.125000 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -485274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485276.343750 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -485276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485276.343750 Penalty: 3983.405762
	Iteration 25F: 3 clusters Score -485276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Entering Unmasked Estep 
Score: -6566869.500000 Penalty: 2614.983643
	Iteration 0F: 2 clusters Score -6566870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -6541510.000000 Penalty: 5229.967285
	Iteration 0F: 3 clusters Score -6541510 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6551469.500000 Penalty: 5229.967285
	Iteration 1F: 3 clusters Score -6551470 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6552613.500000 Penalty: 5229.967285
	Iteration 2F: 3 clusters Score -6552614 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6553826.500000 Penalty: 5229.967285
	Iteration 3F: 3 clusters Score -6553826 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -6555243.000000 Penalty: 5229.967285
	Iteration 4F: 3 clusters Score -6555243 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -6556627.500000 Penalty: 5229.967285
	Iteration 5F: 3 clusters Score -6556628 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6558005.000000 Penalty: 5229.967285
	Iteration 6F: 3 clusters Score -6558005 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6559221.500000 Penalty: 5229.967285
	Iteration 7F: 3 clusters Score -6559222 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6560310.000000 Penalty: 5229.967285
	Iteration 8Q: 3 clusters Score -6560310 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -6561236.500000 Penalty: 5229.967285
	Iteration 9Q: 3 clusters Score -6561236 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -6561953.500000 Penalty: 5229.967285
	Iteration 10Q: 3 clusters Score -6561954 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6562622.500000 Penalty: 5229.967285
	Iteration 11Q: 3 clusters Score -6562622 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6563187.000000 Penalty: 5229.967285
	Iteration 12Q: 3 clusters Score -6563187 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -6563662.500000 Penalty: 5229.967285
	Iteration 13Q: 3 clusters Score -6563662 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -6564114.000000 Penalty: 5229.967285
	Iteration 14Q: 3 clusters Score -6564114 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6564455.500000 Penalty: 5229.967285
	Iteration 15Q: 3 clusters Score -6564456 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6564702.000000 Penalty: 5229.967285
	Iteration 16Q: 3 clusters Score -6564702 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6564907.000000 Penalty: 5229.967285
	Iteration 17Q: 3 clusters Score -6564907 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -6565058.000000 Penalty: 5229.967285
	Iteration 18Q: 3 clusters Score -6565058 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -6565201.500000 Penalty: 5229.967285
	Iteration 19Q: 3 clusters Score -6565202 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -6565294.000000 Penalty: 5229.967285
	Iteration 20F: 3 clusters Score -6565294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -6565371.500000 Penalty: 5229.967285
	Iteration 21Q: 3 clusters Score -6565372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -6565411.000000 Penalty: 5229.967285
	Iteration 22Q: 3 clusters Score -6565411 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6565470.500000 Penalty: 5229.967285
	Iteration 23Q: 3 clusters Score -6565470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6565527.000000 Penalty: 5229.967285
	Iteration 24Q: 3 clusters Score -6565527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6565564.500000 Penalty: 5229.967285
	Iteration 25Q: 3 clusters Score -6565564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -6565589.000000 Penalty: 5229.967285
	Iteration 26Q: 3 clusters Score -6565589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -6565622.000000 Penalty: 5229.967285
	Iteration 27Q: 3 clusters Score -6565622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6565650.000000 Penalty: 5229.967285
	Iteration 28Q: 3 clusters Score -6565650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -6565648.000000 Penalty: 5229.967285
	Iteration 29Q: 3 clusters Score -6565648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6565666.500000 Penalty: 5229.967285
	Iteration 30Q: 3 clusters Score -6565666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -6565674.000000 Penalty: 5229.967285
	Iteration 31Q: 3 clusters Score -6565674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6565671.500000 Penalty: 5229.967285
	Iteration 32Q: 3 clusters Score -6565672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6565678.000000 Penalty: 5229.967285
	Iteration 33Q: 3 clusters Score -6565678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6565679.500000 Penalty: 5229.967285
	Iteration 34Q: 3 clusters Score -6565680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -6565678.500000 Penalty: 5229.967285
	Iteration 35Q: 3 clusters Score -6565678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6565679.000000 Penalty: 5229.967285
	Iteration 36Q: 3 clusters Score -6565679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6565674.000000 Penalty: 5229.967285
	Iteration 37Q: 3 clusters Score -6565674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6565676.500000 Penalty: 5229.967285
	Iteration 38Q: 3 clusters Score -6565676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6565676.000000 Penalty: 5229.967285
	Iteration 39Q: 3 clusters Score -6565676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -6565677.000000 Penalty: 5229.967285
	Iteration 40F: 3 clusters Score -6565677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6565676.500000 Penalty: 5229.967285
	Iteration 41Q: 3 clusters Score -6565676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -6565678.000000 Penalty: 5229.967285
	Iteration 42Q: 3 clusters Score -6565678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -6565678.500000 Penalty: 5229.967285
	Iteration 43Q: 3 clusters Score -6565678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -6565678.500000 Penalty: 5229.967285
	Iteration 44F: 3 clusters Score -6565678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Entering Unmasked Estep 
Score: -5515828.500000 Penalty: 2562.017090
	Iteration 0F: 2 clusters Score -5515828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5495145.500000 Penalty: 5124.034180
	Iteration 0F: 3 clusters Score -5495146 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -5502840.500000 Penalty: 5124.034180
	Iteration 1F: 3 clusters Score -5502840 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5503716.000000 Penalty: 5124.034180
	Iteration 2F: 3 clusters Score -5503716 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5504805.500000 Penalty: 5124.034180
	Iteration 3F: 3 clusters Score -5504806 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5505959.000000 Penalty: 5124.034180
	Iteration 4F: 3 clusters Score -5505959 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5507066.500000 Penalty: 5124.034180
	Iteration 5F: 3 clusters Score -5507066 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5508196.000000 Penalty: 5124.034180
	Iteration 6F: 3 clusters Score -5508196 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5509076.500000 Penalty: 5124.034180
	Iteration 7F: 3 clusters Score -5509076 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5509690.000000 Penalty: 5124.034180
	Iteration 8Q: 3 clusters Score -5509690 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5510173.500000 Penalty: 5124.034180
	Iteration 9Q: 3 clusters Score -5510174 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -5510506.500000 Penalty: 5124.034180
	Iteration 10Q: 3 clusters Score -5510506 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5510829.500000 Penalty: 5124.034180
	Iteration 11Q: 3 clusters Score -5510830 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -5511177.000000 Penalty: 5124.034180
	Iteration 12Q: 3 clusters Score -5511177 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5511526.000000 Penalty: 5124.034180
	Iteration 13Q: 3 clusters Score -5511526 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5511898.000000 Penalty: 5124.034180
	Iteration 14Q: 3 clusters Score -5511898 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5512282.000000 Penalty: 5124.034180
	Iteration 15Q: 3 clusters Score -5512282 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5512739.000000 Penalty: 5124.034180
	Iteration 16Q: 3 clusters Score -5512739 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5513204.500000 Penalty: 5124.034180
	Iteration 17Q: 3 clusters Score -5513204 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5513663.000000 Penalty: 5124.034180
	Iteration 18Q: 3 clusters Score -5513663 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -5514020.000000 Penalty: 5124.034180
	Iteration 19Q: 3 clusters Score -5514020 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5514346.000000 Penalty: 5124.034180
	Iteration 20F: 3 clusters Score -5514346 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5514633.000000 Penalty: 5124.034180
	Iteration 21Q: 3 clusters Score -5514633 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5514855.000000 Penalty: 5124.034180
	Iteration 22Q: 3 clusters Score -5514855 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5514979.500000 Penalty: 5124.034180
	Iteration 23Q: 3 clusters Score -5514980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -5515078.500000 Penalty: 5124.034180
	Iteration 24Q: 3 clusters Score -5515078 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5515122.000000 Penalty: 5124.034180
	Iteration 25Q: 3 clusters Score -5515122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -5515144.500000 Penalty: 5124.034180
	Iteration 26Q: 3 clusters Score -5515144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5515155.000000 Penalty: 5124.034180
	Iteration 27Q: 3 clusters Score -5515155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5515155.000000 Penalty: 5124.034180
	Iteration 28Q: 3 clusters Score -5515155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5515160.000000 Penalty: 5124.034180
	Iteration 29Q: 3 clusters Score -5515160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5515164.500000 Penalty: 5124.034180
	Iteration 30Q: 3 clusters Score -5515164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5515163.500000 Penalty: 5124.034180
	Iteration 31Q: 3 clusters Score -5515164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5515176.500000 Penalty: 5124.034180
	Iteration 32Q: 3 clusters Score -5515176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5515181.000000 Penalty: 5124.034180
	Iteration 33Q: 3 clusters Score -5515181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5515176.500000 Penalty: 5124.034180
	Iteration 34Q: 3 clusters Score -5515176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -5515182.000000 Penalty: 5124.034180
	Iteration 35Q: 3 clusters Score -5515182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5515193.000000 Penalty: 5124.034180
	Iteration 36Q: 3 clusters Score -5515193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5515196.000000 Penalty: 5124.034180
	Iteration 37Q: 3 clusters Score -5515196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5515189.500000 Penalty: 5124.034180
	Iteration 38Q: 3 clusters Score -5515190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5515189.000000 Penalty: 5124.034180
	Iteration 39Q: 3 clusters Score -5515189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5515184.500000 Penalty: 5124.034180
	Iteration 40F: 3 clusters Score -5515184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5515187.500000 Penalty: 5124.034180
	Iteration 41Q: 3 clusters Score -5515188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5515189.000000 Penalty: 5124.034180
	Iteration 42Q: 3 clusters Score -5515189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5515190.000000 Penalty: 5124.034180
	Iteration 43Q: 3 clusters Score -5515190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5515188.000000 Penalty: 5124.034180
	Iteration 44Q: 3 clusters Score -5515188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5515187.000000 Penalty: 5124.034180
	Iteration 45Q: 3 clusters Score -5515187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5515196.000000 Penalty: 5124.034180
	Iteration 46Q: 3 clusters Score -5515196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -5515192.000000 Penalty: 5124.034180
	Iteration 47Q: 3 clusters Score -5515192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -5515192.000000 Penalty: 5124.034180
	Iteration 48Q: 3 clusters Score -5515192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -5515188.500000 Penalty: 5124.034180
	Iteration 49Q: 3 clusters Score -5515188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5515189.500000 Penalty: 5124.034180
	Iteration 50Q: 3 clusters Score -5515190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5515190.000000 Penalty: 5124.034180
	Iteration 51Q: 3 clusters Score -5515190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -5515185.000000 Penalty: 5124.034180
	Iteration 52Q: 3 clusters Score -5515185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -5515184.000000 Penalty: 5124.034180
	Iteration 53Q: 3 clusters Score -5515184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -5515184.000000 Penalty: 5124.034180
	Iteration 54Q: 3 clusters Score -5515184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5515186.000000 Penalty: 5124.034180
	Iteration 55Q: 3 clusters Score -5515186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5515187.000000 Penalty: 5124.034180
	Iteration 56Q: 3 clusters Score -5515187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5515188.500000 Penalty: 5124.034180
	Iteration 57Q: 3 clusters Score -5515188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5515194.000000 Penalty: 5124.034180
	Iteration 58Q: 3 clusters Score -5515194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5515192.500000 Penalty: 5124.034180
	Iteration 59Q: 3 clusters Score -5515192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5515189.500000 Penalty: 5124.034180
	Iteration 60F: 3 clusters Score -5515190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5515191.000000 Penalty: 5124.034180
	Iteration 61Q: 3 clusters Score -5515191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5515191.000000 Penalty: 5124.034180
	Iteration 62Q: 3 clusters Score -5515191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -5515192.000000 Penalty: 5124.034180
	Iteration 63Q: 3 clusters Score -5515192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -5515200.000000 Penalty: 5124.034180
	Iteration 64Q: 3 clusters Score -5515200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5515196.500000 Penalty: 5124.034180
	Iteration 65Q: 3 clusters Score -5515196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5515193.000000 Penalty: 5124.034180
	Iteration 66Q: 3 clusters Score -5515193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -5515196.000000 Penalty: 5124.034180
	Iteration 67Q: 3 clusters Score -5515196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5515194.000000 Penalty: 5124.034180
	Iteration 68Q: 3 clusters Score -5515194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5515194.000000 Penalty: 5124.034180
	Iteration 69F: 3 clusters Score -5515194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -536778.937500 Penalty: 1998.857178
	Iteration 0F: 2 clusters Score -536778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -533373.312500 Penalty: 3997.714355
	Iteration 0F: 3 clusters Score -533373.3 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -534089.687500 Penalty: 3997.714355
	Iteration 1F: 3 clusters Score -534089.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -534361.000000 Penalty: 3997.714355
	Iteration 2F: 3 clusters Score -534361 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -534578.437500 Penalty: 3997.714355
	Iteration 3F: 3 clusters Score -534578.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -534792.625000 Penalty: 3997.714355
	Iteration 4F: 3 clusters Score -534792.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -534999.000000 Penalty: 3997.714355
	Iteration 5F: 3 clusters Score -534999 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -535186.312500 Penalty: 3997.714355
	Iteration 6Q: 3 clusters Score -535186.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -535393.250000 Penalty: 3997.714355
	Iteration 7Q: 3 clusters Score -535393.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -535519.437500 Penalty: 3997.714355
	Iteration 8Q: 3 clusters Score -535519.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -535614.687500 Penalty: 3997.714355
	Iteration 9Q: 3 clusters Score -535614.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -535709.812500 Penalty: 3997.714355
	Iteration 10Q: 3 clusters Score -535709.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -535786.875000 Penalty: 3997.714355
	Iteration 11Q: 3 clusters Score -535786.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -535852.812500 Penalty: 3997.714355
	Iteration 12Q: 3 clusters Score -535852.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -535921.875000 Penalty: 3997.714355
	Iteration 13Q: 3 clusters Score -535921.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -536017.125000 Penalty: 3997.714355
	Iteration 14Q: 3 clusters Score -536017.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -536084.875000 Penalty: 3997.714355
	Iteration 15Q: 3 clusters Score -536084.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -536150.187500 Penalty: 3997.714355
	Iteration 16Q: 3 clusters Score -536150.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -536205.062500 Penalty: 3997.714355
	Iteration 17Q: 3 clusters Score -536205.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -536272.187500 Penalty: 3997.714355
	Iteration 18Q: 3 clusters Score -536272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -536325.437500 Penalty: 3997.714355
	Iteration 19Q: 3 clusters Score -536325.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -536373.687500 Penalty: 3997.714355
	Iteration 20F: 3 clusters Score -536373.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -536411.250000 Penalty: 3997.714355
	Iteration 21Q: 3 clusters Score -536411.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -536450.250000 Penalty: 3997.714355
	Iteration 22Q: 3 clusters Score -536450.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -536493.062500 Penalty: 3997.714355
	Iteration 23Q: 3 clusters Score -536493.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -536567.125000 Penalty: 3997.714355
	Iteration 24Q: 3 clusters Score -536567.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -536645.937500 Penalty: 3997.714355
	Iteration 25Q: 3 clusters Score -536645.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -536694.187500 Penalty: 3997.714355
	Iteration 26Q: 3 clusters Score -536694.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -536717.500000 Penalty: 3997.714355
	Iteration 27Q: 3 clusters Score -536717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -536725.187500 Penalty: 3997.714355
	Iteration 28Q: 3 clusters Score -536725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -536727.375000 Penalty: 3997.714355
	Iteration 29Q: 3 clusters Score -536727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -536725.750000 Penalty: 3997.714355
	Iteration 30Q: 3 clusters Score -536725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -536727.312500 Penalty: 3997.714355
	Iteration 31Q: 3 clusters Score -536727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -536727.625000 Penalty: 3997.714355
	Iteration 32Q: 3 clusters Score -536727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -536727.625000 Penalty: 3997.714355
	Iteration 33F: 3 clusters Score -536727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85550.414062 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85550.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85770.578125 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85770.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85858.625000 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -85858.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85917.312500 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -85917.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86008.734375 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86008.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86150.703125 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86207.781250 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86207.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86280.062500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86280.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86366.414062 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86366.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86458.609375 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86458.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86481.875000 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86481.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86493.257812 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86493.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86498.750000 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86498.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86502.195312 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -86502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86504.921875 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -86504.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86504.921875 Penalty: 3129.719482
	Iteration 15F: 3 clusters Score -86504.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -266982.781250 Penalty: 1838.365479
	Iteration 0F: 2 clusters Score -266982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -264584.218750 Penalty: 3676.730957
	Iteration 0F: 3 clusters Score -264584.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -264981.781250 Penalty: 3676.730957
	Iteration 1F: 3 clusters Score -264981.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -265103.062500 Penalty: 3676.730957
	Iteration 2F: 3 clusters Score -265103.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -265174.468750 Penalty: 3676.730957
	Iteration 3Q: 3 clusters Score -265174.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -265219.937500 Penalty: 3676.730957
	Iteration 4Q: 3 clusters Score -265219.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -265253.375000 Penalty: 3676.730957
	Iteration 5Q: 3 clusters Score -265253.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265279.281250 Penalty: 3676.730957
	Iteration 6Q: 3 clusters Score -265279.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -265301.718750 Penalty: 3676.730957
	Iteration 7Q: 3 clusters Score -265301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -265315.968750 Penalty: 3676.730957
	Iteration 8Q: 3 clusters Score -265316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -265331.781250 Penalty: 3676.730957
	Iteration 9Q: 3 clusters Score -265331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -265344.781250 Penalty: 3676.730957
	Iteration 10Q: 3 clusters Score -265344.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -265361.812500 Penalty: 3676.730957
	Iteration 11Q: 3 clusters Score -265361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -265381.718750 Penalty: 3676.730957
	Iteration 12Q: 3 clusters Score -265381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -265410.625000 Penalty: 3676.730957
	Iteration 13Q: 3 clusters Score -265410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -265456.531250 Penalty: 3676.730957
	Iteration 14Q: 3 clusters Score -265456.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -265510.218750 Penalty: 3676.730957
	Iteration 15Q: 3 clusters Score -265510.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -265546.187500 Penalty: 3676.730957
	Iteration 16Q: 3 clusters Score -265546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -265567.531250 Penalty: 3676.730957
	Iteration 17Q: 3 clusters Score -265567.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -265591.562500 Penalty: 3676.730957
	Iteration 18Q: 3 clusters Score -265591.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -265617.687500 Penalty: 3676.730957
	Iteration 19Q: 3 clusters Score -265617.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -265648.656250 Penalty: 3676.730957
	Iteration 20F: 3 clusters Score -265648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -265664.656250 Penalty: 3676.730957
	Iteration 21Q: 3 clusters Score -265664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -265683.218750 Penalty: 3676.730957
	Iteration 22Q: 3 clusters Score -265683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -265697.343750 Penalty: 3676.730957
	Iteration 23Q: 3 clusters Score -265697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -265710.812500 Penalty: 3676.730957
	Iteration 24Q: 3 clusters Score -265710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -265720.000000 Penalty: 3676.730957
	Iteration 25Q: 3 clusters Score -265720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -265726.843750 Penalty: 3676.730957
	Iteration 26Q: 3 clusters Score -265726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -265736.281250 Penalty: 3676.730957
	Iteration 27Q: 3 clusters Score -265736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -265741.437500 Penalty: 3676.730957
	Iteration 28Q: 3 clusters Score -265741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -265751.218750 Penalty: 3676.730957
	Iteration 29Q: 3 clusters Score -265751.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -265763.531250 Penalty: 3676.730957
	Iteration 30Q: 3 clusters Score -265763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -265777.500000 Penalty: 3676.730957
	Iteration 31Q: 3 clusters Score -265777.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -265788.750000 Penalty: 3676.730957
	Iteration 32Q: 3 clusters Score -265788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -265794.000000 Penalty: 3676.730957
	Iteration 33Q: 3 clusters Score -265794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -265794.937500 Penalty: 3676.730957
	Iteration 34Q: 3 clusters Score -265794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -265796.312500 Penalty: 3676.730957
	Iteration 35Q: 3 clusters Score -265796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -265801.093750 Penalty: 3676.730957
	Iteration 36Q: 3 clusters Score -265801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -265807.437500 Penalty: 3676.730957
	Iteration 37Q: 3 clusters Score -265807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -265815.656250 Penalty: 3676.730957
	Iteration 38Q: 3 clusters Score -265815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -265826.406250 Penalty: 3676.730957
	Iteration 39Q: 3 clusters Score -265826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -265834.406250 Penalty: 3676.730957
	Iteration 40F: 3 clusters Score -265834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -265840.906250 Penalty: 3676.730957
	Iteration 41Q: 3 clusters Score -265840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -265853.250000 Penalty: 3676.730957
	Iteration 42Q: 3 clusters Score -265853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -265872.406250 Penalty: 3676.730957
	Iteration 43Q: 3 clusters Score -265872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -265894.593750 Penalty: 3676.730957
	Iteration 44Q: 3 clusters Score -265894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -265911.250000 Penalty: 3676.730957
	Iteration 45Q: 3 clusters Score -265911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -265931.218750 Penalty: 3676.730957
	Iteration 46Q: 3 clusters Score -265931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -265958.062500 Penalty: 3676.730957
	Iteration 47Q: 3 clusters Score -265958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -266011.906250 Penalty: 3676.730957
	Iteration 48Q: 3 clusters Score -266011.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -266061.687500 Penalty: 3676.730957
	Iteration 49Q: 3 clusters Score -266061.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -266115.656250 Penalty: 3676.730957
	Iteration 50Q: 3 clusters Score -266115.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -266175.343750 Penalty: 3676.730957
	Iteration 51Q: 3 clusters Score -266175.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -266242.062500 Penalty: 3676.730957
	Iteration 52Q: 3 clusters Score -266242.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -266315.531250 Penalty: 3676.730957
	Iteration 53Q: 3 clusters Score -266315.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -266406.437500 Penalty: 3676.730957
	Iteration 54Q: 3 clusters Score -266406.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -266516.500000 Penalty: 3676.730957
	Iteration 55Q: 3 clusters Score -266516.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -266646.750000 Penalty: 3676.730957
	Iteration 56Q: 3 clusters Score -266646.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -266847.312500 Penalty: 3676.730957
	Iteration 57Q: 3 clusters Score -266847.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -267094.312500 Penalty: 3676.730957
	Iteration 58Q: 3 clusters Score -267094.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -267339.593750 Penalty: 3676.730957
	Iteration 59Q: 3 clusters Score -267339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -267616.031250 Penalty: 3676.730957
	Iteration 60F: 3 clusters Score -267616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -267747.656250 Penalty: 3676.730957
	Iteration 61Q: 3 clusters Score -267747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -267774.906250 Penalty: 3676.730957
	Iteration 62Q: 3 clusters Score -267774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -267780.781250 Penalty: 3676.730957
	Iteration 63Q: 3 clusters Score -267780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -267780.781250 Penalty: 3676.730957
	Iteration 64F: 3 clusters Score -267780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 399 members 
Entering Unmasked Estep 
Score: -117269976.000000 Penalty: 196633.375000
Splitting cluster 28 changes total score from -117270424.000000 to -117269976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -27577.500000 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -27577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26570.007812 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -26570.01 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26990.939453 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -26990.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27153.619141 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -27153.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27368.470703 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -27368.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27426.443359 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -27426.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27442.669922 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -27442.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27455.390625 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -27455.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27482.572266 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -27482.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27496.640625 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -27496.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27510.941406 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -27510.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27510.941406 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -27510.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -338467.375000 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -338467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -335883.593750 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -335883.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -336819.750000 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -336819.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -337190.843750 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -337190.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -337381.562500 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -337381.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -337490.812500 Penalty: 3804.995117
	Iteration 4Q: 3 clusters Score -337490.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -337540.250000 Penalty: 3804.995117
	Iteration 5Q: 3 clusters Score -337540.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -337571.062500 Penalty: 3804.995117
	Iteration 6Q: 3 clusters Score -337571.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -337594.593750 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -337594.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -337607.156250 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -337607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -337616.062500 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -337616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -337628.906250 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -337628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -337635.781250 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -337635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -337640.093750 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -337640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -337643.281250 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -337643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -337649.781250 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -337649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -337654.375000 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -337654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -337655.875000 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -337655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -337656.968750 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -337657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -337657.093750 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -337657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -337657.093750 Penalty: 3804.995117
	Iteration 19F: 3 clusters Score -337657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1746333.250000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1746333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1738585.125000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1738585 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1740808.125000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1740808 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1741127.625000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1741128 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1741325.500000 Penalty: 4572.231934
	Iteration 3Q: 3 clusters Score -1741326 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1741502.000000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1741502 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1741649.500000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1741650 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1741767.000000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1741767 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1741889.125000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1741889 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1742022.625000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1742023 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1742126.875000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1742127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1742227.750000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1742228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1742327.750000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1742328 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1742413.750000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1742414 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1742493.375000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1742493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1742574.875000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1742575 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1742643.750000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1742644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1742701.750000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1742702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1742758.500000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1742758 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1742804.125000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1742804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1742844.250000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1742844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1742880.625000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1742881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1742914.625000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1742915 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1742951.375000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1742951 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1742988.250000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1742988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1743020.750000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1743021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1743036.625000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1743037 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1743066.000000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1743066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1743094.750000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1743095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1743120.375000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1743120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1743151.000000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1743151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1743186.625000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1743187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1743233.500000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1743234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1743278.625000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1743279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1743325.500000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1743326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1743365.375000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1743365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1743423.125000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1743423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1743477.750000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1743478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1743538.375000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1743538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1743592.500000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1743592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1743664.750000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1743665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1743745.125000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1743745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1743807.250000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1743807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1743858.750000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1743859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1743897.500000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1743898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1743935.000000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1743935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1743972.625000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1743973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1744005.000000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1744005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1744037.875000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1744038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1744066.875000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1744067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1744105.625000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1744106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1744146.250000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1744146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1744187.250000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1744187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1744227.000000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1744227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1744259.000000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1744259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1744279.250000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1744279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1744285.250000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1744285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1744297.500000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1744298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1744307.375000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1744307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1744312.750000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1744313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1744318.625000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1744319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1744323.375000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1744323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1744331.500000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1744332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1744339.500000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1744340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1744341.875000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1744342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1744341.250000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1744341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1744338.500000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1744338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1744340.125000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1744340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1744340.250000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1744340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1744339.875000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1744340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1744340.500000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1744340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1744341.375000 Penalty: 4572.231934
	Iteration 70Q: 3 clusters Score -1744341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1744347.375000 Penalty: 4572.231934
	Iteration 71Q: 3 clusters Score -1744347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1744349.500000 Penalty: 4572.231934
	Iteration 72Q: 3 clusters Score -1744350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1744350.000000 Penalty: 4572.231934
	Iteration 73Q: 3 clusters Score -1744350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1744354.375000 Penalty: 4572.231934
	Iteration 74Q: 3 clusters Score -1744354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1744355.625000 Penalty: 4572.231934
	Iteration 75Q: 3 clusters Score -1744356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1744360.375000 Penalty: 4572.231934
	Iteration 76Q: 3 clusters Score -1744360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1744357.625000 Penalty: 4572.231934
	Iteration 77Q: 3 clusters Score -1744358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1744360.000000 Penalty: 4572.231934
	Iteration 78Q: 3 clusters Score -1744360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1744357.500000 Penalty: 4572.231934
	Iteration 79Q: 3 clusters Score -1744358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1744358.125000 Penalty: 4572.231934
	Iteration 80F: 3 clusters Score -1744358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1744357.000000 Penalty: 4572.231934
	Iteration 81Q: 3 clusters Score -1744357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1744359.000000 Penalty: 4572.231934
	Iteration 82Q: 3 clusters Score -1744359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1744361.375000 Penalty: 4572.231934
	Iteration 83Q: 3 clusters Score -1744361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1744365.250000 Penalty: 4572.231934
	Iteration 84Q: 3 clusters Score -1744365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1744367.250000 Penalty: 4572.231934
	Iteration 85Q: 3 clusters Score -1744367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1744369.375000 Penalty: 4572.231934
	Iteration 86Q: 3 clusters Score -1744369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1744369.375000 Penalty: 4572.231934
	Iteration 87F: 3 clusters Score -1744369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -673414.000000 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -673414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -669507.187500 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -669507.2 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -670609.312500 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -670609.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -671139.375000 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -671139.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -671526.375000 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -671526.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -671785.875000 Penalty: 4121.843750
	Iteration 4F: 3 clusters Score -671785.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -671945.000000 Penalty: 4121.843750
	Iteration 5F: 3 clusters Score -671945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -672022.062500 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -672022.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -672075.437500 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -672075.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -672113.062500 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -672113.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672139.187500 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -672139.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -672153.500000 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -672153.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -672164.937500 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -672164.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -672174.875000 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -672174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -672179.125000 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -672179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -672183.375000 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -672183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -672188.062500 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -672188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -672190.000000 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -672190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -672191.187500 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -672191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -672193.062500 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -672193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -672194.062500 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -672194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -672193.875000 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -672193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -672194.625000 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -672194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -672194.312500 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -672194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -672194.312500 Penalty: 4121.843750
	Iteration 23F: 3 clusters Score -672194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -654276.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -654276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -650569.062500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -650569.1 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -651351.687500 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -651351.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -651548.750000 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -651548.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -651712.375000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -651712.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -651850.250000 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -651850.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -652010.875000 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -652010.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -652214.125000 Penalty: 4078.386475
	Iteration 6F: 3 clusters Score -652214.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -652444.375000 Penalty: 4078.386475
	Iteration 7F: 3 clusters Score -652444.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -652708.812500 Penalty: 4078.386475
	Iteration 8F: 3 clusters Score -652708.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -652945.687500 Penalty: 4078.386475
	Iteration 9F: 3 clusters Score -652945.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -653119.937500 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -653119.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -653216.937500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -653216.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -653279.125000 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -653279.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -653340.312500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -653340.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -653390.437500 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -653390.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -653431.875000 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -653431.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -653466.437500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -653466.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -653491.625000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -653491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -653505.812500 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -653505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -653520.750000 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -653520.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -653535.500000 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -653535.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -653547.000000 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -653547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -653562.312500 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -653562.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -653581.500000 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -653581.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -653599.625000 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -653599.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -653615.062500 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -653615.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -653625.812500 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -653625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -653641.187500 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -653641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653649.562500 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -653649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -653651.625000 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -653651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -653651.625000 Penalty: 4078.386475
	Iteration 30F: 3 clusters Score -653651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -1402854.500000 Penalty: 2230.585693
	Iteration 0F: 2 clusters Score -1402854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1396398.625000 Penalty: 4461.171387
	Iteration 0F: 3 clusters Score -1396399 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1398345.375000 Penalty: 4461.171387
	Iteration 1F: 3 clusters Score -1398345 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1398876.625000 Penalty: 4461.171387
	Iteration 2F: 3 clusters Score -1398877 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1399362.000000 Penalty: 4461.171387
	Iteration 3F: 3 clusters Score -1399362 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1399813.000000 Penalty: 4461.171387
	Iteration 4F: 3 clusters Score -1399813 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1400180.500000 Penalty: 4461.171387
	Iteration 5F: 3 clusters Score -1400180 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1400405.375000 Penalty: 4461.171387
	Iteration 6Q: 3 clusters Score -1400405 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1400559.500000 Penalty: 4461.171387
	Iteration 7Q: 3 clusters Score -1400560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1400666.875000 Penalty: 4461.171387
	Iteration 8Q: 3 clusters Score -1400667 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1400754.750000 Penalty: 4461.171387
	Iteration 9Q: 3 clusters Score -1400755 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1400826.250000 Penalty: 4461.171387
	Iteration 10Q: 3 clusters Score -1400826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1400880.625000 Penalty: 4461.171387
	Iteration 11Q: 3 clusters Score -1400881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1400930.875000 Penalty: 4461.171387
	Iteration 12Q: 3 clusters Score -1400931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1400989.875000 Penalty: 4461.171387
	Iteration 13Q: 3 clusters Score -1400990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1401029.250000 Penalty: 4461.171387
	Iteration 14Q: 3 clusters Score -1401029 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1401081.250000 Penalty: 4461.171387
	Iteration 15Q: 3 clusters Score -1401081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1401133.500000 Penalty: 4461.171387
	Iteration 16Q: 3 clusters Score -1401134 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1401187.000000 Penalty: 4461.171387
	Iteration 17Q: 3 clusters Score -1401187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1401238.875000 Penalty: 4461.171387
	Iteration 18Q: 3 clusters Score -1401239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1401307.875000 Penalty: 4461.171387
	Iteration 19Q: 3 clusters Score -1401308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1401370.500000 Penalty: 4461.171387
	Iteration 20F: 3 clusters Score -1401370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1401411.750000 Penalty: 4461.171387
	Iteration 21Q: 3 clusters Score -1401412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1401448.375000 Penalty: 4461.171387
	Iteration 22Q: 3 clusters Score -1401448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1401489.750000 Penalty: 4461.171387
	Iteration 23Q: 3 clusters Score -1401490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1401534.375000 Penalty: 4461.171387
	Iteration 24Q: 3 clusters Score -1401534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1401584.250000 Penalty: 4461.171387
	Iteration 25Q: 3 clusters Score -1401584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1401654.000000 Penalty: 4461.171387
	Iteration 26Q: 3 clusters Score -1401654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1401733.375000 Penalty: 4461.171387
	Iteration 27Q: 3 clusters Score -1401733 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1401826.875000 Penalty: 4461.171387
	Iteration 28Q: 3 clusters Score -1401827 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1401933.875000 Penalty: 4461.171387
	Iteration 29Q: 3 clusters Score -1401934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1402051.625000 Penalty: 4461.171387
	Iteration 30Q: 3 clusters Score -1402052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1402147.375000 Penalty: 4461.171387
	Iteration 31Q: 3 clusters Score -1402147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1402207.375000 Penalty: 4461.171387
	Iteration 32Q: 3 clusters Score -1402207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1402233.250000 Penalty: 4461.171387
	Iteration 33Q: 3 clusters Score -1402233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1402239.125000 Penalty: 4461.171387
	Iteration 34Q: 3 clusters Score -1402239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1402246.250000 Penalty: 4461.171387
	Iteration 35Q: 3 clusters Score -1402246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1402245.625000 Penalty: 4461.171387
	Iteration 36Q: 3 clusters Score -1402246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1402245.375000 Penalty: 4461.171387
	Iteration 37Q: 3 clusters Score -1402245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1402248.000000 Penalty: 4461.171387
	Iteration 38Q: 3 clusters Score -1402248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1402248.000000 Penalty: 4461.171387
	Iteration 39F: 3 clusters Score -1402248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Entering Unmasked Estep 
Score: -2616290.250000 Penalty: 2392.883789
	Iteration 0F: 2 clusters Score -2616290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2605162.500000 Penalty: 4785.767578
	Iteration 0F: 3 clusters Score -2605162 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2608907.750000 Penalty: 4785.767578
	Iteration 1F: 3 clusters Score -2608908 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2609679.000000 Penalty: 4785.767578
	Iteration 2F: 3 clusters Score -2609679 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2610458.500000 Penalty: 4785.767578
	Iteration 3F: 3 clusters Score -2610458 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2611040.500000 Penalty: 4785.767578
	Iteration 4F: 3 clusters Score -2611040 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2611451.750000 Penalty: 4785.767578
	Iteration 5F: 3 clusters Score -2611452 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2611764.750000 Penalty: 4785.767578
	Iteration 6Q: 3 clusters Score -2611765 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2611985.000000 Penalty: 4785.767578
	Iteration 7Q: 3 clusters Score -2611985 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2612182.500000 Penalty: 4785.767578
	Iteration 8Q: 3 clusters Score -2612182 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2612315.000000 Penalty: 4785.767578
	Iteration 9Q: 3 clusters Score -2612315 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2612426.750000 Penalty: 4785.767578
	Iteration 10Q: 3 clusters Score -2612427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2612520.000000 Penalty: 4785.767578
	Iteration 11Q: 3 clusters Score -2612520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2612600.750000 Penalty: 4785.767578
	Iteration 12Q: 3 clusters Score -2612601 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2612678.250000 Penalty: 4785.767578
	Iteration 13Q: 3 clusters Score -2612678 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2612769.250000 Penalty: 4785.767578
	Iteration 14Q: 3 clusters Score -2612769 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2612868.500000 Penalty: 4785.767578
	Iteration 15Q: 3 clusters Score -2612868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2612994.750000 Penalty: 4785.767578
	Iteration 16Q: 3 clusters Score -2612995 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2613102.000000 Penalty: 4785.767578
	Iteration 17Q: 3 clusters Score -2613102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2613209.500000 Penalty: 4785.767578
	Iteration 18Q: 3 clusters Score -2613210 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2613320.000000 Penalty: 4785.767578
	Iteration 19Q: 3 clusters Score -2613320 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2613441.000000 Penalty: 4785.767578
	Iteration 20F: 3 clusters Score -2613441 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2613564.250000 Penalty: 4785.767578
	Iteration 21Q: 3 clusters Score -2613564 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2613644.750000 Penalty: 4785.767578
	Iteration 22Q: 3 clusters Score -2613645 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2613715.000000 Penalty: 4785.767578
	Iteration 23Q: 3 clusters Score -2613715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2613778.250000 Penalty: 4785.767578
	Iteration 24Q: 3 clusters Score -2613778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2613825.750000 Penalty: 4785.767578
	Iteration 25Q: 3 clusters Score -2613826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2613894.250000 Penalty: 4785.767578
	Iteration 26Q: 3 clusters Score -2613894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2613963.750000 Penalty: 4785.767578
	Iteration 27Q: 3 clusters Score -2613964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2614016.500000 Penalty: 4785.767578
	Iteration 28Q: 3 clusters Score -2614016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2614070.500000 Penalty: 4785.767578
	Iteration 29Q: 3 clusters Score -2614070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2614105.750000 Penalty: 4785.767578
	Iteration 30Q: 3 clusters Score -2614106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2614150.750000 Penalty: 4785.767578
	Iteration 31Q: 3 clusters Score -2614151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2614187.000000 Penalty: 4785.767578
	Iteration 32Q: 3 clusters Score -2614187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2614234.250000 Penalty: 4785.767578
	Iteration 33Q: 3 clusters Score -2614234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2614270.000000 Penalty: 4785.767578
	Iteration 34Q: 3 clusters Score -2614270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2614294.500000 Penalty: 4785.767578
	Iteration 35Q: 3 clusters Score -2614294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2614311.000000 Penalty: 4785.767578
	Iteration 36Q: 3 clusters Score -2614311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2614333.750000 Penalty: 4785.767578
	Iteration 37Q: 3 clusters Score -2614334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2614346.750000 Penalty: 4785.767578
	Iteration 38Q: 3 clusters Score -2614347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2614359.250000 Penalty: 4785.767578
	Iteration 39Q: 3 clusters Score -2614359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2614381.250000 Penalty: 4785.767578
	Iteration 40F: 3 clusters Score -2614381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2614386.500000 Penalty: 4785.767578
	Iteration 41Q: 3 clusters Score -2614386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2614399.500000 Penalty: 4785.767578
	Iteration 42Q: 3 clusters Score -2614400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2614406.500000 Penalty: 4785.767578
	Iteration 43Q: 3 clusters Score -2614406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2614418.000000 Penalty: 4785.767578
	Iteration 44Q: 3 clusters Score -2614418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2614414.250000 Penalty: 4785.767578
	Iteration 45Q: 3 clusters Score -2614414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2614416.750000 Penalty: 4785.767578
	Iteration 46Q: 3 clusters Score -2614417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2614421.000000 Penalty: 4785.767578
	Iteration 47Q: 3 clusters Score -2614421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2614425.500000 Penalty: 4785.767578
	Iteration 48Q: 3 clusters Score -2614426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2614421.250000 Penalty: 4785.767578
	Iteration 49Q: 3 clusters Score -2614421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2614423.000000 Penalty: 4785.767578
	Iteration 50Q: 3 clusters Score -2614423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2614430.750000 Penalty: 4785.767578
	Iteration 51Q: 3 clusters Score -2614431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2614428.500000 Penalty: 4785.767578
	Iteration 52Q: 3 clusters Score -2614428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2614428.250000 Penalty: 4785.767578
	Iteration 53Q: 3 clusters Score -2614428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2614428.250000 Penalty: 4785.767578
	Iteration 54F: 3 clusters Score -2614428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 430 members 
Entering Unmasked Estep 
Score: -131364.421875 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131364.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131742.390625 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131742.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132066.406250 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132066.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132366.765625 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132366.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132634.093750 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -132634.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132898.593750 Penalty: 3346.220459
	Iteration 5F: 3 clusters Score -132898.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133147.515625 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -133147.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133232.343750 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -133232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133252.796875 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -133252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133291.281250 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133297.609375 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133302.234375 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133309.312500 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133320.109375 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133332.109375 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -133342.156250 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -133342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133349.609375 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133353.781250 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -133353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133355.921875 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -133355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133355.921875 Penalty: 3346.220459
	Iteration 19F: 3 clusters Score -133355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 362 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 489 members 
Entering Unmasked Estep 
Score: -117269248.000000 Penalty: 196633.375000
Splitting cluster 36 changes total score from -117270424.000000 to -117269248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -1249578.875000 Penalty: 2200.168213
	Iteration 0F: 2 clusters Score -1249579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1243791.250000 Penalty: 4400.336426
	Iteration 0F: 3 clusters Score -1243791 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1245534.875000 Penalty: 4400.336426
	Iteration 1F: 3 clusters Score -1245535 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1246024.000000 Penalty: 4400.336426
	Iteration 2F: 3 clusters Score -1246024 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1246571.250000 Penalty: 4400.336426
	Iteration 3F: 3 clusters Score -1246571 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1247136.000000 Penalty: 4400.336426
	Iteration 4F: 3 clusters Score -1247136 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1247615.875000 Penalty: 4400.336426
	Iteration 5F: 3 clusters Score -1247616 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1248012.375000 Penalty: 4400.336426
	Iteration 6F: 3 clusters Score -1248012 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1248290.250000 Penalty: 4400.336426
	Iteration 7Q: 3 clusters Score -1248290 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1248480.750000 Penalty: 4400.336426
	Iteration 8Q: 3 clusters Score -1248481 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1248579.000000 Penalty: 4400.336426
	Iteration 9Q: 3 clusters Score -1248579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1248640.625000 Penalty: 4400.336426
	Iteration 10Q: 3 clusters Score -1248641 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1248675.375000 Penalty: 4400.336426
	Iteration 11Q: 3 clusters Score -1248675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1248693.750000 Penalty: 4400.336426
	Iteration 12Q: 3 clusters Score -1248694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1248700.125000 Penalty: 4400.336426
	Iteration 13Q: 3 clusters Score -1248700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1248708.250000 Penalty: 4400.336426
	Iteration 14Q: 3 clusters Score -1248708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1248708.875000 Penalty: 4400.336426
	Iteration 15Q: 3 clusters Score -1248709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1248714.250000 Penalty: 4400.336426
	Iteration 16Q: 3 clusters Score -1248714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1248716.125000 Penalty: 4400.336426
	Iteration 17Q: 3 clusters Score -1248716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1248715.375000 Penalty: 4400.336426
	Iteration 18Q: 3 clusters Score -1248715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1248720.750000 Penalty: 4400.336426
	Iteration 19Q: 3 clusters Score -1248721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1248720.125000 Penalty: 4400.336426
	Iteration 20F: 3 clusters Score -1248720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1248720.125000 Penalty: 4400.336426
	Iteration 21Q: 3 clusters Score -1248720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1248724.500000 Penalty: 4400.336426
	Iteration 22Q: 3 clusters Score -1248724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1248723.000000 Penalty: 4400.336426
	Iteration 23Q: 3 clusters Score -1248723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1248727.000000 Penalty: 4400.336426
	Iteration 24Q: 3 clusters Score -1248727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1248727.000000 Penalty: 4400.336426
	Iteration 25Q: 3 clusters Score -1248727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1248729.250000 Penalty: 4400.336426
	Iteration 26Q: 3 clusters Score -1248729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1248731.000000 Penalty: 4400.336426
	Iteration 27Q: 3 clusters Score -1248731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1248729.875000 Penalty: 4400.336426
	Iteration 28Q: 3 clusters Score -1248730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1248730.750000 Penalty: 4400.336426
	Iteration 29Q: 3 clusters Score -1248731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1248732.250000 Penalty: 4400.336426
	Iteration 30Q: 3 clusters Score -1248732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1248734.625000 Penalty: 4400.336426
	Iteration 31Q: 3 clusters Score -1248735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1248734.125000 Penalty: 4400.336426
	Iteration 32Q: 3 clusters Score -1248734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1248732.875000 Penalty: 4400.336426
	Iteration 33Q: 3 clusters Score -1248733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1248733.375000 Penalty: 4400.336426
	Iteration 34Q: 3 clusters Score -1248733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1248733.000000 Penalty: 4400.336426
	Iteration 35Q: 3 clusters Score -1248733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1248733.000000 Penalty: 4400.336426
	Iteration 36F: 3 clusters Score -1248733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Entering Unmasked Estep 
Score: -6057721.500000 Penalty: 2587.565674
	Iteration 0F: 2 clusters Score -6057722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -6034494.000000 Penalty: 5175.131348
	Iteration 0F: 3 clusters Score -6034494 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -6042953.000000 Penalty: 5175.131348
	Iteration 1F: 3 clusters Score -6042953 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -6043522.000000 Penalty: 5175.131348
	Iteration 2F: 3 clusters Score -6043522 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -6044094.000000 Penalty: 5175.131348
	Iteration 3Q: 3 clusters Score -6044094 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6044626.500000 Penalty: 5175.131348
	Iteration 4Q: 3 clusters Score -6044626 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -6045186.000000 Penalty: 5175.131348
	Iteration 5Q: 3 clusters Score -6045186 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -6045904.000000 Penalty: 5175.131348
	Iteration 6Q: 3 clusters Score -6045904 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -6046701.500000 Penalty: 5175.131348
	Iteration 7Q: 3 clusters Score -6046702 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -6047673.500000 Penalty: 5175.131348
	Iteration 8F: 3 clusters Score -6047674 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6048776.000000 Penalty: 5175.131348
	Iteration 9F: 3 clusters Score -6048776 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -6049977.500000 Penalty: 5175.131348
	Iteration 10F: 3 clusters Score -6049978 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6051051.500000 Penalty: 5175.131348
	Iteration 11Q: 3 clusters Score -6051052 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6051999.500000 Penalty: 5175.131348
	Iteration 12Q: 3 clusters Score -6052000 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6052679.000000 Penalty: 5175.131348
	Iteration 13Q: 3 clusters Score -6052679 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -6053118.500000 Penalty: 5175.131348
	Iteration 14Q: 3 clusters Score -6053118 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6053502.000000 Penalty: 5175.131348
	Iteration 15Q: 3 clusters Score -6053502 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6053759.000000 Penalty: 5175.131348
	Iteration 16Q: 3 clusters Score -6053759 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6053983.500000 Penalty: 5175.131348
	Iteration 17Q: 3 clusters Score -6053984 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -6054181.500000 Penalty: 5175.131348
	Iteration 18Q: 3 clusters Score -6054182 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -6054366.000000 Penalty: 5175.131348
	Iteration 19Q: 3 clusters Score -6054366 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6054540.500000 Penalty: 5175.131348
	Iteration 20F: 3 clusters Score -6054540 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6054654.000000 Penalty: 5175.131348
	Iteration 21Q: 3 clusters Score -6054654 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -6054760.000000 Penalty: 5175.131348
	Iteration 22Q: 3 clusters Score -6054760 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -6054837.500000 Penalty: 5175.131348
	Iteration 23Q: 3 clusters Score -6054838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6054938.000000 Penalty: 5175.131348
	Iteration 24Q: 3 clusters Score -6054938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -6055026.000000 Penalty: 5175.131348
	Iteration 25Q: 3 clusters Score -6055026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6055107.500000 Penalty: 5175.131348
	Iteration 26Q: 3 clusters Score -6055108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -6055137.000000 Penalty: 5175.131348
	Iteration 27Q: 3 clusters Score -6055137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -6055181.500000 Penalty: 5175.131348
	Iteration 28Q: 3 clusters Score -6055182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6055222.500000 Penalty: 5175.131348
	Iteration 29Q: 3 clusters Score -6055222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -6055241.500000 Penalty: 5175.131348
	Iteration 30Q: 3 clusters Score -6055242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -6055258.500000 Penalty: 5175.131348
	Iteration 31Q: 3 clusters Score -6055258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6055287.500000 Penalty: 5175.131348
	Iteration 32Q: 3 clusters Score -6055288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6055300.000000 Penalty: 5175.131348
	Iteration 33Q: 3 clusters Score -6055300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6055296.500000 Penalty: 5175.131348
	Iteration 34Q: 3 clusters Score -6055296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -6055296.500000 Penalty: 5175.131348
	Iteration 35Q: 3 clusters Score -6055296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -6055303.000000 Penalty: 5175.131348
	Iteration 36Q: 3 clusters Score -6055303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6055309.000000 Penalty: 5175.131348
	Iteration 37Q: 3 clusters Score -6055309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -6055313.000000 Penalty: 5175.131348
	Iteration 38Q: 3 clusters Score -6055313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6055327.000000 Penalty: 5175.131348
	Iteration 39Q: 3 clusters Score -6055327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -6055330.000000 Penalty: 5175.131348
	Iteration 40F: 3 clusters Score -6055330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -6055364.000000 Penalty: 5175.131348
	Iteration 41Q: 3 clusters Score -6055364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -6055354.500000 Penalty: 5175.131348
	Iteration 42Q: 3 clusters Score -6055354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6055363.000000 Penalty: 5175.131348
	Iteration 43Q: 3 clusters Score -6055363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6055356.000000 Penalty: 5175.131348
	Iteration 44Q: 3 clusters Score -6055356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -6055363.000000 Penalty: 5175.131348
	Iteration 45Q: 3 clusters Score -6055363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -6055364.000000 Penalty: 5175.131348
	Iteration 46Q: 3 clusters Score -6055364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -6055379.000000 Penalty: 5175.131348
	Iteration 47Q: 3 clusters Score -6055379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -6055385.500000 Penalty: 5175.131348
	Iteration 48Q: 3 clusters Score -6055386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6055379.000000 Penalty: 5175.131348
	Iteration 49Q: 3 clusters Score -6055379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6055390.000000 Penalty: 5175.131348
	Iteration 50Q: 3 clusters Score -6055390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -6055409.500000 Penalty: 5175.131348
	Iteration 51Q: 3 clusters Score -6055410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6055413.500000 Penalty: 5175.131348
	Iteration 52Q: 3 clusters Score -6055414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -6055416.000000 Penalty: 5175.131348
	Iteration 53Q: 3 clusters Score -6055416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -6055415.500000 Penalty: 5175.131348
	Iteration 54Q: 3 clusters Score -6055416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6055424.500000 Penalty: 5175.131348
	Iteration 55Q: 3 clusters Score -6055424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -6055438.500000 Penalty: 5175.131348
	Iteration 56Q: 3 clusters Score -6055438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -6055435.500000 Penalty: 5175.131348
	Iteration 57Q: 3 clusters Score -6055436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6055441.500000 Penalty: 5175.131348
	Iteration 58Q: 3 clusters Score -6055442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -6055438.500000 Penalty: 5175.131348
	Iteration 59Q: 3 clusters Score -6055438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -6055438.000000 Penalty: 5175.131348
	Iteration 60F: 3 clusters Score -6055438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -6055442.500000 Penalty: 5175.131348
	Iteration 61Q: 3 clusters Score -6055442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -6055449.000000 Penalty: 5175.131348
	Iteration 62Q: 3 clusters Score -6055449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -6055445.500000 Penalty: 5175.131348
	Iteration 63Q: 3 clusters Score -6055446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -6055445.500000 Penalty: 5175.131348
	Iteration 64F: 3 clusters Score -6055446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -543247.312500 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -543247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -539966.125000 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -539966.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -540680.562500 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -540680.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -540914.625000 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -540914.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -541078.187500 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -541078.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -541207.000000 Penalty: 3993.781250
	Iteration 4Q: 3 clusters Score -541207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -541343.812500 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -541343.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -541508.312500 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -541508.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -541731.125000 Penalty: 3993.781250
	Iteration 7F: 3 clusters Score -541731.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -541982.375000 Penalty: 3993.781250
	Iteration 8F: 3 clusters Score -541982.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -542197.187500 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -542197.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -542425.937500 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -542425.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -542572.875000 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -542572.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -542687.750000 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -542687.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -542781.687500 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -542781.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -542860.312500 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -542860.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -542925.125000 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -542925.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -542967.187500 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -542967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -542999.437500 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -542999.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -543011.875000 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -543011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -543016.812500 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -543016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -543019.562500 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -543019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -543019.875000 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -543019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543021.500000 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -543021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -543022.812500 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -543022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -543023.625000 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -543023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -543026.187500 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -543026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -543027.062500 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -543027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -543027.250000 Penalty: 3993.781250
	Iteration 27Q: 3 clusters Score -543027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -543028.937500 Penalty: 3993.781250
	Iteration 28Q: 3 clusters Score -543028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -543029.375000 Penalty: 3993.781250
	Iteration 29Q: 3 clusters Score -543029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -543030.000000 Penalty: 3993.781250
	Iteration 30Q: 3 clusters Score -543030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543031.937500 Penalty: 3993.781250
	Iteration 31Q: 3 clusters Score -543031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543032.812500 Penalty: 3993.781250
	Iteration 32Q: 3 clusters Score -543032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543032.812500 Penalty: 3993.781250
	Iteration 33F: 3 clusters Score -543032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Entering Unmasked Estep 
Score: -4001756.750000 Penalty: 2485.484375
	Iteration 0F: 2 clusters Score -4001757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3986181.000000 Penalty: 4970.968750
	Iteration 0F: 3 clusters Score -3986181 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3991456.500000 Penalty: 4970.968750
	Iteration 1F: 3 clusters Score -3991456 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3991868.500000 Penalty: 4970.968750
	Iteration 2F: 3 clusters Score -3991868 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3992242.500000 Penalty: 4970.968750
	Iteration 3Q: 3 clusters Score -3992242 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3992677.500000 Penalty: 4970.968750
	Iteration 4Q: 3 clusters Score -3992678 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3993252.000000 Penalty: 4970.968750
	Iteration 5Q: 3 clusters Score -3993252 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3993986.500000 Penalty: 4970.968750
	Iteration 6F: 3 clusters Score -3993986 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3994875.250000 Penalty: 4970.968750
	Iteration 7F: 3 clusters Score -3994875 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3995837.500000 Penalty: 4970.968750
	Iteration 8F: 3 clusters Score -3995838 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3996781.250000 Penalty: 4970.968750
	Iteration 9F: 3 clusters Score -3996781 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3997552.000000 Penalty: 4970.968750
	Iteration 10Q: 3 clusters Score -3997552 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3998146.000000 Penalty: 4970.968750
	Iteration 11Q: 3 clusters Score -3998146 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3998604.250000 Penalty: 4970.968750
	Iteration 12Q: 3 clusters Score -3998604 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3998964.000000 Penalty: 4970.968750
	Iteration 13Q: 3 clusters Score -3998964 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3999257.000000 Penalty: 4970.968750
	Iteration 14Q: 3 clusters Score -3999257 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3999459.250000 Penalty: 4970.968750
	Iteration 15Q: 3 clusters Score -3999459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3999577.250000 Penalty: 4970.968750
	Iteration 16Q: 3 clusters Score -3999577 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3999653.750000 Penalty: 4970.968750
	Iteration 17Q: 3 clusters Score -3999654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3999709.250000 Penalty: 4970.968750
	Iteration 18Q: 3 clusters Score -3999709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3999743.250000 Penalty: 4970.968750
	Iteration 19Q: 3 clusters Score -3999743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3999778.250000 Penalty: 4970.968750
	Iteration 20F: 3 clusters Score -3999778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3999782.000000 Penalty: 4970.968750
	Iteration 21Q: 3 clusters Score -3999782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3999789.750000 Penalty: 4970.968750
	Iteration 22Q: 3 clusters Score -3999790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3999792.750000 Penalty: 4970.968750
	Iteration 23Q: 3 clusters Score -3999793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3999796.750000 Penalty: 4970.968750
	Iteration 24Q: 3 clusters Score -3999797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3999796.750000 Penalty: 4970.968750
	Iteration 25Q: 3 clusters Score -3999797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3999803.500000 Penalty: 4970.968750
	Iteration 26Q: 3 clusters Score -3999804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3999802.750000 Penalty: 4970.968750
	Iteration 27Q: 3 clusters Score -3999803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3999800.500000 Penalty: 4970.968750
	Iteration 28Q: 3 clusters Score -3999800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3999796.000000 Penalty: 4970.968750
	Iteration 29Q: 3 clusters Score -3999796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3999800.750000 Penalty: 4970.968750
	Iteration 30Q: 3 clusters Score -3999801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3999805.500000 Penalty: 4970.968750
	Iteration 31Q: 3 clusters Score -3999806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3999805.500000 Penalty: 4970.968750
	Iteration 32Q: 3 clusters Score -3999806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3999802.000000 Penalty: 4970.968750
	Iteration 33Q: 3 clusters Score -3999802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3999808.500000 Penalty: 4970.968750
	Iteration 34Q: 3 clusters Score -3999808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3999806.750000 Penalty: 4970.968750
	Iteration 35Q: 3 clusters Score -3999807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3999809.000000 Penalty: 4970.968750
	Iteration 36Q: 3 clusters Score -3999809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3999809.000000 Penalty: 4970.968750
	Iteration 37F: 3 clusters Score -3999809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -1177633.125000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -1177633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1171721.375000 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -1171721 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1173443.000000 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -1173443 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1173872.875000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -1173873 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1174232.500000 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -1174232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1174565.125000 Penalty: 4411.007812
	Iteration 4F: 3 clusters Score -1174565 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1174877.375000 Penalty: 4411.007812
	Iteration 5F: 3 clusters Score -1174877 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1175114.125000 Penalty: 4411.007812
	Iteration 6F: 3 clusters Score -1175114 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1175296.750000 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -1175297 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1175456.000000 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -1175456 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1175561.000000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -1175561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1175675.125000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -1175675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1175788.500000 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -1175788 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1175886.500000 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -1175886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1175977.500000 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -1175978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1176045.875000 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -1176046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1176097.125000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -1176097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1176139.750000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -1176140 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1176177.500000 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -1176178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1176195.000000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -1176195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1176207.625000 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -1176208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1176223.250000 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -1176223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1176237.375000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -1176237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1176257.375000 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -1176257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1176280.250000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -1176280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1176303.000000 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -1176303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1176312.375000 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -1176312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1176332.750000 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -1176333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1176343.375000 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -1176343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1176348.375000 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -1176348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1176355.875000 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -1176356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1176366.875000 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -1176367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1176377.500000 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -1176378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1176376.750000 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -1176377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1176383.625000 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -1176384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1176388.875000 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -1176389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1176392.375000 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -1176392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1176398.375000 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -1176398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1176402.250000 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -1176402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1176405.750000 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -1176406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1176412.500000 Penalty: 4411.007812
	Iteration 39Q: 3 clusters Score -1176412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1176415.625000 Penalty: 4411.007812
	Iteration 40F: 3 clusters Score -1176416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1176416.750000 Penalty: 4411.007812
	Iteration 41Q: 3 clusters Score -1176417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1176417.125000 Penalty: 4411.007812
	Iteration 42Q: 3 clusters Score -1176417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1176419.125000 Penalty: 4411.007812
	Iteration 43Q: 3 clusters Score -1176419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1176421.250000 Penalty: 4411.007812
	Iteration 44Q: 3 clusters Score -1176421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1176422.750000 Penalty: 4411.007812
	Iteration 45Q: 3 clusters Score -1176423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1176425.500000 Penalty: 4411.007812
	Iteration 46Q: 3 clusters Score -1176426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1176428.125000 Penalty: 4411.007812
	Iteration 47Q: 3 clusters Score -1176428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1176430.000000 Penalty: 4411.007812
	Iteration 48Q: 3 clusters Score -1176430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1176433.375000 Penalty: 4411.007812
	Iteration 49Q: 3 clusters Score -1176433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1176433.875000 Penalty: 4411.007812
	Iteration 50Q: 3 clusters Score -1176434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1176434.375000 Penalty: 4411.007812
	Iteration 51Q: 3 clusters Score -1176434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1176436.625000 Penalty: 4411.007812
	Iteration 52Q: 3 clusters Score -1176437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1176442.250000 Penalty: 4411.007812
	Iteration 53Q: 3 clusters Score -1176442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1176444.750000 Penalty: 4411.007812
	Iteration 54Q: 3 clusters Score -1176445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1176448.750000 Penalty: 4411.007812
	Iteration 55Q: 3 clusters Score -1176449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1176447.500000 Penalty: 4411.007812
	Iteration 56Q: 3 clusters Score -1176448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1176447.125000 Penalty: 4411.007812
	Iteration 57Q: 3 clusters Score -1176447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1176450.750000 Penalty: 4411.007812
	Iteration 58Q: 3 clusters Score -1176451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1176458.125000 Penalty: 4411.007812
	Iteration 59Q: 3 clusters Score -1176458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1176458.250000 Penalty: 4411.007812
	Iteration 60F: 3 clusters Score -1176458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1176462.250000 Penalty: 4411.007812
	Iteration 61Q: 3 clusters Score -1176462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1176468.375000 Penalty: 4411.007812
	Iteration 62Q: 3 clusters Score -1176468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1176466.375000 Penalty: 4411.007812
	Iteration 63Q: 3 clusters Score -1176466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1176471.625000 Penalty: 4411.007812
	Iteration 64Q: 3 clusters Score -1176472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1176470.750000 Penalty: 4411.007812
	Iteration 65Q: 3 clusters Score -1176471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1176472.500000 Penalty: 4411.007812
	Iteration 66Q: 3 clusters Score -1176472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1176472.750000 Penalty: 4411.007812
	Iteration 67Q: 3 clusters Score -1176473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1176473.625000 Penalty: 4411.007812
	Iteration 68Q: 3 clusters Score -1176474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1176475.000000 Penalty: 4411.007812
	Iteration 69Q: 3 clusters Score -1176475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1176476.000000 Penalty: 4411.007812
	Iteration 70Q: 3 clusters Score -1176476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1176476.125000 Penalty: 4411.007812
	Iteration 71Q: 3 clusters Score -1176476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1176477.500000 Penalty: 4411.007812
	Iteration 72Q: 3 clusters Score -1176478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1176480.375000 Penalty: 4411.007812
	Iteration 73Q: 3 clusters Score -1176480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1176487.125000 Penalty: 4411.007812
	Iteration 74Q: 3 clusters Score -1176487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1176490.375000 Penalty: 4411.007812
	Iteration 75Q: 3 clusters Score -1176490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1176491.500000 Penalty: 4411.007812
	Iteration 76Q: 3 clusters Score -1176492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1176495.125000 Penalty: 4411.007812
	Iteration 77Q: 3 clusters Score -1176495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1176497.625000 Penalty: 4411.007812
	Iteration 78Q: 3 clusters Score -1176498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1176497.875000 Penalty: 4411.007812
	Iteration 79Q: 3 clusters Score -1176498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1176499.500000 Penalty: 4411.007812
	Iteration 80F: 3 clusters Score -1176500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1176500.625000 Penalty: 4411.007812
	Iteration 81Q: 3 clusters Score -1176501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1176500.125000 Penalty: 4411.007812
	Iteration 82Q: 3 clusters Score -1176500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1176504.125000 Penalty: 4411.007812
	Iteration 83Q: 3 clusters Score -1176504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1176506.625000 Penalty: 4411.007812
	Iteration 84Q: 3 clusters Score -1176507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1176505.625000 Penalty: 4411.007812
	Iteration 85Q: 3 clusters Score -1176506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1176506.875000 Penalty: 4411.007812
	Iteration 86Q: 3 clusters Score -1176507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1176508.250000 Penalty: 4411.007812
	Iteration 87Q: 3 clusters Score -1176508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1176508.375000 Penalty: 4411.007812
	Iteration 88Q: 3 clusters Score -1176508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1176508.375000 Penalty: 4411.007812
	Iteration 89F: 3 clusters Score -1176508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -1349408.125000 Penalty: 2222.577881
	Iteration 0F: 2 clusters Score -1349408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1343117.625000 Penalty: 4445.155762
	Iteration 0F: 3 clusters Score -1343118 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1344958.250000 Penalty: 4445.155762
	Iteration 1F: 3 clusters Score -1344958 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1345288.375000 Penalty: 4445.155762
	Iteration 2F: 3 clusters Score -1345288 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1345508.750000 Penalty: 4445.155762
	Iteration 3F: 3 clusters Score -1345509 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1345699.625000 Penalty: 4445.155762
	Iteration 4Q: 3 clusters Score -1345700 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1345865.000000 Penalty: 4445.155762
	Iteration 5Q: 3 clusters Score -1345865 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1346037.250000 Penalty: 4445.155762
	Iteration 6Q: 3 clusters Score -1346037 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1346232.875000 Penalty: 4445.155762
	Iteration 7Q: 3 clusters Score -1346233 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1346455.750000 Penalty: 4445.155762
	Iteration 8Q: 3 clusters Score -1346456 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1346694.875000 Penalty: 4445.155762
	Iteration 9Q: 3 clusters Score -1346695 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1346950.375000 Penalty: 4445.155762
	Iteration 10Q: 3 clusters Score -1346950 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1347184.250000 Penalty: 4445.155762
	Iteration 11Q: 3 clusters Score -1347184 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1347369.125000 Penalty: 4445.155762
	Iteration 12Q: 3 clusters Score -1347369 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1347550.125000 Penalty: 4445.155762
	Iteration 13Q: 3 clusters Score -1347550 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1347678.500000 Penalty: 4445.155762
	Iteration 14Q: 3 clusters Score -1347678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1347777.125000 Penalty: 4445.155762
	Iteration 15Q: 3 clusters Score -1347777 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1347842.250000 Penalty: 4445.155762
	Iteration 16Q: 3 clusters Score -1347842 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1347899.500000 Penalty: 4445.155762
	Iteration 17Q: 3 clusters Score -1347900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1347943.000000 Penalty: 4445.155762
	Iteration 18Q: 3 clusters Score -1347943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1347977.250000 Penalty: 4445.155762
	Iteration 19Q: 3 clusters Score -1347977 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1347999.500000 Penalty: 4445.155762
	Iteration 20F: 3 clusters Score -1348000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1348021.500000 Penalty: 4445.155762
	Iteration 21Q: 3 clusters Score -1348022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1348036.875000 Penalty: 4445.155762
	Iteration 22Q: 3 clusters Score -1348037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1348052.875000 Penalty: 4445.155762
	Iteration 23Q: 3 clusters Score -1348053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1348067.000000 Penalty: 4445.155762
	Iteration 24Q: 3 clusters Score -1348067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1348082.875000 Penalty: 4445.155762
	Iteration 25Q: 3 clusters Score -1348083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1348085.125000 Penalty: 4445.155762
	Iteration 26Q: 3 clusters Score -1348085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1348093.875000 Penalty: 4445.155762
	Iteration 27Q: 3 clusters Score -1348094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1348093.250000 Penalty: 4445.155762
	Iteration 28Q: 3 clusters Score -1348093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1348095.875000 Penalty: 4445.155762
	Iteration 29Q: 3 clusters Score -1348096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1348095.625000 Penalty: 4445.155762
	Iteration 30Q: 3 clusters Score -1348096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1348095.375000 Penalty: 4445.155762
	Iteration 31Q: 3 clusters Score -1348095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1348099.250000 Penalty: 4445.155762
	Iteration 32Q: 3 clusters Score -1348099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1348100.375000 Penalty: 4445.155762
	Iteration 33Q: 3 clusters Score -1348100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1348098.125000 Penalty: 4445.155762
	Iteration 34Q: 3 clusters Score -1348098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1348099.375000 Penalty: 4445.155762
	Iteration 35Q: 3 clusters Score -1348099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1348098.750000 Penalty: 4445.155762
	Iteration 36Q: 3 clusters Score -1348099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1348096.875000 Penalty: 4445.155762
	Iteration 37Q: 3 clusters Score -1348097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1348098.875000 Penalty: 4445.155762
	Iteration 38Q: 3 clusters Score -1348099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1348098.750000 Penalty: 4445.155762
	Iteration 39Q: 3 clusters Score -1348099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1348101.625000 Penalty: 4445.155762
	Iteration 40F: 3 clusters Score -1348102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1348102.250000 Penalty: 4445.155762
	Iteration 41Q: 3 clusters Score -1348102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1348106.500000 Penalty: 4445.155762
	Iteration 42Q: 3 clusters Score -1348106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1348109.125000 Penalty: 4445.155762
	Iteration 43Q: 3 clusters Score -1348109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1348108.750000 Penalty: 4445.155762
	Iteration 44Q: 3 clusters Score -1348109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1348108.750000 Penalty: 4445.155762
	Iteration 45F: 3 clusters Score -1348109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Entering Unmasked Estep 
Score: -2544405.500000 Penalty: 2385.462646
	Iteration 0F: 2 clusters Score -2544406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2533598.500000 Penalty: 4770.925293
	Iteration 0F: 3 clusters Score -2533598 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2537526.750000 Penalty: 4770.925293
	Iteration 1F: 3 clusters Score -2537527 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2538575.750000 Penalty: 4770.925293
	Iteration 2F: 3 clusters Score -2538576 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2539779.500000 Penalty: 4770.925293
	Iteration 3F: 3 clusters Score -2539780 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2540954.750000 Penalty: 4770.925293
	Iteration 4F: 3 clusters Score -2540955 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2541908.750000 Penalty: 4770.925293
	Iteration 5F: 3 clusters Score -2541909 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2542568.000000 Penalty: 4770.925293
	Iteration 6F: 3 clusters Score -2542568 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2543015.500000 Penalty: 4770.925293
	Iteration 7Q: 3 clusters Score -2543016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2543290.750000 Penalty: 4770.925293
	Iteration 8Q: 3 clusters Score -2543291 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2543451.250000 Penalty: 4770.925293
	Iteration 9Q: 3 clusters Score -2543451 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2543550.000000 Penalty: 4770.925293
	Iteration 10Q: 3 clusters Score -2543550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2543605.000000 Penalty: 4770.925293
	Iteration 11Q: 3 clusters Score -2543605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2543649.000000 Penalty: 4770.925293
	Iteration 12Q: 3 clusters Score -2543649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2543673.750000 Penalty: 4770.925293
	Iteration 13Q: 3 clusters Score -2543674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2543687.250000 Penalty: 4770.925293
	Iteration 14Q: 3 clusters Score -2543687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2543699.000000 Penalty: 4770.925293
	Iteration 15Q: 3 clusters Score -2543699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2543705.500000 Penalty: 4770.925293
	Iteration 16Q: 3 clusters Score -2543706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2543718.500000 Penalty: 4770.925293
	Iteration 17Q: 3 clusters Score -2543718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2543723.000000 Penalty: 4770.925293
	Iteration 18Q: 3 clusters Score -2543723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2543724.750000 Penalty: 4770.925293
	Iteration 19Q: 3 clusters Score -2543725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2543735.500000 Penalty: 4770.925293
	Iteration 20F: 3 clusters Score -2543736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2543750.750000 Penalty: 4770.925293
	Iteration 21Q: 3 clusters Score -2543751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2543761.000000 Penalty: 4770.925293
	Iteration 22Q: 3 clusters Score -2543761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2543764.000000 Penalty: 4770.925293
	Iteration 23Q: 3 clusters Score -2543764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2543771.250000 Penalty: 4770.925293
	Iteration 24Q: 3 clusters Score -2543771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2543787.500000 Penalty: 4770.925293
	Iteration 25Q: 3 clusters Score -2543788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2543798.250000 Penalty: 4770.925293
	Iteration 26Q: 3 clusters Score -2543798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2543804.000000 Penalty: 4770.925293
	Iteration 27Q: 3 clusters Score -2543804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2543815.250000 Penalty: 4770.925293
	Iteration 28Q: 3 clusters Score -2543815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2543824.250000 Penalty: 4770.925293
	Iteration 29Q: 3 clusters Score -2543824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2543825.500000 Penalty: 4770.925293
	Iteration 30Q: 3 clusters Score -2543826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2543832.000000 Penalty: 4770.925293
	Iteration 31Q: 3 clusters Score -2543832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2543839.750000 Penalty: 4770.925293
	Iteration 32Q: 3 clusters Score -2543840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2543849.250000 Penalty: 4770.925293
	Iteration 33Q: 3 clusters Score -2543849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2543852.250000 Penalty: 4770.925293
	Iteration 34Q: 3 clusters Score -2543852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2543850.750000 Penalty: 4770.925293
	Iteration 35Q: 3 clusters Score -2543851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2543855.250000 Penalty: 4770.925293
	Iteration 36Q: 3 clusters Score -2543855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2543857.500000 Penalty: 4770.925293
	Iteration 37Q: 3 clusters Score -2543858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2543857.250000 Penalty: 4770.925293
	Iteration 38Q: 3 clusters Score -2543857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2543859.500000 Penalty: 4770.925293
	Iteration 39Q: 3 clusters Score -2543860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2543860.750000 Penalty: 4770.925293
	Iteration 40F: 3 clusters Score -2543861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2543862.250000 Penalty: 4770.925293
	Iteration 41Q: 3 clusters Score -2543862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2543862.250000 Penalty: 4770.925293
	Iteration 42Q: 3 clusters Score -2543862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2543867.250000 Penalty: 4770.925293
	Iteration 43Q: 3 clusters Score -2543867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2543864.250000 Penalty: 4770.925293
	Iteration 44Q: 3 clusters Score -2543864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2543869.750000 Penalty: 4770.925293
	Iteration 45Q: 3 clusters Score -2543870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2543869.000000 Penalty: 4770.925293
	Iteration 46Q: 3 clusters Score -2543869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2543870.250000 Penalty: 4770.925293
	Iteration 47Q: 3 clusters Score -2543870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2543868.000000 Penalty: 4770.925293
	Iteration 48Q: 3 clusters Score -2543868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2543870.500000 Penalty: 4770.925293
	Iteration 49Q: 3 clusters Score -2543870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2543878.250000 Penalty: 4770.925293
	Iteration 50Q: 3 clusters Score -2543878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2543875.750000 Penalty: 4770.925293
	Iteration 51Q: 3 clusters Score -2543876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2543876.750000 Penalty: 4770.925293
	Iteration 52Q: 3 clusters Score -2543877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2543876.750000 Penalty: 4770.925293
	Iteration 53Q: 3 clusters Score -2543877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2543876.750000 Penalty: 4770.925293
	Iteration 54F: 3 clusters Score -2543877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -735225.687500 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -735225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -730987.187500 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -730987.2 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -732493.062500 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -732493.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -733163.812500 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -733163.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -733591.187500 Penalty: 4187.037109
	Iteration 3F: 3 clusters Score -733591.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -733840.625000 Penalty: 4187.037109
	Iteration 4F: 3 clusters Score -733840.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -734027.125000 Penalty: 4187.037109
	Iteration 5Q: 3 clusters Score -734027.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -734189.875000 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -734189.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -734306.750000 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -734306.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -734412.062500 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -734412.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -734513.562500 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -734513.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -734573.937500 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -734573.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -734611.125000 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -734611.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -734627.187500 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -734627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -734643.937500 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -734643.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -734660.062500 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -734660.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -734678.750000 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -734678.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -734697.250000 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -734697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -734707.062500 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -734707.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -734716.687500 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -734716.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -734724.812500 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -734724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -734732.062500 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -734732.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -734740.437500 Penalty: 4187.037109
	Iteration 21Q: 3 clusters Score -734740.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -734746.562500 Penalty: 4187.037109
	Iteration 22Q: 3 clusters Score -734746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -734754.312500 Penalty: 4187.037109
	Iteration 23Q: 3 clusters Score -734754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -734759.500000 Penalty: 4187.037109
	Iteration 24Q: 3 clusters Score -734759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -734765.312500 Penalty: 4187.037109
	Iteration 25Q: 3 clusters Score -734765.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -734768.000000 Penalty: 4187.037109
	Iteration 26Q: 3 clusters Score -734768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -734770.437500 Penalty: 4187.037109
	Iteration 27Q: 3 clusters Score -734770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -734772.375000 Penalty: 4187.037109
	Iteration 28Q: 3 clusters Score -734772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -734777.562500 Penalty: 4187.037109
	Iteration 29Q: 3 clusters Score -734777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -734782.500000 Penalty: 4187.037109
	Iteration 30Q: 3 clusters Score -734782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -734786.125000 Penalty: 4187.037109
	Iteration 31Q: 3 clusters Score -734786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -734788.250000 Penalty: 4187.037109
	Iteration 32Q: 3 clusters Score -734788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -734787.250000 Penalty: 4187.037109
	Iteration 33Q: 3 clusters Score -734787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -734790.875000 Penalty: 4187.037109
	Iteration 34Q: 3 clusters Score -734790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -734794.750000 Penalty: 4187.037109
	Iteration 35Q: 3 clusters Score -734794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -734795.625000 Penalty: 4187.037109
	Iteration 36Q: 3 clusters Score -734795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -734797.812500 Penalty: 4187.037109
	Iteration 37Q: 3 clusters Score -734797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -734800.000000 Penalty: 4187.037109
	Iteration 38Q: 3 clusters Score -734800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -734802.625000 Penalty: 4187.037109
	Iteration 39Q: 3 clusters Score -734802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -734807.437500 Penalty: 4187.037109
	Iteration 40F: 3 clusters Score -734807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -734810.062500 Penalty: 4187.037109
	Iteration 41Q: 3 clusters Score -734810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -734811.500000 Penalty: 4187.037109
	Iteration 42Q: 3 clusters Score -734811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -734813.875000 Penalty: 4187.037109
	Iteration 43Q: 3 clusters Score -734813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -734814.625000 Penalty: 4187.037109
	Iteration 44Q: 3 clusters Score -734814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -734816.375000 Penalty: 4187.037109
	Iteration 45Q: 3 clusters Score -734816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -734816.750000 Penalty: 4187.037109
	Iteration 46Q: 3 clusters Score -734816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -734817.062500 Penalty: 4187.037109
	Iteration 47Q: 3 clusters Score -734817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -734818.812500 Penalty: 4187.037109
	Iteration 48Q: 3 clusters Score -734818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -734818.750000 Penalty: 4187.037109
	Iteration 49Q: 3 clusters Score -734818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -734819.875000 Penalty: 4187.037109
	Iteration 50Q: 3 clusters Score -734819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -734820.437500 Penalty: 4187.037109
	Iteration 51Q: 3 clusters Score -734820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -734821.812500 Penalty: 4187.037109
	Iteration 52Q: 3 clusters Score -734821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -734821.250000 Penalty: 4187.037109
	Iteration 53Q: 3 clusters Score -734821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -734821.500000 Penalty: 4187.037109
	Iteration 54Q: 3 clusters Score -734821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -734821.500000 Penalty: 4187.037109
	Iteration 55F: 3 clusters Score -734821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -41239.613281 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -41239.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40093.734375 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -40093.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40286.621094 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -40286.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40361.035156 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -40361.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40426.582031 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -40426.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40465.656250 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -40465.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40525.679688 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -40525.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40564.292969 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40564.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40570.722656 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -40570.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40586.199219 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -40586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40593.910156 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -40593.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40607.179688 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -40607.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40607.179688 Penalty: 2845.339844
	Iteration 11F: 3 clusters Score -40607.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28442.628906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28442.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27295.726562 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27295.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27814.310547 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27814.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28088.931641 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -28088.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28269.154297 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -28269.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28449.146484 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -28449.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28650.619141 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -28650.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28845.150391 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28845.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28954.904297 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29000.480469 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -29000.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29024.210938 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -29024.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29073.130859 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -29073.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29091.746094 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -29091.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29100.728516 Penalty: 2923.623779
	Iteration 12F: 3 clusters Score -29100.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29138.226562 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -29138.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29146.794922 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -29146.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29155.132812 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -29155.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29159.917969 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -29159.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29163.759766 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -29163.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29163.759766 Penalty: 2923.623779
	Iteration 18F: 3 clusters Score -29163.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 191 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 172 members 
Entering Unmasked Estep 
Score: -117269416.000000 Penalty: 196633.375000
Splitting cluster 46 changes total score from -117270424.000000 to -117269416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -1446109.875000 Penalty: 2236.546387
	Iteration 0F: 2 clusters Score -1446110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1439578.250000 Penalty: 4473.092773
	Iteration 0F: 3 clusters Score -1439578 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1441967.000000 Penalty: 4473.092773
	Iteration 1F: 3 clusters Score -1441967 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1443234.375000 Penalty: 4473.092773
	Iteration 2F: 3 clusters Score -1443234 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1444623.125000 Penalty: 4473.092773
	Iteration 3F: 3 clusters Score -1444623 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1445374.500000 Penalty: 4473.092773
	Iteration 4F: 3 clusters Score -1445374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1445643.250000 Penalty: 4473.092773
	Iteration 5Q: 3 clusters Score -1445643 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1445750.500000 Penalty: 4473.092773
	Iteration 6Q: 3 clusters Score -1445750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1445803.125000 Penalty: 4473.092773
	Iteration 7Q: 3 clusters Score -1445803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1445829.125000 Penalty: 4473.092773
	Iteration 8Q: 3 clusters Score -1445829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1445838.625000 Penalty: 4473.092773
	Iteration 9Q: 3 clusters Score -1445839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1445848.000000 Penalty: 4473.092773
	Iteration 10Q: 3 clusters Score -1445848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1445854.875000 Penalty: 4473.092773
	Iteration 11Q: 3 clusters Score -1445855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1445857.000000 Penalty: 4473.092773
	Iteration 12Q: 3 clusters Score -1445857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1445861.750000 Penalty: 4473.092773
	Iteration 13Q: 3 clusters Score -1445862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1445866.875000 Penalty: 4473.092773
	Iteration 14Q: 3 clusters Score -1445867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1445868.500000 Penalty: 4473.092773
	Iteration 15Q: 3 clusters Score -1445868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1445874.250000 Penalty: 4473.092773
	Iteration 16Q: 3 clusters Score -1445874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1445877.250000 Penalty: 4473.092773
	Iteration 17Q: 3 clusters Score -1445877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1445878.125000 Penalty: 4473.092773
	Iteration 18Q: 3 clusters Score -1445878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1445879.875000 Penalty: 4473.092773
	Iteration 19Q: 3 clusters Score -1445880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1445882.000000 Penalty: 4473.092773
	Iteration 20F: 3 clusters Score -1445882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1445882.750000 Penalty: 4473.092773
	Iteration 21Q: 3 clusters Score -1445883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1445882.750000 Penalty: 4473.092773
	Iteration 22F: 3 clusters Score -1445883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Entering Unmasked Estep 
Score: -7006029.000000 Penalty: 2624.563232
	Iteration 0F: 2 clusters Score -7006029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6980963.000000 Penalty: 5249.126465
	Iteration 0F: 3 clusters Score -6980963 nChanged 18241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -6991169.000000 Penalty: 5249.126465
	Iteration 1F: 3 clusters Score -6991169 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -6991699.500000 Penalty: 5249.126465
	Iteration 2Q: 3 clusters Score -6991700 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6992133.500000 Penalty: 5249.126465
	Iteration 3Q: 3 clusters Score -6992134 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6992632.000000 Penalty: 5249.126465
	Iteration 4Q: 3 clusters Score -6992632 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6993165.500000 Penalty: 5249.126465
	Iteration 5Q: 3 clusters Score -6993166 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -6993917.000000 Penalty: 5249.126465
	Iteration 6Q: 3 clusters Score -6993917 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -6994971.000000 Penalty: 5249.126465
	Iteration 7Q: 3 clusters Score -6994971 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -6996402.000000 Penalty: 5249.126465
	Iteration 8F: 3 clusters Score -6996402 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -6998261.000000 Penalty: 5249.126465
	Iteration 9F: 3 clusters Score -6998261 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7000388.000000 Penalty: 5249.126465
	Iteration 10F: 3 clusters Score -7000388 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7002346.500000 Penalty: 5249.126465
	Iteration 11F: 3 clusters Score -7002346 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -7003535.000000 Penalty: 5249.126465
	Iteration 12Q: 3 clusters Score -7003535 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7004171.000000 Penalty: 5249.126465
	Iteration 13Q: 3 clusters Score -7004171 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7004504.500000 Penalty: 5249.126465
	Iteration 14Q: 3 clusters Score -7004504 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7004729.000000 Penalty: 5249.126465
	Iteration 15Q: 3 clusters Score -7004729 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7004826.500000 Penalty: 5249.126465
	Iteration 16Q: 3 clusters Score -7004826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7004875.000000 Penalty: 5249.126465
	Iteration 17Q: 3 clusters Score -7004875 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7004902.000000 Penalty: 5249.126465
	Iteration 18Q: 3 clusters Score -7004902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7004926.000000 Penalty: 5249.126465
	Iteration 19Q: 3 clusters Score -7004926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7004906.500000 Penalty: 5249.126465
	Iteration 20F: 3 clusters Score -7004906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7004932.500000 Penalty: 5249.126465
	Iteration 21Q: 3 clusters Score -7004932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7004927.500000 Penalty: 5249.126465
	Iteration 22Q: 3 clusters Score -7004928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7004943.500000 Penalty: 5249.126465
	Iteration 23Q: 3 clusters Score -7004944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7004939.500000 Penalty: 5249.126465
	Iteration 24Q: 3 clusters Score -7004940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7004955.000000 Penalty: 5249.126465
	Iteration 25Q: 3 clusters Score -7004955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7004949.000000 Penalty: 5249.126465
	Iteration 26Q: 3 clusters Score -7004949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7004954.500000 Penalty: 5249.126465
	Iteration 27Q: 3 clusters Score -7004954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7004946.000000 Penalty: 5249.126465
	Iteration 28Q: 3 clusters Score -7004946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7004954.000000 Penalty: 5249.126465
	Iteration 29Q: 3 clusters Score -7004954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7004955.500000 Penalty: 5249.126465
	Iteration 30Q: 3 clusters Score -7004956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7004945.500000 Penalty: 5249.126465
	Iteration 31Q: 3 clusters Score -7004946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7004951.500000 Penalty: 5249.126465
	Iteration 32Q: 3 clusters Score -7004952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7004939.000000 Penalty: 5249.126465
	Iteration 33Q: 3 clusters Score -7004939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7004941.500000 Penalty: 5249.126465
	Iteration 34Q: 3 clusters Score -7004942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7004942.500000 Penalty: 5249.126465
	Iteration 35Q: 3 clusters Score -7004942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7004928.000000 Penalty: 5249.126465
	Iteration 36Q: 3 clusters Score -7004928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7004938.000000 Penalty: 5249.126465
	Iteration 37Q: 3 clusters Score -7004938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7004943.000000 Penalty: 5249.126465
	Iteration 38Q: 3 clusters Score -7004943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7004958.500000 Penalty: 5249.126465
	Iteration 39Q: 3 clusters Score -7004958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7004963.000000 Penalty: 5249.126465
	Iteration 40F: 3 clusters Score -7004963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7004958.000000 Penalty: 5249.126465
	Iteration 41Q: 3 clusters Score -7004958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7004951.000000 Penalty: 5249.126465
	Iteration 42Q: 3 clusters Score -7004951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7004960.500000 Penalty: 5249.126465
	Iteration 43Q: 3 clusters Score -7004960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7004961.500000 Penalty: 5249.126465
	Iteration 44Q: 3 clusters Score -7004962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7004959.500000 Penalty: 5249.126465
	Iteration 45Q: 3 clusters Score -7004960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7004957.500000 Penalty: 5249.126465
	Iteration 46Q: 3 clusters Score -7004958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7004955.500000 Penalty: 5249.126465
	Iteration 47Q: 3 clusters Score -7004956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7004968.500000 Penalty: 5249.126465
	Iteration 48Q: 3 clusters Score -7004968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5249.126465
	Iteration 49Q: 3 clusters Score -7004973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7004979.500000 Penalty: 5249.126465
	Iteration 50Q: 3 clusters Score -7004980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7004976.500000 Penalty: 5249.126465
	Iteration 51Q: 3 clusters Score -7004976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7004962.500000 Penalty: 5249.126465
	Iteration 52Q: 3 clusters Score -7004962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7004969.000000 Penalty: 5249.126465
	Iteration 53Q: 3 clusters Score -7004969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7004962.500000 Penalty: 5249.126465
	Iteration 54Q: 3 clusters Score -7004962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7004970.000000 Penalty: 5249.126465
	Iteration 55Q: 3 clusters Score -7004970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7004963.000000 Penalty: 5249.126465
	Iteration 56Q: 3 clusters Score -7004963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7004967.500000 Penalty: 5249.126465
	Iteration 57Q: 3 clusters Score -7004968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7004968.000000 Penalty: 5249.126465
	Iteration 58Q: 3 clusters Score -7004968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5249.126465
	Iteration 59Q: 3 clusters Score -7004973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7004975.500000 Penalty: 5249.126465
	Iteration 60F: 3 clusters Score -7004976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7004975.500000 Penalty: 5249.126465
	Iteration 61Q: 3 clusters Score -7004976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7004972.000000 Penalty: 5249.126465
	Iteration 62Q: 3 clusters Score -7004972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5249.126465
	Iteration 63Q: 3 clusters Score -7004973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5249.126465
	Iteration 64F: 3 clusters Score -7004973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (36254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Entering Unmasked Estep 
Score: -6590305.000000 Penalty: 2603.579834
	Iteration 0F: 2 clusters Score -6590305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6566849.000000 Penalty: 5207.159668
	Iteration 0F: 3 clusters Score -6566849 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -6575981.500000 Penalty: 5207.159668
	Iteration 1F: 3 clusters Score -6575982 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -6576710.000000 Penalty: 5207.159668
	Iteration 2F: 3 clusters Score -6576710 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -6577693.500000 Penalty: 5207.159668
	Iteration 3F: 3 clusters Score -6577694 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -6579051.000000 Penalty: 5207.159668
	Iteration 4F: 3 clusters Score -6579051 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -6580800.000000 Penalty: 5207.159668
	Iteration 5F: 3 clusters Score -6580800 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6582823.000000 Penalty: 5207.159668
	Iteration 6F: 3 clusters Score -6582823 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6584824.000000 Penalty: 5207.159668
	Iteration 7F: 3 clusters Score -6584824 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6586576.500000 Penalty: 5207.159668
	Iteration 8Q: 3 clusters Score -6586576 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6587369.500000 Penalty: 5207.159668
	Iteration 9Q: 3 clusters Score -6587370 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6587736.500000 Penalty: 5207.159668
	Iteration 10Q: 3 clusters Score -6587736 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6587864.000000 Penalty: 5207.159668
	Iteration 11Q: 3 clusters Score -6587864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6587923.000000 Penalty: 5207.159668
	Iteration 12Q: 3 clusters Score -6587923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6587972.500000 Penalty: 5207.159668
	Iteration 13Q: 3 clusters Score -6587972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6588005.500000 Penalty: 5207.159668
	Iteration 14Q: 3 clusters Score -6588006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6588026.500000 Penalty: 5207.159668
	Iteration 15Q: 3 clusters Score -6588026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6588032.500000 Penalty: 5207.159668
	Iteration 16Q: 3 clusters Score -6588032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6588031.500000 Penalty: 5207.159668
	Iteration 17Q: 3 clusters Score -6588032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6588037.000000 Penalty: 5207.159668
	Iteration 18Q: 3 clusters Score -6588037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6588035.500000 Penalty: 5207.159668
	Iteration 19Q: 3 clusters Score -6588036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6588032.500000 Penalty: 5207.159668
	Iteration 20F: 3 clusters Score -6588032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6588042.500000 Penalty: 5207.159668
	Iteration 21Q: 3 clusters Score -6588042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6588042.500000 Penalty: 5207.159668
	Iteration 22F: 3 clusters Score -6588042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -349980.000000 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -349980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -347293.062500 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -347293.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -347981.625000 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -347981.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -348275.625000 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -348275.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -348501.781250 Penalty: 3824.706055
	Iteration 3F: 3 clusters Score -348501.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -348728.687500 Penalty: 3824.706055
	Iteration 4F: 3 clusters Score -348728.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -348926.437500 Penalty: 3824.706055
	Iteration 5F: 3 clusters Score -348926.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -349080.718750 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -349080.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349180.781250 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -349180.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -349244.843750 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -349244.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -349277.218750 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -349277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -349303.375000 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -349303.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -349313.093750 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -349313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -349318.968750 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -349319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -349320.281250 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -349320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -349322.687500 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -349322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -349323.218750 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -349323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -349323.125000 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -349323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -349323.562500 Penalty: 3824.706055
	Iteration 17Q: 3 clusters Score -349323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -349323.562500 Penalty: 3824.706055
	Iteration 18F: 3 clusters Score -349323.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -1115945.625000 Penalty: 2185.585205
	Iteration 0F: 2 clusters Score -1115946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1110422.250000 Penalty: 4371.170410
	Iteration 0F: 3 clusters Score -1110422 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1112541.250000 Penalty: 4371.170410
	Iteration 1F: 3 clusters Score -1112541 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1114058.875000 Penalty: 4371.170410
	Iteration 2F: 3 clusters Score -1114059 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1115380.875000 Penalty: 4371.170410
	Iteration 3F: 3 clusters Score -1115381 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1115964.875000 Penalty: 4371.170410
	Iteration 4F: 3 clusters Score -1115965 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1116157.625000 Penalty: 4371.170410
	Iteration 5Q: 3 clusters Score -1116158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1116239.375000 Penalty: 4371.170410
	Iteration 6Q: 3 clusters Score -1116239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1116279.125000 Penalty: 4371.170410
	Iteration 7Q: 3 clusters Score -1116279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1116308.250000 Penalty: 4371.170410
	Iteration 8Q: 3 clusters Score -1116308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1116329.875000 Penalty: 4371.170410
	Iteration 9Q: 3 clusters Score -1116330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1116347.750000 Penalty: 4371.170410
	Iteration 10Q: 3 clusters Score -1116348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1116363.875000 Penalty: 4371.170410
	Iteration 11Q: 3 clusters Score -1116364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1116368.625000 Penalty: 4371.170410
	Iteration 12Q: 3 clusters Score -1116369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1116377.500000 Penalty: 4371.170410
	Iteration 13Q: 3 clusters Score -1116378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1116384.000000 Penalty: 4371.170410
	Iteration 14Q: 3 clusters Score -1116384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1116394.875000 Penalty: 4371.170410
	Iteration 15Q: 3 clusters Score -1116395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1116406.750000 Penalty: 4371.170410
	Iteration 16Q: 3 clusters Score -1116407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1116411.625000 Penalty: 4371.170410
	Iteration 17Q: 3 clusters Score -1116412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1116413.125000 Penalty: 4371.170410
	Iteration 18Q: 3 clusters Score -1116413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1116414.500000 Penalty: 4371.170410
	Iteration 19Q: 3 clusters Score -1116414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1116418.875000 Penalty: 4371.170410
	Iteration 20F: 3 clusters Score -1116419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1116422.375000 Penalty: 4371.170410
	Iteration 21Q: 3 clusters Score -1116422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1116431.125000 Penalty: 4371.170410
	Iteration 22Q: 3 clusters Score -1116431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1116437.125000 Penalty: 4371.170410
	Iteration 23Q: 3 clusters Score -1116437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1116448.625000 Penalty: 4371.170410
	Iteration 24Q: 3 clusters Score -1116449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1116447.875000 Penalty: 4371.170410
	Iteration 25Q: 3 clusters Score -1116448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1116453.875000 Penalty: 4371.170410
	Iteration 26Q: 3 clusters Score -1116454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1116454.875000 Penalty: 4371.170410
	Iteration 27Q: 3 clusters Score -1116455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1116454.500000 Penalty: 4371.170410
	Iteration 28Q: 3 clusters Score -1116454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1116456.500000 Penalty: 4371.170410
	Iteration 29Q: 3 clusters Score -1116456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1116458.375000 Penalty: 4371.170410
	Iteration 30Q: 3 clusters Score -1116458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1116460.250000 Penalty: 4371.170410
	Iteration 31Q: 3 clusters Score -1116460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1116461.500000 Penalty: 4371.170410
	Iteration 32Q: 3 clusters Score -1116462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1116461.875000 Penalty: 4371.170410
	Iteration 33Q: 3 clusters Score -1116462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1116462.875000 Penalty: 4371.170410
	Iteration 34Q: 3 clusters Score -1116463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1116461.875000 Penalty: 4371.170410
	Iteration 35Q: 3 clusters Score -1116462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1116461.625000 Penalty: 4371.170410
	Iteration 36Q: 3 clusters Score -1116462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1116462.750000 Penalty: 4371.170410
	Iteration 37Q: 3 clusters Score -1116463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1116462.750000 Penalty: 4371.170410
	Iteration 38F: 3 clusters Score -1116463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 4810 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 1910 members 
Entering Unmasked Estep 
Score: -117269696.000000 Penalty: 196633.375000
Splitting cluster 51 changes total score from -117270424.000000 to -117269696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75835.671875 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75835.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76062.375000 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76062.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76187.554688 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76187.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76263.156250 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76263.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76307.234375 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76307.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76353.421875 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76353.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76387.015625 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76387.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76403.234375 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76403.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76418.625000 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76418.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76424.179688 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76424.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76433.460938 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76433.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76444.515625 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -76444.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76485.570312 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -76485.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76521.312500 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -76521.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76538.960938 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -76538.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76556.835938 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -76556.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76566.757812 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -76566.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76583.710938 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -76583.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76596.312500 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -76596.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76599.921875 Penalty: 3076.457764
	Iteration 19Q: 3 clusters Score -76599.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76599.921875 Penalty: 3076.457764
	Iteration 20F: 3 clusters Score -76599.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -183209.953125 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -183210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181262.031250 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -181262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181851.828125 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -181851.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -182232.593750 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -182232.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -182542.515625 Penalty: 3484.226074
	Iteration 3F: 3 clusters Score -182542.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182740.921875 Penalty: 3484.226074
	Iteration 4F: 3 clusters Score -182740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -182889.000000 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -182889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -183085.234375 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -183085.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183254.546875 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -183254.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183402.265625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -183402.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183532.796875 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -183532.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183670.625000 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -183670.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183775.078125 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -183775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183865.656250 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -183865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183968.671875 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -183968.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -184053.500000 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -184053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -184068.015625 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -184068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184086.859375 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -184086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -184104.984375 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -184105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -184113.250000 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -184113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -184113.250000 Penalty: 3484.226074
	Iteration 19F: 3 clusters Score -184113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 371 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Mstep: Class 59 contains 753 members 
Entering Unmasked Estep 
Score: -117269784.000000 Penalty: 196633.375000
Splitting cluster 53 changes total score from -117270424.000000 to -117269784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -16173.646484 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -16173.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15019.249023 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -15019.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15196.767578 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -15196.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15284.988281 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -15284.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15346.756836 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -15346.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15434.352539 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -15434.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15506.295898 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -15506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15563.836914 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -15563.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15585.267578 Penalty: 2840.516357
	Iteration 7Q: 3 clusters Score -15585.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15621.469727 Penalty: 2840.516357
	Iteration 8Q: 3 clusters Score -15621.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15661.281250 Penalty: 2840.516357
	Iteration 9Q: 3 clusters Score -15661.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15710.731445 Penalty: 2840.516357
	Iteration 10Q: 3 clusters Score -15710.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15748.462891 Penalty: 2840.516357
	Iteration 11Q: 3 clusters Score -15748.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15764.416992 Penalty: 2840.516357
	Iteration 12Q: 3 clusters Score -15764.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15770.567383 Penalty: 2840.516357
	Iteration 13Q: 3 clusters Score -15770.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15781.158203 Penalty: 2840.516357
	Iteration 14F: 3 clusters Score -15781.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15805.011719 Penalty: 2840.516357
	Iteration 15Q: 3 clusters Score -15805.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15807.936523 Penalty: 2840.516357
	Iteration 16Q: 3 clusters Score -15807.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15809.638672 Penalty: 2840.516357
	Iteration 17Q: 3 clusters Score -15809.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15809.638672 Penalty: 2840.516357
	Iteration 18F: 3 clusters Score -15809.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -121997.523438 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -121997.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120263.804688 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -120263.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120634.250000 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -120634.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120790.804688 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -120790.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120922.843750 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -120922.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120995.179688 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -120995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121043.265625 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -121043.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121115.812500 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -121115.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121206.984375 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -121207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121266.031250 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -121266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121302.507812 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -121302.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121320.187500 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -121320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121321.843750 Penalty: 3334.424561
	Iteration 11F: 3 clusters Score -121321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121330.093750 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -121330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121332.187500 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -121332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121332.187500 Penalty: 3334.424561
	Iteration 14F: 3 clusters Score -121332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Entering Unmasked Estep 
Score: -2394298.250000 Penalty: 2369.304199
	Iteration 0F: 2 clusters Score -2394298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2384084.000000 Penalty: 4738.608398
	Iteration 0F: 3 clusters Score -2384084 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2387307.750000 Penalty: 4738.608398
	Iteration 1F: 3 clusters Score -2387308 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2387847.000000 Penalty: 4738.608398
	Iteration 2F: 3 clusters Score -2387847 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2388423.000000 Penalty: 4738.608398
	Iteration 3F: 3 clusters Score -2388423 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2389016.250000 Penalty: 4738.608398
	Iteration 4F: 3 clusters Score -2389016 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2389621.250000 Penalty: 4738.608398
	Iteration 5F: 3 clusters Score -2389621 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2390235.500000 Penalty: 4738.608398
	Iteration 6F: 3 clusters Score -2390236 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2390731.000000 Penalty: 4738.608398
	Iteration 7Q: 3 clusters Score -2390731 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2391113.750000 Penalty: 4738.608398
	Iteration 8Q: 3 clusters Score -2391114 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2391408.750000 Penalty: 4738.608398
	Iteration 9Q: 3 clusters Score -2391409 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2391642.250000 Penalty: 4738.608398
	Iteration 10Q: 3 clusters Score -2391642 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2391831.000000 Penalty: 4738.608398
	Iteration 11Q: 3 clusters Score -2391831 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2391981.500000 Penalty: 4738.608398
	Iteration 12Q: 3 clusters Score -2391982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2392105.250000 Penalty: 4738.608398
	Iteration 13Q: 3 clusters Score -2392105 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2392196.500000 Penalty: 4738.608398
	Iteration 14Q: 3 clusters Score -2392196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2392255.500000 Penalty: 4738.608398
	Iteration 15Q: 3 clusters Score -2392256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2392288.750000 Penalty: 4738.608398
	Iteration 16Q: 3 clusters Score -2392289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2392312.500000 Penalty: 4738.608398
	Iteration 17Q: 3 clusters Score -2392312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2392328.250000 Penalty: 4738.608398
	Iteration 18Q: 3 clusters Score -2392328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2392337.500000 Penalty: 4738.608398
	Iteration 19Q: 3 clusters Score -2392338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2392353.000000 Penalty: 4738.608398
	Iteration 20F: 3 clusters Score -2392353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2392358.250000 Penalty: 4738.608398
	Iteration 21Q: 3 clusters Score -2392358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2392365.500000 Penalty: 4738.608398
	Iteration 22Q: 3 clusters Score -2392366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2392368.750000 Penalty: 4738.608398
	Iteration 23Q: 3 clusters Score -2392369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2392375.750000 Penalty: 4738.608398
	Iteration 24Q: 3 clusters Score -2392376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2392375.250000 Penalty: 4738.608398
	Iteration 25Q: 3 clusters Score -2392375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2392378.750000 Penalty: 4738.608398
	Iteration 26Q: 3 clusters Score -2392379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2392382.000000 Penalty: 4738.608398
	Iteration 27Q: 3 clusters Score -2392382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2392387.000000 Penalty: 4738.608398
	Iteration 28Q: 3 clusters Score -2392387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2392394.000000 Penalty: 4738.608398
	Iteration 29Q: 3 clusters Score -2392394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2392399.250000 Penalty: 4738.608398
	Iteration 30Q: 3 clusters Score -2392399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2392401.500000 Penalty: 4738.608398
	Iteration 31Q: 3 clusters Score -2392402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2392408.500000 Penalty: 4738.608398
	Iteration 32Q: 3 clusters Score -2392408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2392408.500000 Penalty: 4738.608398
	Iteration 33Q: 3 clusters Score -2392408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2392405.500000 Penalty: 4738.608398
	Iteration 34Q: 3 clusters Score -2392406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2392406.500000 Penalty: 4738.608398
	Iteration 35Q: 3 clusters Score -2392406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2392407.000000 Penalty: 4738.608398
	Iteration 36Q: 3 clusters Score -2392407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2392405.750000 Penalty: 4738.608398
	Iteration 37Q: 3 clusters Score -2392406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2392408.250000 Penalty: 4738.608398
	Iteration 38Q: 3 clusters Score -2392408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2392407.000000 Penalty: 4738.608398
	Iteration 39Q: 3 clusters Score -2392407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2392409.000000 Penalty: 4738.608398
	Iteration 40F: 3 clusters Score -2392409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2392410.250000 Penalty: 4738.608398
	Iteration 41Q: 3 clusters Score -2392410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2392413.000000 Penalty: 4738.608398
	Iteration 42Q: 3 clusters Score -2392413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2392415.000000 Penalty: 4738.608398
	Iteration 43Q: 3 clusters Score -2392415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2392415.750000 Penalty: 4738.608398
	Iteration 44Q: 3 clusters Score -2392416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2392415.750000 Penalty: 4738.608398
	Iteration 45F: 3 clusters Score -2392416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -578033.687500 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -578033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -574495.062500 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -574495.1 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -575320.375000 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -575320.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -575565.000000 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -575565 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -575720.687500 Penalty: 4036.728271
	Iteration 3F: 3 clusters Score -575720.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -575827.687500 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -575827.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -575885.187500 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -575885.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -575926.312500 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -575926.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -575968.875000 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -575968.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -576011.437500 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -576011.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -576053.562500 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -576053.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -576084.125000 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -576084.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -576121.687500 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -576121.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -576162.937500 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -576162.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -576198.000000 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -576198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -576228.750000 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -576228.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -576259.750000 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -576259.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -576291.812500 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -576291.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -576322.812500 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -576322.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -576356.187500 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -576356.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -576390.187500 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -576390.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -576424.500000 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -576424.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -576455.312500 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -576455.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -576475.000000 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -576475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -576498.125000 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -576498.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -576514.812500 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -576514.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -576532.125000 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -576532.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -576544.937500 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -576544.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -576557.125000 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -576557.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -576567.750000 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -576567.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -576577.687500 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -576577.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -576588.312500 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -576588.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -576601.625000 Penalty: 4036.728271
	Iteration 31Q: 3 clusters Score -576601.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -576607.625000 Penalty: 4036.728271
	Iteration 32Q: 3 clusters Score -576607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -576611.625000 Penalty: 4036.728271
	Iteration 33Q: 3 clusters Score -576611.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -576614.687500 Penalty: 4036.728271
	Iteration 34Q: 3 clusters Score -576614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -576618.625000 Penalty: 4036.728271
	Iteration 35Q: 3 clusters Score -576618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -576621.125000 Penalty: 4036.728271
	Iteration 36Q: 3 clusters Score -576621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -576623.062500 Penalty: 4036.728271
	Iteration 37Q: 3 clusters Score -576623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -576626.062500 Penalty: 4036.728271
	Iteration 38Q: 3 clusters Score -576626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -576631.000000 Penalty: 4036.728271
	Iteration 39Q: 3 clusters Score -576631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -576635.062500 Penalty: 4036.728271
	Iteration 40F: 3 clusters Score -576635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -576641.375000 Penalty: 4036.728271
	Iteration 41Q: 3 clusters Score -576641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -576653.437500 Penalty: 4036.728271
	Iteration 42Q: 3 clusters Score -576653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -576661.437500 Penalty: 4036.728271
	Iteration 43Q: 3 clusters Score -576661.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -576668.500000 Penalty: 4036.728271
	Iteration 44Q: 3 clusters Score -576668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -576676.000000 Penalty: 4036.728271
	Iteration 45Q: 3 clusters Score -576676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -576679.562500 Penalty: 4036.728271
	Iteration 46Q: 3 clusters Score -576679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -576681.062500 Penalty: 4036.728271
	Iteration 47Q: 3 clusters Score -576681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -576681.812500 Penalty: 4036.728271
	Iteration 48Q: 3 clusters Score -576681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -576681.812500 Penalty: 4036.728271
	Iteration 49F: 3 clusters Score -576681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -2331993.500000 Penalty: 2352.339844
	Iteration 0F: 2 clusters Score -2331994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2322381.250000 Penalty: 4704.679688
	Iteration 0F: 3 clusters Score -2322381 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2325440.500000 Penalty: 4704.679688
	Iteration 1F: 3 clusters Score -2325440 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2325930.000000 Penalty: 4704.679688
	Iteration 2F: 3 clusters Score -2325930 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2326612.500000 Penalty: 4704.679688
	Iteration 3F: 3 clusters Score -2326612 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2327702.250000 Penalty: 4704.679688
	Iteration 4F: 3 clusters Score -2327702 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2328841.500000 Penalty: 4704.679688
	Iteration 5F: 3 clusters Score -2328842 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2329674.500000 Penalty: 4704.679688
	Iteration 6F: 3 clusters Score -2329674 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2330117.500000 Penalty: 4704.679688
	Iteration 7F: 3 clusters Score -2330118 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2330309.500000 Penalty: 4704.679688
	Iteration 8Q: 3 clusters Score -2330310 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2330416.000000 Penalty: 4704.679688
	Iteration 9Q: 3 clusters Score -2330416 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2330466.750000 Penalty: 4704.679688
	Iteration 10Q: 3 clusters Score -2330467 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2330481.500000 Penalty: 4704.679688
	Iteration 11Q: 3 clusters Score -2330482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2330501.750000 Penalty: 4704.679688
	Iteration 12Q: 3 clusters Score -2330502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2330504.500000 Penalty: 4704.679688
	Iteration 13Q: 3 clusters Score -2330504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2330500.250000 Penalty: 4704.679688
	Iteration 14Q: 3 clusters Score -2330500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2330503.250000 Penalty: 4704.679688
	Iteration 15Q: 3 clusters Score -2330503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2330502.250000 Penalty: 4704.679688
	Iteration 16Q: 3 clusters Score -2330502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2330503.500000 Penalty: 4704.679688
	Iteration 17Q: 3 clusters Score -2330504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2330502.000000 Penalty: 4704.679688
	Iteration 18Q: 3 clusters Score -2330502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2330504.500000 Penalty: 4704.679688
	Iteration 19Q: 3 clusters Score -2330504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2330502.500000 Penalty: 4704.679688
	Iteration 20F: 3 clusters Score -2330502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32291 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 14843 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32435 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 30660 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33987 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22519 members 
Mstep: Class 41 contains 7282 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15045 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36254 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14096 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270568.000000 Penalty: 193300.609375
Iteration 159Q: 59 clusters Score -1.172706e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 38784 members 
Mstep: Class 7 contains 14852 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32436 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38615 members 
Mstep: Class 20 contains 50245 members 
Mstep: Class 21 contains 29095 members 
Mstep: Class 22 contains 33907 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 37969 members 
Mstep: Class 25 contains 30652 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 15419 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33991 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22595 members 
Mstep: Class 41 contains 7271 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15044 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39453 members 
Mstep: Class 49 contains 36239 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6719 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14115 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270664.000000 Penalty: 193300.609375
Iteration 160F: 59 clusters Score -1.172707e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 12840 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 38771 members 
Mstep: Class 7 contains 14858 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32438 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11989 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38584 members 
Mstep: Class 20 contains 50245 members 
Mstep: Class 21 contains 29096 members 
Mstep: Class 22 contains 33929 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 37993 members 
Mstep: Class 25 contains 30647 members 
Mstep: Class 26 contains 3167 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8058 members 
Mstep: Class 35 contains 15309 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33992 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22695 members 
Mstep: Class 41 contains 7263 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15043 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39453 members 
Mstep: Class 49 contains 36229 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14134 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270776.000000 Penalty: 193300.609375
Iteration 161Q: 59 clusters Score -1.172708e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12844 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 38754 members 
Mstep: Class 7 contains 14861 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32440 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38563 members 
Mstep: Class 20 contains 50268 members 
Mstep: Class 21 contains 29095 members 
Mstep: Class 22 contains 33960 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 38008 members 
Mstep: Class 25 contains 30644 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8058 members 
Mstep: Class 35 contains 15207 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33990 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22784 members 
Mstep: Class 41 contains 7258 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 15041 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39455 members 
Mstep: Class 49 contains 36198 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14152 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270872.000000 Penalty: 193300.609375
Iteration 162Q: 59 clusters Score -1.172709e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 32297 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 38751 members 
Mstep: Class 7 contains 14867 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32444 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38539 members 
Mstep: Class 20 contains 50298 members 
Mstep: Class 21 contains 29096 members 
Mstep: Class 22 contains 33999 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 38001 members 
Mstep: Class 25 contains 30640 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 15109 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33991 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22856 members 
Mstep: Class 41 contains 7246 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 15038 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39454 members 
Mstep: Class 49 contains 36180 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6714 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14170 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270784.000000 Penalty: 193300.609375
Iteration 163Q: 59 clusters Score -1.172708e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 38727 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32447 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38519 members 
Mstep: Class 20 contains 50312 members 
Mstep: Class 21 contains 29098 members 
Mstep: Class 22 contains 34035 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 38010 members 
Mstep: Class 25 contains 30635 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 15020 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 33995 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22922 members 
Mstep: Class 41 contains 7237 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 15037 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39454 members 
Mstep: Class 49 contains 36177 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14184 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270536.000000 Penalty: 193300.609375
Iteration 164Q: 59 clusters Score -1.172705e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12844 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38709 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32451 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38500 members 
Mstep: Class 20 contains 50306 members 
Mstep: Class 21 contains 29096 members 
Mstep: Class 22 contains 34086 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 38042 members 
Mstep: Class 25 contains 30631 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14950 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33996 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 22962 members 
Mstep: Class 41 contains 7232 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15034 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39451 members 
Mstep: Class 49 contains 36156 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6718 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14200 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270656.000000 Penalty: 193300.609375
Iteration 165Q: 59 clusters Score -1.172707e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 32296 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 38673 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32458 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38483 members 
Mstep: Class 20 contains 50319 members 
Mstep: Class 21 contains 29093 members 
Mstep: Class 22 contains 34123 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 38043 members 
Mstep: Class 25 contains 30628 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2144 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14870 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33999 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23026 members 
Mstep: Class 41 contains 7225 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15027 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39451 members 
Mstep: Class 49 contains 36164 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6717 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14212 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270656.000000 Penalty: 193300.609375
Iteration 166Q: 59 clusters Score -1.172707e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 32297 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38636 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32467 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38473 members 
Mstep: Class 20 contains 50331 members 
Mstep: Class 21 contains 29089 members 
Mstep: Class 22 contains 34165 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 38067 members 
Mstep: Class 25 contains 30627 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2142 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14791 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 33999 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23066 members 
Mstep: Class 41 contains 7221 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15018 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39452 members 
Mstep: Class 49 contains 36165 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14224 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270768.000000 Penalty: 193300.609375
Iteration 167Q: 59 clusters Score -1.172708e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 32298 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38617 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32472 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38455 members 
Mstep: Class 20 contains 50352 members 
Mstep: Class 21 contains 29089 members 
Mstep: Class 22 contains 34200 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 30626 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2141 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14693 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34001 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23127 members 
Mstep: Class 41 contains 7215 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15013 members 
Mstep: Class 44 contains 4640 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39453 members 
Mstep: Class 49 contains 36136 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6716 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14241 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270856.000000 Penalty: 193300.609375
Iteration 168Q: 59 clusters Score -1.172709e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12845 members 
Mstep: Class 4 contains 32300 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38597 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32476 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38433 members 
Mstep: Class 20 contains 50370 members 
Mstep: Class 21 contains 29089 members 
Mstep: Class 22 contains 34226 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 38141 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3162 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2140 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14610 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23176 members 
Mstep: Class 41 contains 7208 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15011 members 
Mstep: Class 44 contains 4645 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39460 members 
Mstep: Class 49 contains 36113 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6719 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14254 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117270920.000000 Penalty: 193300.609375
Iteration 169Q: 59 clusters Score -1.172709e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12847 members 
Mstep: Class 4 contains 32302 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38595 members 
Mstep: Class 7 contains 14887 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32479 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 38413 members 
Mstep: Class 20 contains 50367 members 
Mstep: Class 21 contains 29085 members 
Mstep: Class 22 contains 34248 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 38155 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2140 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14534 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23227 members 
Mstep: Class 41 contains 7201 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15008 members 
Mstep: Class 44 contains 4651 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39463 members 
Mstep: Class 49 contains 36112 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6715 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14267 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271000.000000 Penalty: 193300.609375
Iteration 170Q: 59 clusters Score -1.17271e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 38589 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32480 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38404 members 
Mstep: Class 20 contains 50362 members 
Mstep: Class 21 contains 29085 members 
Mstep: Class 22 contains 34266 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 38188 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2140 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4066 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14443 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23282 members 
Mstep: Class 41 contains 7192 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 15006 members 
Mstep: Class 44 contains 4655 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8253 members 
Mstep: Class 48 contains 39464 members 
Mstep: Class 49 contains 36111 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6718 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14282 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271128.000000 Penalty: 193300.609375
Iteration 171Q: 59 clusters Score -1.172711e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 38578 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32481 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11986 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 50348 members 
Mstep: Class 21 contains 29082 members 
Mstep: Class 22 contains 34275 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 38219 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2138 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14361 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23346 members 
Mstep: Class 41 contains 7186 members 
Mstep: Class 42 contains 7803 members 
Mstep: Class 43 contains 15005 members 
Mstep: Class 44 contains 4655 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8254 members 
Mstep: Class 48 contains 39464 members 
Mstep: Class 49 contains 36116 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6719 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14299 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271088.000000 Penalty: 193300.609375
Iteration 172Q: 59 clusters Score -1.172711e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 32307 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 38562 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32483 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11316 members 
Mstep: Class 19 contains 38350 members 
Mstep: Class 20 contains 50343 members 
Mstep: Class 21 contains 29077 members 
Mstep: Class 22 contains 34289 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 38245 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8059 members 
Mstep: Class 35 contains 14278 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 23409 members 
Mstep: Class 41 contains 7186 members 
Mstep: Class 42 contains 7804 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4656 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8254 members 
Mstep: Class 48 contains 39466 members 
Mstep: Class 49 contains 36118 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6720 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14317 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271088.000000 Penalty: 193300.609375
Iteration 173Q: 59 clusters Score -1.172711e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 32311 members 
Mstep: Class 5 contains 2234 members 
Mstep: Class 6 contains 38529 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32483 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 38332 members 
Mstep: Class 20 contains 50355 members 
Mstep: Class 21 contains 29075 members 
Mstep: Class 22 contains 34285 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38277 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8057 members 
Mstep: Class 35 contains 14202 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 23463 members 
Mstep: Class 41 contains 7175 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15006 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8254 members 
Mstep: Class 48 contains 39465 members 
Mstep: Class 49 contains 36141 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6721 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14334 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271112.000000 Penalty: 193300.609375
Iteration 174Q: 59 clusters Score -1.172711e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2843 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 38529 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32483 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 50350 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 34299 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 38312 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8056 members 
Mstep: Class 35 contains 14126 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 23524 members 
Mstep: Class 41 contains 7161 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 15007 members 
Mstep: Class 44 contains 4660 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8254 members 
Mstep: Class 48 contains 39467 members 
Mstep: Class 49 contains 36124 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6724 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14350 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271128.000000 Penalty: 193300.609375
Iteration 175Q: 59 clusters Score -1.172711e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12848 members 
Mstep: Class 4 contains 32314 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38531 members 
Mstep: Class 7 contains 14885 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32484 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 50349 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 34312 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38344 members 
Mstep: Class 25 contains 30624 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10074 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8054 members 
Mstep: Class 35 contains 14037 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 23597 members 
Mstep: Class 41 contains 7147 members 
Mstep: Class 42 contains 7804 members 
Mstep: Class 43 contains 15007 members 
Mstep: Class 44 contains 4660 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8255 members 
Mstep: Class 48 contains 39470 members 
Mstep: Class 49 contains 36099 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6736 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14366 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271056.000000 Penalty: 193300.609375
Iteration 176Q: 59 clusters Score -1.172711e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12841 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38518 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11984 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11321 members 
Mstep: Class 19 contains 38294 members 
Mstep: Class 20 contains 50344 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 34332 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38398 members 
Mstep: Class 25 contains 30622 members 
Mstep: Class 26 contains 3156 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8052 members 
Mstep: Class 35 contains 13953 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 23674 members 
Mstep: Class 41 contains 7144 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 15006 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8255 members 
Mstep: Class 48 contains 39472 members 
Mstep: Class 49 contains 36055 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6740 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14379 members 
Mstep: Class 57 contains 3423 members 
Mstep: Class 58 contains 13151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271128.000000 Penalty: 193300.609375
Iteration 177Q: 59 clusters Score -1.172711e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 14896 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11985 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38284 members 
Mstep: Class 20 contains 50345 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 34351 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 38442 members 
Mstep: Class 25 contains 30620 members 
Mstep: Class 26 contains 3156 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 10073 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8051 members 
Mstep: Class 35 contains 13872 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 23750 members 
Mstep: Class 41 contains 7134 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 15006 members 
Mstep: Class 44 contains 4661 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8255 members 
Mstep: Class 48 contains 39477 members 
Mstep: Class 49 contains 36023 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6743 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14388 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271168.000000 Penalty: 193300.609375
Iteration 178Q: 59 clusters Score -1.172712e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12833 members 
Mstep: Class 4 contains 32312 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11985 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38269 members 
Mstep: Class 20 contains 50374 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 34376 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 38481 members 
Mstep: Class 25 contains 30619 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8048 members 
Mstep: Class 35 contains 13768 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 23824 members 
Mstep: Class 41 contains 7126 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 15005 members 
Mstep: Class 44 contains 4666 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8255 members 
Mstep: Class 48 contains 39481 members 
Mstep: Class 49 contains 35988 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6745 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14403 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271184.000000 Penalty: 193300.609375
Iteration 179Q: 59 clusters Score -1.172712e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38467 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38249 members 
Mstep: Class 20 contains 50388 members 
Mstep: Class 21 contains 29072 members 
Mstep: Class 22 contains 34389 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 38514 members 
Mstep: Class 25 contains 30617 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8048 members 
Mstep: Class 35 contains 13669 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 23886 members 
Mstep: Class 41 contains 7119 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 15005 members 
Mstep: Class 44 contains 4668 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8255 members 
Mstep: Class 48 contains 39482 members 
Mstep: Class 49 contains 35967 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6751 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14421 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271416.000000 Penalty: 193300.609375
Iteration 180F: 59 clusters Score -1.172714e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12828 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38233 members 
Mstep: Class 20 contains 50391 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 34408 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 38559 members 
Mstep: Class 25 contains 30617 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8047 members 
Mstep: Class 35 contains 13559 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 23966 members 
Mstep: Class 41 contains 7118 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4667 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8256 members 
Mstep: Class 48 contains 39483 members 
Mstep: Class 49 contains 35945 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6755 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14431 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271424.000000 Penalty: 193300.609375
Iteration 181Q: 59 clusters Score -1.172714e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38452 members 
Mstep: Class 7 contains 14914 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38218 members 
Mstep: Class 20 contains 50401 members 
Mstep: Class 21 contains 29075 members 
Mstep: Class 22 contains 34422 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 38583 members 
Mstep: Class 25 contains 30616 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8046 members 
Mstep: Class 35 contains 13469 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24036 members 
Mstep: Class 41 contains 7117 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 15005 members 
Mstep: Class 44 contains 4667 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8257 members 
Mstep: Class 48 contains 39484 members 
Mstep: Class 49 contains 35921 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6755 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14439 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271400.000000 Penalty: 193300.609375
Iteration 182Q: 59 clusters Score -1.172714e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38445 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 38204 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 34437 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 38598 members 
Mstep: Class 25 contains 30616 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10067 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8046 members 
Mstep: Class 35 contains 13390 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24092 members 
Mstep: Class 41 contains 7110 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 15004 members 
Mstep: Class 44 contains 4668 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8257 members 
Mstep: Class 48 contains 39489 members 
Mstep: Class 49 contains 35899 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6758 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14447 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271488.000000 Penalty: 193300.609375
Iteration 183Q: 59 clusters Score -1.172715e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12824 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38430 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38192 members 
Mstep: Class 20 contains 50446 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34432 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 38615 members 
Mstep: Class 25 contains 30616 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 10067 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8046 members 
Mstep: Class 35 contains 13303 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24165 members 
Mstep: Class 41 contains 7103 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 15003 members 
Mstep: Class 44 contains 4667 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8257 members 
Mstep: Class 48 contains 39492 members 
Mstep: Class 49 contains 35900 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6761 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14465 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271368.000000 Penalty: 193300.609375
Iteration 184Q: 59 clusters Score -1.172714e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38423 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38188 members 
Mstep: Class 20 contains 50463 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34439 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 38630 members 
Mstep: Class 25 contains 30614 members 
Mstep: Class 26 contains 3156 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 10067 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8045 members 
Mstep: Class 35 contains 13222 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 7099 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 15003 members 
Mstep: Class 44 contains 4664 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8257 members 
Mstep: Class 48 contains 39491 members 
Mstep: Class 49 contains 35883 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6762 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14477 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271536.000000 Penalty: 193300.609375
Iteration 185Q: 59 clusters Score -1.172715e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12817 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38395 members 
Mstep: Class 7 contains 14925 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38185 members 
Mstep: Class 20 contains 50478 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34449 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 38646 members 
Mstep: Class 25 contains 30613 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 13151 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24294 members 
Mstep: Class 41 contains 7095 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4665 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39493 members 
Mstep: Class 49 contains 35872 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6762 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14482 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271464.000000 Penalty: 193300.609375
Iteration 186Q: 59 clusters Score -1.172715e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12820 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38376 members 
Mstep: Class 7 contains 14927 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38177 members 
Mstep: Class 20 contains 50505 members 
Mstep: Class 21 contains 29071 members 
Mstep: Class 22 contains 34478 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 38672 members 
Mstep: Class 25 contains 30611 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 13066 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24351 members 
Mstep: Class 41 contains 7098 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4663 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39489 members 
Mstep: Class 49 contains 35839 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6766 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14487 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271712.000000 Penalty: 193300.609375
Iteration 187Q: 59 clusters Score -1.172717e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12822 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 38341 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38161 members 
Mstep: Class 20 contains 50530 members 
Mstep: Class 21 contains 29074 members 
Mstep: Class 22 contains 34487 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 38696 members 
Mstep: Class 25 contains 30609 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2137 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 12989 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24436 members 
Mstep: Class 41 contains 7106 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4662 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35808 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6768 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14491 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271712.000000 Penalty: 193300.609375
Iteration 188Q: 59 clusters Score -1.172717e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12824 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 50552 members 
Mstep: Class 21 contains 29073 members 
Mstep: Class 22 contains 34490 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 38722 members 
Mstep: Class 25 contains 30607 members 
Mstep: Class 26 contains 3156 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4066 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 12912 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24517 members 
Mstep: Class 41 contains 7107 members 
Mstep: Class 42 contains 7810 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4662 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39487 members 
Mstep: Class 49 contains 35789 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6767 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14498 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271640.000000 Penalty: 193300.609375
Iteration 189Q: 59 clusters Score -1.172716e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12829 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 38302 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 50576 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34494 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 38734 members 
Mstep: Class 25 contains 30604 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12846 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24582 members 
Mstep: Class 41 contains 7106 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4662 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39487 members 
Mstep: Class 49 contains 35764 members 
Mstep: Class 50 contains 2241 members 
Mstep: Class 51 contains 6762 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14506 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271776.000000 Penalty: 193300.609375
Iteration 190Q: 59 clusters Score -1.172718e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 38297 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 50581 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34498 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 38758 members 
Mstep: Class 25 contains 30602 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2130 members 
Mstep: Class 31 contains 10069 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12795 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24622 members 
Mstep: Class 41 contains 7096 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4660 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39491 members 
Mstep: Class 49 contains 35755 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6762 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14519 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271656.000000 Penalty: 193300.609375
Iteration 191Q: 59 clusters Score -1.172717e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12839 members 
Mstep: Class 4 contains 32319 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 38121 members 
Mstep: Class 20 contains 50591 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34495 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 38768 members 
Mstep: Class 25 contains 30602 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2127 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4060 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12748 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34000 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24665 members 
Mstep: Class 41 contains 7091 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4661 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39489 members 
Mstep: Class 49 contains 35751 members 
Mstep: Class 50 contains 2241 members 
Mstep: Class 51 contains 6767 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14523 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271632.000000 Penalty: 193300.609375
Iteration 192Q: 59 clusters Score -1.172716e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12843 members 
Mstep: Class 4 contains 32319 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 38301 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 38111 members 
Mstep: Class 20 contains 50594 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 34492 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 38775 members 
Mstep: Class 25 contains 30602 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2127 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12679 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24733 members 
Mstep: Class 41 contains 7089 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4664 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35740 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6767 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14529 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271728.000000 Penalty: 193300.609375
Iteration 193Q: 59 clusters Score -1.172717e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 38110 members 
Mstep: Class 20 contains 50604 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 34482 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 38780 members 
Mstep: Class 25 contains 30601 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2128 members 
Mstep: Class 31 contains 10070 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12603 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24805 members 
Mstep: Class 41 contains 7084 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4664 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39486 members 
Mstep: Class 49 contains 35735 members 
Mstep: Class 50 contains 2241 members 
Mstep: Class 51 contains 6770 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14532 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271872.000000 Penalty: 193300.609375
Iteration 194Q: 59 clusters Score -1.172719e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12847 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 38310 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 38098 members 
Mstep: Class 20 contains 50609 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34473 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 38785 members 
Mstep: Class 25 contains 30600 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2128 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12536 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24869 members 
Mstep: Class 41 contains 7081 members 
Mstep: Class 42 contains 7809 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4664 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39487 members 
Mstep: Class 49 contains 35735 members 
Mstep: Class 50 contains 2243 members 
Mstep: Class 51 contains 6772 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14535 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271800.000000 Penalty: 193300.609375
Iteration 195Q: 59 clusters Score -1.172718e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12850 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 14939 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 38092 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 34457 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 38791 members 
Mstep: Class 25 contains 30600 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2126 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12459 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 24942 members 
Mstep: Class 41 contains 7077 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4663 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35713 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6774 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14537 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271824.000000 Penalty: 193300.609375
Iteration 196Q: 59 clusters Score -1.172718e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 38085 members 
Mstep: Class 20 contains 50654 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 34446 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 38793 members 
Mstep: Class 25 contains 30597 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12390 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25014 members 
Mstep: Class 41 contains 7079 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4662 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39487 members 
Mstep: Class 49 contains 35704 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6773 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14541 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117271872.000000 Penalty: 193300.609375
Iteration 197Q: 59 clusters Score -1.172719e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 38076 members 
Mstep: Class 20 contains 50664 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34433 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 38792 members 
Mstep: Class 25 contains 30591 members 
Mstep: Class 26 contains 3162 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12319 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25109 members 
Mstep: Class 41 contains 7075 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39489 members 
Mstep: Class 49 contains 35696 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14548 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117272008.000000 Penalty: 193300.609375
Iteration 198Q: 59 clusters Score -1.17272e+08 nChanged 401
Entering ConstructFrom: 
Score: -117272008.000000 Penalty: 193300.609375
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60389.316406 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60389.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60679.699219 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60679.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60772.019531 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60772.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60840.378906 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60840.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60916.765625 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60916.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60998.273438 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60998.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61054.253906 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -61054.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61168.246094 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -61168.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61302.539062 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61302.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61379.753906 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61379.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61407.679688 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61407.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61408.968750 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -61408.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61426.070312 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61426.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61438.226562 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -61438.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61443.382812 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -61443.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61445.648438 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -61445.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61449.046875 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -61449.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61453.429688 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61453.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61453.429688 Penalty: 2995.966309
	Iteration 18F: 3 clusters Score -61453.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -504725.093750 Penalty: 1971.986816
	Iteration 0F: 2 clusters Score -504725.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -501628.875000 Penalty: 3943.973633
	Iteration 0F: 3 clusters Score -501628.9 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -502426.656250 Penalty: 3943.973633
	Iteration 1F: 3 clusters Score -502426.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -502791.281250 Penalty: 3943.973633
	Iteration 2F: 3 clusters Score -502791.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -503122.531250 Penalty: 3943.973633
	Iteration 3F: 3 clusters Score -503122.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -503365.093750 Penalty: 3943.973633
	Iteration 4F: 3 clusters Score -503365.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -503529.687500 Penalty: 3943.973633
	Iteration 5F: 3 clusters Score -503529.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -503653.000000 Penalty: 3943.973633
	Iteration 6Q: 3 clusters Score -503653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -503731.718750 Penalty: 3943.973633
	Iteration 7Q: 3 clusters Score -503731.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -503786.875000 Penalty: 3943.973633
	Iteration 8Q: 3 clusters Score -503786.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -503818.843750 Penalty: 3943.973633
	Iteration 9Q: 3 clusters Score -503818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -503836.906250 Penalty: 3943.973633
	Iteration 10Q: 3 clusters Score -503836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -503844.125000 Penalty: 3943.973633
	Iteration 11Q: 3 clusters Score -503844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -503846.687500 Penalty: 3943.973633
	Iteration 12Q: 3 clusters Score -503846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -503850.375000 Penalty: 3943.973633
	Iteration 13Q: 3 clusters Score -503850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -503851.531250 Penalty: 3943.973633
	Iteration 14Q: 3 clusters Score -503851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -503852.687500 Penalty: 3943.973633
	Iteration 15Q: 3 clusters Score -503852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -503853.062500 Penalty: 3943.973633
	Iteration 16Q: 3 clusters Score -503853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -503853.062500 Penalty: 3943.973633
	Iteration 17F: 3 clusters Score -503853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -2188450.750000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -2188451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2179016.750000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -2179017 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2182375.250000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -2182375 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2183374.750000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -2183375 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2184275.750000 Penalty: 4692.666504
	Iteration 3F: 3 clusters Score -2184276 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2185023.500000 Penalty: 4692.666504
	Iteration 4F: 3 clusters Score -2185024 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2185497.500000 Penalty: 4692.666504
	Iteration 5F: 3 clusters Score -2185498 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2185770.750000 Penalty: 4692.666504
	Iteration 6Q: 3 clusters Score -2185771 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2185964.750000 Penalty: 4692.666504
	Iteration 7Q: 3 clusters Score -2185965 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2186107.250000 Penalty: 4692.666504
	Iteration 8Q: 3 clusters Score -2186107 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2186234.750000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -2186235 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2186362.500000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -2186362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2186490.250000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -2186490 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2186610.000000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -2186610 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2186717.000000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -2186717 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2186850.500000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -2186850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2186924.500000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -2186924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2186989.250000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -2186989 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2187037.000000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -2187037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2187073.500000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -2187074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2187085.250000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -2187085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2187106.750000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -2187107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2187114.500000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -2187114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2187122.250000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -2187122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2187130.500000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -2187130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2187133.500000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -2187134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2187137.750000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -2187138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2187141.750000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -2187142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2187144.500000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -2187144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2187142.000000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -2187142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2187148.500000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -2187148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2187148.000000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -2187148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2187152.000000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -2187152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2187151.750000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -2187152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2187156.250000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -2187156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2187161.250000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -2187161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2187163.000000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -2187163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2187170.250000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -2187170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2187168.250000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -2187168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2187168.250000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -2187168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2187166.250000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -2187166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2187167.000000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -2187167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2187172.000000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -2187172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2187170.000000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -2187170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2187172.250000 Penalty: 4692.666504
	Iteration 43Q: 3 clusters Score -2187172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2187171.000000 Penalty: 4692.666504
	Iteration 44Q: 3 clusters Score -2187171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2187177.000000 Penalty: 4692.666504
	Iteration 45Q: 3 clusters Score -2187177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2187179.250000 Penalty: 4692.666504
	Iteration 46Q: 3 clusters Score -2187179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2187178.750000 Penalty: 4692.666504
	Iteration 47Q: 3 clusters Score -2187179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2187179.000000 Penalty: 4692.666504
	Iteration 48Q: 3 clusters Score -2187179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2187182.250000 Penalty: 4692.666504
	Iteration 49Q: 3 clusters Score -2187182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2187181.000000 Penalty: 4692.666504
	Iteration 50Q: 3 clusters Score -2187181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2187179.000000 Penalty: 4692.666504
	Iteration 51Q: 3 clusters Score -2187179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2187180.750000 Penalty: 4692.666504
	Iteration 52Q: 3 clusters Score -2187181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2187183.250000 Penalty: 4692.666504
	Iteration 53Q: 3 clusters Score -2187183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2187183.500000 Penalty: 4692.666504
	Iteration 54Q: 3 clusters Score -2187184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2187183.500000 Penalty: 4692.666504
	Iteration 55F: 3 clusters Score -2187184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Entering Unmasked Estep 
Score: -5723928.000000 Penalty: 2575.070312
	Iteration 0F: 2 clusters Score -5723928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5701918.500000 Penalty: 5150.140625
	Iteration 0F: 3 clusters Score -5701918 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5709883.000000 Penalty: 5150.140625
	Iteration 1F: 3 clusters Score -5709883 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -5710328.000000 Penalty: 5150.140625
	Iteration 2Q: 3 clusters Score -5710328 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5710695.500000 Penalty: 5150.140625
	Iteration 3Q: 3 clusters Score -5710696 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -5711039.500000 Penalty: 5150.140625
	Iteration 4Q: 3 clusters Score -5711040 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -5711407.500000 Penalty: 5150.140625
	Iteration 5Q: 3 clusters Score -5711408 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5711854.500000 Penalty: 5150.140625
	Iteration 6Q: 3 clusters Score -5711854 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5712508.500000 Penalty: 5150.140625
	Iteration 7Q: 3 clusters Score -5712508 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5713264.500000 Penalty: 5150.140625
	Iteration 8Q: 3 clusters Score -5713264 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5714385.500000 Penalty: 5150.140625
	Iteration 9F: 3 clusters Score -5714386 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -5715863.000000 Penalty: 5150.140625
	Iteration 10F: 3 clusters Score -5715863 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5717544.000000 Penalty: 5150.140625
	Iteration 11F: 3 clusters Score -5717544 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -5719255.500000 Penalty: 5150.140625
	Iteration 12F: 3 clusters Score -5719256 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5720378.500000 Penalty: 5150.140625
	Iteration 13Q: 3 clusters Score -5720378 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5721030.000000 Penalty: 5150.140625
	Iteration 14Q: 3 clusters Score -5721030 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5721315.500000 Penalty: 5150.140625
	Iteration 15Q: 3 clusters Score -5721316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5721469.000000 Penalty: 5150.140625
	Iteration 16Q: 3 clusters Score -5721469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5721559.000000 Penalty: 5150.140625
	Iteration 17Q: 3 clusters Score -5721559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5721607.000000 Penalty: 5150.140625
	Iteration 18Q: 3 clusters Score -5721607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -5721633.000000 Penalty: 5150.140625
	Iteration 19Q: 3 clusters Score -5721633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5721652.500000 Penalty: 5150.140625
	Iteration 20F: 3 clusters Score -5721652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -5721675.500000 Penalty: 5150.140625
	Iteration 21Q: 3 clusters Score -5721676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5721691.500000 Penalty: 5150.140625
	Iteration 22Q: 3 clusters Score -5721692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5721693.000000 Penalty: 5150.140625
	Iteration 23Q: 3 clusters Score -5721693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -5721693.000000 Penalty: 5150.140625
	Iteration 24Q: 3 clusters Score -5721693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -5721703.500000 Penalty: 5150.140625
	Iteration 25Q: 3 clusters Score -5721704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5721706.500000 Penalty: 5150.140625
	Iteration 26Q: 3 clusters Score -5721706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5721707.000000 Penalty: 5150.140625
	Iteration 27Q: 3 clusters Score -5721707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5721712.000000 Penalty: 5150.140625
	Iteration 28Q: 3 clusters Score -5721712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5721717.000000 Penalty: 5150.140625
	Iteration 29Q: 3 clusters Score -5721717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5721719.500000 Penalty: 5150.140625
	Iteration 30Q: 3 clusters Score -5721720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -5721720.000000 Penalty: 5150.140625
	Iteration 31Q: 3 clusters Score -5721720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -5721720.000000 Penalty: 5150.140625
	Iteration 32F: 3 clusters Score -5721720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -382135.125000 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -382135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -379397.843750 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -379397.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -380070.125000 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -380070.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -380311.718750 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -380311.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -380494.250000 Penalty: 3827.585449
	Iteration 3F: 3 clusters Score -380494.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -380653.031250 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -380653 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -380810.031250 Penalty: 3827.585449
	Iteration 5F: 3 clusters Score -380810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -380980.031250 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -380980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -381103.875000 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -381103.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -381216.000000 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -381216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -381296.843750 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -381296.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -381339.125000 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -381339.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -381374.531250 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -381374.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -381394.093750 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -381394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -381402.843750 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -381402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -381411.500000 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -381411.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -381416.500000 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -381416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -381419.718750 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -381419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -381422.531250 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -381422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -381424.031250 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -381424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -381426.343750 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -381426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -381426.343750 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -381426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Entering Unmasked Estep 
Score: -6903008.000000 Penalty: 2617.026611
	Iteration 0F: 2 clusters Score -6903008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6878279.000000 Penalty: 5234.053223
	Iteration 0F: 3 clusters Score -6878279 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6887846.000000 Penalty: 5234.053223
	Iteration 1F: 3 clusters Score -6887846 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -6888377.000000 Penalty: 5234.053223
	Iteration 2Q: 3 clusters Score -6888377 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6889015.500000 Penalty: 5234.053223
	Iteration 3Q: 3 clusters Score -6889016 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -6889651.500000 Penalty: 5234.053223
	Iteration 4Q: 3 clusters Score -6889652 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -6890511.500000 Penalty: 5234.053223
	Iteration 5Q: 3 clusters Score -6890512 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -6891671.500000 Penalty: 5234.053223
	Iteration 6F: 3 clusters Score -6891672 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -6893163.500000 Penalty: 5234.053223
	Iteration 7F: 3 clusters Score -6893164 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -6894894.500000 Penalty: 5234.053223
	Iteration 8F: 3 clusters Score -6894894 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6896384.000000 Penalty: 5234.053223
	Iteration 9Q: 3 clusters Score -6896384 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6897549.500000 Penalty: 5234.053223
	Iteration 10Q: 3 clusters Score -6897550 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6898364.000000 Penalty: 5234.053223
	Iteration 11Q: 3 clusters Score -6898364 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -6898952.500000 Penalty: 5234.053223
	Iteration 12Q: 3 clusters Score -6898952 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -6899397.000000 Penalty: 5234.053223
	Iteration 13Q: 3 clusters Score -6899397 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -6899770.500000 Penalty: 5234.053223
	Iteration 14Q: 3 clusters Score -6899770 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -6900063.000000 Penalty: 5234.053223
	Iteration 15Q: 3 clusters Score -6900063 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6900283.000000 Penalty: 5234.053223
	Iteration 16Q: 3 clusters Score -6900283 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6900464.500000 Penalty: 5234.053223
	Iteration 17Q: 3 clusters Score -6900464 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6900622.500000 Penalty: 5234.053223
	Iteration 18Q: 3 clusters Score -6900622 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6900714.000000 Penalty: 5234.053223
	Iteration 19Q: 3 clusters Score -6900714 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6900786.000000 Penalty: 5234.053223
	Iteration 20F: 3 clusters Score -6900786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6900848.500000 Penalty: 5234.053223
	Iteration 21Q: 3 clusters Score -6900848 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6900898.500000 Penalty: 5234.053223
	Iteration 22Q: 3 clusters Score -6900898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6900957.500000 Penalty: 5234.053223
	Iteration 23Q: 3 clusters Score -6900958 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6900963.000000 Penalty: 5234.053223
	Iteration 24Q: 3 clusters Score -6900963 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6901019.000000 Penalty: 5234.053223
	Iteration 25Q: 3 clusters Score -6901019 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6901022.500000 Penalty: 5234.053223
	Iteration 26Q: 3 clusters Score -6901022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6901032.000000 Penalty: 5234.053223
	Iteration 27Q: 3 clusters Score -6901032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6901063.500000 Penalty: 5234.053223
	Iteration 28Q: 3 clusters Score -6901064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6901072.500000 Penalty: 5234.053223
	Iteration 29Q: 3 clusters Score -6901072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6901117.500000 Penalty: 5234.053223
	Iteration 30Q: 3 clusters Score -6901118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6901129.000000 Penalty: 5234.053223
	Iteration 31Q: 3 clusters Score -6901129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6901121.000000 Penalty: 5234.053223
	Iteration 32Q: 3 clusters Score -6901121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6901135.500000 Penalty: 5234.053223
	Iteration 33Q: 3 clusters Score -6901136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6901148.000000 Penalty: 5234.053223
	Iteration 34Q: 3 clusters Score -6901148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6901147.500000 Penalty: 5234.053223
	Iteration 35Q: 3 clusters Score -6901148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6901133.500000 Penalty: 5234.053223
	Iteration 36Q: 3 clusters Score -6901134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6901160.000000 Penalty: 5234.053223
	Iteration 37Q: 3 clusters Score -6901160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6901184.000000 Penalty: 5234.053223
	Iteration 38Q: 3 clusters Score -6901184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6901171.000000 Penalty: 5234.053223
	Iteration 39Q: 3 clusters Score -6901171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6901184.500000 Penalty: 5234.053223
	Iteration 40F: 3 clusters Score -6901184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6901177.000000 Penalty: 5234.053223
	Iteration 41Q: 3 clusters Score -6901177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6901196.500000 Penalty: 5234.053223
	Iteration 42Q: 3 clusters Score -6901196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6901199.500000 Penalty: 5234.053223
	Iteration 43Q: 3 clusters Score -6901200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6901196.000000 Penalty: 5234.053223
	Iteration 44Q: 3 clusters Score -6901196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6901205.000000 Penalty: 5234.053223
	Iteration 45Q: 3 clusters Score -6901205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6901216.500000 Penalty: 5234.053223
	Iteration 46Q: 3 clusters Score -6901216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6901220.500000 Penalty: 5234.053223
	Iteration 47Q: 3 clusters Score -6901220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6901231.500000 Penalty: 5234.053223
	Iteration 48Q: 3 clusters Score -6901232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6901241.500000 Penalty: 5234.053223
	Iteration 49Q: 3 clusters Score -6901242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6901255.000000 Penalty: 5234.053223
	Iteration 50Q: 3 clusters Score -6901255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6901250.000000 Penalty: 5234.053223
	Iteration 51Q: 3 clusters Score -6901250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6901245.000000 Penalty: 5234.053223
	Iteration 52Q: 3 clusters Score -6901245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6901264.000000 Penalty: 5234.053223
	Iteration 53Q: 3 clusters Score -6901264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6901257.000000 Penalty: 5234.053223
	Iteration 54Q: 3 clusters Score -6901257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6901272.500000 Penalty: 5234.053223
	Iteration 55Q: 3 clusters Score -6901272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6901265.000000 Penalty: 5234.053223
	Iteration 56Q: 3 clusters Score -6901265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6901262.500000 Penalty: 5234.053223
	Iteration 57Q: 3 clusters Score -6901262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6901248.500000 Penalty: 5234.053223
	Iteration 58Q: 3 clusters Score -6901248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6901258.000000 Penalty: 5234.053223
	Iteration 59Q: 3 clusters Score -6901258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6901258.500000 Penalty: 5234.053223
	Iteration 60F: 3 clusters Score -6901258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6901252.500000 Penalty: 5234.053223
	Iteration 61Q: 3 clusters Score -6901252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6901254.000000 Penalty: 5234.053223
	Iteration 62Q: 3 clusters Score -6901254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6901254.000000 Penalty: 5234.053223
	Iteration 63F: 3 clusters Score -6901254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -2540434.500000 Penalty: 2384.140381
	Iteration 0F: 2 clusters Score -2540434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2529714.750000 Penalty: 4768.280762
	Iteration 0F: 3 clusters Score -2529715 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2533410.750000 Penalty: 4768.280762
	Iteration 1F: 3 clusters Score -2533411 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2534208.750000 Penalty: 4768.280762
	Iteration 2F: 3 clusters Score -2534209 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2535092.250000 Penalty: 4768.280762
	Iteration 3F: 3 clusters Score -2535092 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2536119.000000 Penalty: 4768.280762
	Iteration 4F: 3 clusters Score -2536119 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2537141.750000 Penalty: 4768.280762
	Iteration 5F: 3 clusters Score -2537142 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2537925.500000 Penalty: 4768.280762
	Iteration 6F: 3 clusters Score -2537926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2538343.500000 Penalty: 4768.280762
	Iteration 7F: 3 clusters Score -2538344 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2538565.000000 Penalty: 4768.280762
	Iteration 8Q: 3 clusters Score -2538565 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2538662.750000 Penalty: 4768.280762
	Iteration 9Q: 3 clusters Score -2538663 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2538747.750000 Penalty: 4768.280762
	Iteration 10Q: 3 clusters Score -2538748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2538789.250000 Penalty: 4768.280762
	Iteration 11Q: 3 clusters Score -2538789 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2538823.250000 Penalty: 4768.280762
	Iteration 12Q: 3 clusters Score -2538823 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2538853.000000 Penalty: 4768.280762
	Iteration 13Q: 3 clusters Score -2538853 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2538881.750000 Penalty: 4768.280762
	Iteration 14Q: 3 clusters Score -2538882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2538898.750000 Penalty: 4768.280762
	Iteration 15Q: 3 clusters Score -2538899 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2538911.750000 Penalty: 4768.280762
	Iteration 16Q: 3 clusters Score -2538912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2538918.500000 Penalty: 4768.280762
	Iteration 17Q: 3 clusters Score -2538918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2538926.000000 Penalty: 4768.280762
	Iteration 18Q: 3 clusters Score -2538926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2538937.750000 Penalty: 4768.280762
	Iteration 19Q: 3 clusters Score -2538938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2538943.000000 Penalty: 4768.280762
	Iteration 20F: 3 clusters Score -2538943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2538950.500000 Penalty: 4768.280762
	Iteration 21Q: 3 clusters Score -2538950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2538956.750000 Penalty: 4768.280762
	Iteration 22Q: 3 clusters Score -2538957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2538959.250000 Penalty: 4768.280762
	Iteration 23Q: 3 clusters Score -2538959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2538968.000000 Penalty: 4768.280762
	Iteration 24Q: 3 clusters Score -2538968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2538976.250000 Penalty: 4768.280762
	Iteration 25Q: 3 clusters Score -2538976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2538975.000000 Penalty: 4768.280762
	Iteration 26Q: 3 clusters Score -2538975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2538983.250000 Penalty: 4768.280762
	Iteration 27Q: 3 clusters Score -2538983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2538985.500000 Penalty: 4768.280762
	Iteration 28Q: 3 clusters Score -2538986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2538986.000000 Penalty: 4768.280762
	Iteration 29Q: 3 clusters Score -2538986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2538981.750000 Penalty: 4768.280762
	Iteration 30Q: 3 clusters Score -2538982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2538986.250000 Penalty: 4768.280762
	Iteration 31Q: 3 clusters Score -2538986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2538988.750000 Penalty: 4768.280762
	Iteration 32Q: 3 clusters Score -2538989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2538999.750000 Penalty: 4768.280762
	Iteration 33Q: 3 clusters Score -2539000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2539006.500000 Penalty: 4768.280762
	Iteration 34Q: 3 clusters Score -2539006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2539008.250000 Penalty: 4768.280762
	Iteration 35Q: 3 clusters Score -2539008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2539003.500000 Penalty: 4768.280762
	Iteration 36Q: 3 clusters Score -2539004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2539006.000000 Penalty: 4768.280762
	Iteration 37Q: 3 clusters Score -2539006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2539007.500000 Penalty: 4768.280762
	Iteration 38Q: 3 clusters Score -2539008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2539010.000000 Penalty: 4768.280762
	Iteration 39Q: 3 clusters Score -2539010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2539012.250000 Penalty: 4768.280762
	Iteration 40F: 3 clusters Score -2539012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2539019.000000 Penalty: 4768.280762
	Iteration 41Q: 3 clusters Score -2539019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2539024.500000 Penalty: 4768.280762
	Iteration 42Q: 3 clusters Score -2539024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2539023.250000 Penalty: 4768.280762
	Iteration 43Q: 3 clusters Score -2539023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2539019.500000 Penalty: 4768.280762
	Iteration 44Q: 3 clusters Score -2539020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2539026.500000 Penalty: 4768.280762
	Iteration 45Q: 3 clusters Score -2539026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2539020.250000 Penalty: 4768.280762
	Iteration 46Q: 3 clusters Score -2539020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2539027.750000 Penalty: 4768.280762
	Iteration 47Q: 3 clusters Score -2539028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2539020.000000 Penalty: 4768.280762
	Iteration 48Q: 3 clusters Score -2539020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2539023.500000 Penalty: 4768.280762
	Iteration 49Q: 3 clusters Score -2539024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2539027.000000 Penalty: 4768.280762
	Iteration 50Q: 3 clusters Score -2539027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2539027.750000 Penalty: 4768.280762
	Iteration 51Q: 3 clusters Score -2539028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2539029.500000 Penalty: 4768.280762
	Iteration 52Q: 3 clusters Score -2539030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2539031.500000 Penalty: 4768.280762
	Iteration 53Q: 3 clusters Score -2539032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2539036.000000 Penalty: 4768.280762
	Iteration 54Q: 3 clusters Score -2539036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2539034.500000 Penalty: 4768.280762
	Iteration 55Q: 3 clusters Score -2539034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2539033.750000 Penalty: 4768.280762
	Iteration 56Q: 3 clusters Score -2539034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2539035.750000 Penalty: 4768.280762
	Iteration 57Q: 3 clusters Score -2539036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2539032.250000 Penalty: 4768.280762
	Iteration 58Q: 3 clusters Score -2539032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2539036.250000 Penalty: 4768.280762
	Iteration 59Q: 3 clusters Score -2539036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2539039.500000 Penalty: 4768.280762
	Iteration 60F: 3 clusters Score -2539040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2539036.750000 Penalty: 4768.280762
	Iteration 61Q: 3 clusters Score -2539037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2539038.000000 Penalty: 4768.280762
	Iteration 62Q: 3 clusters Score -2539038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2539041.500000 Penalty: 4768.280762
	Iteration 63Q: 3 clusters Score -2539042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2539046.250000 Penalty: 4768.280762
	Iteration 64Q: 3 clusters Score -2539046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2539050.000000 Penalty: 4768.280762
	Iteration 65Q: 3 clusters Score -2539050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2539050.500000 Penalty: 4768.280762
	Iteration 66Q: 3 clusters Score -2539050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2539061.750000 Penalty: 4768.280762
	Iteration 67Q: 3 clusters Score -2539062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2539073.250000 Penalty: 4768.280762
	Iteration 68Q: 3 clusters Score -2539073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2539073.000000 Penalty: 4768.280762
	Iteration 69Q: 3 clusters Score -2539073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2539082.000000 Penalty: 4768.280762
	Iteration 70Q: 3 clusters Score -2539082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2539084.500000 Penalty: 4768.280762
	Iteration 71Q: 3 clusters Score -2539084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2539098.000000 Penalty: 4768.280762
	Iteration 72Q: 3 clusters Score -2539098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2539108.750000 Penalty: 4768.280762
	Iteration 73Q: 3 clusters Score -2539109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2539110.250000 Penalty: 4768.280762
	Iteration 74Q: 3 clusters Score -2539110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2539111.000000 Penalty: 4768.280762
	Iteration 75Q: 3 clusters Score -2539111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2539114.500000 Penalty: 4768.280762
	Iteration 76Q: 3 clusters Score -2539114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2539119.750000 Penalty: 4768.280762
	Iteration 77Q: 3 clusters Score -2539120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2539119.750000 Penalty: 4768.280762
	Iteration 78Q: 3 clusters Score -2539120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2539124.250000 Penalty: 4768.280762
	Iteration 79Q: 3 clusters Score -2539124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2539132.000000 Penalty: 4768.280762
	Iteration 80F: 3 clusters Score -2539132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2539138.750000 Penalty: 4768.280762
	Iteration 81Q: 3 clusters Score -2539139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2539158.000000 Penalty: 4768.280762
	Iteration 82Q: 3 clusters Score -2539158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2539174.250000 Penalty: 4768.280762
	Iteration 83Q: 3 clusters Score -2539174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2539185.500000 Penalty: 4768.280762
	Iteration 84Q: 3 clusters Score -2539186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2539191.500000 Penalty: 4768.280762
	Iteration 85Q: 3 clusters Score -2539192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2539213.750000 Penalty: 4768.280762
	Iteration 86Q: 3 clusters Score -2539214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2539229.000000 Penalty: 4768.280762
	Iteration 87Q: 3 clusters Score -2539229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2539240.250000 Penalty: 4768.280762
	Iteration 88Q: 3 clusters Score -2539240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2539250.250000 Penalty: 4768.280762
	Iteration 89Q: 3 clusters Score -2539250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2539262.250000 Penalty: 4768.280762
	Iteration 90Q: 3 clusters Score -2539262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2539271.000000 Penalty: 4768.280762
	Iteration 91Q: 3 clusters Score -2539271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2539276.250000 Penalty: 4768.280762
	Iteration 92Q: 3 clusters Score -2539276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2539277.250000 Penalty: 4768.280762
	Iteration 93Q: 3 clusters Score -2539277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2539284.750000 Penalty: 4768.280762
	Iteration 94Q: 3 clusters Score -2539285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2539285.500000 Penalty: 4768.280762
	Iteration 95Q: 3 clusters Score -2539286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2539291.750000 Penalty: 4768.280762
	Iteration 96Q: 3 clusters Score -2539292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2539296.000000 Penalty: 4768.280762
	Iteration 97Q: 3 clusters Score -2539296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2539297.500000 Penalty: 4768.280762
	Iteration 98Q: 3 clusters Score -2539298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2539304.500000 Penalty: 4768.280762
	Iteration 99Q: 3 clusters Score -2539304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2539301.500000 Penalty: 4768.280762
	Iteration 100F: 3 clusters Score -2539302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2539308.250000 Penalty: 4768.280762
	Iteration 101Q: 3 clusters Score -2539308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2539308.000000 Penalty: 4768.280762
	Iteration 102Q: 3 clusters Score -2539308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2539312.750000 Penalty: 4768.280762
	Iteration 103Q: 3 clusters Score -2539313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2539310.250000 Penalty: 4768.280762
	Iteration 104Q: 3 clusters Score -2539310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2539314.500000 Penalty: 4768.280762
	Iteration 105Q: 3 clusters Score -2539314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2539313.500000 Penalty: 4768.280762
	Iteration 106Q: 3 clusters Score -2539314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2539314.000000 Penalty: 4768.280762
	Iteration 107Q: 3 clusters Score -2539314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2539324.750000 Penalty: 4768.280762
	Iteration 108Q: 3 clusters Score -2539325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2539324.500000 Penalty: 4768.280762
	Iteration 109Q: 3 clusters Score -2539324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2539323.750000 Penalty: 4768.280762
	Iteration 110Q: 3 clusters Score -2539324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2539326.250000 Penalty: 4768.280762
	Iteration 111Q: 3 clusters Score -2539326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2539324.500000 Penalty: 4768.280762
	Iteration 112Q: 3 clusters Score -2539324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2539330.500000 Penalty: 4768.280762
	Iteration 113Q: 3 clusters Score -2539330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2539327.250000 Penalty: 4768.280762
	Iteration 114Q: 3 clusters Score -2539327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2539333.250000 Penalty: 4768.280762
	Iteration 115Q: 3 clusters Score -2539333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2539336.000000 Penalty: 4768.280762
	Iteration 116Q: 3 clusters Score -2539336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2539338.250000 Penalty: 4768.280762
	Iteration 117Q: 3 clusters Score -2539338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2539342.750000 Penalty: 4768.280762
	Iteration 118Q: 3 clusters Score -2539343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2539339.750000 Penalty: 4768.280762
	Iteration 119Q: 3 clusters Score -2539340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2539342.500000 Penalty: 4768.280762
	Iteration 120F: 3 clusters Score -2539342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2539341.250000 Penalty: 4768.280762
	Iteration 121Q: 3 clusters Score -2539341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2539340.500000 Penalty: 4768.280762
	Iteration 122Q: 3 clusters Score -2539340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2539341.500000 Penalty: 4768.280762
	Iteration 123Q: 3 clusters Score -2539342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2539341.750000 Penalty: 4768.280762
	Iteration 124Q: 3 clusters Score -2539342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2539343.000000 Penalty: 4768.280762
	Iteration 125Q: 3 clusters Score -2539343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2539340.250000 Penalty: 4768.280762
	Iteration 126Q: 3 clusters Score -2539340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2539340.250000 Penalty: 4768.280762
	Iteration 127F: 3 clusters Score -2539340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -704111.500000 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -704111.5 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 2092 members 
Entering Unmasked Estep 
Score: -700016.625000 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -700016.6 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -701027.687500 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -701027.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -701389.687500 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -701389.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -701673.437500 Penalty: 4148.680176
	Iteration 3F: 3 clusters Score -701673.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -701984.937500 Penalty: 4148.680176
	Iteration 4F: 3 clusters Score -701984.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -702341.250000 Penalty: 4148.680176
	Iteration 5F: 3 clusters Score -702341.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -702684.000000 Penalty: 4148.680176
	Iteration 6F: 3 clusters Score -702684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -702993.187500 Penalty: 4148.680176
	Iteration 7F: 3 clusters Score -702993.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -703254.437500 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -703254.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -703478.562500 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -703478.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -703656.562500 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -703656.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -703759.750000 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -703759.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -703839.187500 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -703839.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -703876.500000 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -703876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -703916.875000 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -703916.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -703947.562500 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -703947.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -703981.562500 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -703981.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -704025.062500 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -704025.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -704070.250000 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -704070.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -704094.687500 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -704094.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -704111.000000 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -704111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -704123.625000 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -704123.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -704129.437500 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -704129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -704138.937500 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -704138.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -704145.562500 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -704145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -704148.000000 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -704148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -704150.875000 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -704150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -704151.687500 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -704151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -704151.937500 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -704151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -704153.500000 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -704153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -704153.562500 Penalty: 4148.680176
	Iteration 30Q: 3 clusters Score -704153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -704153.562500 Penalty: 4148.680176
	Iteration 31Q: 3 clusters Score -704153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -704157.125000 Penalty: 4148.680176
	Iteration 32Q: 3 clusters Score -704157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -704155.937500 Penalty: 4148.680176
	Iteration 33Q: 3 clusters Score -704155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -704156.750000 Penalty: 4148.680176
	Iteration 34Q: 3 clusters Score -704156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -704156.750000 Penalty: 4148.680176
	Iteration 35F: 3 clusters Score -704156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 50684 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 1670 members 
Entering Unmasked Estep 
Score: -117270744.000000 Penalty: 196633.375000
Splitting cluster 8 changes total score from -117272008.000000 to -117270744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157918.687500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -156079.625000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -156079.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156305.531250 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -156305.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156371.218750 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -156371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -156408.718750 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -156408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -156428.281250 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -156428.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -156445.140625 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156457.187500 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156466.250000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -156480.750000 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156488.296875 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156492.218750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156494.765625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -156494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156499.953125 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -156500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156503.390625 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -156503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156503.734375 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -156503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156503.734375 Penalty: 3376.735596
	Iteration 15F: 3 clusters Score -156503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Entering Unmasked Estep 
Score: -5794222.500000 Penalty: 2576.356445
	Iteration 0F: 2 clusters Score -5794222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5772162.500000 Penalty: 5152.712891
	Iteration 0F: 3 clusters Score -5772162 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5780421.500000 Penalty: 5152.712891
	Iteration 1F: 3 clusters Score -5780422 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5781539.000000 Penalty: 5152.712891
	Iteration 2F: 3 clusters Score -5781539 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -5783358.000000 Penalty: 5152.712891
	Iteration 3F: 3 clusters Score -5783358 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5785896.000000 Penalty: 5152.712891
	Iteration 4F: 3 clusters Score -5785896 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5788294.500000 Penalty: 5152.712891
	Iteration 5F: 3 clusters Score -5788294 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -5790138.500000 Penalty: 5152.712891
	Iteration 6F: 3 clusters Score -5790138 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -5791268.500000 Penalty: 5152.712891
	Iteration 7F: 3 clusters Score -5791268 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5791928.000000 Penalty: 5152.712891
	Iteration 8Q: 3 clusters Score -5791928 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5792414.500000 Penalty: 5152.712891
	Iteration 9Q: 3 clusters Score -5792414 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -5792703.500000 Penalty: 5152.712891
	Iteration 10Q: 3 clusters Score -5792704 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5792887.000000 Penalty: 5152.712891
	Iteration 11Q: 3 clusters Score -5792887 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5793010.000000 Penalty: 5152.712891
	Iteration 12Q: 3 clusters Score -5793010 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5793087.000000 Penalty: 5152.712891
	Iteration 13Q: 3 clusters Score -5793087 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5793159.000000 Penalty: 5152.712891
	Iteration 14Q: 3 clusters Score -5793159 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5793179.500000 Penalty: 5152.712891
	Iteration 15Q: 3 clusters Score -5793180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5793212.500000 Penalty: 5152.712891
	Iteration 16Q: 3 clusters Score -5793212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5793246.000000 Penalty: 5152.712891
	Iteration 17Q: 3 clusters Score -5793246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5793262.000000 Penalty: 5152.712891
	Iteration 18Q: 3 clusters Score -5793262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5793264.000000 Penalty: 5152.712891
	Iteration 19Q: 3 clusters Score -5793264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5793270.500000 Penalty: 5152.712891
	Iteration 20F: 3 clusters Score -5793270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -5793259.500000 Penalty: 5152.712891
	Iteration 21Q: 3 clusters Score -5793260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5793261.000000 Penalty: 5152.712891
	Iteration 22Q: 3 clusters Score -5793261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5793265.500000 Penalty: 5152.712891
	Iteration 23Q: 3 clusters Score -5793266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5793275.500000 Penalty: 5152.712891
	Iteration 24Q: 3 clusters Score -5793276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5793287.000000 Penalty: 5152.712891
	Iteration 25Q: 3 clusters Score -5793287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5793295.500000 Penalty: 5152.712891
	Iteration 26Q: 3 clusters Score -5793296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 27Q: 3 clusters Score -5793303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5793297.500000 Penalty: 5152.712891
	Iteration 28Q: 3 clusters Score -5793298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5793304.000000 Penalty: 5152.712891
	Iteration 29Q: 3 clusters Score -5793304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5793289.000000 Penalty: 5152.712891
	Iteration 30Q: 3 clusters Score -5793289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5793302.500000 Penalty: 5152.712891
	Iteration 31Q: 3 clusters Score -5793302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5793302.000000 Penalty: 5152.712891
	Iteration 32Q: 3 clusters Score -5793302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5793321.000000 Penalty: 5152.712891
	Iteration 33Q: 3 clusters Score -5793321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5793314.500000 Penalty: 5152.712891
	Iteration 34Q: 3 clusters Score -5793314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 35Q: 3 clusters Score -5793303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5793301.000000 Penalty: 5152.712891
	Iteration 36Q: 3 clusters Score -5793301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5793307.500000 Penalty: 5152.712891
	Iteration 37Q: 3 clusters Score -5793308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 38Q: 3 clusters Score -5793303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5793305.500000 Penalty: 5152.712891
	Iteration 39Q: 3 clusters Score -5793306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5793304.000000 Penalty: 5152.712891
	Iteration 40F: 3 clusters Score -5793304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5793304.000000 Penalty: 5152.712891
	Iteration 41Q: 3 clusters Score -5793304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5793302.500000 Penalty: 5152.712891
	Iteration 42Q: 3 clusters Score -5793302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5793300.500000 Penalty: 5152.712891
	Iteration 43Q: 3 clusters Score -5793300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5793289.000000 Penalty: 5152.712891
	Iteration 44Q: 3 clusters Score -5793289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5793297.000000 Penalty: 5152.712891
	Iteration 45Q: 3 clusters Score -5793297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5793307.500000 Penalty: 5152.712891
	Iteration 46Q: 3 clusters Score -5793308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5793298.500000 Penalty: 5152.712891
	Iteration 47Q: 3 clusters Score -5793298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 48Q: 3 clusters Score -5793303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 49Q: 3 clusters Score -5793303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5793303.000000 Penalty: 5152.712891
	Iteration 50F: 3 clusters Score -5793303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -868221.312500 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -868221.3 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 2730 members 
Entering Unmasked Estep 
Score: -863598.812500 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -863598.8 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -865397.875000 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -865397.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -866418.375000 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -866418.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -867241.187500 Penalty: 4259.937012
	Iteration 3F: 3 clusters Score -867241.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -867745.875000 Penalty: 4259.937012
	Iteration 4F: 3 clusters Score -867745.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -868023.062500 Penalty: 4259.937012
	Iteration 5F: 3 clusters Score -868023.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -868178.687500 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -868178.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -868255.000000 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -868255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -868313.750000 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -868313.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -868381.000000 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -868381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -868444.250000 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -868444.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -868502.312500 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -868502.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -868541.687500 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -868541.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -868568.875000 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -868568.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -868581.437500 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -868581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -868590.812500 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -868590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -868598.375000 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -868598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -868603.187500 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -868603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -868604.375000 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -868604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -868604.750000 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -868604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -868607.187500 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -868607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -868606.937500 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -868606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -868607.687500 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -868607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -868608.375000 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -868608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -868609.937500 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -868609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -868611.937500 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -868611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -868610.187500 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -868610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -868611.750000 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -868611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -868611.750000 Penalty: 4259.937012
	Iteration 28F: 3 clusters Score -868611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 50684 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 2514 members 
Entering Unmasked Estep 
Score: -117271256.000000 Penalty: 196633.375000
Splitting cluster 11 changes total score from -117272008.000000 to -117271256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49009.632812 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49009.63 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49670.644531 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49670.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49918.035156 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49918.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50288.488281 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -50288.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50349.246094 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -50349.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50402.976562 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50402.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50432.445312 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50432.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50432.445312 Penalty: 2924.988281
	Iteration 7F: 3 clusters Score -50432.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 121 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 50684 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 243 members 
Entering Unmasked Estep 
Score: -117270352.000000 Penalty: 196633.375000
Splitting cluster 12 changes total score from -117272008.000000 to -117270352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -542057.562500 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -542057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -538649.062500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -538649.1 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -539375.375000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -539375.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -539616.812500 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -539616.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -539802.187500 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -539802.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -540000.125000 Penalty: 4005.334717
	Iteration 4F: 3 clusters Score -540000.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -540193.125000 Penalty: 4005.334717
	Iteration 5F: 3 clusters Score -540193.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -540352.437500 Penalty: 4005.334717
	Iteration 6F: 3 clusters Score -540352.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -540464.187500 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -540464.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -540547.625000 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -540547.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -540617.500000 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -540617.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -540660.562500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -540660.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -540694.187500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -540694.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -540722.562500 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -540722.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -540739.312500 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -540739.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -540752.062500 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -540752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -540762.500000 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -540762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -540769.687500 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -540769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -540776.187500 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -540776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -540784.250000 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -540784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -540791.687500 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -540791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -540795.000000 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -540795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -540799.937500 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -540799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -540802.625000 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -540802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -540803.437500 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -540803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -540806.125000 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -540806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -540809.375000 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -540809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -540810.500000 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -540810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -540810.312500 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -540810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -540810.312500 Penalty: 4005.334717
	Iteration 28F: 3 clusters Score -540810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -74652.781250 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -74652.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73223.445312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -73223.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73419.640625 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -73419.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73521.460938 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -73521.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73571.578125 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -73571.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73645.695312 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -73645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73682.062500 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -73682.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73735.773438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -73735.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73776.578125 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -73776.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73831.687500 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -73831.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73874.398438 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -73874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73935.507812 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -73935.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73962.289062 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -73962.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73967.226562 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -73967.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73973.234375 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -73973.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74002.796875 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -74002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74005.507812 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -74005.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -74012.960938 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -74012.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -74014.031250 Penalty: 3067.337891
	Iteration 17F: 3 clusters Score -74014.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74015.601562 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -74015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74015.601562 Penalty: 3067.337891
	Iteration 19F: 3 clusters Score -74015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -46300.527344 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -46300.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45062.882812 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -45062.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45297.585938 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -45297.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45423.421875 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -45423.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45583.132812 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -45583.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45683.859375 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -45683.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45779.707031 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -45779.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45878.421875 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -45878.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46011.511719 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -46011.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46083.632812 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -46083.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46255.574219 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -46255.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46351.992188 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -46351.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46447.042969 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -46447.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46647.085938 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -46647.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46741.542969 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -46741.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46752.886719 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -46752.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46788.863281 Penalty: 2934.436279
	Iteration 15F: 3 clusters Score -46788.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46902.835938 Penalty: 2934.436279
	Iteration 16Q: 3 clusters Score -46902.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46929.902344 Penalty: 2934.436279
	Iteration 17Q: 3 clusters Score -46929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46934.484375 Penalty: 2934.436279
	Iteration 18Q: 3 clusters Score -46934.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46937.855469 Penalty: 2934.436279
	Iteration 19Q: 3 clusters Score -46937.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46944.214844 Penalty: 2934.436279
	Iteration 20F: 3 clusters Score -46944.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46947.566406 Penalty: 2934.436279
	Iteration 21Q: 3 clusters Score -46947.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46947.566406 Penalty: 2934.436279
	Iteration 22F: 3 clusters Score -46947.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 50684 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 200 members 
Entering Unmasked Estep 
Score: -117270856.000000 Penalty: 196633.375000
Splitting cluster 15 changes total score from -117272008.000000 to -117270856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (11979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Entering Unmasked Estep 
Score: -2099110.750000 Penalty: 2328.945801
	Iteration 0F: 2 clusters Score -2099111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2090239.500000 Penalty: 4657.891602
	Iteration 0F: 3 clusters Score -2090240 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2093310.250000 Penalty: 4657.891602
	Iteration 1F: 3 clusters Score -2093310 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2093892.750000 Penalty: 4657.891602
	Iteration 2F: 3 clusters Score -2093893 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2094413.250000 Penalty: 4657.891602
	Iteration 3F: 3 clusters Score -2094413 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2094961.125000 Penalty: 4657.891602
	Iteration 4F: 3 clusters Score -2094961 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2095416.000000 Penalty: 4657.891602
	Iteration 5F: 3 clusters Score -2095416 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2095759.875000 Penalty: 4657.891602
	Iteration 6Q: 3 clusters Score -2095760 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2095986.125000 Penalty: 4657.891602
	Iteration 7Q: 3 clusters Score -2095986 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2096145.250000 Penalty: 4657.891602
	Iteration 8Q: 3 clusters Score -2096145 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2096258.125000 Penalty: 4657.891602
	Iteration 9Q: 3 clusters Score -2096258 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2096351.125000 Penalty: 4657.891602
	Iteration 10Q: 3 clusters Score -2096351 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2096425.000000 Penalty: 4657.891602
	Iteration 11Q: 3 clusters Score -2096425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2096476.375000 Penalty: 4657.891602
	Iteration 12Q: 3 clusters Score -2096476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2096528.250000 Penalty: 4657.891602
	Iteration 13Q: 3 clusters Score -2096528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2096568.625000 Penalty: 4657.891602
	Iteration 14Q: 3 clusters Score -2096569 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2096623.875000 Penalty: 4657.891602
	Iteration 15Q: 3 clusters Score -2096624 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2096679.250000 Penalty: 4657.891602
	Iteration 16Q: 3 clusters Score -2096679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2096737.625000 Penalty: 4657.891602
	Iteration 17Q: 3 clusters Score -2096738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2096781.000000 Penalty: 4657.891602
	Iteration 18Q: 3 clusters Score -2096781 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2096828.250000 Penalty: 4657.891602
	Iteration 19Q: 3 clusters Score -2096828 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2096870.375000 Penalty: 4657.891602
	Iteration 20F: 3 clusters Score -2096870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2096906.875000 Penalty: 4657.891602
	Iteration 21Q: 3 clusters Score -2096907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2096929.500000 Penalty: 4657.891602
	Iteration 22Q: 3 clusters Score -2096930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2096969.000000 Penalty: 4657.891602
	Iteration 23Q: 3 clusters Score -2096969 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2096987.125000 Penalty: 4657.891602
	Iteration 24Q: 3 clusters Score -2096987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2097005.375000 Penalty: 4657.891602
	Iteration 25Q: 3 clusters Score -2097005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2097029.125000 Penalty: 4657.891602
	Iteration 26Q: 3 clusters Score -2097029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2097039.000000 Penalty: 4657.891602
	Iteration 27Q: 3 clusters Score -2097039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2097052.000000 Penalty: 4657.891602
	Iteration 28Q: 3 clusters Score -2097052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2097065.250000 Penalty: 4657.891602
	Iteration 29Q: 3 clusters Score -2097065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2097073.625000 Penalty: 4657.891602
	Iteration 30Q: 3 clusters Score -2097074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2097082.500000 Penalty: 4657.891602
	Iteration 31Q: 3 clusters Score -2097082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2097088.750000 Penalty: 4657.891602
	Iteration 32Q: 3 clusters Score -2097089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2097100.875000 Penalty: 4657.891602
	Iteration 33Q: 3 clusters Score -2097101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2097107.125000 Penalty: 4657.891602
	Iteration 34Q: 3 clusters Score -2097107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2097116.500000 Penalty: 4657.891602
	Iteration 35Q: 3 clusters Score -2097116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2097128.500000 Penalty: 4657.891602
	Iteration 36Q: 3 clusters Score -2097128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2097136.500000 Penalty: 4657.891602
	Iteration 37Q: 3 clusters Score -2097136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2097148.625000 Penalty: 4657.891602
	Iteration 38Q: 3 clusters Score -2097149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2097154.250000 Penalty: 4657.891602
	Iteration 39Q: 3 clusters Score -2097154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2097164.000000 Penalty: 4657.891602
	Iteration 40F: 3 clusters Score -2097164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2097169.500000 Penalty: 4657.891602
	Iteration 41Q: 3 clusters Score -2097170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2097179.000000 Penalty: 4657.891602
	Iteration 42Q: 3 clusters Score -2097179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2097177.500000 Penalty: 4657.891602
	Iteration 43Q: 3 clusters Score -2097178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2097178.000000 Penalty: 4657.891602
	Iteration 44Q: 3 clusters Score -2097178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2097184.000000 Penalty: 4657.891602
	Iteration 45Q: 3 clusters Score -2097184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2097185.500000 Penalty: 4657.891602
	Iteration 46Q: 3 clusters Score -2097186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2097185.750000 Penalty: 4657.891602
	Iteration 47Q: 3 clusters Score -2097186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2097189.750000 Penalty: 4657.891602
	Iteration 48Q: 3 clusters Score -2097190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2097190.250000 Penalty: 4657.891602
	Iteration 49Q: 3 clusters Score -2097190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2097195.500000 Penalty: 4657.891602
	Iteration 50Q: 3 clusters Score -2097196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2097196.250000 Penalty: 4657.891602
	Iteration 51Q: 3 clusters Score -2097196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2097197.250000 Penalty: 4657.891602
	Iteration 52Q: 3 clusters Score -2097197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2097205.250000 Penalty: 4657.891602
	Iteration 53Q: 3 clusters Score -2097205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2097208.500000 Penalty: 4657.891602
	Iteration 54Q: 3 clusters Score -2097208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2097209.250000 Penalty: 4657.891602
	Iteration 55Q: 3 clusters Score -2097209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2097210.750000 Penalty: 4657.891602
	Iteration 56Q: 3 clusters Score -2097211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2097212.250000 Penalty: 4657.891602
	Iteration 57Q: 3 clusters Score -2097212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2097213.000000 Penalty: 4657.891602
	Iteration 58Q: 3 clusters Score -2097213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2097218.250000 Penalty: 4657.891602
	Iteration 59Q: 3 clusters Score -2097218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2097218.750000 Penalty: 4657.891602
	Iteration 60F: 3 clusters Score -2097219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2097221.000000 Penalty: 4657.891602
	Iteration 61Q: 3 clusters Score -2097221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2097223.750000 Penalty: 4657.891602
	Iteration 62Q: 3 clusters Score -2097224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2097224.750000 Penalty: 4657.891602
	Iteration 63Q: 3 clusters Score -2097225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2097224.750000 Penalty: 4657.891602
	Iteration 64Q: 3 clusters Score -2097225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2097224.000000 Penalty: 4657.891602
	Iteration 65Q: 3 clusters Score -2097224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2097222.000000 Penalty: 4657.891602
	Iteration 66Q: 3 clusters Score -2097222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2097222.000000 Penalty: 4657.891602
	Iteration 67F: 3 clusters Score -2097222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -1540430.125000 Penalty: 2251.699707
	Iteration 0F: 2 clusters Score -1540430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1533570.875000 Penalty: 4503.399414
	Iteration 0F: 3 clusters Score -1533571 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1535579.750000 Penalty: 4503.399414
	Iteration 1F: 3 clusters Score -1535580 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1535932.250000 Penalty: 4503.399414
	Iteration 2F: 3 clusters Score -1535932 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1536215.500000 Penalty: 4503.399414
	Iteration 3F: 3 clusters Score -1536216 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1536443.500000 Penalty: 4503.399414
	Iteration 4Q: 3 clusters Score -1536444 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1536667.500000 Penalty: 4503.399414
	Iteration 5Q: 3 clusters Score -1536668 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1536850.500000 Penalty: 4503.399414
	Iteration 6Q: 3 clusters Score -1536850 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1537055.000000 Penalty: 4503.399414
	Iteration 7Q: 3 clusters Score -1537055 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1537292.750000 Penalty: 4503.399414
	Iteration 8Q: 3 clusters Score -1537293 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1537524.750000 Penalty: 4503.399414
	Iteration 9Q: 3 clusters Score -1537525 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1537734.125000 Penalty: 4503.399414
	Iteration 10Q: 3 clusters Score -1537734 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1537907.750000 Penalty: 4503.399414
	Iteration 11Q: 3 clusters Score -1537908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1538079.625000 Penalty: 4503.399414
	Iteration 12Q: 3 clusters Score -1538080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1538225.750000 Penalty: 4503.399414
	Iteration 13Q: 3 clusters Score -1538226 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1538325.250000 Penalty: 4503.399414
	Iteration 14Q: 3 clusters Score -1538325 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1538409.250000 Penalty: 4503.399414
	Iteration 15Q: 3 clusters Score -1538409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1538496.125000 Penalty: 4503.399414
	Iteration 16Q: 3 clusters Score -1538496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1538570.250000 Penalty: 4503.399414
	Iteration 17Q: 3 clusters Score -1538570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1538637.625000 Penalty: 4503.399414
	Iteration 18Q: 3 clusters Score -1538638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1538690.875000 Penalty: 4503.399414
	Iteration 19Q: 3 clusters Score -1538691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1538746.750000 Penalty: 4503.399414
	Iteration 20F: 3 clusters Score -1538747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1538807.250000 Penalty: 4503.399414
	Iteration 21Q: 3 clusters Score -1538807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1538868.250000 Penalty: 4503.399414
	Iteration 22Q: 3 clusters Score -1538868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1538925.000000 Penalty: 4503.399414
	Iteration 23Q: 3 clusters Score -1538925 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1538989.000000 Penalty: 4503.399414
	Iteration 24Q: 3 clusters Score -1538989 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1539040.625000 Penalty: 4503.399414
	Iteration 25Q: 3 clusters Score -1539041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1539083.875000 Penalty: 4503.399414
	Iteration 26Q: 3 clusters Score -1539084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1539115.625000 Penalty: 4503.399414
	Iteration 27Q: 3 clusters Score -1539116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1539134.125000 Penalty: 4503.399414
	Iteration 28Q: 3 clusters Score -1539134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1539144.875000 Penalty: 4503.399414
	Iteration 29Q: 3 clusters Score -1539145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1539153.000000 Penalty: 4503.399414
	Iteration 30Q: 3 clusters Score -1539153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1539155.500000 Penalty: 4503.399414
	Iteration 31Q: 3 clusters Score -1539156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1539158.250000 Penalty: 4503.399414
	Iteration 32Q: 3 clusters Score -1539158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1539163.250000 Penalty: 4503.399414
	Iteration 33Q: 3 clusters Score -1539163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1539168.750000 Penalty: 4503.399414
	Iteration 34Q: 3 clusters Score -1539169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1539168.875000 Penalty: 4503.399414
	Iteration 35Q: 3 clusters Score -1539169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1539173.250000 Penalty: 4503.399414
	Iteration 36Q: 3 clusters Score -1539173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1539171.625000 Penalty: 4503.399414
	Iteration 37Q: 3 clusters Score -1539172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1539171.625000 Penalty: 4503.399414
	Iteration 38F: 3 clusters Score -1539172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1975771.625000 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1975772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1967457.375000 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1967457 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1970151.125000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1970151 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1970833.625000 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1970834 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1971989.500000 Penalty: 4629.913574
	Iteration 3F: 3 clusters Score -1971990 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1973459.000000 Penalty: 4629.913574
	Iteration 4F: 3 clusters Score -1973459 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1974670.375000 Penalty: 4629.913574
	Iteration 5F: 3 clusters Score -1974670 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1975432.250000 Penalty: 4629.913574
	Iteration 6F: 3 clusters Score -1975432 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1975805.750000 Penalty: 4629.913574
	Iteration 7Q: 3 clusters Score -1975806 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1975998.000000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1975998 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1976085.625000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1976086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1976139.500000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1976140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1976172.125000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1976172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1976211.375000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1976211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1976239.625000 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1976240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1976255.125000 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1976255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1976259.000000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1976259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1976279.375000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1976279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1976291.875000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1976292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1976296.875000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1976297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1976303.875000 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1976304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1976316.125000 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1976316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1976319.625000 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1976320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1976320.375000 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1976320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1976328.375000 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1976328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1976339.125000 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1976339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1976345.875000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1976346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1976356.000000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1976356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1976356.500000 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1976356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1976364.750000 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1976365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1976365.375000 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1976365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1976369.000000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1976369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1976373.000000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1976373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1976378.250000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1976378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1976375.625000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1976376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1976377.125000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1976377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1976376.125000 Penalty: 4629.913574
	Iteration 35Q: 3 clusters Score -1976376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1976376.000000 Penalty: 4629.913574
	Iteration 36Q: 3 clusters Score -1976376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1976373.125000 Penalty: 4629.913574
	Iteration 37Q: 3 clusters Score -1976373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1976373.125000 Penalty: 4629.913574
	Iteration 38F: 3 clusters Score -1976373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 50684 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 6426 members 
Entering Unmasked Estep 
Score: -117271280.000000 Penalty: 196633.375000
Splitting cluster 18 changes total score from -117272008.000000 to -117271280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (38067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Entering Unmasked Estep 
Score: -6429746.500000 Penalty: 2615.681641
	Iteration 0F: 2 clusters Score -6429746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -6404342.000000 Penalty: 5231.363281
	Iteration 0F: 3 clusters Score -6404342 nChanged 17398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6414002.500000 Penalty: 5231.363281
	Iteration 1F: 3 clusters Score -6414002 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6414619.500000 Penalty: 5231.363281
	Iteration 2Q: 3 clusters Score -6414620 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -6415316.000000 Penalty: 5231.363281
	Iteration 3Q: 3 clusters Score -6415316 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -6416037.500000 Penalty: 5231.363281
	Iteration 4Q: 3 clusters Score -6416038 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6417071.000000 Penalty: 5231.363281
	Iteration 5F: 3 clusters Score -6417071 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -6418377.000000 Penalty: 5231.363281
	Iteration 6F: 3 clusters Score -6418377 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -6419695.000000 Penalty: 5231.363281
	Iteration 7F: 3 clusters Score -6419695 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -6420999.500000 Penalty: 5231.363281
	Iteration 8F: 3 clusters Score -6421000 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6422029.500000 Penalty: 5231.363281
	Iteration 9F: 3 clusters Score -6422030 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -6422777.000000 Penalty: 5231.363281
	Iteration 10Q: 3 clusters Score -6422777 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -6423384.500000 Penalty: 5231.363281
	Iteration 11Q: 3 clusters Score -6423384 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -6423970.500000 Penalty: 5231.363281
	Iteration 12Q: 3 clusters Score -6423970 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -6424439.500000 Penalty: 5231.363281
	Iteration 13Q: 3 clusters Score -6424440 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -6424868.500000 Penalty: 5231.363281
	Iteration 14Q: 3 clusters Score -6424868 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6425249.500000 Penalty: 5231.363281
	Iteration 15Q: 3 clusters Score -6425250 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -6425608.500000 Penalty: 5231.363281
	Iteration 16Q: 3 clusters Score -6425608 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -6425967.000000 Penalty: 5231.363281
	Iteration 17Q: 3 clusters Score -6425967 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6426263.500000 Penalty: 5231.363281
	Iteration 18Q: 3 clusters Score -6426264 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6426533.500000 Penalty: 5231.363281
	Iteration 19Q: 3 clusters Score -6426534 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6426760.500000 Penalty: 5231.363281
	Iteration 20F: 3 clusters Score -6426760 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6426974.500000 Penalty: 5231.363281
	Iteration 21Q: 3 clusters Score -6426974 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6427149.500000 Penalty: 5231.363281
	Iteration 22Q: 3 clusters Score -6427150 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6427250.000000 Penalty: 5231.363281
	Iteration 23Q: 3 clusters Score -6427250 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6427377.000000 Penalty: 5231.363281
	Iteration 24Q: 3 clusters Score -6427377 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6427469.000000 Penalty: 5231.363281
	Iteration 25Q: 3 clusters Score -6427469 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6427556.500000 Penalty: 5231.363281
	Iteration 26Q: 3 clusters Score -6427556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6427602.000000 Penalty: 5231.363281
	Iteration 27Q: 3 clusters Score -6427602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6427670.000000 Penalty: 5231.363281
	Iteration 28Q: 3 clusters Score -6427670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6427705.000000 Penalty: 5231.363281
	Iteration 29Q: 3 clusters Score -6427705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6427726.500000 Penalty: 5231.363281
	Iteration 30Q: 3 clusters Score -6427726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6427746.500000 Penalty: 5231.363281
	Iteration 31Q: 3 clusters Score -6427746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6427763.500000 Penalty: 5231.363281
	Iteration 32Q: 3 clusters Score -6427764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6427796.500000 Penalty: 5231.363281
	Iteration 33Q: 3 clusters Score -6427796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6427789.000000 Penalty: 5231.363281
	Iteration 34Q: 3 clusters Score -6427789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6427813.500000 Penalty: 5231.363281
	Iteration 35Q: 3 clusters Score -6427814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6427813.500000 Penalty: 5231.363281
	Iteration 36Q: 3 clusters Score -6427814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6427819.000000 Penalty: 5231.363281
	Iteration 37Q: 3 clusters Score -6427819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6427836.000000 Penalty: 5231.363281
	Iteration 38Q: 3 clusters Score -6427836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6427828.500000 Penalty: 5231.363281
	Iteration 39Q: 3 clusters Score -6427828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6427847.500000 Penalty: 5231.363281
	Iteration 40F: 3 clusters Score -6427848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6427850.500000 Penalty: 5231.363281
	Iteration 41Q: 3 clusters Score -6427850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6427866.500000 Penalty: 5231.363281
	Iteration 42Q: 3 clusters Score -6427866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6427873.500000 Penalty: 5231.363281
	Iteration 43Q: 3 clusters Score -6427874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6427889.500000 Penalty: 5231.363281
	Iteration 44Q: 3 clusters Score -6427890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6427907.500000 Penalty: 5231.363281
	Iteration 45Q: 3 clusters Score -6427908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6427920.500000 Penalty: 5231.363281
	Iteration 46Q: 3 clusters Score -6427920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6427923.000000 Penalty: 5231.363281
	Iteration 47Q: 3 clusters Score -6427923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6427932.000000 Penalty: 5231.363281
	Iteration 48Q: 3 clusters Score -6427932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6427937.500000 Penalty: 5231.363281
	Iteration 49Q: 3 clusters Score -6427938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6427927.000000 Penalty: 5231.363281
	Iteration 50Q: 3 clusters Score -6427927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6427938.500000 Penalty: 5231.363281
	Iteration 51Q: 3 clusters Score -6427938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6427932.500000 Penalty: 5231.363281
	Iteration 52Q: 3 clusters Score -6427932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6427947.500000 Penalty: 5231.363281
	Iteration 53Q: 3 clusters Score -6427948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6427947.000000 Penalty: 5231.363281
	Iteration 54Q: 3 clusters Score -6427947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6427957.000000 Penalty: 5231.363281
	Iteration 55Q: 3 clusters Score -6427957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6427959.500000 Penalty: 5231.363281
	Iteration 56Q: 3 clusters Score -6427960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6427954.000000 Penalty: 5231.363281
	Iteration 57Q: 3 clusters Score -6427954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6427945.000000 Penalty: 5231.363281
	Iteration 58Q: 3 clusters Score -6427945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6427958.000000 Penalty: 5231.363281
	Iteration 59Q: 3 clusters Score -6427958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6427952.000000 Penalty: 5231.363281
	Iteration 60F: 3 clusters Score -6427952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6427955.500000 Penalty: 5231.363281
	Iteration 61Q: 3 clusters Score -6427956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6427961.500000 Penalty: 5231.363281
	Iteration 62Q: 3 clusters Score -6427962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6427963.000000 Penalty: 5231.363281
	Iteration 63Q: 3 clusters Score -6427963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6427945.500000 Penalty: 5231.363281
	Iteration 64Q: 3 clusters Score -6427946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6427944.500000 Penalty: 5231.363281
	Iteration 65Q: 3 clusters Score -6427944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6427962.000000 Penalty: 5231.363281
	Iteration 66Q: 3 clusters Score -6427962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6427962.000000 Penalty: 5231.363281
	Iteration 67F: 3 clusters Score -6427962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Entering Unmasked Estep 
Score: -8717537.000000 Penalty: 2686.674561
	Iteration 0F: 2 clusters Score -8717537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8686500.000000 Penalty: 5373.349121
	Iteration 0F: 3 clusters Score -8686500 nChanged 23363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -8699398.000000 Penalty: 5373.349121
	Iteration 1F: 3 clusters Score -8699398 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -8700198.000000 Penalty: 5373.349121
	Iteration 2Q: 3 clusters Score -8700198 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8701090.000000 Penalty: 5373.349121
	Iteration 3Q: 3 clusters Score -8701090 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8702358.000000 Penalty: 5373.349121
	Iteration 4Q: 3 clusters Score -8702358 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8704371.000000 Penalty: 5373.349121
	Iteration 5F: 3 clusters Score -8704371 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -8707098.000000 Penalty: 5373.349121
	Iteration 6F: 3 clusters Score -8707098 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -8709787.000000 Penalty: 5373.349121
	Iteration 7F: 3 clusters Score -8709787 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8712093.000000 Penalty: 5373.349121
	Iteration 8F: 3 clusters Score -8712093 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -8713724.000000 Penalty: 5373.349121
	Iteration 9F: 3 clusters Score -8713724 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -8714893.000000 Penalty: 5373.349121
	Iteration 10Q: 3 clusters Score -8714893 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -8715678.000000 Penalty: 5373.349121
	Iteration 11Q: 3 clusters Score -8715678 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -8716254.000000 Penalty: 5373.349121
	Iteration 12Q: 3 clusters Score -8716254 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8716744.000000 Penalty: 5373.349121
	Iteration 13Q: 3 clusters Score -8716744 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8717144.000000 Penalty: 5373.349121
	Iteration 14Q: 3 clusters Score -8717144 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -8717493.000000 Penalty: 5373.349121
	Iteration 15Q: 3 clusters Score -8717493 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -8717773.000000 Penalty: 5373.349121
	Iteration 16Q: 3 clusters Score -8717773 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8717989.000000 Penalty: 5373.349121
	Iteration 17Q: 3 clusters Score -8717989 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -8718169.000000 Penalty: 5373.349121
	Iteration 18Q: 3 clusters Score -8718169 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -8718315.000000 Penalty: 5373.349121
	Iteration 19Q: 3 clusters Score -8718315 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -8718399.000000 Penalty: 5373.349121
	Iteration 20F: 3 clusters Score -8718399 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -8718408.000000 Penalty: 5373.349121
	Iteration 21Q: 3 clusters Score -8718408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -8718477.000000 Penalty: 5373.349121
	Iteration 22Q: 3 clusters Score -8718477 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -8718501.000000 Penalty: 5373.349121
	Iteration 23Q: 3 clusters Score -8718501 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -8718510.000000 Penalty: 5373.349121
	Iteration 24Q: 3 clusters Score -8718510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8718512.000000 Penalty: 5373.349121
	Iteration 25Q: 3 clusters Score -8718512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8718520.000000 Penalty: 5373.349121
	Iteration 26Q: 3 clusters Score -8718520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -8718557.000000 Penalty: 5373.349121
	Iteration 27Q: 3 clusters Score -8718557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8718551.000000 Penalty: 5373.349121
	Iteration 28Q: 3 clusters Score -8718551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -8718559.000000 Penalty: 5373.349121
	Iteration 29Q: 3 clusters Score -8718559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -8718556.000000 Penalty: 5373.349121
	Iteration 30Q: 3 clusters Score -8718556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -8718556.000000 Penalty: 5373.349121
	Iteration 31Q: 3 clusters Score -8718556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -8718550.000000 Penalty: 5373.349121
	Iteration 32Q: 3 clusters Score -8718550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -8718538.000000 Penalty: 5373.349121
	Iteration 33Q: 3 clusters Score -8718538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -8718536.000000 Penalty: 5373.349121
	Iteration 34Q: 3 clusters Score -8718536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -8718556.000000 Penalty: 5373.349121
	Iteration 35Q: 3 clusters Score -8718556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -8718545.000000 Penalty: 5373.349121
	Iteration 36Q: 3 clusters Score -8718545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -8718531.000000 Penalty: 5373.349121
	Iteration 37Q: 3 clusters Score -8718531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -8718544.000000 Penalty: 5373.349121
	Iteration 38Q: 3 clusters Score -8718544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -8718551.000000 Penalty: 5373.349121
	Iteration 39Q: 3 clusters Score -8718551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -8718533.000000 Penalty: 5373.349121
	Iteration 40F: 3 clusters Score -8718533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -8718556.000000 Penalty: 5373.349121
	Iteration 41Q: 3 clusters Score -8718556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -8718555.000000 Penalty: 5373.349121
	Iteration 42Q: 3 clusters Score -8718555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -8718552.000000 Penalty: 5373.349121
	Iteration 43Q: 3 clusters Score -8718552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -8718542.000000 Penalty: 5373.349121
	Iteration 44Q: 3 clusters Score -8718542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -8718567.000000 Penalty: 5373.349121
	Iteration 45Q: 3 clusters Score -8718567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -8718566.000000 Penalty: 5373.349121
	Iteration 46Q: 3 clusters Score -8718566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -8718560.000000 Penalty: 5373.349121
	Iteration 47Q: 3 clusters Score -8718560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8718576.000000 Penalty: 5373.349121
	Iteration 48Q: 3 clusters Score -8718576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -8718570.000000 Penalty: 5373.349121
	Iteration 49Q: 3 clusters Score -8718570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -8718551.000000 Penalty: 5373.349121
	Iteration 50Q: 3 clusters Score -8718551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -8718556.000000 Penalty: 5373.349121
	Iteration 51Q: 3 clusters Score -8718556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8718550.000000 Penalty: 5373.349121
	Iteration 52Q: 3 clusters Score -8718550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -8718552.000000 Penalty: 5373.349121
	Iteration 53Q: 3 clusters Score -8718552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -8718548.000000 Penalty: 5373.349121
	Iteration 54Q: 3 clusters Score -8718548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -8718554.000000 Penalty: 5373.349121
	Iteration 55Q: 3 clusters Score -8718554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -8718552.000000 Penalty: 5373.349121
	Iteration 56Q: 3 clusters Score -8718552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8718561.000000 Penalty: 5373.349121
	Iteration 57Q: 3 clusters Score -8718561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -8718549.000000 Penalty: 5373.349121
	Iteration 58Q: 3 clusters Score -8718549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -8718554.000000 Penalty: 5373.349121
	Iteration 59Q: 3 clusters Score -8718554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -8718545.000000 Penalty: 5373.349121
	Iteration 60F: 3 clusters Score -8718545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -8718559.000000 Penalty: 5373.349121
	Iteration 61Q: 3 clusters Score -8718559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8718553.000000 Penalty: 5373.349121
	Iteration 62Q: 3 clusters Score -8718553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -8718554.000000 Penalty: 5373.349121
	Iteration 63Q: 3 clusters Score -8718554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8718553.000000 Penalty: 5373.349121
	Iteration 64Q: 3 clusters Score -8718553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -8718561.000000 Penalty: 5373.349121
	Iteration 65Q: 3 clusters Score -8718561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8718557.000000 Penalty: 5373.349121
	Iteration 66Q: 3 clusters Score -8718557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8718557.000000 Penalty: 5373.349121
	Iteration 67F: 3 clusters Score -8718557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Entering Unmasked Estep 
Score: -117272824.000000 Penalty: 196633.375000
Splitting cluster 20 changes total score from -117272008.000000 to -117272824.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 21 (29067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Entering Unmasked Estep 
Score: -5206985.000000 Penalty: 2548.785156
	Iteration 0F: 2 clusters Score -5206985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5187128.500000 Penalty: 5097.570312
	Iteration 0F: 3 clusters Score -5187128 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5194388.000000 Penalty: 5097.570312
	Iteration 1F: 3 clusters Score -5194388 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -5194904.500000 Penalty: 5097.570312
	Iteration 2Q: 3 clusters Score -5194904 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5195457.000000 Penalty: 5097.570312
	Iteration 3Q: 3 clusters Score -5195457 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -5196201.500000 Penalty: 5097.570312
	Iteration 4F: 3 clusters Score -5196202 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -5197314.500000 Penalty: 5097.570312
	Iteration 5F: 3 clusters Score -5197314 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5198815.500000 Penalty: 5097.570312
	Iteration 6F: 3 clusters Score -5198816 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5200573.500000 Penalty: 5097.570312
	Iteration 7F: 3 clusters Score -5200574 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5202145.000000 Penalty: 5097.570312
	Iteration 8F: 3 clusters Score -5202145 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5203318.000000 Penalty: 5097.570312
	Iteration 9Q: 3 clusters Score -5203318 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5203990.000000 Penalty: 5097.570312
	Iteration 10Q: 3 clusters Score -5203990 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5204382.000000 Penalty: 5097.570312
	Iteration 11Q: 3 clusters Score -5204382 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5204586.500000 Penalty: 5097.570312
	Iteration 12Q: 3 clusters Score -5204586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5204695.500000 Penalty: 5097.570312
	Iteration 13Q: 3 clusters Score -5204696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5204772.000000 Penalty: 5097.570312
	Iteration 14Q: 3 clusters Score -5204772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5204814.000000 Penalty: 5097.570312
	Iteration 15Q: 3 clusters Score -5204814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5204833.500000 Penalty: 5097.570312
	Iteration 16Q: 3 clusters Score -5204834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5204843.500000 Penalty: 5097.570312
	Iteration 17Q: 3 clusters Score -5204844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5204855.500000 Penalty: 5097.570312
	Iteration 18Q: 3 clusters Score -5204856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5204862.500000 Penalty: 5097.570312
	Iteration 19Q: 3 clusters Score -5204862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5204867.000000 Penalty: 5097.570312
	Iteration 20F: 3 clusters Score -5204867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5204871.500000 Penalty: 5097.570312
	Iteration 21Q: 3 clusters Score -5204872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5204866.000000 Penalty: 5097.570312
	Iteration 22Q: 3 clusters Score -5204866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5204876.500000 Penalty: 5097.570312
	Iteration 23Q: 3 clusters Score -5204876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5204878.000000 Penalty: 5097.570312
	Iteration 24Q: 3 clusters Score -5204878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5204890.500000 Penalty: 5097.570312
	Iteration 25Q: 3 clusters Score -5204890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5204898.000000 Penalty: 5097.570312
	Iteration 26Q: 3 clusters Score -5204898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5204898.500000 Penalty: 5097.570312
	Iteration 27Q: 3 clusters Score -5204898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5204908.000000 Penalty: 5097.570312
	Iteration 28Q: 3 clusters Score -5204908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5204909.500000 Penalty: 5097.570312
	Iteration 29Q: 3 clusters Score -5204910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5204908.500000 Penalty: 5097.570312
	Iteration 30Q: 3 clusters Score -5204908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5204920.500000 Penalty: 5097.570312
	Iteration 31Q: 3 clusters Score -5204920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5204920.000000 Penalty: 5097.570312
	Iteration 32Q: 3 clusters Score -5204920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5204928.500000 Penalty: 5097.570312
	Iteration 33Q: 3 clusters Score -5204928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5204934.000000 Penalty: 5097.570312
	Iteration 34Q: 3 clusters Score -5204934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5204933.500000 Penalty: 5097.570312
	Iteration 35Q: 3 clusters Score -5204934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5204936.500000 Penalty: 5097.570312
	Iteration 36Q: 3 clusters Score -5204936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5204935.000000 Penalty: 5097.570312
	Iteration 37Q: 3 clusters Score -5204935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5204943.500000 Penalty: 5097.570312
	Iteration 38Q: 3 clusters Score -5204944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5204936.000000 Penalty: 5097.570312
	Iteration 39Q: 3 clusters Score -5204936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5204936.000000 Penalty: 5097.570312
	Iteration 40F: 3 clusters Score -5204936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Entering Unmasked Estep 
Score: -6242001.500000 Penalty: 2590.806152
	Iteration 0F: 2 clusters Score -6242002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6219658.000000 Penalty: 5181.612305
	Iteration 0F: 3 clusters Score -6219658 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -6228026.500000 Penalty: 5181.612305
	Iteration 1F: 3 clusters Score -6228026 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -6228792.000000 Penalty: 5181.612305
	Iteration 2F: 3 clusters Score -6228792 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -6229608.500000 Penalty: 5181.612305
	Iteration 3F: 3 clusters Score -6229608 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -6230730.000000 Penalty: 5181.612305
	Iteration 4F: 3 clusters Score -6230730 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6232028.000000 Penalty: 5181.612305
	Iteration 5F: 3 clusters Score -6232028 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6233507.000000 Penalty: 5181.612305
	Iteration 6F: 3 clusters Score -6233507 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6235058.000000 Penalty: 5181.612305
	Iteration 7F: 3 clusters Score -6235058 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6236636.000000 Penalty: 5181.612305
	Iteration 8F: 3 clusters Score -6236636 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6237973.000000 Penalty: 5181.612305
	Iteration 9Q: 3 clusters Score -6237973 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6238880.000000 Penalty: 5181.612305
	Iteration 10Q: 3 clusters Score -6238880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6239253.000000 Penalty: 5181.612305
	Iteration 11Q: 3 clusters Score -6239253 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -6239503.500000 Penalty: 5181.612305
	Iteration 12Q: 3 clusters Score -6239504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -6239633.000000 Penalty: 5181.612305
	Iteration 13Q: 3 clusters Score -6239633 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -6239740.000000 Penalty: 5181.612305
	Iteration 14Q: 3 clusters Score -6239740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -6239798.500000 Penalty: 5181.612305
	Iteration 15Q: 3 clusters Score -6239798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -6239828.500000 Penalty: 5181.612305
	Iteration 16Q: 3 clusters Score -6239828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -6239839.000000 Penalty: 5181.612305
	Iteration 17Q: 3 clusters Score -6239839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -6239866.000000 Penalty: 5181.612305
	Iteration 18Q: 3 clusters Score -6239866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -6239881.500000 Penalty: 5181.612305
	Iteration 19Q: 3 clusters Score -6239882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6239900.000000 Penalty: 5181.612305
	Iteration 20F: 3 clusters Score -6239900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -6239910.500000 Penalty: 5181.612305
	Iteration 21Q: 3 clusters Score -6239910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6239918.500000 Penalty: 5181.612305
	Iteration 22Q: 3 clusters Score -6239918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6239918.500000 Penalty: 5181.612305
	Iteration 23Q: 3 clusters Score -6239918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6239921.000000 Penalty: 5181.612305
	Iteration 24Q: 3 clusters Score -6239921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6239917.500000 Penalty: 5181.612305
	Iteration 25Q: 3 clusters Score -6239918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6239923.000000 Penalty: 5181.612305
	Iteration 26Q: 3 clusters Score -6239923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6239928.000000 Penalty: 5181.612305
	Iteration 27Q: 3 clusters Score -6239928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -6239930.500000 Penalty: 5181.612305
	Iteration 28Q: 3 clusters Score -6239930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6239930.000000 Penalty: 5181.612305
	Iteration 29Q: 3 clusters Score -6239930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -6239933.500000 Penalty: 5181.612305
	Iteration 30Q: 3 clusters Score -6239934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -6239933.500000 Penalty: 5181.612305
	Iteration 31F: 3 clusters Score -6239934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -485815.937500 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -485815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -482534.187500 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -482534.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -483515.562500 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -483515.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -483998.968750 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -483999 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -484401.437500 Penalty: 3984.050537
	Iteration 3F: 3 clusters Score -484401.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -484690.468750 Penalty: 3984.050537
	Iteration 4F: 3 clusters Score -484690.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -484892.718750 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -484892.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -485018.031250 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -485018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -485088.250000 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -485088.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -485129.781250 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -485129.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -485150.687500 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -485150.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -485169.968750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -485170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -485237.656250 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -485237.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -485292.437500 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -485292.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485320.843750 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -485320.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -485334.562500 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -485334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -485354.687500 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -485354.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -485375.375000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -485375.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -485391.343750 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -485391.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -485407.375000 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -485407.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -485419.687500 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -485419.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -485434.906250 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -485434.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -485446.125000 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -485446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -485448.531250 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -485448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -485453.187500 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -485453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -485454.062500 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -485454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -485454.375000 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -485454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -485455.375000 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -485455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -485456.906250 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -485456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -485458.437500 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -485458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -485459.562500 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -485459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -485459.656250 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -485459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -485460.062500 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -485460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -485460.718750 Penalty: 3984.050537
	Iteration 32Q: 3 clusters Score -485460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -485460.718750 Penalty: 3984.050537
	Iteration 33F: 3 clusters Score -485460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Entering Unmasked Estep 
Score: -6709892.000000 Penalty: 2620.373291
	Iteration 0F: 2 clusters Score -6709892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6684227.500000 Penalty: 5240.746582
	Iteration 0F: 3 clusters Score -6684228 nChanged 17697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -6693891.500000 Penalty: 5240.746582
	Iteration 1F: 3 clusters Score -6693892 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -6694759.500000 Penalty: 5240.746582
	Iteration 2F: 3 clusters Score -6694760 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -6695651.000000 Penalty: 5240.746582
	Iteration 3F: 3 clusters Score -6695651 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -6696674.500000 Penalty: 5240.746582
	Iteration 4F: 3 clusters Score -6696674 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -6697773.500000 Penalty: 5240.746582
	Iteration 5F: 3 clusters Score -6697774 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -6698866.500000 Penalty: 5240.746582
	Iteration 6F: 3 clusters Score -6698866 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6699998.500000 Penalty: 5240.746582
	Iteration 7F: 3 clusters Score -6699998 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6701130.500000 Penalty: 5240.746582
	Iteration 8Q: 3 clusters Score -6701130 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -6702178.000000 Penalty: 5240.746582
	Iteration 9Q: 3 clusters Score -6702178 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -6703112.500000 Penalty: 5240.746582
	Iteration 10Q: 3 clusters Score -6703112 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6703853.500000 Penalty: 5240.746582
	Iteration 11Q: 3 clusters Score -6703854 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6704466.000000 Penalty: 5240.746582
	Iteration 12Q: 3 clusters Score -6704466 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6704940.500000 Penalty: 5240.746582
	Iteration 13Q: 3 clusters Score -6704940 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -6705340.500000 Penalty: 5240.746582
	Iteration 14Q: 3 clusters Score -6705340 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6705744.500000 Penalty: 5240.746582
	Iteration 15Q: 3 clusters Score -6705744 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6706072.500000 Penalty: 5240.746582
	Iteration 16Q: 3 clusters Score -6706072 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -6706379.500000 Penalty: 5240.746582
	Iteration 17Q: 3 clusters Score -6706380 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6706607.500000 Penalty: 5240.746582
	Iteration 18Q: 3 clusters Score -6706608 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6706820.500000 Penalty: 5240.746582
	Iteration 19Q: 3 clusters Score -6706820 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6706993.000000 Penalty: 5240.746582
	Iteration 20F: 3 clusters Score -6706993 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -6707149.000000 Penalty: 5240.746582
	Iteration 21Q: 3 clusters Score -6707149 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6707299.000000 Penalty: 5240.746582
	Iteration 22Q: 3 clusters Score -6707299 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -6707476.000000 Penalty: 5240.746582
	Iteration 23Q: 3 clusters Score -6707476 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -6707629.500000 Penalty: 5240.746582
	Iteration 24Q: 3 clusters Score -6707630 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -6707780.500000 Penalty: 5240.746582
	Iteration 25Q: 3 clusters Score -6707780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -6707885.500000 Penalty: 5240.746582
	Iteration 26Q: 3 clusters Score -6707886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -6708011.500000 Penalty: 5240.746582
	Iteration 27Q: 3 clusters Score -6708012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -6708140.000000 Penalty: 5240.746582
	Iteration 28Q: 3 clusters Score -6708140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -6708216.500000 Penalty: 5240.746582
	Iteration 29Q: 3 clusters Score -6708216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6708320.000000 Penalty: 5240.746582
	Iteration 30Q: 3 clusters Score -6708320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -6708384.500000 Penalty: 5240.746582
	Iteration 31Q: 3 clusters Score -6708384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -6708436.500000 Penalty: 5240.746582
	Iteration 32Q: 3 clusters Score -6708436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6708483.500000 Penalty: 5240.746582
	Iteration 33Q: 3 clusters Score -6708484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -6708507.500000 Penalty: 5240.746582
	Iteration 34Q: 3 clusters Score -6708508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -6708540.000000 Penalty: 5240.746582
	Iteration 35Q: 3 clusters Score -6708540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -6708579.000000 Penalty: 5240.746582
	Iteration 36Q: 3 clusters Score -6708579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -6708607.000000 Penalty: 5240.746582
	Iteration 37Q: 3 clusters Score -6708607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6708625.500000 Penalty: 5240.746582
	Iteration 38Q: 3 clusters Score -6708626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -6708634.500000 Penalty: 5240.746582
	Iteration 39Q: 3 clusters Score -6708634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6708651.500000 Penalty: 5240.746582
	Iteration 40F: 3 clusters Score -6708652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -6708659.500000 Penalty: 5240.746582
	Iteration 41Q: 3 clusters Score -6708660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -6708676.500000 Penalty: 5240.746582
	Iteration 42Q: 3 clusters Score -6708676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -6708685.500000 Penalty: 5240.746582
	Iteration 43Q: 3 clusters Score -6708686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -6708679.000000 Penalty: 5240.746582
	Iteration 44Q: 3 clusters Score -6708679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -6708685.000000 Penalty: 5240.746582
	Iteration 45Q: 3 clusters Score -6708685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6708681.500000 Penalty: 5240.746582
	Iteration 46Q: 3 clusters Score -6708682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -6708697.000000 Penalty: 5240.746582
	Iteration 47Q: 3 clusters Score -6708697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -6708696.000000 Penalty: 5240.746582
	Iteration 48Q: 3 clusters Score -6708696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -6708708.500000 Penalty: 5240.746582
	Iteration 49Q: 3 clusters Score -6708708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -6708711.500000 Penalty: 5240.746582
	Iteration 50Q: 3 clusters Score -6708712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -6708722.000000 Penalty: 5240.746582
	Iteration 51Q: 3 clusters Score -6708722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -6708722.500000 Penalty: 5240.746582
	Iteration 52Q: 3 clusters Score -6708722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -6708732.500000 Penalty: 5240.746582
	Iteration 53Q: 3 clusters Score -6708732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -6708737.000000 Penalty: 5240.746582
	Iteration 54Q: 3 clusters Score -6708737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -6708735.000000 Penalty: 5240.746582
	Iteration 55Q: 3 clusters Score -6708735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -6708735.000000 Penalty: 5240.746582
	Iteration 56F: 3 clusters Score -6708735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Entering Unmasked Estep 
Score: -5502473.500000 Penalty: 2561.393555
	Iteration 0F: 2 clusters Score -5502474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5481674.500000 Penalty: 5122.787109
	Iteration 0F: 3 clusters Score -5481674 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5489233.000000 Penalty: 5122.787109
	Iteration 1F: 3 clusters Score -5489233 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5489928.500000 Penalty: 5122.787109
	Iteration 2F: 3 clusters Score -5489928 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5490804.500000 Penalty: 5122.787109
	Iteration 3F: 3 clusters Score -5490804 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5491569.500000 Penalty: 5122.787109
	Iteration 4F: 3 clusters Score -5491570 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5492268.000000 Penalty: 5122.787109
	Iteration 5F: 3 clusters Score -5492268 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5493038.500000 Penalty: 5122.787109
	Iteration 6F: 3 clusters Score -5493038 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -5493972.000000 Penalty: 5122.787109
	Iteration 7F: 3 clusters Score -5493972 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5495019.500000 Penalty: 5122.787109
	Iteration 8F: 3 clusters Score -5495020 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5496259.000000 Penalty: 5122.787109
	Iteration 9F: 3 clusters Score -5496259 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5497506.500000 Penalty: 5122.787109
	Iteration 10Q: 3 clusters Score -5497506 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5498465.000000 Penalty: 5122.787109
	Iteration 11Q: 3 clusters Score -5498465 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5499118.500000 Penalty: 5122.787109
	Iteration 12Q: 3 clusters Score -5499118 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5499608.000000 Penalty: 5122.787109
	Iteration 13Q: 3 clusters Score -5499608 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5499994.000000 Penalty: 5122.787109
	Iteration 14Q: 3 clusters Score -5499994 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5500275.500000 Penalty: 5122.787109
	Iteration 15Q: 3 clusters Score -5500276 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5500513.500000 Penalty: 5122.787109
	Iteration 16Q: 3 clusters Score -5500514 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5500716.000000 Penalty: 5122.787109
	Iteration 17Q: 3 clusters Score -5500716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5500866.000000 Penalty: 5122.787109
	Iteration 18Q: 3 clusters Score -5500866 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5501029.000000 Penalty: 5122.787109
	Iteration 19Q: 3 clusters Score -5501029 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5501199.500000 Penalty: 5122.787109
	Iteration 20F: 3 clusters Score -5501200 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5501290.000000 Penalty: 5122.787109
	Iteration 21Q: 3 clusters Score -5501290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5501386.500000 Penalty: 5122.787109
	Iteration 22Q: 3 clusters Score -5501386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5501477.000000 Penalty: 5122.787109
	Iteration 23Q: 3 clusters Score -5501477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5501541.500000 Penalty: 5122.787109
	Iteration 24Q: 3 clusters Score -5501542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5501600.000000 Penalty: 5122.787109
	Iteration 25Q: 3 clusters Score -5501600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5501646.500000 Penalty: 5122.787109
	Iteration 26Q: 3 clusters Score -5501646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5501679.000000 Penalty: 5122.787109
	Iteration 27Q: 3 clusters Score -5501679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5501706.000000 Penalty: 5122.787109
	Iteration 28Q: 3 clusters Score -5501706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5501728.500000 Penalty: 5122.787109
	Iteration 29Q: 3 clusters Score -5501728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5501738.000000 Penalty: 5122.787109
	Iteration 30Q: 3 clusters Score -5501738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5501735.500000 Penalty: 5122.787109
	Iteration 31Q: 3 clusters Score -5501736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5501747.000000 Penalty: 5122.787109
	Iteration 32Q: 3 clusters Score -5501747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5501751.500000 Penalty: 5122.787109
	Iteration 33Q: 3 clusters Score -5501752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5501751.000000 Penalty: 5122.787109
	Iteration 34Q: 3 clusters Score -5501751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5501753.500000 Penalty: 5122.787109
	Iteration 35Q: 3 clusters Score -5501754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5501751.500000 Penalty: 5122.787109
	Iteration 36Q: 3 clusters Score -5501752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5501753.500000 Penalty: 5122.787109
	Iteration 37Q: 3 clusters Score -5501754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5501748.000000 Penalty: 5122.787109
	Iteration 38Q: 3 clusters Score -5501748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5501754.500000 Penalty: 5122.787109
	Iteration 39Q: 3 clusters Score -5501754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5501754.500000 Penalty: 5122.787109
	Iteration 40F: 3 clusters Score -5501754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -536321.312500 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -536321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -532953.687500 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -532953.7 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -533738.562500 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -533738.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -534002.937500 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -534002.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -534185.750000 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -534185.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -534321.250000 Penalty: 3997.401123
	Iteration 4F: 3 clusters Score -534321.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -534421.625000 Penalty: 3997.401123
	Iteration 5Q: 3 clusters Score -534421.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -534508.437500 Penalty: 3997.401123
	Iteration 6Q: 3 clusters Score -534508.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -534583.000000 Penalty: 3997.401123
	Iteration 7Q: 3 clusters Score -534583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -534627.312500 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -534627.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -534662.000000 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -534662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -534688.187500 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -534688.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534719.312500 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -534719.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -534750.125000 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -534750.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -534808.187500 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -534808.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -534870.750000 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -534870.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -534936.000000 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -534936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -535007.562500 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -535007.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -535058.187500 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -535058.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -535101.500000 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -535101.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -535140.937500 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -535140.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -535185.375000 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -535185.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -535238.062500 Penalty: 3997.401123
	Iteration 21Q: 3 clusters Score -535238.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -535292.875000 Penalty: 3997.401123
	Iteration 22Q: 3 clusters Score -535292.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -535356.562500 Penalty: 3997.401123
	Iteration 23Q: 3 clusters Score -535356.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -535443.125000 Penalty: 3997.401123
	Iteration 24Q: 3 clusters Score -535443.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -535538.562500 Penalty: 3997.401123
	Iteration 25Q: 3 clusters Score -535538.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -535673.000000 Penalty: 3997.401123
	Iteration 26Q: 3 clusters Score -535673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535895.625000 Penalty: 3997.401123
	Iteration 27Q: 3 clusters Score -535895.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -536031.875000 Penalty: 3997.401123
	Iteration 28Q: 3 clusters Score -536031.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -536118.750000 Penalty: 3997.401123
	Iteration 29Q: 3 clusters Score -536118.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -536213.750000 Penalty: 3997.401123
	Iteration 30Q: 3 clusters Score -536213.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -536272.625000 Penalty: 3997.401123
	Iteration 31Q: 3 clusters Score -536272.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -536314.312500 Penalty: 3997.401123
	Iteration 32Q: 3 clusters Score -536314.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -536331.437500 Penalty: 3997.401123
	Iteration 33Q: 3 clusters Score -536331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -536340.187500 Penalty: 3997.401123
	Iteration 34Q: 3 clusters Score -536340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -536342.062500 Penalty: 3997.401123
	Iteration 35Q: 3 clusters Score -536342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -536345.875000 Penalty: 3997.401123
	Iteration 36Q: 3 clusters Score -536345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -536349.500000 Penalty: 3997.401123
	Iteration 37Q: 3 clusters Score -536349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -536352.437500 Penalty: 3997.401123
	Iteration 38Q: 3 clusters Score -536352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -536353.937500 Penalty: 3997.401123
	Iteration 39Q: 3 clusters Score -536353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -536353.750000 Penalty: 3997.401123
	Iteration 40F: 3 clusters Score -536353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -536354.937500 Penalty: 3997.401123
	Iteration 41Q: 3 clusters Score -536354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -536356.562500 Penalty: 3997.401123
	Iteration 42Q: 3 clusters Score -536356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -536356.562500 Penalty: 3997.401123
	Iteration 43F: 3 clusters Score -536356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 857 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 2306 members 
Entering Unmasked Estep 
Score: -117271520.000000 Penalty: 199966.156250
Splitting cluster 26 changes total score from -117272008.000000 to -117271520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85613.382812 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85613.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85886.320312 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85886.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86063.585938 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86063.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86250.546875 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -86250.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86345.679688 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86345.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86393.671875 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86393.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86428.476562 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86428.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86449.101562 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86498.976562 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86498.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86565.109375 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86565.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86652.890625 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86652.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86752.226562 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86752.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86801.968750 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86801.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86862.171875 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -86862.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86949.203125 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -86949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87059.125000 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -87059.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87078.757812 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -87078.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87082.460938 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -87082.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87088.804688 Penalty: 3129.719482
	Iteration 18F: 3 clusters Score -87088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87110.484375 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -87110.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87116.632812 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -87116.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -266982.781250 Penalty: 1838.365479
	Iteration 0F: 2 clusters Score -266982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -264658.718750 Penalty: 3676.730957
	Iteration 0F: 3 clusters Score -264658.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -265051.156250 Penalty: 3676.730957
	Iteration 1F: 3 clusters Score -265051.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -265170.062500 Penalty: 3676.730957
	Iteration 2F: 3 clusters Score -265170.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -265255.375000 Penalty: 3676.730957
	Iteration 3Q: 3 clusters Score -265255.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -265303.968750 Penalty: 3676.730957
	Iteration 4Q: 3 clusters Score -265304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -265332.000000 Penalty: 3676.730957
	Iteration 5Q: 3 clusters Score -265332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -265354.093750 Penalty: 3676.730957
	Iteration 6Q: 3 clusters Score -265354.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -265375.687500 Penalty: 3676.730957
	Iteration 7Q: 3 clusters Score -265375.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -265399.875000 Penalty: 3676.730957
	Iteration 8Q: 3 clusters Score -265399.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -265428.093750 Penalty: 3676.730957
	Iteration 9Q: 3 clusters Score -265428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -265448.093750 Penalty: 3676.730957
	Iteration 10Q: 3 clusters Score -265448.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -265473.906250 Penalty: 3676.730957
	Iteration 11Q: 3 clusters Score -265473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265495.812500 Penalty: 3676.730957
	Iteration 12Q: 3 clusters Score -265495.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -265527.656250 Penalty: 3676.730957
	Iteration 13Q: 3 clusters Score -265527.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265555.500000 Penalty: 3676.730957
	Iteration 14Q: 3 clusters Score -265555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -265582.812500 Penalty: 3676.730957
	Iteration 15Q: 3 clusters Score -265582.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -265625.625000 Penalty: 3676.730957
	Iteration 16Q: 3 clusters Score -265625.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -265685.687500 Penalty: 3676.730957
	Iteration 17Q: 3 clusters Score -265685.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -265729.593750 Penalty: 3676.730957
	Iteration 18Q: 3 clusters Score -265729.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -265769.812500 Penalty: 3676.730957
	Iteration 19Q: 3 clusters Score -265769.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -265816.656250 Penalty: 3676.730957
	Iteration 20F: 3 clusters Score -265816.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -265877.781250 Penalty: 3676.730957
	Iteration 21Q: 3 clusters Score -265877.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -265970.562500 Penalty: 3676.730957
	Iteration 22Q: 3 clusters Score -265970.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -266162.500000 Penalty: 3676.730957
	Iteration 23Q: 3 clusters Score -266162.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -266414.718750 Penalty: 3676.730957
	Iteration 24Q: 3 clusters Score -266414.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -266667.500000 Penalty: 3676.730957
	Iteration 25Q: 3 clusters Score -266667.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -266781.718750 Penalty: 3676.730957
	Iteration 26Q: 3 clusters Score -266781.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -266883.500000 Penalty: 3676.730957
	Iteration 27Q: 3 clusters Score -266883.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -266952.281250 Penalty: 3676.730957
	Iteration 28Q: 3 clusters Score -266952.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266990.718750 Penalty: 3676.730957
	Iteration 29Q: 3 clusters Score -266990.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267022.187500 Penalty: 3676.730957
	Iteration 30Q: 3 clusters Score -267022.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267060.468750 Penalty: 3676.730957
	Iteration 31Q: 3 clusters Score -267060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -267083.125000 Penalty: 3676.730957
	Iteration 32Q: 3 clusters Score -267083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -267104.000000 Penalty: 3676.730957
	Iteration 33Q: 3 clusters Score -267104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -267127.500000 Penalty: 3676.730957
	Iteration 34Q: 3 clusters Score -267127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -267147.031250 Penalty: 3676.730957
	Iteration 35Q: 3 clusters Score -267147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -267158.125000 Penalty: 3676.730957
	Iteration 36Q: 3 clusters Score -267158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267167.625000 Penalty: 3676.730957
	Iteration 37Q: 3 clusters Score -267167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267184.656250 Penalty: 3676.730957
	Iteration 38Q: 3 clusters Score -267184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267201.593750 Penalty: 3676.730957
	Iteration 39Q: 3 clusters Score -267201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267223.125000 Penalty: 3676.730957
	Iteration 40F: 3 clusters Score -267223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -267252.468750 Penalty: 3676.730957
	Iteration 41Q: 3 clusters Score -267252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267293.343750 Penalty: 3676.730957
	Iteration 42Q: 3 clusters Score -267293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -267340.656250 Penalty: 3676.730957
	Iteration 43Q: 3 clusters Score -267340.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267384.593750 Penalty: 3676.730957
	Iteration 44Q: 3 clusters Score -267384.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267459.562500 Penalty: 3676.730957
	Iteration 45Q: 3 clusters Score -267459.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267517.375000 Penalty: 3676.730957
	Iteration 46Q: 3 clusters Score -267517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -267588.093750 Penalty: 3676.730957
	Iteration 47Q: 3 clusters Score -267588.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -267691.000000 Penalty: 3676.730957
	Iteration 48Q: 3 clusters Score -267691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -267754.281250 Penalty: 3676.730957
	Iteration 49Q: 3 clusters Score -267754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -267774.937500 Penalty: 3676.730957
	Iteration 50Q: 3 clusters Score -267774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -267780.625000 Penalty: 3676.730957
	Iteration 51Q: 3 clusters Score -267780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -267782.968750 Penalty: 3676.730957
	Iteration 52Q: 3 clusters Score -267783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267785.312500 Penalty: 3676.730957
	Iteration 53Q: 3 clusters Score -267785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267785.312500 Penalty: 3676.730957
	Iteration 54F: 3 clusters Score -267785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 1256 members 
Entering Unmasked Estep 
Score: -117272240.000000 Penalty: 199966.156250
Splitting cluster 28 changes total score from -117272008.000000 to -117272240.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 29 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -27577.500000 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -27577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26556.222656 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -26556.22 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26798.246094 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -26798.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27048.306641 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -27048.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27142.996094 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -27143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27165.128906 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -27165.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27173.164062 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -27173.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27184.787109 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -27184.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27208.373047 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -27208.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27215.923828 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -27215.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27215.923828 Penalty: 2827.420166
	Iteration 9F: 3 clusters Score -27215.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -334948.218750 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -334948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -332330.687500 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -332330.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -332945.468750 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -332945.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333200.906250 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -333200.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -333418.031250 Penalty: 3799.884033
	Iteration 3F: 3 clusters Score -333418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -333603.156250 Penalty: 3799.884033
	Iteration 4F: 3 clusters Score -333603.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333753.093750 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -333753.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333895.562500 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -333895.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -334030.156250 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -334030.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -334105.906250 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -334105.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -334165.625000 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -334165.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -334206.937500 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -334206.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -334230.718750 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -334230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -334238.843750 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -334238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -334247.468750 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -334247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -334258.843750 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -334258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -334263.093750 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -334263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -334265.593750 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -334265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -334267.718750 Penalty: 3799.884033
	Iteration 17F: 3 clusters Score -334267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -334272.125000 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -334272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -334278.218750 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -334278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -334281.218750 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -334281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -334282.437500 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -334282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -334284.218750 Penalty: 3799.884033
	Iteration 22Q: 3 clusters Score -334284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -334285.625000 Penalty: 3799.884033
	Iteration 23Q: 3 clusters Score -334285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -334285.625000 Penalty: 3799.884033
	Iteration 24F: 3 clusters Score -334285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -1745042.875000 Penalty: 2285.918945
	Iteration 0F: 2 clusters Score -1745043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1737418.375000 Penalty: 4571.837891
	Iteration 0F: 3 clusters Score -1737418 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1739567.625000 Penalty: 4571.837891
	Iteration 1F: 3 clusters Score -1739568 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1739836.750000 Penalty: 4571.837891
	Iteration 2F: 3 clusters Score -1739837 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1740021.750000 Penalty: 4571.837891
	Iteration 3Q: 3 clusters Score -1740022 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1740200.750000 Penalty: 4571.837891
	Iteration 4Q: 3 clusters Score -1740201 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1740352.250000 Penalty: 4571.837891
	Iteration 5Q: 3 clusters Score -1740352 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1740480.000000 Penalty: 4571.837891
	Iteration 6Q: 3 clusters Score -1740480 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1740599.875000 Penalty: 4571.837891
	Iteration 7Q: 3 clusters Score -1740600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1740721.000000 Penalty: 4571.837891
	Iteration 8Q: 3 clusters Score -1740721 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1740864.000000 Penalty: 4571.837891
	Iteration 9Q: 3 clusters Score -1740864 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1741024.000000 Penalty: 4571.837891
	Iteration 10Q: 3 clusters Score -1741024 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1741220.125000 Penalty: 4571.837891
	Iteration 11Q: 3 clusters Score -1741220 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1741417.375000 Penalty: 4571.837891
	Iteration 12Q: 3 clusters Score -1741417 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1741631.875000 Penalty: 4571.837891
	Iteration 13Q: 3 clusters Score -1741632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1741835.500000 Penalty: 4571.837891
	Iteration 14Q: 3 clusters Score -1741836 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1742055.875000 Penalty: 4571.837891
	Iteration 15Q: 3 clusters Score -1742056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1742264.750000 Penalty: 4571.837891
	Iteration 16Q: 3 clusters Score -1742265 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1742426.000000 Penalty: 4571.837891
	Iteration 17Q: 3 clusters Score -1742426 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1742565.500000 Penalty: 4571.837891
	Iteration 18Q: 3 clusters Score -1742566 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1742662.375000 Penalty: 4571.837891
	Iteration 19Q: 3 clusters Score -1742662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1742762.625000 Penalty: 4571.837891
	Iteration 20F: 3 clusters Score -1742763 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1742845.500000 Penalty: 4571.837891
	Iteration 21Q: 3 clusters Score -1742846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1742896.875000 Penalty: 4571.837891
	Iteration 22Q: 3 clusters Score -1742897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1742925.500000 Penalty: 4571.837891
	Iteration 23Q: 3 clusters Score -1742926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1742951.000000 Penalty: 4571.837891
	Iteration 24Q: 3 clusters Score -1742951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1742964.750000 Penalty: 4571.837891
	Iteration 25Q: 3 clusters Score -1742965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1742980.750000 Penalty: 4571.837891
	Iteration 26Q: 3 clusters Score -1742981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1742994.000000 Penalty: 4571.837891
	Iteration 27Q: 3 clusters Score -1742994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1743006.125000 Penalty: 4571.837891
	Iteration 28Q: 3 clusters Score -1743006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1743016.125000 Penalty: 4571.837891
	Iteration 29Q: 3 clusters Score -1743016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1743025.750000 Penalty: 4571.837891
	Iteration 30Q: 3 clusters Score -1743026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1743029.750000 Penalty: 4571.837891
	Iteration 31Q: 3 clusters Score -1743030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1743032.000000 Penalty: 4571.837891
	Iteration 32Q: 3 clusters Score -1743032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1743034.875000 Penalty: 4571.837891
	Iteration 33Q: 3 clusters Score -1743035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1743036.125000 Penalty: 4571.837891
	Iteration 34Q: 3 clusters Score -1743036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1743038.750000 Penalty: 4571.837891
	Iteration 35Q: 3 clusters Score -1743039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1743039.375000 Penalty: 4571.837891
	Iteration 36Q: 3 clusters Score -1743039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1743040.875000 Penalty: 4571.837891
	Iteration 37Q: 3 clusters Score -1743041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1743045.875000 Penalty: 4571.837891
	Iteration 38Q: 3 clusters Score -1743046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1743046.500000 Penalty: 4571.837891
	Iteration 39Q: 3 clusters Score -1743046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1743046.875000 Penalty: 4571.837891
	Iteration 40F: 3 clusters Score -1743047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1743049.125000 Penalty: 4571.837891
	Iteration 41Q: 3 clusters Score -1743049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1743050.875000 Penalty: 4571.837891
	Iteration 42Q: 3 clusters Score -1743051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1743054.125000 Penalty: 4571.837891
	Iteration 43Q: 3 clusters Score -1743054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1743054.875000 Penalty: 4571.837891
	Iteration 44Q: 3 clusters Score -1743055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1743060.875000 Penalty: 4571.837891
	Iteration 45Q: 3 clusters Score -1743061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1743057.125000 Penalty: 4571.837891
	Iteration 46Q: 3 clusters Score -1743057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1743061.250000 Penalty: 4571.837891
	Iteration 47Q: 3 clusters Score -1743061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1743061.250000 Penalty: 4571.837891
	Iteration 48F: 3 clusters Score -1743061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -671319.812500 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -671319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -667400.312500 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -667400.3 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -668328.125000 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -668328.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -668605.437500 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -668605.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -668804.062500 Penalty: 4120.377441
	Iteration 3F: 3 clusters Score -668804.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -668938.375000 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -668938.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -669039.687500 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -669039.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -669120.937500 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -669120.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -669209.562500 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -669209.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -669313.062500 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -669313.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -669420.937500 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -669420.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -669506.500000 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -669506.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -669591.000000 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -669591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -669672.750000 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -669672.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -669749.312500 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -669749.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -669809.125000 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -669809.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -669869.625000 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -669869.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -669917.875000 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -669917.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -669955.625000 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -669955.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -669986.500000 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -669986.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -670014.562500 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -670014.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -670035.187500 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -670035.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -670048.250000 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -670048.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -670054.750000 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -670054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -670063.125000 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -670063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -670067.750000 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -670067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -670069.125000 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -670069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -670071.375000 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -670071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -670072.375000 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -670072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -670075.562500 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -670075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -670078.687500 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -670078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -670080.500000 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -670080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -670081.812500 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -670081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -670081.875000 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -670081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -670081.875000 Penalty: 4120.377441
	Iteration 33F: 3 clusters Score -670081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -653932.187500 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -653932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -650179.812500 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -650179.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -651137.750000 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -651137.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -651667.125000 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -651667.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -652298.500000 Penalty: 4078.120117
	Iteration 3F: 3 clusters Score -652298.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -652752.437500 Penalty: 4078.120117
	Iteration 4F: 3 clusters Score -652752.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -653040.187500 Penalty: 4078.120117
	Iteration 5F: 3 clusters Score -653040.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -653186.875000 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -653186.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -653257.375000 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -653257.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -653284.937500 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -653284.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -653309.000000 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -653309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -653322.187500 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -653322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -653327.937500 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -653327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -653330.750000 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -653330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -653332.187500 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -653332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -653335.437500 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -653335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -653335.625000 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -653335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -653337.062500 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -653337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -653338.875000 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -653338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -653338.875000 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -653338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -653339.562500 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -653339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -653341.687500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -653341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -653342.187500 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -653342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -653342.187500 Penalty: 4078.120117
	Iteration 22F: 3 clusters Score -653342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1400351.000000 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1400351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1393906.875000 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -1393907 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1395805.000000 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -1395805 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1396225.750000 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -1396226 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1396756.250000 Penalty: 4460.247070
	Iteration 3F: 3 clusters Score -1396756 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1397318.375000 Penalty: 4460.247070
	Iteration 4F: 3 clusters Score -1397318 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1397789.500000 Penalty: 4460.247070
	Iteration 5F: 3 clusters Score -1397790 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1398093.000000 Penalty: 4460.247070
	Iteration 6F: 3 clusters Score -1398093 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1398326.250000 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -1398326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1398496.125000 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -1398496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1398615.875000 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -1398616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1398702.875000 Penalty: 4460.247070
	Iteration 10Q: 3 clusters Score -1398703 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1398762.500000 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -1398762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1398814.250000 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -1398814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1398853.625000 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -1398854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1398880.625000 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -1398881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1398895.250000 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -1398895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1398910.500000 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -1398910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1398917.375000 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -1398917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1398924.000000 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -1398924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1398930.375000 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -1398930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1398940.250000 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -1398940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1398948.625000 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -1398949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1398948.375000 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -1398948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1398951.250000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -1398951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1398951.750000 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -1398952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1398952.250000 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -1398952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1398952.750000 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -1398953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1398951.500000 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -1398952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1398953.125000 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -1398953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1398950.375000 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -1398950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1398953.000000 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -1398953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1398954.875000 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -1398955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1398954.750000 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -1398955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1398957.375000 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -1398957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1398959.750000 Penalty: 4460.247070
	Iteration 34Q: 3 clusters Score -1398960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1398961.625000 Penalty: 4460.247070
	Iteration 35Q: 3 clusters Score -1398962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1398965.000000 Penalty: 4460.247070
	Iteration 36Q: 3 clusters Score -1398965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1398964.375000 Penalty: 4460.247070
	Iteration 37Q: 3 clusters Score -1398964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1398962.875000 Penalty: 4460.247070
	Iteration 38Q: 3 clusters Score -1398963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1398966.375000 Penalty: 4460.247070
	Iteration 39Q: 3 clusters Score -1398966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1398964.500000 Penalty: 4460.247070
	Iteration 40F: 3 clusters Score -1398964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Entering Unmasked Estep 
Score: -2052335.000000 Penalty: 2334.189941
	Iteration 0F: 2 clusters Score -2052335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2043206.875000 Penalty: 4668.379883
	Iteration 0F: 3 clusters Score -2043207 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2046128.625000 Penalty: 4668.379883
	Iteration 1F: 3 clusters Score -2046129 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2046576.250000 Penalty: 4668.379883
	Iteration 2F: 3 clusters Score -2046576 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2046887.750000 Penalty: 4668.379883
	Iteration 3F: 3 clusters Score -2046888 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2047184.625000 Penalty: 4668.379883
	Iteration 4Q: 3 clusters Score -2047185 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2047469.000000 Penalty: 4668.379883
	Iteration 5Q: 3 clusters Score -2047469 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2047735.375000 Penalty: 4668.379883
	Iteration 6Q: 3 clusters Score -2047735 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2047997.750000 Penalty: 4668.379883
	Iteration 7Q: 3 clusters Score -2047998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2048216.875000 Penalty: 4668.379883
	Iteration 8Q: 3 clusters Score -2048217 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2048429.000000 Penalty: 4668.379883
	Iteration 9Q: 3 clusters Score -2048429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2048656.750000 Penalty: 4668.379883
	Iteration 10Q: 3 clusters Score -2048657 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2048910.250000 Penalty: 4668.379883
	Iteration 11Q: 3 clusters Score -2048910 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2049150.375000 Penalty: 4668.379883
	Iteration 12Q: 3 clusters Score -2049150 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2049355.500000 Penalty: 4668.379883
	Iteration 13Q: 3 clusters Score -2049356 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2049525.125000 Penalty: 4668.379883
	Iteration 14Q: 3 clusters Score -2049525 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2049709.750000 Penalty: 4668.379883
	Iteration 15Q: 3 clusters Score -2049710 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2049841.000000 Penalty: 4668.379883
	Iteration 16Q: 3 clusters Score -2049841 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2049936.250000 Penalty: 4668.379883
	Iteration 17Q: 3 clusters Score -2049936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2050018.250000 Penalty: 4668.379883
	Iteration 18Q: 3 clusters Score -2050018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2050069.750000 Penalty: 4668.379883
	Iteration 19Q: 3 clusters Score -2050070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2050115.125000 Penalty: 4668.379883
	Iteration 20F: 3 clusters Score -2050115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2050140.750000 Penalty: 4668.379883
	Iteration 21Q: 3 clusters Score -2050141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2050168.250000 Penalty: 4668.379883
	Iteration 22Q: 3 clusters Score -2050168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2050188.625000 Penalty: 4668.379883
	Iteration 23Q: 3 clusters Score -2050189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2050214.375000 Penalty: 4668.379883
	Iteration 24Q: 3 clusters Score -2050214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2050235.000000 Penalty: 4668.379883
	Iteration 25Q: 3 clusters Score -2050235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2050252.500000 Penalty: 4668.379883
	Iteration 26Q: 3 clusters Score -2050252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2050265.250000 Penalty: 4668.379883
	Iteration 27Q: 3 clusters Score -2050265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2050282.875000 Penalty: 4668.379883
	Iteration 28Q: 3 clusters Score -2050283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2050298.125000 Penalty: 4668.379883
	Iteration 29Q: 3 clusters Score -2050298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2050310.250000 Penalty: 4668.379883
	Iteration 30Q: 3 clusters Score -2050310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2050319.125000 Penalty: 4668.379883
	Iteration 31Q: 3 clusters Score -2050319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2050323.000000 Penalty: 4668.379883
	Iteration 32Q: 3 clusters Score -2050323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2050330.500000 Penalty: 4668.379883
	Iteration 33Q: 3 clusters Score -2050330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2050338.875000 Penalty: 4668.379883
	Iteration 34Q: 3 clusters Score -2050339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2050341.375000 Penalty: 4668.379883
	Iteration 35Q: 3 clusters Score -2050341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2050345.625000 Penalty: 4668.379883
	Iteration 36Q: 3 clusters Score -2050346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2050347.250000 Penalty: 4668.379883
	Iteration 37Q: 3 clusters Score -2050347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2050357.125000 Penalty: 4668.379883
	Iteration 38Q: 3 clusters Score -2050357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2050355.875000 Penalty: 4668.379883
	Iteration 39Q: 3 clusters Score -2050356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2050364.750000 Penalty: 4668.379883
	Iteration 40F: 3 clusters Score -2050365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2050368.000000 Penalty: 4668.379883
	Iteration 41Q: 3 clusters Score -2050368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2050368.125000 Penalty: 4668.379883
	Iteration 42Q: 3 clusters Score -2050368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2050371.625000 Penalty: 4668.379883
	Iteration 43Q: 3 clusters Score -2050372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2050371.875000 Penalty: 4668.379883
	Iteration 44Q: 3 clusters Score -2050372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2050371.750000 Penalty: 4668.379883
	Iteration 45Q: 3 clusters Score -2050372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2050370.625000 Penalty: 4668.379883
	Iteration 46Q: 3 clusters Score -2050371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2050370.625000 Penalty: 4668.379883
	Iteration 47F: 3 clusters Score -2050371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -131406.609375 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131406.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131866.375000 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131866.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132132.187500 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132132.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132373.734375 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132373.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132575.718750 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -132575.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132763.000000 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132857.171875 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132970.265625 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132970.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133044.046875 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -133044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133063.734375 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133072.031250 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133076.390625 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133078.203125 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133078.203125 Penalty: 3346.220459
	Iteration 13F: 3 clusters Score -133078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -1249580.500000 Penalty: 2200.168213
	Iteration 0F: 2 clusters Score -1249580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1243765.750000 Penalty: 4400.336426
	Iteration 0F: 3 clusters Score -1243766 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1245363.125000 Penalty: 4400.336426
	Iteration 1F: 3 clusters Score -1245363 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1245767.500000 Penalty: 4400.336426
	Iteration 2F: 3 clusters Score -1245768 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1246059.750000 Penalty: 4400.336426
	Iteration 3F: 3 clusters Score -1246060 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1246333.375000 Penalty: 4400.336426
	Iteration 4F: 3 clusters Score -1246333 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1246632.875000 Penalty: 4400.336426
	Iteration 5F: 3 clusters Score -1246633 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1246975.000000 Penalty: 4400.336426
	Iteration 6F: 3 clusters Score -1246975 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1247351.625000 Penalty: 4400.336426
	Iteration 7F: 3 clusters Score -1247352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1247693.000000 Penalty: 4400.336426
	Iteration 8F: 3 clusters Score -1247693 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1247950.000000 Penalty: 4400.336426
	Iteration 9Q: 3 clusters Score -1247950 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1248151.625000 Penalty: 4400.336426
	Iteration 10Q: 3 clusters Score -1248152 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1248319.250000 Penalty: 4400.336426
	Iteration 11Q: 3 clusters Score -1248319 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1248445.375000 Penalty: 4400.336426
	Iteration 12Q: 3 clusters Score -1248445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1248535.375000 Penalty: 4400.336426
	Iteration 13Q: 3 clusters Score -1248535 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1248601.875000 Penalty: 4400.336426
	Iteration 14Q: 3 clusters Score -1248602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1248646.625000 Penalty: 4400.336426
	Iteration 15Q: 3 clusters Score -1248647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1248675.500000 Penalty: 4400.336426
	Iteration 16Q: 3 clusters Score -1248676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1248697.625000 Penalty: 4400.336426
	Iteration 17Q: 3 clusters Score -1248698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1248715.500000 Penalty: 4400.336426
	Iteration 18Q: 3 clusters Score -1248716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1248729.125000 Penalty: 4400.336426
	Iteration 19Q: 3 clusters Score -1248729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1248736.250000 Penalty: 4400.336426
	Iteration 20F: 3 clusters Score -1248736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1248744.750000 Penalty: 4400.336426
	Iteration 21Q: 3 clusters Score -1248745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1248749.125000 Penalty: 4400.336426
	Iteration 22Q: 3 clusters Score -1248749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1248751.375000 Penalty: 4400.336426
	Iteration 23Q: 3 clusters Score -1248751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1248752.125000 Penalty: 4400.336426
	Iteration 24Q: 3 clusters Score -1248752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1248753.375000 Penalty: 4400.336426
	Iteration 25Q: 3 clusters Score -1248753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1248752.625000 Penalty: 4400.336426
	Iteration 26Q: 3 clusters Score -1248753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1248754.000000 Penalty: 4400.336426
	Iteration 27Q: 3 clusters Score -1248754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1248755.875000 Penalty: 4400.336426
	Iteration 28Q: 3 clusters Score -1248756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1248759.125000 Penalty: 4400.336426
	Iteration 29Q: 3 clusters Score -1248759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1248757.750000 Penalty: 4400.336426
	Iteration 30Q: 3 clusters Score -1248758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1248759.500000 Penalty: 4400.336426
	Iteration 31Q: 3 clusters Score -1248760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1248759.250000 Penalty: 4400.336426
	Iteration 32Q: 3 clusters Score -1248759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1248764.250000 Penalty: 4400.336426
	Iteration 33Q: 3 clusters Score -1248764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1248763.500000 Penalty: 4400.336426
	Iteration 34Q: 3 clusters Score -1248764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1248767.500000 Penalty: 4400.336426
	Iteration 35Q: 3 clusters Score -1248768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1248766.250000 Penalty: 4400.336426
	Iteration 36Q: 3 clusters Score -1248766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1248766.625000 Penalty: 4400.336426
	Iteration 37Q: 3 clusters Score -1248767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1248767.375000 Penalty: 4400.336426
	Iteration 38Q: 3 clusters Score -1248767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1248767.750000 Penalty: 4400.336426
	Iteration 39Q: 3 clusters Score -1248768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1248771.375000 Penalty: 4400.336426
	Iteration 40F: 3 clusters Score -1248771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1248771.000000 Penalty: 4400.336426
	Iteration 41Q: 3 clusters Score -1248771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1248770.750000 Penalty: 4400.336426
	Iteration 42Q: 3 clusters Score -1248771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1248770.000000 Penalty: 4400.336426
	Iteration 43Q: 3 clusters Score -1248770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1248770.000000 Penalty: 4400.336426
	Iteration 44F: 3 clusters Score -1248770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Entering Unmasked Estep 
Score: -6061420.000000 Penalty: 2587.726318
	Iteration 0F: 2 clusters Score -6061420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -6038320.500000 Penalty: 5175.452637
	Iteration 0F: 3 clusters Score -6038320 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -6046837.000000 Penalty: 5175.452637
	Iteration 1F: 3 clusters Score -6046837 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -6047375.000000 Penalty: 5175.452637
	Iteration 2Q: 3 clusters Score -6047375 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -6047972.000000 Penalty: 5175.452637
	Iteration 3Q: 3 clusters Score -6047972 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -6048495.000000 Penalty: 5175.452637
	Iteration 4Q: 3 clusters Score -6048495 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -6049156.000000 Penalty: 5175.452637
	Iteration 5Q: 3 clusters Score -6049156 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6049982.500000 Penalty: 5175.452637
	Iteration 6Q: 3 clusters Score -6049982 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6050960.000000 Penalty: 5175.452637
	Iteration 7F: 3 clusters Score -6050960 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -6052126.000000 Penalty: 5175.452637
	Iteration 8F: 3 clusters Score -6052126 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6053392.500000 Penalty: 5175.452637
	Iteration 9F: 3 clusters Score -6053392 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6054573.500000 Penalty: 5175.452637
	Iteration 10F: 3 clusters Score -6054574 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6055629.000000 Penalty: 5175.452637
	Iteration 11Q: 3 clusters Score -6055629 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -6056473.500000 Penalty: 5175.452637
	Iteration 12Q: 3 clusters Score -6056474 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -6057059.000000 Penalty: 5175.452637
	Iteration 13Q: 3 clusters Score -6057059 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6057377.000000 Penalty: 5175.452637
	Iteration 14Q: 3 clusters Score -6057377 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6057602.500000 Penalty: 5175.452637
	Iteration 15Q: 3 clusters Score -6057602 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -6057797.500000 Penalty: 5175.452637
	Iteration 16Q: 3 clusters Score -6057798 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6058003.500000 Penalty: 5175.452637
	Iteration 17Q: 3 clusters Score -6058004 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -6058149.000000 Penalty: 5175.452637
	Iteration 18Q: 3 clusters Score -6058149 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -6058235.000000 Penalty: 5175.452637
	Iteration 19Q: 3 clusters Score -6058235 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6058313.000000 Penalty: 5175.452637
	Iteration 20F: 3 clusters Score -6058313 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -6058411.000000 Penalty: 5175.452637
	Iteration 21Q: 3 clusters Score -6058411 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6058451.500000 Penalty: 5175.452637
	Iteration 22Q: 3 clusters Score -6058452 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6058499.500000 Penalty: 5175.452637
	Iteration 23Q: 3 clusters Score -6058500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6058542.500000 Penalty: 5175.452637
	Iteration 24Q: 3 clusters Score -6058542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -6058596.500000 Penalty: 5175.452637
	Iteration 25Q: 3 clusters Score -6058596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -6058637.500000 Penalty: 5175.452637
	Iteration 26Q: 3 clusters Score -6058638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -6058693.000000 Penalty: 5175.452637
	Iteration 27Q: 3 clusters Score -6058693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -6058724.500000 Penalty: 5175.452637
	Iteration 28Q: 3 clusters Score -6058724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -6058734.500000 Penalty: 5175.452637
	Iteration 29Q: 3 clusters Score -6058734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6058772.000000 Penalty: 5175.452637
	Iteration 30Q: 3 clusters Score -6058772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -6058786.000000 Penalty: 5175.452637
	Iteration 31Q: 3 clusters Score -6058786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6058815.500000 Penalty: 5175.452637
	Iteration 32Q: 3 clusters Score -6058816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6058830.500000 Penalty: 5175.452637
	Iteration 33Q: 3 clusters Score -6058830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6058855.000000 Penalty: 5175.452637
	Iteration 34Q: 3 clusters Score -6058855 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6058888.500000 Penalty: 5175.452637
	Iteration 35Q: 3 clusters Score -6058888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -6058903.000000 Penalty: 5175.452637
	Iteration 36Q: 3 clusters Score -6058903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -6058918.500000 Penalty: 5175.452637
	Iteration 37Q: 3 clusters Score -6058918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -6058931.500000 Penalty: 5175.452637
	Iteration 38Q: 3 clusters Score -6058932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6058934.500000 Penalty: 5175.452637
	Iteration 39Q: 3 clusters Score -6058934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -6058958.000000 Penalty: 5175.452637
	Iteration 40F: 3 clusters Score -6058958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -6058977.000000 Penalty: 5175.452637
	Iteration 41Q: 3 clusters Score -6058977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -6059015.000000 Penalty: 5175.452637
	Iteration 42Q: 3 clusters Score -6059015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6059038.000000 Penalty: 5175.452637
	Iteration 43Q: 3 clusters Score -6059038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -6059046.000000 Penalty: 5175.452637
	Iteration 44Q: 3 clusters Score -6059046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -6059053.500000 Penalty: 5175.452637
	Iteration 45Q: 3 clusters Score -6059054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6059070.500000 Penalty: 5175.452637
	Iteration 46Q: 3 clusters Score -6059070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6059088.500000 Penalty: 5175.452637
	Iteration 47Q: 3 clusters Score -6059088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -6059098.500000 Penalty: 5175.452637
	Iteration 48Q: 3 clusters Score -6059098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -6059111.500000 Penalty: 5175.452637
	Iteration 49Q: 3 clusters Score -6059112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -6059117.000000 Penalty: 5175.452637
	Iteration 50Q: 3 clusters Score -6059117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -6059122.500000 Penalty: 5175.452637
	Iteration 51Q: 3 clusters Score -6059122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6059120.500000 Penalty: 5175.452637
	Iteration 52Q: 3 clusters Score -6059120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -6059130.500000 Penalty: 5175.452637
	Iteration 53Q: 3 clusters Score -6059130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6059123.500000 Penalty: 5175.452637
	Iteration 54Q: 3 clusters Score -6059124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -6059123.500000 Penalty: 5175.452637
	Iteration 55Q: 3 clusters Score -6059124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -6059135.000000 Penalty: 5175.452637
	Iteration 56Q: 3 clusters Score -6059135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -6059127.000000 Penalty: 5175.452637
	Iteration 57Q: 3 clusters Score -6059127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -6059139.000000 Penalty: 5175.452637
	Iteration 58Q: 3 clusters Score -6059139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -6059128.000000 Penalty: 5175.452637
	Iteration 59Q: 3 clusters Score -6059128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -6059121.500000 Penalty: 5175.452637
	Iteration 60F: 3 clusters Score -6059122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -6059129.000000 Penalty: 5175.452637
	Iteration 61Q: 3 clusters Score -6059129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -6059141.500000 Penalty: 5175.452637
	Iteration 62Q: 3 clusters Score -6059142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6059141.500000 Penalty: 5175.452637
	Iteration 63Q: 3 clusters Score -6059142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6059139.000000 Penalty: 5175.452637
	Iteration 64Q: 3 clusters Score -6059139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -6059135.000000 Penalty: 5175.452637
	Iteration 65Q: 3 clusters Score -6059135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -6059137.000000 Penalty: 5175.452637
	Iteration 66Q: 3 clusters Score -6059137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -6059131.000000 Penalty: 5175.452637
	Iteration 67Q: 3 clusters Score -6059131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -6059131.000000 Penalty: 5175.452637
	Iteration 68Q: 3 clusters Score -6059131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6059139.500000 Penalty: 5175.452637
	Iteration 69Q: 3 clusters Score -6059140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -6059141.500000 Penalty: 5175.452637
	Iteration 70Q: 3 clusters Score -6059142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6059151.500000 Penalty: 5175.452637
	Iteration 71Q: 3 clusters Score -6059152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -6059142.000000 Penalty: 5175.452637
	Iteration 72Q: 3 clusters Score -6059142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6059136.500000 Penalty: 5175.452637
	Iteration 73Q: 3 clusters Score -6059136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -6059142.000000 Penalty: 5175.452637
	Iteration 74Q: 3 clusters Score -6059142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6059150.500000 Penalty: 5175.452637
	Iteration 75Q: 3 clusters Score -6059150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6059141.500000 Penalty: 5175.452637
	Iteration 76Q: 3 clusters Score -6059142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6059149.000000 Penalty: 5175.452637
	Iteration 77Q: 3 clusters Score -6059149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6059155.000000 Penalty: 5175.452637
	Iteration 78Q: 3 clusters Score -6059155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -6059157.500000 Penalty: 5175.452637
	Iteration 79Q: 3 clusters Score -6059158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -6059157.000000 Penalty: 5175.452637
	Iteration 80F: 3 clusters Score -6059157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -6059157.500000 Penalty: 5175.452637
	Iteration 81Q: 3 clusters Score -6059158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6059161.500000 Penalty: 5175.452637
	Iteration 82Q: 3 clusters Score -6059162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -6059155.000000 Penalty: 5175.452637
	Iteration 83Q: 3 clusters Score -6059155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6059156.500000 Penalty: 5175.452637
	Iteration 84Q: 3 clusters Score -6059156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6059162.500000 Penalty: 5175.452637
	Iteration 85Q: 3 clusters Score -6059162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6059159.000000 Penalty: 5175.452637
	Iteration 86Q: 3 clusters Score -6059159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6059170.000000 Penalty: 5175.452637
	Iteration 87Q: 3 clusters Score -6059170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -6059169.000000 Penalty: 5175.452637
	Iteration 88Q: 3 clusters Score -6059169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -6059164.000000 Penalty: 5175.452637
	Iteration 89Q: 3 clusters Score -6059164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -6059172.500000 Penalty: 5175.452637
	Iteration 90Q: 3 clusters Score -6059172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -6059181.000000 Penalty: 5175.452637
	Iteration 91Q: 3 clusters Score -6059181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -6059176.500000 Penalty: 5175.452637
	Iteration 92Q: 3 clusters Score -6059176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6059182.500000 Penalty: 5175.452637
	Iteration 93Q: 3 clusters Score -6059182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6059179.000000 Penalty: 5175.452637
	Iteration 94Q: 3 clusters Score -6059179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -6059174.500000 Penalty: 5175.452637
	Iteration 95Q: 3 clusters Score -6059174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6059169.000000 Penalty: 5175.452637
	Iteration 96Q: 3 clusters Score -6059169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -6059163.000000 Penalty: 5175.452637
	Iteration 97Q: 3 clusters Score -6059163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6059167.000000 Penalty: 5175.452637
	Iteration 98Q: 3 clusters Score -6059167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -6059158.500000 Penalty: 5175.452637
	Iteration 99Q: 3 clusters Score -6059158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6059166.500000 Penalty: 5175.452637
	Iteration 100F: 3 clusters Score -6059166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -6059173.500000 Penalty: 5175.452637
	Iteration 101Q: 3 clusters Score -6059174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -6059170.500000 Penalty: 5175.452637
	Iteration 102Q: 3 clusters Score -6059170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -6059164.500000 Penalty: 5175.452637
	Iteration 103Q: 3 clusters Score -6059164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6059164.500000 Penalty: 5175.452637
	Iteration 104Q: 3 clusters Score -6059164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6059169.000000 Penalty: 5175.452637
	Iteration 105Q: 3 clusters Score -6059169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6059167.500000 Penalty: 5175.452637
	Iteration 106Q: 3 clusters Score -6059168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6059167.500000 Penalty: 5175.452637
	Iteration 107F: 3 clusters Score -6059168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -542923.250000 Penalty: 1996.732544
	Iteration 0F: 2 clusters Score -542923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -539687.937500 Penalty: 3993.465088
	Iteration 0F: 3 clusters Score -539687.9 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -540821.250000 Penalty: 3993.465088
	Iteration 1F: 3 clusters Score -540821.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -541620.625000 Penalty: 3993.465088
	Iteration 2F: 3 clusters Score -541620.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -542203.625000 Penalty: 3993.465088
	Iteration 3F: 3 clusters Score -542203.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -542497.375000 Penalty: 3993.465088
	Iteration 4F: 3 clusters Score -542497.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -542624.875000 Penalty: 3993.465088
	Iteration 5Q: 3 clusters Score -542624.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -542670.437500 Penalty: 3993.465088
	Iteration 6Q: 3 clusters Score -542670.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -542684.750000 Penalty: 3993.465088
	Iteration 7Q: 3 clusters Score -542684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -542692.000000 Penalty: 3993.465088
	Iteration 8Q: 3 clusters Score -542692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -542699.000000 Penalty: 3993.465088
	Iteration 9Q: 3 clusters Score -542699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -542704.437500 Penalty: 3993.465088
	Iteration 10Q: 3 clusters Score -542704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -542705.687500 Penalty: 3993.465088
	Iteration 11Q: 3 clusters Score -542705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -542708.500000 Penalty: 3993.465088
	Iteration 12Q: 3 clusters Score -542708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -542710.125000 Penalty: 3993.465088
	Iteration 13Q: 3 clusters Score -542710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -542711.000000 Penalty: 3993.465088
	Iteration 14Q: 3 clusters Score -542711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -542711.000000 Penalty: 3993.465088
	Iteration 15F: 3 clusters Score -542711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (25217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Entering Unmasked Estep 
Score: -4460973.000000 Penalty: 2513.547852
	Iteration 0F: 2 clusters Score -4460973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4443700.000000 Penalty: 5027.095703
	Iteration 0F: 3 clusters Score -4443700 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4449808.500000 Penalty: 5027.095703
	Iteration 1F: 3 clusters Score -4449808 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4450420.500000 Penalty: 5027.095703
	Iteration 2F: 3 clusters Score -4450420 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4451076.500000 Penalty: 5027.095703
	Iteration 3F: 3 clusters Score -4451076 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4451744.000000 Penalty: 5027.095703
	Iteration 4F: 3 clusters Score -4451744 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4452458.500000 Penalty: 5027.095703
	Iteration 5F: 3 clusters Score -4452458 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4453188.000000 Penalty: 5027.095703
	Iteration 6Q: 3 clusters Score -4453188 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4453958.500000 Penalty: 5027.095703
	Iteration 7Q: 3 clusters Score -4453958 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4454817.000000 Penalty: 5027.095703
	Iteration 8F: 3 clusters Score -4454817 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4455575.500000 Penalty: 5027.095703
	Iteration 9Q: 3 clusters Score -4455576 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -4456193.000000 Penalty: 5027.095703
	Iteration 10Q: 3 clusters Score -4456193 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4456592.000000 Penalty: 5027.095703
	Iteration 11Q: 3 clusters Score -4456592 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4456867.000000 Penalty: 5027.095703
	Iteration 12Q: 3 clusters Score -4456867 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4457068.500000 Penalty: 5027.095703
	Iteration 13Q: 3 clusters Score -4457068 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4457184.000000 Penalty: 5027.095703
	Iteration 14Q: 3 clusters Score -4457184 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4457296.500000 Penalty: 5027.095703
	Iteration 15Q: 3 clusters Score -4457296 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4457400.000000 Penalty: 5027.095703
	Iteration 16Q: 3 clusters Score -4457400 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4457482.500000 Penalty: 5027.095703
	Iteration 17Q: 3 clusters Score -4457482 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4457547.000000 Penalty: 5027.095703
	Iteration 18Q: 3 clusters Score -4457547 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4457614.000000 Penalty: 5027.095703
	Iteration 19Q: 3 clusters Score -4457614 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4457695.000000 Penalty: 5027.095703
	Iteration 20F: 3 clusters Score -4457695 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4457762.000000 Penalty: 5027.095703
	Iteration 21Q: 3 clusters Score -4457762 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4457824.500000 Penalty: 5027.095703
	Iteration 22Q: 3 clusters Score -4457824 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4457885.000000 Penalty: 5027.095703
	Iteration 23Q: 3 clusters Score -4457885 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4457939.500000 Penalty: 5027.095703
	Iteration 24Q: 3 clusters Score -4457940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4457986.000000 Penalty: 5027.095703
	Iteration 25Q: 3 clusters Score -4457986 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4458016.500000 Penalty: 5027.095703
	Iteration 26Q: 3 clusters Score -4458016 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4458044.000000 Penalty: 5027.095703
	Iteration 27Q: 3 clusters Score -4458044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4458098.000000 Penalty: 5027.095703
	Iteration 28Q: 3 clusters Score -4458098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4458149.500000 Penalty: 5027.095703
	Iteration 29Q: 3 clusters Score -4458150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4458214.000000 Penalty: 5027.095703
	Iteration 30Q: 3 clusters Score -4458214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4458240.000000 Penalty: 5027.095703
	Iteration 31Q: 3 clusters Score -4458240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4458284.000000 Penalty: 5027.095703
	Iteration 32Q: 3 clusters Score -4458284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4458318.500000 Penalty: 5027.095703
	Iteration 33Q: 3 clusters Score -4458318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4458379.000000 Penalty: 5027.095703
	Iteration 34Q: 3 clusters Score -4458379 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4458424.500000 Penalty: 5027.095703
	Iteration 35Q: 3 clusters Score -4458424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4458451.500000 Penalty: 5027.095703
	Iteration 36Q: 3 clusters Score -4458452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4458462.500000 Penalty: 5027.095703
	Iteration 37Q: 3 clusters Score -4458462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4458478.500000 Penalty: 5027.095703
	Iteration 38Q: 3 clusters Score -4458478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4458494.500000 Penalty: 5027.095703
	Iteration 39Q: 3 clusters Score -4458494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4458517.000000 Penalty: 5027.095703
	Iteration 40F: 3 clusters Score -4458517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4458538.000000 Penalty: 5027.095703
	Iteration 41Q: 3 clusters Score -4458538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4458559.000000 Penalty: 5027.095703
	Iteration 42Q: 3 clusters Score -4458559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4458580.500000 Penalty: 5027.095703
	Iteration 43Q: 3 clusters Score -4458580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4458597.500000 Penalty: 5027.095703
	Iteration 44Q: 3 clusters Score -4458598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4458620.000000 Penalty: 5027.095703
	Iteration 45Q: 3 clusters Score -4458620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4458641.000000 Penalty: 5027.095703
	Iteration 46Q: 3 clusters Score -4458641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4458659.000000 Penalty: 5027.095703
	Iteration 47Q: 3 clusters Score -4458659 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4458662.500000 Penalty: 5027.095703
	Iteration 48Q: 3 clusters Score -4458662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4458676.000000 Penalty: 5027.095703
	Iteration 49Q: 3 clusters Score -4458676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4458695.000000 Penalty: 5027.095703
	Iteration 50Q: 3 clusters Score -4458695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4458683.000000 Penalty: 5027.095703
	Iteration 51Q: 3 clusters Score -4458683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4458696.500000 Penalty: 5027.095703
	Iteration 52Q: 3 clusters Score -4458696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4458708.000000 Penalty: 5027.095703
	Iteration 53Q: 3 clusters Score -4458708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4458722.500000 Penalty: 5027.095703
	Iteration 54Q: 3 clusters Score -4458722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4458735.000000 Penalty: 5027.095703
	Iteration 55Q: 3 clusters Score -4458735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4458746.000000 Penalty: 5027.095703
	Iteration 56Q: 3 clusters Score -4458746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4458756.500000 Penalty: 5027.095703
	Iteration 57Q: 3 clusters Score -4458756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4458763.500000 Penalty: 5027.095703
	Iteration 58Q: 3 clusters Score -4458764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4458786.000000 Penalty: 5027.095703
	Iteration 59Q: 3 clusters Score -4458786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4458800.500000 Penalty: 5027.095703
	Iteration 60F: 3 clusters Score -4458800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4458808.500000 Penalty: 5027.095703
	Iteration 61Q: 3 clusters Score -4458808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4458826.000000 Penalty: 5027.095703
	Iteration 62Q: 3 clusters Score -4458826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4458830.500000 Penalty: 5027.095703
	Iteration 63Q: 3 clusters Score -4458830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4458837.000000 Penalty: 5027.095703
	Iteration 64Q: 3 clusters Score -4458837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4458848.500000 Penalty: 5027.095703
	Iteration 65Q: 3 clusters Score -4458848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4458856.500000 Penalty: 5027.095703
	Iteration 66Q: 3 clusters Score -4458856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4458855.500000 Penalty: 5027.095703
	Iteration 67Q: 3 clusters Score -4458856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4458853.500000 Penalty: 5027.095703
	Iteration 68Q: 3 clusters Score -4458854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4458864.000000 Penalty: 5027.095703
	Iteration 69Q: 3 clusters Score -4458864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4458874.000000 Penalty: 5027.095703
	Iteration 70Q: 3 clusters Score -4458874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4458883.500000 Penalty: 5027.095703
	Iteration 71Q: 3 clusters Score -4458884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4458887.500000 Penalty: 5027.095703
	Iteration 72Q: 3 clusters Score -4458888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4458889.000000 Penalty: 5027.095703
	Iteration 73Q: 3 clusters Score -4458889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4458886.000000 Penalty: 5027.095703
	Iteration 74Q: 3 clusters Score -4458886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4458890.000000 Penalty: 5027.095703
	Iteration 75Q: 3 clusters Score -4458890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4458896.500000 Penalty: 5027.095703
	Iteration 76Q: 3 clusters Score -4458896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4458902.000000 Penalty: 5027.095703
	Iteration 77Q: 3 clusters Score -4458902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4458902.000000 Penalty: 5027.095703
	Iteration 78Q: 3 clusters Score -4458902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4458907.500000 Penalty: 5027.095703
	Iteration 79Q: 3 clusters Score -4458908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4458905.000000 Penalty: 5027.095703
	Iteration 80F: 3 clusters Score -4458905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4458907.500000 Penalty: 5027.095703
	Iteration 81Q: 3 clusters Score -4458908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4458899.500000 Penalty: 5027.095703
	Iteration 82Q: 3 clusters Score -4458900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4458907.500000 Penalty: 5027.095703
	Iteration 83Q: 3 clusters Score -4458908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4458909.500000 Penalty: 5027.095703
	Iteration 84Q: 3 clusters Score -4458910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4458903.000000 Penalty: 5027.095703
	Iteration 85Q: 3 clusters Score -4458903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4458903.000000 Penalty: 5027.095703
	Iteration 86F: 3 clusters Score -4458903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -1146843.875000 Penalty: 2198.386963
	Iteration 0F: 2 clusters Score -1146844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1141153.250000 Penalty: 4396.773926
	Iteration 0F: 3 clusters Score -1141153 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1142920.250000 Penalty: 4396.773926
	Iteration 1F: 3 clusters Score -1142920 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1143378.250000 Penalty: 4396.773926
	Iteration 2F: 3 clusters Score -1143378 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1143796.000000 Penalty: 4396.773926
	Iteration 3F: 3 clusters Score -1143796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1144181.750000 Penalty: 4396.773926
	Iteration 4F: 3 clusters Score -1144182 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1144543.000000 Penalty: 4396.773926
	Iteration 5F: 3 clusters Score -1144543 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1144834.250000 Penalty: 4396.773926
	Iteration 6F: 3 clusters Score -1144834 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1145090.750000 Penalty: 4396.773926
	Iteration 7Q: 3 clusters Score -1145091 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1145289.125000 Penalty: 4396.773926
	Iteration 8Q: 3 clusters Score -1145289 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1145460.125000 Penalty: 4396.773926
	Iteration 9Q: 3 clusters Score -1145460 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1145615.875000 Penalty: 4396.773926
	Iteration 10Q: 3 clusters Score -1145616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1145723.625000 Penalty: 4396.773926
	Iteration 11Q: 3 clusters Score -1145724 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1145787.250000 Penalty: 4396.773926
	Iteration 12Q: 3 clusters Score -1145787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1145827.875000 Penalty: 4396.773926
	Iteration 13Q: 3 clusters Score -1145828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1145856.375000 Penalty: 4396.773926
	Iteration 14Q: 3 clusters Score -1145856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1145873.375000 Penalty: 4396.773926
	Iteration 15Q: 3 clusters Score -1145873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1145887.875000 Penalty: 4396.773926
	Iteration 16Q: 3 clusters Score -1145888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1145905.750000 Penalty: 4396.773926
	Iteration 17Q: 3 clusters Score -1145906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1145924.125000 Penalty: 4396.773926
	Iteration 18Q: 3 clusters Score -1145924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1145948.250000 Penalty: 4396.773926
	Iteration 19Q: 3 clusters Score -1145948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1145962.125000 Penalty: 4396.773926
	Iteration 20F: 3 clusters Score -1145962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1145973.625000 Penalty: 4396.773926
	Iteration 21Q: 3 clusters Score -1145974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1145985.500000 Penalty: 4396.773926
	Iteration 22Q: 3 clusters Score -1145986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1146000.250000 Penalty: 4396.773926
	Iteration 23Q: 3 clusters Score -1146000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1146012.875000 Penalty: 4396.773926
	Iteration 24Q: 3 clusters Score -1146013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1146031.750000 Penalty: 4396.773926
	Iteration 25Q: 3 clusters Score -1146032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1146056.625000 Penalty: 4396.773926
	Iteration 26Q: 3 clusters Score -1146057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1146092.625000 Penalty: 4396.773926
	Iteration 27Q: 3 clusters Score -1146093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1146119.750000 Penalty: 4396.773926
	Iteration 28Q: 3 clusters Score -1146120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1146140.375000 Penalty: 4396.773926
	Iteration 29Q: 3 clusters Score -1146140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1146163.625000 Penalty: 4396.773926
	Iteration 30Q: 3 clusters Score -1146164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1146180.250000 Penalty: 4396.773926
	Iteration 31Q: 3 clusters Score -1146180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1146192.500000 Penalty: 4396.773926
	Iteration 32Q: 3 clusters Score -1146192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1146207.875000 Penalty: 4396.773926
	Iteration 33Q: 3 clusters Score -1146208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1146217.375000 Penalty: 4396.773926
	Iteration 34Q: 3 clusters Score -1146217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1146223.125000 Penalty: 4396.773926
	Iteration 35Q: 3 clusters Score -1146223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1146229.500000 Penalty: 4396.773926
	Iteration 36Q: 3 clusters Score -1146230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1146232.375000 Penalty: 4396.773926
	Iteration 37Q: 3 clusters Score -1146232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1146234.875000 Penalty: 4396.773926
	Iteration 38Q: 3 clusters Score -1146235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1146238.375000 Penalty: 4396.773926
	Iteration 39Q: 3 clusters Score -1146238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1146239.375000 Penalty: 4396.773926
	Iteration 40F: 3 clusters Score -1146239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1146242.625000 Penalty: 4396.773926
	Iteration 41Q: 3 clusters Score -1146243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1146248.000000 Penalty: 4396.773926
	Iteration 42Q: 3 clusters Score -1146248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1146247.250000 Penalty: 4396.773926
	Iteration 43Q: 3 clusters Score -1146247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1146248.000000 Penalty: 4396.773926
	Iteration 44Q: 3 clusters Score -1146248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1146249.625000 Penalty: 4396.773926
	Iteration 45Q: 3 clusters Score -1146250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1146250.625000 Penalty: 4396.773926
	Iteration 46Q: 3 clusters Score -1146251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1146251.250000 Penalty: 4396.773926
	Iteration 47Q: 3 clusters Score -1146251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1146251.250000 Penalty: 4396.773926
	Iteration 48F: 3 clusters Score -1146251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Entering Unmasked Estep 
Score: -1350338.750000 Penalty: 2222.768555
	Iteration 0F: 2 clusters Score -1350339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1344003.250000 Penalty: 4445.537109
	Iteration 0F: 3 clusters Score -1344003 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1345744.250000 Penalty: 4445.537109
	Iteration 1F: 3 clusters Score -1345744 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1346083.125000 Penalty: 4445.537109
	Iteration 2F: 3 clusters Score -1346083 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1346446.250000 Penalty: 4445.537109
	Iteration 3F: 3 clusters Score -1346446 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1346885.625000 Penalty: 4445.537109
	Iteration 4F: 3 clusters Score -1346886 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1347372.750000 Penalty: 4445.537109
	Iteration 5F: 3 clusters Score -1347373 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1347878.250000 Penalty: 4445.537109
	Iteration 6F: 3 clusters Score -1347878 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1348260.875000 Penalty: 4445.537109
	Iteration 7F: 3 clusters Score -1348261 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1348493.125000 Penalty: 4445.537109
	Iteration 8Q: 3 clusters Score -1348493 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1348652.500000 Penalty: 4445.537109
	Iteration 9Q: 3 clusters Score -1348652 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1348742.750000 Penalty: 4445.537109
	Iteration 10Q: 3 clusters Score -1348743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1348804.875000 Penalty: 4445.537109
	Iteration 11Q: 3 clusters Score -1348805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1348863.000000 Penalty: 4445.537109
	Iteration 12Q: 3 clusters Score -1348863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1348912.125000 Penalty: 4445.537109
	Iteration 13Q: 3 clusters Score -1348912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1348956.125000 Penalty: 4445.537109
	Iteration 14Q: 3 clusters Score -1348956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1348996.750000 Penalty: 4445.537109
	Iteration 15Q: 3 clusters Score -1348997 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1349029.875000 Penalty: 4445.537109
	Iteration 16Q: 3 clusters Score -1349030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1349057.875000 Penalty: 4445.537109
	Iteration 17Q: 3 clusters Score -1349058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1349082.875000 Penalty: 4445.537109
	Iteration 18Q: 3 clusters Score -1349083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1349106.500000 Penalty: 4445.537109
	Iteration 19Q: 3 clusters Score -1349106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1349130.750000 Penalty: 4445.537109
	Iteration 20F: 3 clusters Score -1349131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1349144.750000 Penalty: 4445.537109
	Iteration 21Q: 3 clusters Score -1349145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1349154.125000 Penalty: 4445.537109
	Iteration 22Q: 3 clusters Score -1349154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1349165.375000 Penalty: 4445.537109
	Iteration 23Q: 3 clusters Score -1349165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1349171.750000 Penalty: 4445.537109
	Iteration 24Q: 3 clusters Score -1349172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1349175.875000 Penalty: 4445.537109
	Iteration 25Q: 3 clusters Score -1349176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1349181.125000 Penalty: 4445.537109
	Iteration 26Q: 3 clusters Score -1349181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1349188.625000 Penalty: 4445.537109
	Iteration 27Q: 3 clusters Score -1349189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1349192.875000 Penalty: 4445.537109
	Iteration 28Q: 3 clusters Score -1349193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1349203.375000 Penalty: 4445.537109
	Iteration 29Q: 3 clusters Score -1349203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1349200.000000 Penalty: 4445.537109
	Iteration 30Q: 3 clusters Score -1349200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1349203.500000 Penalty: 4445.537109
	Iteration 31Q: 3 clusters Score -1349204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1349203.375000 Penalty: 4445.537109
	Iteration 32Q: 3 clusters Score -1349203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1349206.125000 Penalty: 4445.537109
	Iteration 33Q: 3 clusters Score -1349206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1349208.125000 Penalty: 4445.537109
	Iteration 34Q: 3 clusters Score -1349208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1349207.500000 Penalty: 4445.537109
	Iteration 35Q: 3 clusters Score -1349208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1349207.375000 Penalty: 4445.537109
	Iteration 36Q: 3 clusters Score -1349207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1349207.500000 Penalty: 4445.537109
	Iteration 37Q: 3 clusters Score -1349208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1349207.875000 Penalty: 4445.537109
	Iteration 38Q: 3 clusters Score -1349208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1349207.875000 Penalty: 4445.537109
	Iteration 39Q: 3 clusters Score -1349208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1349207.875000 Penalty: 4445.537109
	Iteration 40F: 3 clusters Score -1349208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -2536524.000000 Penalty: 2384.719727
	Iteration 0F: 2 clusters Score -2536524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2525687.750000 Penalty: 4769.439453
	Iteration 0F: 3 clusters Score -2525688 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2529257.500000 Penalty: 4769.439453
	Iteration 1F: 3 clusters Score -2529258 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2529963.250000 Penalty: 4769.439453
	Iteration 2F: 3 clusters Score -2529963 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2530872.750000 Penalty: 4769.439453
	Iteration 3F: 3 clusters Score -2530873 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2532133.750000 Penalty: 4769.439453
	Iteration 4F: 3 clusters Score -2532134 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2533598.000000 Penalty: 4769.439453
	Iteration 5F: 3 clusters Score -2533598 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2534749.500000 Penalty: 4769.439453
	Iteration 6F: 3 clusters Score -2534750 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2535404.250000 Penalty: 4769.439453
	Iteration 7F: 3 clusters Score -2535404 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2535701.500000 Penalty: 4769.439453
	Iteration 8Q: 3 clusters Score -2535702 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2535815.250000 Penalty: 4769.439453
	Iteration 9Q: 3 clusters Score -2535815 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2535867.250000 Penalty: 4769.439453
	Iteration 10Q: 3 clusters Score -2535867 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2535894.250000 Penalty: 4769.439453
	Iteration 11Q: 3 clusters Score -2535894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2535914.500000 Penalty: 4769.439453
	Iteration 12Q: 3 clusters Score -2535914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2535933.750000 Penalty: 4769.439453
	Iteration 13Q: 3 clusters Score -2535934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2535953.000000 Penalty: 4769.439453
	Iteration 14Q: 3 clusters Score -2535953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2535953.000000 Penalty: 4769.439453
	Iteration 15Q: 3 clusters Score -2535953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2535965.750000 Penalty: 4769.439453
	Iteration 16Q: 3 clusters Score -2535966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2535963.750000 Penalty: 4769.439453
	Iteration 17Q: 3 clusters Score -2535964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2535967.250000 Penalty: 4769.439453
	Iteration 18Q: 3 clusters Score -2535967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2535973.250000 Penalty: 4769.439453
	Iteration 19Q: 3 clusters Score -2535973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2535975.000000 Penalty: 4769.439453
	Iteration 20F: 3 clusters Score -2535975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2535975.000000 Penalty: 4769.439453
	Iteration 21Q: 3 clusters Score -2535975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2535977.500000 Penalty: 4769.439453
	Iteration 22Q: 3 clusters Score -2535978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2535976.500000 Penalty: 4769.439453
	Iteration 23Q: 3 clusters Score -2535976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2535979.250000 Penalty: 4769.439453
	Iteration 24Q: 3 clusters Score -2535979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2535983.250000 Penalty: 4769.439453
	Iteration 25Q: 3 clusters Score -2535983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2535988.250000 Penalty: 4769.439453
	Iteration 26Q: 3 clusters Score -2535988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2535985.000000 Penalty: 4769.439453
	Iteration 27Q: 3 clusters Score -2535985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2535987.250000 Penalty: 4769.439453
	Iteration 28Q: 3 clusters Score -2535987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2535984.500000 Penalty: 4769.439453
	Iteration 29Q: 3 clusters Score -2535984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2535982.250000 Penalty: 4769.439453
	Iteration 30Q: 3 clusters Score -2535982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2535984.500000 Penalty: 4769.439453
	Iteration 31Q: 3 clusters Score -2535984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2535987.000000 Penalty: 4769.439453
	Iteration 32Q: 3 clusters Score -2535987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2535986.500000 Penalty: 4769.439453
	Iteration 33Q: 3 clusters Score -2535986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2535985.500000 Penalty: 4769.439453
	Iteration 34Q: 3 clusters Score -2535986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2535987.000000 Penalty: 4769.439453
	Iteration 35Q: 3 clusters Score -2535987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2535989.250000 Penalty: 4769.439453
	Iteration 36Q: 3 clusters Score -2535989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2535993.250000 Penalty: 4769.439453
	Iteration 37Q: 3 clusters Score -2535993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2535990.500000 Penalty: 4769.439453
	Iteration 38Q: 3 clusters Score -2535990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2535990.500000 Penalty: 4769.439453
	Iteration 39F: 3 clusters Score -2535990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -738452.375000 Penalty: 2094.745850
	Iteration 0F: 2 clusters Score -738452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -734164.187500 Penalty: 4189.491699
	Iteration 0F: 3 clusters Score -734164.2 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -735410.750000 Penalty: 4189.491699
	Iteration 1F: 3 clusters Score -735410.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -736019.625000 Penalty: 4189.491699
	Iteration 2F: 3 clusters Score -736019.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -736552.125000 Penalty: 4189.491699
	Iteration 3F: 3 clusters Score -736552.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -736978.812500 Penalty: 4189.491699
	Iteration 4F: 3 clusters Score -736978.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -737301.625000 Penalty: 4189.491699
	Iteration 5F: 3 clusters Score -737301.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -737536.937500 Penalty: 4189.491699
	Iteration 6Q: 3 clusters Score -737536.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -737669.562500 Penalty: 4189.491699
	Iteration 7Q: 3 clusters Score -737669.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -737759.937500 Penalty: 4189.491699
	Iteration 8Q: 3 clusters Score -737759.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -737824.125000 Penalty: 4189.491699
	Iteration 9Q: 3 clusters Score -737824.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -737885.062500 Penalty: 4189.491699
	Iteration 10Q: 3 clusters Score -737885.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -737936.000000 Penalty: 4189.491699
	Iteration 11Q: 3 clusters Score -737936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -738000.375000 Penalty: 4189.491699
	Iteration 12Q: 3 clusters Score -738000.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -738080.750000 Penalty: 4189.491699
	Iteration 13Q: 3 clusters Score -738080.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -738228.000000 Penalty: 4189.491699
	Iteration 14Q: 3 clusters Score -738228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -738391.687500 Penalty: 4189.491699
	Iteration 15Q: 3 clusters Score -738391.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -738505.437500 Penalty: 4189.491699
	Iteration 16Q: 3 clusters Score -738505.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -738567.750000 Penalty: 4189.491699
	Iteration 17Q: 3 clusters Score -738567.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -738604.750000 Penalty: 4189.491699
	Iteration 18Q: 3 clusters Score -738604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -738624.812500 Penalty: 4189.491699
	Iteration 19Q: 3 clusters Score -738624.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -738645.687500 Penalty: 4189.491699
	Iteration 20F: 3 clusters Score -738645.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -738657.562500 Penalty: 4189.491699
	Iteration 21Q: 3 clusters Score -738657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -738673.625000 Penalty: 4189.491699
	Iteration 22Q: 3 clusters Score -738673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -738679.062500 Penalty: 4189.491699
	Iteration 23Q: 3 clusters Score -738679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -738682.875000 Penalty: 4189.491699
	Iteration 24Q: 3 clusters Score -738682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -738684.937500 Penalty: 4189.491699
	Iteration 25Q: 3 clusters Score -738684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -738686.625000 Penalty: 4189.491699
	Iteration 26Q: 3 clusters Score -738686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -738689.125000 Penalty: 4189.491699
	Iteration 27Q: 3 clusters Score -738689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -738690.437500 Penalty: 4189.491699
	Iteration 28Q: 3 clusters Score -738690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -738690.312500 Penalty: 4189.491699
	Iteration 29Q: 3 clusters Score -738690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -738690.312500 Penalty: 4189.491699
	Iteration 30F: 3 clusters Score -738690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 3270 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 1256 members 
Mstep: Class 61 contains 1389 members 
Entering Unmasked Estep 
Score: -117271248.000000 Penalty: 203298.921875
Splitting cluster 44 changes total score from -117272008.000000 to -117271248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -41239.613281 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -41239.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40070.378906 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -40070.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40310.261719 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -40310.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40437.910156 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -40437.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -40553.761719 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -40553.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40602.351562 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -40602.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40629.417969 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -40629.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40645.929688 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40645.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40655.734375 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -40655.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40682.167969 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -40682.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40689.167969 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -40689.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40689.167969 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -40689.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28442.628906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28442.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27211.378906 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27211.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27616.560547 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27616.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27873.958984 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -27873.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28066.894531 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -28066.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28192.005859 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -28192.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28262.363281 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -28262.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28376.380859 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28376.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28580.386719 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28580.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28780.439453 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -28780.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28990.818359 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -28990.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29057.730469 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -29057.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29058.308594 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -29058.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29058.308594 Penalty: 2923.623779
	Iteration 12F: 3 clusters Score -29058.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 1256 members 
Mstep: Class 61 contains 195 members 
Entering Unmasked Estep 
Score: -117270984.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117272008.000000 to -117270984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Entering Unmasked Estep 
Score: -1446920.125000 Penalty: 2236.696533
	Iteration 0F: 2 clusters Score -1446920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1440357.500000 Penalty: 4473.393066
	Iteration 0F: 3 clusters Score -1440358 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1442414.125000 Penalty: 4473.393066
	Iteration 1F: 3 clusters Score -1442414 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1443485.750000 Penalty: 4473.393066
	Iteration 2F: 3 clusters Score -1443486 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1444997.375000 Penalty: 4473.393066
	Iteration 3F: 3 clusters Score -1444997 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1445953.500000 Penalty: 4473.393066
	Iteration 4F: 3 clusters Score -1445954 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1446357.625000 Penalty: 4473.393066
	Iteration 5F: 3 clusters Score -1446358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1446491.000000 Penalty: 4473.393066
	Iteration 6Q: 3 clusters Score -1446491 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1446550.250000 Penalty: 4473.393066
	Iteration 7Q: 3 clusters Score -1446550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1446599.875000 Penalty: 4473.393066
	Iteration 8Q: 3 clusters Score -1446600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1446627.250000 Penalty: 4473.393066
	Iteration 9Q: 3 clusters Score -1446627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1446646.125000 Penalty: 4473.393066
	Iteration 10Q: 3 clusters Score -1446646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1446653.250000 Penalty: 4473.393066
	Iteration 11Q: 3 clusters Score -1446653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1446657.250000 Penalty: 4473.393066
	Iteration 12Q: 3 clusters Score -1446657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1446663.875000 Penalty: 4473.393066
	Iteration 13Q: 3 clusters Score -1446664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1446668.625000 Penalty: 4473.393066
	Iteration 14Q: 3 clusters Score -1446669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1446669.750000 Penalty: 4473.393066
	Iteration 15Q: 3 clusters Score -1446670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1446666.500000 Penalty: 4473.393066
	Iteration 16Q: 3 clusters Score -1446666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1446666.625000 Penalty: 4473.393066
	Iteration 17Q: 3 clusters Score -1446667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1446671.250000 Penalty: 4473.393066
	Iteration 18Q: 3 clusters Score -1446671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1446670.625000 Penalty: 4473.393066
	Iteration 19Q: 3 clusters Score -1446671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1446667.875000 Penalty: 4473.393066
	Iteration 20F: 3 clusters Score -1446668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1446670.625000 Penalty: 4473.393066
	Iteration 21Q: 3 clusters Score -1446671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1446670.625000 Penalty: 4473.393066
	Iteration 22Q: 3 clusters Score -1446671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1446673.000000 Penalty: 4473.393066
	Iteration 23Q: 3 clusters Score -1446673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1446672.750000 Penalty: 4473.393066
	Iteration 24Q: 3 clusters Score -1446673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1446673.375000 Penalty: 4473.393066
	Iteration 25Q: 3 clusters Score -1446673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1446673.375000 Penalty: 4473.393066
	Iteration 26F: 3 clusters Score -1446673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Entering Unmasked Estep 
Score: -7011531.500000 Penalty: 2624.770508
	Iteration 0F: 2 clusters Score -7011532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -6986741.500000 Penalty: 5249.541016
	Iteration 0F: 3 clusters Score -6986742 nChanged 18055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -6996805.000000 Penalty: 5249.541016
	Iteration 1F: 3 clusters Score -6996805 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -6997659.500000 Penalty: 5249.541016
	Iteration 2F: 3 clusters Score -6997660 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -6998505.000000 Penalty: 5249.541016
	Iteration 3F: 3 clusters Score -6998505 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6999504.500000 Penalty: 5249.541016
	Iteration 4F: 3 clusters Score -6999504 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -7000486.000000 Penalty: 5249.541016
	Iteration 5F: 3 clusters Score -7000486 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -7001557.000000 Penalty: 5249.541016
	Iteration 6F: 3 clusters Score -7001557 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -7002611.500000 Penalty: 5249.541016
	Iteration 7F: 3 clusters Score -7002612 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -7003515.000000 Penalty: 5249.541016
	Iteration 8Q: 3 clusters Score -7003515 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7004368.000000 Penalty: 5249.541016
	Iteration 9Q: 3 clusters Score -7004368 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -7005147.000000 Penalty: 5249.541016
	Iteration 10Q: 3 clusters Score -7005147 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -7006072.000000 Penalty: 5249.541016
	Iteration 11Q: 3 clusters Score -7006072 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -7006918.000000 Penalty: 5249.541016
	Iteration 12Q: 3 clusters Score -7006918 nChanged 1207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -7007600.000000 Penalty: 5249.541016
	Iteration 13Q: 3 clusters Score -7007600 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -7008205.500000 Penalty: 5249.541016
	Iteration 14Q: 3 clusters Score -7008206 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7008646.500000 Penalty: 5249.541016
	Iteration 15Q: 3 clusters Score -7008646 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7008993.000000 Penalty: 5249.541016
	Iteration 16Q: 3 clusters Score -7008993 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -7009207.000000 Penalty: 5249.541016
	Iteration 17Q: 3 clusters Score -7009207 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7009359.000000 Penalty: 5249.541016
	Iteration 18Q: 3 clusters Score -7009359 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7009462.000000 Penalty: 5249.541016
	Iteration 19Q: 3 clusters Score -7009462 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -7009566.000000 Penalty: 5249.541016
	Iteration 20F: 3 clusters Score -7009566 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7009637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7009655.500000 Penalty: 5249.541016
	Iteration 22Q: 3 clusters Score -7009656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7009681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7009689.000000 Penalty: 5249.541016
	Iteration 24Q: 3 clusters Score -7009689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -7009686.500000 Penalty: 5249.541016
	Iteration 25Q: 3 clusters Score -7009686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7009679.500000 Penalty: 5249.541016
	Iteration 26Q: 3 clusters Score -7009680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -7009660.500000 Penalty: 5249.541016
	Iteration 27Q: 3 clusters Score -7009660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -7009666.500000 Penalty: 5249.541016
	Iteration 28Q: 3 clusters Score -7009666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -7009670.500000 Penalty: 5249.541016
	Iteration 29Q: 3 clusters Score -7009670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -7009678.000000 Penalty: 5249.541016
	Iteration 30Q: 3 clusters Score -7009678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7009702.500000 Penalty: 5249.541016
	Iteration 31Q: 3 clusters Score -7009702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7009712.000000 Penalty: 5249.541016
	Iteration 32Q: 3 clusters Score -7009712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7009715.000000 Penalty: 5249.541016
	Iteration 33Q: 3 clusters Score -7009715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7009713.500000 Penalty: 5249.541016
	Iteration 34Q: 3 clusters Score -7009714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -7009708.500000 Penalty: 5249.541016
	Iteration 35Q: 3 clusters Score -7009708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7009719.500000 Penalty: 5249.541016
	Iteration 36Q: 3 clusters Score -7009720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7009718.000000 Penalty: 5249.541016
	Iteration 37Q: 3 clusters Score -7009718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -7009719.000000 Penalty: 5249.541016
	Iteration 38Q: 3 clusters Score -7009719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7009725.500000 Penalty: 5249.541016
	Iteration 39Q: 3 clusters Score -7009726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -7009713.500000 Penalty: 5249.541016
	Iteration 40F: 3 clusters Score -7009714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -7009718.000000 Penalty: 5249.541016
	Iteration 41Q: 3 clusters Score -7009718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7009726.500000 Penalty: 5249.541016
	Iteration 42Q: 3 clusters Score -7009726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7009719.000000 Penalty: 5249.541016
	Iteration 43Q: 3 clusters Score -7009719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7009719.000000 Penalty: 5249.541016
	Iteration 44Q: 3 clusters Score -7009719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7009719.000000 Penalty: 5249.541016
	Iteration 45Q: 3 clusters Score -7009719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7009724.500000 Penalty: 5249.541016
	Iteration 46Q: 3 clusters Score -7009724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7009718.500000 Penalty: 5249.541016
	Iteration 47Q: 3 clusters Score -7009718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7009723.500000 Penalty: 5249.541016
	Iteration 48Q: 3 clusters Score -7009724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -7009729.000000 Penalty: 5249.541016
	Iteration 49Q: 3 clusters Score -7009729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7009721.500000 Penalty: 5249.541016
	Iteration 50Q: 3 clusters Score -7009722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7009721.000000 Penalty: 5249.541016
	Iteration 51Q: 3 clusters Score -7009721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -7009731.000000 Penalty: 5249.541016
	Iteration 52Q: 3 clusters Score -7009731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 53Q: 3 clusters Score -7009725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7009726.000000 Penalty: 5249.541016
	Iteration 54Q: 3 clusters Score -7009726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7009725.500000 Penalty: 5249.541016
	Iteration 55Q: 3 clusters Score -7009726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7009736.000000 Penalty: 5249.541016
	Iteration 56Q: 3 clusters Score -7009736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -7009729.000000 Penalty: 5249.541016
	Iteration 57Q: 3 clusters Score -7009729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 58Q: 3 clusters Score -7009725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -7009726.500000 Penalty: 5249.541016
	Iteration 59Q: 3 clusters Score -7009726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7009727.000000 Penalty: 5249.541016
	Iteration 60F: 3 clusters Score -7009727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 61Q: 3 clusters Score -7009725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -7009724.500000 Penalty: 5249.541016
	Iteration 62Q: 3 clusters Score -7009724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7009722.500000 Penalty: 5249.541016
	Iteration 63Q: 3 clusters Score -7009722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7009727.500000 Penalty: 5249.541016
	Iteration 64Q: 3 clusters Score -7009728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 65Q: 3 clusters Score -7009725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7009724.500000 Penalty: 5249.541016
	Iteration 66Q: 3 clusters Score -7009724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7009731.500000 Penalty: 5249.541016
	Iteration 67Q: 3 clusters Score -7009732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7009731.000000 Penalty: 5249.541016
	Iteration 68Q: 3 clusters Score -7009731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7009722.000000 Penalty: 5249.541016
	Iteration 69Q: 3 clusters Score -7009722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 70Q: 3 clusters Score -7009725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7009722.000000 Penalty: 5249.541016
	Iteration 71Q: 3 clusters Score -7009722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7009720.000000 Penalty: 5249.541016
	Iteration 72Q: 3 clusters Score -7009720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7009729.000000 Penalty: 5249.541016
	Iteration 73Q: 3 clusters Score -7009729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7009728.500000 Penalty: 5249.541016
	Iteration 74Q: 3 clusters Score -7009728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7009725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7009725.000000 Penalty: 5249.541016
	Iteration 76F: 3 clusters Score -7009725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35681 members 
Entering Unmasked Estep 
Score: -6486887.500000 Penalty: 2599.628662
	Iteration 0F: 2 clusters Score -6486888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6463403.000000 Penalty: 5199.257324
	Iteration 0F: 3 clusters Score -6463403 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6472282 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6472773 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -6473196.500000 Penalty: 5199.257324
	Iteration 3Q: 3 clusters Score -6473196 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -6473652.500000 Penalty: 5199.257324
	Iteration 4Q: 3 clusters Score -6473652 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -6474257.000000 Penalty: 5199.257324
	Iteration 5Q: 3 clusters Score -6474257 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -6475143.500000 Penalty: 5199.257324
	Iteration 6F: 3 clusters Score -6475144 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -6476534.000000 Penalty: 5199.257324
	Iteration 7F: 3 clusters Score -6476534 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -6478373.500000 Penalty: 5199.257324
	Iteration 8F: 3 clusters Score -6478374 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -6480532.500000 Penalty: 5199.257324
	Iteration 9F: 3 clusters Score -6480532 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6482614.000000 Penalty: 5199.257324
	Iteration 10F: 3 clusters Score -6482614 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6483792.500000 Penalty: 5199.257324
	Iteration 11Q: 3 clusters Score -6483792 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6484292.000000 Penalty: 5199.257324
	Iteration 12Q: 3 clusters Score -6484292 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6484473.500000 Penalty: 5199.257324
	Iteration 13Q: 3 clusters Score -6484474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6484587.000000 Penalty: 5199.257324
	Iteration 14Q: 3 clusters Score -6484587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6484637.500000 Penalty: 5199.257324
	Iteration 15Q: 3 clusters Score -6484638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6484662.000000 Penalty: 5199.257324
	Iteration 16Q: 3 clusters Score -6484662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6484683.500000 Penalty: 5199.257324
	Iteration 17Q: 3 clusters Score -6484684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6484699.500000 Penalty: 5199.257324
	Iteration 18Q: 3 clusters Score -6484700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6484708.500000 Penalty: 5199.257324
	Iteration 19Q: 3 clusters Score -6484708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6484702.000000 Penalty: 5199.257324
	Iteration 20F: 3 clusters Score -6484702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6484706.000000 Penalty: 5199.257324
	Iteration 21Q: 3 clusters Score -6484706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6484711.000000 Penalty: 5199.257324
	Iteration 22Q: 3 clusters Score -6484711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6484714.500000 Penalty: 5199.257324
	Iteration 23Q: 3 clusters Score -6484714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6484718.500000 Penalty: 5199.257324
	Iteration 24Q: 3 clusters Score -6484718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6484725.500000 Penalty: 5199.257324
	Iteration 25Q: 3 clusters Score -6484726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6484732.000000 Penalty: 5199.257324
	Iteration 26Q: 3 clusters Score -6484732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6484734.000000 Penalty: 5199.257324
	Iteration 27Q: 3 clusters Score -6484734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6484734.000000 Penalty: 5199.257324
	Iteration 28F: 3 clusters Score -6484734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -350723.500000 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -350723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -348022.375000 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -348022.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -348736.031250 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -348736 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349066.375000 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -349066.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -349256.937500 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -349256.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -349410.656250 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -349410.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -349524.875000 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -349524.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -349596.937500 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -349596.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -349665.031250 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -349665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -349718.468750 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -349718.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -349758.843750 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -349758.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -349800.437500 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -349800.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -349837.468750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -349837.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -349879.031250 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -349879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349937.468750 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -349937.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -349976.125000 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -349976.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -350010.218750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -350010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -350031.500000 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -350031.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -350075.843750 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -350075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -350155.093750 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -350155.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -350258.875000 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -350258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -350307.031250 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -350307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -350345.093750 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -350345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -350368.500000 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -350368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -350383.468750 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -350383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -350390.312500 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -350390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -350392.906250 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -350392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -350395.656250 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -350395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -350399.687500 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -350399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350402.843750 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -350402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -350411.187500 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -350411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -350426.093750 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -350426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350434.718750 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -350434.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -350443.375000 Penalty: 3825.372070
	Iteration 32Q: 3 clusters Score -350443.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -350447.406250 Penalty: 3825.372070
	Iteration 33Q: 3 clusters Score -350447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350449.812500 Penalty: 3825.372070
	Iteration 34Q: 3 clusters Score -350449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -350452.406250 Penalty: 3825.372070
	Iteration 35Q: 3 clusters Score -350452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350454.718750 Penalty: 3825.372070
	Iteration 36Q: 3 clusters Score -350454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -350455.781250 Penalty: 3825.372070
	Iteration 37Q: 3 clusters Score -350455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -350455.906250 Penalty: 3825.372070
	Iteration 38Q: 3 clusters Score -350455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -350455.906250 Penalty: 3825.372070
	Iteration 39F: 3 clusters Score -350455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -1125818.250000 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -1125818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1120206.625000 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -1120207 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1122083.375000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -1122083 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1122722.625000 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -1122723 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1123258.000000 Penalty: 4375.359863
	Iteration 3F: 3 clusters Score -1123258 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1123758.625000 Penalty: 4375.359863
	Iteration 4F: 3 clusters Score -1123759 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1124274.875000 Penalty: 4375.359863
	Iteration 5F: 3 clusters Score -1124275 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1124816.500000 Penalty: 4375.359863
	Iteration 6F: 3 clusters Score -1124816 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1125221.375000 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -1125221 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1125622.625000 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -1125623 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1125868.375000 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -1125868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1125968.500000 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -1125968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1126023.000000 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -1126023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1126067.375000 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -1126067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1126096.500000 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -1126096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1126136.375000 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -1126136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1126170.500000 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -1126170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1126206.750000 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -1126207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1126238.625000 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -1126239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1126263.625000 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -1126264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1126283.875000 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -1126284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1126293.875000 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -1126294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1126297.125000 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -1126297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1126308.000000 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -1126308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1126314.500000 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -1126314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1126319.500000 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -1126320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1126322.500000 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -1126322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1126327.375000 Penalty: 4375.359863
	Iteration 26Q: 3 clusters Score -1126327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1126331.500000 Penalty: 4375.359863
	Iteration 27Q: 3 clusters Score -1126332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1126331.875000 Penalty: 4375.359863
	Iteration 28Q: 3 clusters Score -1126332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1126334.875000 Penalty: 4375.359863
	Iteration 29Q: 3 clusters Score -1126335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1126337.375000 Penalty: 4375.359863
	Iteration 30Q: 3 clusters Score -1126337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1126339.625000 Penalty: 4375.359863
	Iteration 31Q: 3 clusters Score -1126340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1126339.375000 Penalty: 4375.359863
	Iteration 32Q: 3 clusters Score -1126339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1126340.750000 Penalty: 4375.359863
	Iteration 33Q: 3 clusters Score -1126341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1126339.750000 Penalty: 4375.359863
	Iteration 34Q: 3 clusters Score -1126340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1126340.125000 Penalty: 4375.359863
	Iteration 35Q: 3 clusters Score -1126340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1126340.125000 Penalty: 4375.359863
	Iteration 36F: 3 clusters Score -1126340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 3375 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 1256 members 
Mstep: Class 61 contains 3402 members 
Entering Unmasked Estep 
Score: -117271312.000000 Penalty: 203298.921875
Splitting cluster 51 changes total score from -117272008.000000 to -117271312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75854.242188 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75854.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76076.554688 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76076.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76161.046875 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76161.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76211.046875 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76211.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76265.796875 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76296.398438 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76312.859375 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76312.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -76333.500000 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76337.695312 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76341.968750 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76341.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76349.234375 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76349.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76354.312500 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -76354.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76364.789062 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -76364.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76371.125000 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -76371.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76377.851562 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -76377.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76388.859375 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -76388.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76393.820312 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -76393.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76399.867188 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -76399.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76402.070312 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -76402.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76405.570312 Penalty: 3076.457764
	Iteration 19Q: 3 clusters Score -76405.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76408.679688 Penalty: 3076.457764
	Iteration 20F: 3 clusters Score -76408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76412.117188 Penalty: 3076.457764
	Iteration 21Q: 3 clusters Score -76412.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76415.773438 Penalty: 3076.457764
	Iteration 22Q: 3 clusters Score -76415.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76419.218750 Penalty: 3076.457764
	Iteration 23Q: 3 clusters Score -76419.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76421.796875 Penalty: 3076.457764
	Iteration 24Q: 3 clusters Score -76421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76421.796875 Penalty: 3076.457764
	Iteration 25F: 3 clusters Score -76421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -183381.046875 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -183381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -181401.453125 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -181401.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181883.500000 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -181883.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -182026.562500 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -182026.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182113.500000 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -182113.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182183.515625 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -182183.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182262.421875 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -182262.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182345.921875 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -182345.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -182407.953125 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -182408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182464.328125 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -182464.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -182520.250000 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -182520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182557.921875 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -182557.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182642.281250 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -182642.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -182707.093750 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -182707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -182757.109375 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -182757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182807.953125 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -182808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -182868.968750 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -182869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -182919.859375 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -182919.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182970.609375 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -182970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183033.953125 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -183034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -183105.343750 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -183105.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -183201.781250 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -183201.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -183332.484375 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -183332.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -183511.812500 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -183511.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183668.296875 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -183668.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -183830.656250 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -183830.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -183941.640625 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -183941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -184040.781250 Penalty: 3484.666992
	Iteration 26Q: 3 clusters Score -184040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -184127.281250 Penalty: 3484.666992
	Iteration 27Q: 3 clusters Score -184127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -184208.421875 Penalty: 3484.666992
	Iteration 28Q: 3 clusters Score -184208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -184277.328125 Penalty: 3484.666992
	Iteration 29Q: 3 clusters Score -184277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184282.328125 Penalty: 3484.666992
	Iteration 30Q: 3 clusters Score -184282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184282.328125 Penalty: 3484.666992
	Iteration 31F: 3 clusters Score -184282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 755 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Mstep: Class 59 contains 11758 members 
Mstep: Class 60 contains 1256 members 
Mstep: Class 61 contains 370 members 
Entering Unmasked Estep 
Score: -117271464.000000 Penalty: 203298.921875
Splitting cluster 53 changes total score from -117272008.000000 to -117271464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -16173.646484 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -16173.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14962.590820 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -14962.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15260.400391 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -15260.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15551.922852 Penalty: 2840.516357
	Iteration 2F: 3 clusters Score -15551.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15815.205078 Penalty: 2840.516357
	Iteration 3F: 3 clusters Score -15815.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15957.177734 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -15957.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16051.516602 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -16051.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16080.672852 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -16080.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16080.672852 Penalty: 2840.516357
	Iteration 7F: 3 clusters Score -16080.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -121997.523438 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -121997.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120245.867188 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -120245.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120553.539062 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -120553.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -120727.273438 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -120727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120864.132812 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -120864.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120997.687500 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -120997.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -121087.593750 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -121087.6 nChanged 26
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: -121160.000000 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -121160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -121214.625000 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -121214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -121235.796875 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -121235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -121250.507812 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -121250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -121256.554688 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -121256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -121265.195312 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -121265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -121271.242188 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -121271.2 nChanged 1
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: -121273.328125 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -121273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121276.101562 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -121276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121277.156250 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -121277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -121280.843750 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -121280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121282.546875 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -121282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121285.656250 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -121285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121285.656250 Penalty: 3334.424561
	Iteration 19F: 3 clusters Score -121285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Entering Unmasked Estep 
Score: -2470251.250000 Penalty: 2377.199951
	Iteration 0F: 2 clusters Score -2470251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2459765.750000 Penalty: 4754.399902
	Iteration 0F: 3 clusters Score -2459766 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2463107.250000 Penalty: 4754.399902
	Iteration 1F: 3 clusters Score -2463107 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2463454.250000 Penalty: 4754.399902
	Iteration 2F: 3 clusters Score -2463454 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2463686.500000 Penalty: 4754.399902
	Iteration 3Q: 3 clusters Score -2463686 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2463893.500000 Penalty: 4754.399902
	Iteration 4Q: 3 clusters Score -2463894 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2464088.250000 Penalty: 4754.399902
	Iteration 5Q: 3 clusters Score -2464088 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2464296.000000 Penalty: 4754.399902
	Iteration 6Q: 3 clusters Score -2464296 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2464511.500000 Penalty: 4754.399902
	Iteration 7Q: 3 clusters Score -2464512 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2464786.250000 Penalty: 4754.399902
	Iteration 8Q: 3 clusters Score -2464786 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2465073.000000 Penalty: 4754.399902
	Iteration 9Q: 3 clusters Score -2465073 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2465369.500000 Penalty: 4754.399902
	Iteration 10Q: 3 clusters Score -2465370 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2465685.250000 Penalty: 4754.399902
	Iteration 11Q: 3 clusters Score -2465685 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2465963.750000 Penalty: 4754.399902
	Iteration 12Q: 3 clusters Score -2465964 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2466193.000000 Penalty: 4754.399902
	Iteration 13Q: 3 clusters Score -2466193 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2466397.500000 Penalty: 4754.399902
	Iteration 14Q: 3 clusters Score -2466398 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2466576.750000 Penalty: 4754.399902
	Iteration 15Q: 3 clusters Score -2466577 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2466769.250000 Penalty: 4754.399902
	Iteration 16Q: 3 clusters Score -2466769 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2466946.750000 Penalty: 4754.399902
	Iteration 17Q: 3 clusters Score -2466947 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2467100.000000 Penalty: 4754.399902
	Iteration 18Q: 3 clusters Score -2467100 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2467240.250000 Penalty: 4754.399902
	Iteration 19Q: 3 clusters Score -2467240 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2467378.000000 Penalty: 4754.399902
	Iteration 20F: 3 clusters Score -2467378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2467493.250000 Penalty: 4754.399902
	Iteration 21Q: 3 clusters Score -2467493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2467624.250000 Penalty: 4754.399902
	Iteration 22Q: 3 clusters Score -2467624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2467717.000000 Penalty: 4754.399902
	Iteration 23Q: 3 clusters Score -2467717 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2467806.500000 Penalty: 4754.399902
	Iteration 24Q: 3 clusters Score -2467806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2467898.000000 Penalty: 4754.399902
	Iteration 25Q: 3 clusters Score -2467898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2467952.750000 Penalty: 4754.399902
	Iteration 26Q: 3 clusters Score -2467953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2468003.750000 Penalty: 4754.399902
	Iteration 27Q: 3 clusters Score -2468004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2468045.750000 Penalty: 4754.399902
	Iteration 28Q: 3 clusters Score -2468046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2468084.250000 Penalty: 4754.399902
	Iteration 29Q: 3 clusters Score -2468084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2468127.250000 Penalty: 4754.399902
	Iteration 30Q: 3 clusters Score -2468127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2468182.250000 Penalty: 4754.399902
	Iteration 31Q: 3 clusters Score -2468182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2468209.750000 Penalty: 4754.399902
	Iteration 32Q: 3 clusters Score -2468210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2468243.000000 Penalty: 4754.399902
	Iteration 33Q: 3 clusters Score -2468243 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2468275.250000 Penalty: 4754.399902
	Iteration 34Q: 3 clusters Score -2468275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2468305.250000 Penalty: 4754.399902
	Iteration 35Q: 3 clusters Score -2468305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2468333.500000 Penalty: 4754.399902
	Iteration 36Q: 3 clusters Score -2468334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2468352.250000 Penalty: 4754.399902
	Iteration 37Q: 3 clusters Score -2468352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2468373.500000 Penalty: 4754.399902
	Iteration 38Q: 3 clusters Score -2468374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2468389.750000 Penalty: 4754.399902
	Iteration 39Q: 3 clusters Score -2468390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2468393.750000 Penalty: 4754.399902
	Iteration 40F: 3 clusters Score -2468394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2468401.750000 Penalty: 4754.399902
	Iteration 41Q: 3 clusters Score -2468402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2468414.000000 Penalty: 4754.399902
	Iteration 42Q: 3 clusters Score -2468414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2468422.000000 Penalty: 4754.399902
	Iteration 43Q: 3 clusters Score -2468422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2468427.250000 Penalty: 4754.399902
	Iteration 44Q: 3 clusters Score -2468427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2468434.750000 Penalty: 4754.399902
	Iteration 45Q: 3 clusters Score -2468435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2468442.000000 Penalty: 4754.399902
	Iteration 46Q: 3 clusters Score -2468442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2468447.000000 Penalty: 4754.399902
	Iteration 47Q: 3 clusters Score -2468447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2468446.250000 Penalty: 4754.399902
	Iteration 48Q: 3 clusters Score -2468446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2468447.250000 Penalty: 4754.399902
	Iteration 49Q: 3 clusters Score -2468447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2468456.500000 Penalty: 4754.399902
	Iteration 50Q: 3 clusters Score -2468456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2468459.250000 Penalty: 4754.399902
	Iteration 51Q: 3 clusters Score -2468459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2468457.000000 Penalty: 4754.399902
	Iteration 52Q: 3 clusters Score -2468457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2468457.000000 Penalty: 4754.399902
	Iteration 53Q: 3 clusters Score -2468457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2468458.750000 Penalty: 4754.399902
	Iteration 54Q: 3 clusters Score -2468459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2468458.000000 Penalty: 4754.399902
	Iteration 55Q: 3 clusters Score -2468458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2468459.750000 Penalty: 4754.399902
	Iteration 56Q: 3 clusters Score -2468460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2468460.750000 Penalty: 4754.399902
	Iteration 57Q: 3 clusters Score -2468461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2468460.750000 Penalty: 4754.399902
	Iteration 58Q: 3 clusters Score -2468461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2468462.500000 Penalty: 4754.399902
	Iteration 59Q: 3 clusters Score -2468462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2468466.750000 Penalty: 4754.399902
	Iteration 60F: 3 clusters Score -2468467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2468471.250000 Penalty: 4754.399902
	Iteration 61Q: 3 clusters Score -2468471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2468479.000000 Penalty: 4754.399902
	Iteration 62Q: 3 clusters Score -2468479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2468479.000000 Penalty: 4754.399902
	Iteration 63Q: 3 clusters Score -2468479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2468482.750000 Penalty: 4754.399902
	Iteration 64Q: 3 clusters Score -2468483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2468482.750000 Penalty: 4754.399902
	Iteration 65Q: 3 clusters Score -2468483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2468484.000000 Penalty: 4754.399902
	Iteration 66Q: 3 clusters Score -2468484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2468486.500000 Penalty: 4754.399902
	Iteration 67Q: 3 clusters Score -2468486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2468487.500000 Penalty: 4754.399902
	Iteration 68Q: 3 clusters Score -2468488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2468490.750000 Penalty: 4754.399902
	Iteration 69Q: 3 clusters Score -2468491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2468489.500000 Penalty: 4754.399902
	Iteration 70Q: 3 clusters Score -2468490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2468490.250000 Penalty: 4754.399902
	Iteration 71Q: 3 clusters Score -2468490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2468490.250000 Penalty: 4754.399902
	Iteration 72F: 3 clusters Score -2468490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -578569.250000 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -578569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -575039.375000 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -575039.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -575836.500000 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -575836.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -576034.687500 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -576034.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -576151.500000 Penalty: 4037.162598
	Iteration 3Q: 3 clusters Score -576151.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -576254.250000 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -576254.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -576350.062500 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -576350.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -576453.500000 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -576453.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -576553.500000 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -576553.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576624.875000 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -576624.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -576699.125000 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -576699.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -576750.750000 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -576750.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -576802.000000 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -576802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -576841.875000 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -576841.9 nChanged 40
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: -576861.375000 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -576861.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -576876.500000 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -576876.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -576892.000000 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -576892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -576904.312500 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -576904.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -576918.562500 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -576918.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -576931.937500 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -576931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -576960.500000 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -576960.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -577004.812500 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -577004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -577025.500000 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -577025.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -577041.625000 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -577041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -577054.562500 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -577054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -577064.937500 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -577064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -577075.125000 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -577075.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -577091.937500 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -577091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -577106.437500 Penalty: 4037.162598
	Iteration 27Q: 3 clusters Score -577106.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -577124.000000 Penalty: 4037.162598
	Iteration 28Q: 3 clusters Score -577124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -577137.875000 Penalty: 4037.162598
	Iteration 29Q: 3 clusters Score -577137.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -577151.250000 Penalty: 4037.162598
	Iteration 30Q: 3 clusters Score -577151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -577159.000000 Penalty: 4037.162598
	Iteration 31Q: 3 clusters Score -577159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -577163.187500 Penalty: 4037.162598
	Iteration 32Q: 3 clusters Score -577163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -577167.687500 Penalty: 4037.162598
	Iteration 33Q: 3 clusters Score -577167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -577171.000000 Penalty: 4037.162598
	Iteration 34Q: 3 clusters Score -577171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -577172.750000 Penalty: 4037.162598
	Iteration 35Q: 3 clusters Score -577172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -577172.875000 Penalty: 4037.162598
	Iteration 36Q: 3 clusters Score -577172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -577172.875000 Penalty: 4037.162598
	Iteration 37F: 3 clusters Score -577172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Entering Unmasked Estep 
Score: -2327419.750000 Penalty: 2351.830566
	Iteration 0F: 2 clusters Score -2327420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2317827.500000 Penalty: 4703.661133
	Iteration 0F: 3 clusters Score -2317828 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2321091.250000 Penalty: 4703.661133
	Iteration 1F: 3 clusters Score -2321091 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2321920.750000 Penalty: 4703.661133
	Iteration 2F: 3 clusters Score -2321921 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2323042.000000 Penalty: 4703.661133
	Iteration 3F: 3 clusters Score -2323042 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2324141.250000 Penalty: 4703.661133
	Iteration 4F: 3 clusters Score -2324141 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2324952.000000 Penalty: 4703.661133
	Iteration 5F: 3 clusters Score -2324952 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2325414.000000 Penalty: 4703.661133
	Iteration 6F: 3 clusters Score -2325414 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2325657.000000 Penalty: 4703.661133
	Iteration 7Q: 3 clusters Score -2325657 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2325792.500000 Penalty: 4703.661133
	Iteration 8Q: 3 clusters Score -2325792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2325866.500000 Penalty: 4703.661133
	Iteration 9Q: 3 clusters Score -2325866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2325898.250000 Penalty: 4703.661133
	Iteration 10Q: 3 clusters Score -2325898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2325920.250000 Penalty: 4703.661133
	Iteration 11Q: 3 clusters Score -2325920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2325928.500000 Penalty: 4703.661133
	Iteration 12Q: 3 clusters Score -2325928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2325928.500000 Penalty: 4703.661133
	Iteration 13Q: 3 clusters Score -2325928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2325933.500000 Penalty: 4703.661133
	Iteration 14Q: 3 clusters Score -2325934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2325937.750000 Penalty: 4703.661133
	Iteration 15Q: 3 clusters Score -2325938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2325944.000000 Penalty: 4703.661133
	Iteration 16Q: 3 clusters Score -2325944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2325942.000000 Penalty: 4703.661133
	Iteration 17Q: 3 clusters Score -2325942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2325943.500000 Penalty: 4703.661133
	Iteration 18Q: 3 clusters Score -2325944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2325943.500000 Penalty: 4703.661133
	Iteration 19F: 3 clusters Score -2325944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 11979 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38067 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 30583 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 10071 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25217 members 
Mstep: Class 41 contains 7076 members 
Mstep: Class 42 contains 7807 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4659 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39488 members 
Mstep: Class 49 contains 35681 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6777 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 831 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117273864.000000 Penalty: 199966.156250
Iteration 199Q: 61 clusters Score -1.172739e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 38357 members 
Mstep: Class 7 contains 14970 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 11975 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11322 members 
Mstep: Class 19 contains 38059 members 
Mstep: Class 20 contains 38380 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34680 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 39225 members 
Mstep: Class 25 contains 30577 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2117 members 
Mstep: Class 31 contains 10073 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12318 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25351 members 
Mstep: Class 41 contains 7130 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 15000 members 
Mstep: Class 44 contains 4660 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39492 members 
Mstep: Class 49 contains 35783 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6780 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1000 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 834 members 
Mstep: Class 56 contains 14552 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13135 members 
Mstep: Class 59 contains 11170 members 
Mstep: Class 60 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117275808.000000 Penalty: 199966.156250
Iteration 200F: 61 clusters Score -1.172758e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 32319 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32485 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 11973 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 38049 members 
Mstep: Class 20 contains 38069 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34701 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 39144 members 
Mstep: Class 25 contains 30575 members 
Mstep: Class 26 contains 3167 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 689 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2112 members 
Mstep: Class 31 contains 10072 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 12223 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25451 members 
Mstep: Class 41 contains 7097 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 14999 members 
Mstep: Class 44 contains 4658 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39495 members 
Mstep: Class 49 contains 35792 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6675 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 885 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 801 members 
Mstep: Class 56 contains 14559 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13134 members 
Mstep: Class 59 contains 11737 members 
Mstep: Class 60 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276680.000000 Penalty: 199966.156250
Iteration 201Q: 61 clusters Score -1.172767e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2838 members 
Mstep: Class 3 contains 12850 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38303 members 
Mstep: Class 7 contains 14969 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32486 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 11970 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 38035 members 
Mstep: Class 20 contains 38015 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 34672 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 38978 members 
Mstep: Class 25 contains 30574 members 
Mstep: Class 26 contains 3163 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 754 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2108 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12143 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25545 members 
Mstep: Class 41 contains 7074 members 
Mstep: Class 42 contains 7806 members 
Mstep: Class 43 contains 15002 members 
Mstep: Class 44 contains 4657 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35815 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6599 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 815 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 786 members 
Mstep: Class 56 contains 14568 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13134 members 
Mstep: Class 59 contains 12067 members 
Mstep: Class 60 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276928.000000 Penalty: 199966.156250
Iteration 202Q: 61 clusters Score -1.172769e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12851 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38310 members 
Mstep: Class 7 contains 14970 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32487 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 362 members 
Mstep: Class 16 contains 11969 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 38020 members 
Mstep: Class 20 contains 37983 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34680 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 38775 members 
Mstep: Class 25 contains 30574 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2108 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 12047 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34012 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25667 members 
Mstep: Class 41 contains 7050 members 
Mstep: Class 42 contains 7804 members 
Mstep: Class 43 contains 15001 members 
Mstep: Class 44 contains 4657 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39503 members 
Mstep: Class 49 contains 35822 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6555 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 798 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 773 members 
Mstep: Class 56 contains 14576 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13133 members 
Mstep: Class 59 contains 12330 members 
Mstep: Class 60 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117276976.000000 Penalty: 199966.156250
Iteration 203Q: 61 clusters Score -1.17277e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38329 members 
Mstep: Class 7 contains 14969 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32490 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 38007 members 
Mstep: Class 20 contains 38014 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34684 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 38558 members 
Mstep: Class 25 contains 30574 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2105 members 
Mstep: Class 31 contains 10095 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 11957 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34013 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25793 members 
Mstep: Class 41 contains 7038 members 
Mstep: Class 42 contains 7804 members 
Mstep: Class 43 contains 14998 members 
Mstep: Class 44 contains 4650 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39509 members 
Mstep: Class 49 contains 35814 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6526 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 802 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 761 members 
Mstep: Class 56 contains 14590 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13132 members 
Mstep: Class 59 contains 12512 members 
Mstep: Class 60 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277144.000000 Penalty: 199966.156250
Iteration 204Q: 61 clusters Score -1.172771e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38352 members 
Mstep: Class 7 contains 14967 members 
Mstep: Class 8 contains 4276 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32493 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 37990 members 
Mstep: Class 20 contains 38078 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34717 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 38314 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2101 members 
Mstep: Class 31 contains 10104 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 11864 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34014 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 25935 members 
Mstep: Class 41 contains 7018 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 14997 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39502 members 
Mstep: Class 49 contains 35788 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6508 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 798 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 759 members 
Mstep: Class 56 contains 14607 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13130 members 
Mstep: Class 59 contains 12656 members 
Mstep: Class 60 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277208.000000 Penalty: 199966.156250
Iteration 205Q: 61 clusters Score -1.172772e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38347 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32499 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 360 members 
Mstep: Class 16 contains 11960 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 37969 members 
Mstep: Class 20 contains 38138 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34760 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 38099 members 
Mstep: Class 25 contains 30570 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2098 members 
Mstep: Class 31 contains 10111 members 
Mstep: Class 32 contains 4052 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 11770 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26091 members 
Mstep: Class 41 contains 6998 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 14990 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39505 members 
Mstep: Class 49 contains 35762 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6482 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 797 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 751 members 
Mstep: Class 56 contains 14628 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13129 members 
Mstep: Class 59 contains 12783 members 
Mstep: Class 60 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277688.000000 Penalty: 199966.156250
Iteration 206Q: 61 clusters Score -1.172777e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 32312 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38353 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32502 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 360 members 
Mstep: Class 16 contains 11962 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 37959 members 
Mstep: Class 20 contains 38223 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34808 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 37889 members 
Mstep: Class 25 contains 30564 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2092 members 
Mstep: Class 31 contains 10112 members 
Mstep: Class 32 contains 4052 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8044 members 
Mstep: Class 35 contains 11670 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26233 members 
Mstep: Class 41 contains 6971 members 
Mstep: Class 42 contains 7803 members 
Mstep: Class 43 contains 14981 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39503 members 
Mstep: Class 49 contains 35727 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6478 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 806 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 743 members 
Mstep: Class 56 contains 14643 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13127 members 
Mstep: Class 59 contains 12881 members 
Mstep: Class 60 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277712.000000 Penalty: 199966.156250
Iteration 207Q: 61 clusters Score -1.172777e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 32311 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38348 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32507 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 360 members 
Mstep: Class 16 contains 11964 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 38259 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34868 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 37722 members 
Mstep: Class 25 contains 30561 members 
Mstep: Class 26 contains 3162 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2094 members 
Mstep: Class 31 contains 10118 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 11575 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26354 members 
Mstep: Class 41 contains 6956 members 
Mstep: Class 42 contains 7803 members 
Mstep: Class 43 contains 14971 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35708 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 6473 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 812 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 739 members 
Mstep: Class 56 contains 14659 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13124 members 
Mstep: Class 59 contains 12966 members 
Mstep: Class 60 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277616.000000 Penalty: 199966.156250
Iteration 208Q: 61 clusters Score -1.172776e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 32312 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38359 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32510 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 11968 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 37943 members 
Mstep: Class 20 contains 38317 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34915 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 37564 members 
Mstep: Class 25 contains 30558 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 782 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2094 members 
Mstep: Class 31 contains 10123 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8041 members 
Mstep: Class 35 contains 11480 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26482 members 
Mstep: Class 41 contains 6942 members 
Mstep: Class 42 contains 7802 members 
Mstep: Class 43 contains 14966 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39497 members 
Mstep: Class 49 contains 35692 members 
Mstep: Class 50 contains 2230 members 
Mstep: Class 51 contains 6472 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 816 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 739 members 
Mstep: Class 56 contains 14670 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13123 members 
Mstep: Class 59 contains 13011 members 
Mstep: Class 60 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277672.000000 Penalty: 199966.156250
Iteration 209Q: 61 clusters Score -1.172777e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38357 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32513 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 11971 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 37929 members 
Mstep: Class 20 contains 38345 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34971 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 37411 members 
Mstep: Class 25 contains 30557 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2091 members 
Mstep: Class 31 contains 10122 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8038 members 
Mstep: Class 35 contains 11410 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26587 members 
Mstep: Class 41 contains 6933 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 14962 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35690 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6472 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 823 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 739 members 
Mstep: Class 56 contains 14691 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13123 members 
Mstep: Class 59 contains 13065 members 
Mstep: Class 60 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277704.000000 Penalty: 199966.156250
Iteration 210Q: 61 clusters Score -1.172777e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32314 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38388 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32515 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 11970 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 37910 members 
Mstep: Class 20 contains 38348 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 35028 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 37296 members 
Mstep: Class 25 contains 30554 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 10128 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8035 members 
Mstep: Class 35 contains 11347 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26684 members 
Mstep: Class 41 contains 6928 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 14959 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39497 members 
Mstep: Class 49 contains 35648 members 
Mstep: Class 50 contains 2230 members 
Mstep: Class 51 contains 6467 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 835 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 737 members 
Mstep: Class 56 contains 14706 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13123 members 
Mstep: Class 59 contains 13113 members 
Mstep: Class 60 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277824.000000 Penalty: 199966.156250
Iteration 211Q: 61 clusters Score -1.172778e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32314 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38409 members 
Mstep: Class 7 contains 14983 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32518 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 11966 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11330 members 
Mstep: Class 19 contains 37900 members 
Mstep: Class 20 contains 38369 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 35082 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 37181 members 
Mstep: Class 25 contains 30552 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 794 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2086 members 
Mstep: Class 31 contains 10123 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8032 members 
Mstep: Class 35 contains 11284 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26773 members 
Mstep: Class 41 contains 6921 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 14956 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39497 members 
Mstep: Class 49 contains 35617 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6465 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 847 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 733 members 
Mstep: Class 56 contains 14716 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13123 members 
Mstep: Class 59 contains 13153 members 
Mstep: Class 60 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117277968.000000 Penalty: 199966.156250
Iteration 212Q: 61 clusters Score -1.17278e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38443 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32523 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11331 members 
Mstep: Class 19 contains 37892 members 
Mstep: Class 20 contains 38395 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 35107 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 37068 members 
Mstep: Class 25 contains 30548 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 807 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2081 members 
Mstep: Class 31 contains 10119 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8031 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26860 members 
Mstep: Class 41 contains 6907 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 14953 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35591 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6461 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 867 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 728 members 
Mstep: Class 56 contains 14723 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13122 members 
Mstep: Class 59 contains 13190 members 
Mstep: Class 60 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278264.000000 Penalty: 199966.156250
Iteration 213Q: 61 clusters Score -1.172783e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38454 members 
Mstep: Class 7 contains 14992 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 11964 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37886 members 
Mstep: Class 20 contains 38422 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 35136 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 36960 members 
Mstep: Class 25 contains 30545 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 10102 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8029 members 
Mstep: Class 35 contains 11173 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 26950 members 
Mstep: Class 41 contains 6891 members 
Mstep: Class 42 contains 7804 members 
Mstep: Class 43 contains 14954 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39493 members 
Mstep: Class 49 contains 35568 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6457 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 728 members 
Mstep: Class 56 contains 14728 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13122 members 
Mstep: Class 59 contains 13231 members 
Mstep: Class 60 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278432.000000 Penalty: 199966.156250
Iteration 214Q: 61 clusters Score -1.172784e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38479 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32525 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 11963 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37879 members 
Mstep: Class 20 contains 38442 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36852 members 
Mstep: Class 25 contains 30541 members 
Mstep: Class 26 contains 3154 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2080 members 
Mstep: Class 31 contains 10102 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8027 members 
Mstep: Class 35 contains 11123 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27036 members 
Mstep: Class 41 contains 6880 members 
Mstep: Class 42 contains 7802 members 
Mstep: Class 43 contains 14956 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39491 members 
Mstep: Class 49 contains 35547 members 
Mstep: Class 50 contains 2230 members 
Mstep: Class 51 contains 6455 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 937 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 730 members 
Mstep: Class 56 contains 14736 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13122 members 
Mstep: Class 59 contains 13268 members 
Mstep: Class 60 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278464.000000 Penalty: 199966.156250
Iteration 215Q: 61 clusters Score -1.172785e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 32314 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38498 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32526 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37868 members 
Mstep: Class 20 contains 38447 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 35152 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 36755 members 
Mstep: Class 25 contains 30541 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 814 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2080 members 
Mstep: Class 31 contains 10104 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8027 members 
Mstep: Class 35 contains 11085 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27118 members 
Mstep: Class 41 contains 6874 members 
Mstep: Class 42 contains 7801 members 
Mstep: Class 43 contains 14960 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39491 members 
Mstep: Class 49 contains 35542 members 
Mstep: Class 50 contains 2230 members 
Mstep: Class 51 contains 6447 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 961 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 728 members 
Mstep: Class 56 contains 14743 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13122 members 
Mstep: Class 59 contains 13311 members 
Mstep: Class 60 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278736.000000 Penalty: 199966.156250
Iteration 216Q: 61 clusters Score -1.172787e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38503 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32529 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37860 members 
Mstep: Class 20 contains 38464 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35151 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36686 members 
Mstep: Class 25 contains 30538 members 
Mstep: Class 26 contains 3154 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 814 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 10101 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8026 members 
Mstep: Class 35 contains 11045 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27195 members 
Mstep: Class 41 contains 6866 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 14963 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39492 members 
Mstep: Class 49 contains 35528 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6440 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 973 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 726 members 
Mstep: Class 56 contains 14744 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13121 members 
Mstep: Class 59 contains 13347 members 
Mstep: Class 60 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278664.000000 Penalty: 199966.156250
Iteration 217Q: 61 clusters Score -1.172787e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38485 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32535 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 11956 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37855 members 
Mstep: Class 20 contains 38467 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 35153 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36621 members 
Mstep: Class 25 contains 30536 members 
Mstep: Class 26 contains 3154 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2087 members 
Mstep: Class 31 contains 10100 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 11020 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27278 members 
Mstep: Class 41 contains 6857 members 
Mstep: Class 42 contains 7800 members 
Mstep: Class 43 contains 14959 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39491 members 
Mstep: Class 49 contains 35532 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 6437 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 980 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 724 members 
Mstep: Class 56 contains 14744 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13120 members 
Mstep: Class 59 contains 13375 members 
Mstep: Class 60 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278712.000000 Penalty: 199966.156250
Iteration 218Q: 61 clusters Score -1.172787e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12857 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38485 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32541 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 11954 members 
Mstep: Class 17 contains 8774 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37858 members 
Mstep: Class 20 contains 38468 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35141 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36572 members 
Mstep: Class 25 contains 30533 members 
Mstep: Class 26 contains 3152 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 10095 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 10997 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27343 members 
Mstep: Class 41 contains 6848 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 14958 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39492 members 
Mstep: Class 49 contains 35538 members 
Mstep: Class 50 contains 2229 members 
Mstep: Class 51 contains 6427 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 990 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14748 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13119 members 
Mstep: Class 59 contains 13404 members 
Mstep: Class 60 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278800.000000 Penalty: 199966.156250
Iteration 219Q: 61 clusters Score -1.172788e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38476 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32546 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 11955 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 37854 members 
Mstep: Class 20 contains 38454 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35130 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 36536 members 
Mstep: Class 25 contains 30527 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 10093 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 10958 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27432 members 
Mstep: Class 41 contains 6852 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 14958 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39493 members 
Mstep: Class 49 contains 35544 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6412 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 998 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 719 members 
Mstep: Class 56 contains 14752 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13119 members 
Mstep: Class 59 contains 13428 members 
Mstep: Class 60 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278816.000000 Penalty: 199966.156250
Iteration 220F: 61 clusters Score -1.172788e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38475 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32548 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 344 members 
Mstep: Class 16 contains 11954 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37849 members 
Mstep: Class 20 contains 38447 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35130 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 36491 members 
Mstep: Class 25 contains 30520 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2083 members 
Mstep: Class 31 contains 10092 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 10938 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27496 members 
Mstep: Class 41 contains 6850 members 
Mstep: Class 42 contains 7799 members 
Mstep: Class 43 contains 14956 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39492 members 
Mstep: Class 49 contains 35548 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6411 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1026 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 714 members 
Mstep: Class 56 contains 14751 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13119 members 
Mstep: Class 59 contains 13441 members 
Mstep: Class 60 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278784.000000 Penalty: 199966.156250
Iteration 221Q: 61 clusters Score -1.172788e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38466 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32550 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 340 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37851 members 
Mstep: Class 20 contains 38455 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 35113 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 36464 members 
Mstep: Class 25 contains 30517 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2080 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 10913 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27557 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 14957 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39495 members 
Mstep: Class 49 contains 35555 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6404 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1048 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 711 members 
Mstep: Class 56 contains 14750 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13119 members 
Mstep: Class 59 contains 13456 members 
Mstep: Class 60 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278720.000000 Penalty: 199966.156250
Iteration 222Q: 61 clusters Score -1.172787e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38459 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32552 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2930 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37849 members 
Mstep: Class 20 contains 38448 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 35087 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 36448 members 
Mstep: Class 25 contains 30516 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 2075 members 
Mstep: Class 31 contains 10092 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8026 members 
Mstep: Class 35 contains 10891 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27611 members 
Mstep: Class 41 contains 6840 members 
Mstep: Class 42 contains 7798 members 
Mstep: Class 43 contains 14959 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35564 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6404 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 712 members 
Mstep: Class 56 contains 14754 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13119 members 
Mstep: Class 59 contains 13474 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278904.000000 Penalty: 199966.156250
Iteration 223Q: 61 clusters Score -1.172789e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38466 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32556 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2928 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 338 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37845 members 
Mstep: Class 20 contains 38451 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 35074 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36428 members 
Mstep: Class 25 contains 30516 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 298 members 
Mstep: Class 30 contains 2078 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8025 members 
Mstep: Class 35 contains 10870 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34012 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27646 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14957 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35556 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6407 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 713 members 
Mstep: Class 56 contains 14755 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13117 members 
Mstep: Class 59 contains 13489 members 
Mstep: Class 60 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278832.000000 Penalty: 199966.156250
Iteration 224Q: 61 clusters Score -1.172788e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12857 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38473 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32561 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 37842 members 
Mstep: Class 20 contains 38452 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 35055 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 36414 members 
Mstep: Class 25 contains 30516 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 298 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8024 members 
Mstep: Class 35 contains 10858 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27685 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 14951 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35542 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6413 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1079 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 714 members 
Mstep: Class 56 contains 14763 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13114 members 
Mstep: Class 59 contains 13498 members 
Mstep: Class 60 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279008.000000 Penalty: 199966.156250
Iteration 225Q: 61 clusters Score -1.17279e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38466 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32563 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 37839 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35043 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 36380 members 
Mstep: Class 25 contains 30516 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 297 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8022 members 
Mstep: Class 35 contains 10841 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27740 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 7796 members 
Mstep: Class 43 contains 14949 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35534 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6418 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1088 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 716 members 
Mstep: Class 56 contains 14764 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13516 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279208.000000 Penalty: 199966.156250
Iteration 226Q: 61 clusters Score -1.172792e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38460 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32566 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 37838 members 
Mstep: Class 20 contains 38450 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35034 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 36351 members 
Mstep: Class 25 contains 30515 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8021 members 
Mstep: Class 35 contains 10829 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27790 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 14945 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35534 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6420 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1094 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 717 members 
Mstep: Class 56 contains 14767 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13112 members 
Mstep: Class 59 contains 13532 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279232.000000 Penalty: 199966.156250
Iteration 227Q: 61 clusters Score -1.172792e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38451 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32571 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 37835 members 
Mstep: Class 20 contains 38439 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 35023 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 36337 members 
Mstep: Class 25 contains 30514 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8020 members 
Mstep: Class 35 contains 10810 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27850 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 14938 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35520 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6425 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 718 members 
Mstep: Class 56 contains 14771 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13550 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279104.000000 Penalty: 199966.156250
Iteration 228Q: 61 clusters Score -1.172791e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38424 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32574 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11949 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 37839 members 
Mstep: Class 20 contains 38431 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 35015 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 36322 members 
Mstep: Class 25 contains 30511 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8017 members 
Mstep: Class 35 contains 10786 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27915 members 
Mstep: Class 41 contains 6828 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14935 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35525 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 6426 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1099 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14773 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13560 members 
Mstep: Class 60 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278992.000000 Penalty: 199966.156250
Iteration 229Q: 61 clusters Score -1.17279e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38412 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 37841 members 
Mstep: Class 20 contains 38436 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 35017 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 36287 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2073 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8014 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 27968 members 
Mstep: Class 41 contains 6825 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14936 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 6422 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14774 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13579 members 
Mstep: Class 60 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278992.000000 Penalty: 199966.156250
Iteration 230Q: 61 clusters Score -1.17279e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38385 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 37840 members 
Mstep: Class 20 contains 38439 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 35009 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 36262 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2073 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8014 members 
Mstep: Class 35 contains 10760 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28027 members 
Mstep: Class 41 contains 6823 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14936 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8258 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35514 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6422 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14774 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13588 members 
Mstep: Class 60 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278856.000000 Penalty: 199966.156250
Iteration 231Q: 61 clusters Score -1.172789e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38372 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5374 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 37834 members 
Mstep: Class 20 contains 38446 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 35007 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 36216 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8011 members 
Mstep: Class 35 contains 10747 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28086 members 
Mstep: Class 41 contains 6822 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14936 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35516 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6425 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14776 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13596 members 
Mstep: Class 60 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278992.000000 Penalty: 199966.156250
Iteration 232Q: 61 clusters Score -1.17279e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38362 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 37831 members 
Mstep: Class 20 contains 38449 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 34998 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 36186 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10736 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28138 members 
Mstep: Class 41 contains 6820 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14937 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35510 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6423 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14778 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13608 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278992.000000 Penalty: 199966.156250
Iteration 233Q: 61 clusters Score -1.17279e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38346 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 37829 members 
Mstep: Class 20 contains 38445 members 
Mstep: Class 21 contains 29067 members 
Mstep: Class 22 contains 35002 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 36155 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10725 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28186 members 
Mstep: Class 41 contains 6814 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14937 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39497 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6426 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14782 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13622 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279192.000000 Penalty: 199966.156250
Iteration 234Q: 61 clusters Score -1.172792e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38339 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 37830 members 
Mstep: Class 20 contains 38435 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 35005 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 36125 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10711 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28224 members 
Mstep: Class 41 contains 6809 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14938 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39497 members 
Mstep: Class 49 contains 35513 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6426 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1104 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14788 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13113 members 
Mstep: Class 59 contains 13639 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279200.000000 Penalty: 199966.156250
Iteration 235Q: 61 clusters Score -1.172792e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38329 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32578 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 37828 members 
Mstep: Class 20 contains 38437 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 35002 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 36094 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10697 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28275 members 
Mstep: Class 41 contains 6800 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14936 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39498 members 
Mstep: Class 49 contains 35512 members 
Mstep: Class 50 contains 2231 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1105 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14793 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13112 members 
Mstep: Class 59 contains 13649 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279240.000000 Penalty: 199966.156250
Iteration 236Q: 61 clusters Score -1.172792e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38328 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32580 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 37819 members 
Mstep: Class 20 contains 38443 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34997 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 36062 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10676 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28315 members 
Mstep: Class 41 contains 6790 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14934 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39499 members 
Mstep: Class 49 contains 35522 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6427 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14796 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13111 members 
Mstep: Class 59 contains 13664 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279008.000000 Penalty: 199966.156250
Iteration 237Q: 61 clusters Score -1.17279e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32582 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 38431 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 34997 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 36054 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10669 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28351 members 
Mstep: Class 41 contains 6780 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14932 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35512 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6426 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13110 members 
Mstep: Class 59 contains 13673 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117278904.000000 Penalty: 199966.156250
Iteration 238Q: 61 clusters Score -1.172789e+08 nChanged 204
Entering ConstructFrom: 
Score: -117278904.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60338.171875 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60338.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60521.914062 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60521.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60642.871094 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60642.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60750.484375 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60750.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60801.164062 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60801.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60819.589844 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60819.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60847.773438 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -60847.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60877.507812 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -60877.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60898.195312 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -60898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60913.046875 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -60913.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60982.714844 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -60982.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61123.589844 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -61123.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61187.453125 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61187.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61213.476562 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -61213.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61226.976562 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -61226.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61234.738281 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -61234.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61260.550781 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -61260.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61281.316406 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61281.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61298.464844 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -61298.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61323.687500 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -61323.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61324.687500 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -61324.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -504223.531250 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -504223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -501093.156250 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -501093.2 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -501786.687500 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -501786.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -502002.156250 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -502002.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -502126.687500 Penalty: 3943.449219
	Iteration 3Q: 3 clusters Score -502126.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -502216.468750 Penalty: 3943.449219
	Iteration 4Q: 3 clusters Score -502216.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -502290.531250 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -502290.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -502356.312500 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -502356.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -502414.000000 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -502414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -502458.156250 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -502458.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -502489.093750 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -502489.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -502515.843750 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -502515.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -502537.656250 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -502537.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -502559.906250 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -502559.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -502582.843750 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -502582.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -502596.312500 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -502596.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -502607.406250 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -502607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -502614.906250 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -502614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -502623.281250 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -502623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -502629.937500 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -502629.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -502637.531250 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -502637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -502644.625000 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -502644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -502652.875000 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -502652.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -502656.968750 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -502657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -502660.562500 Penalty: 3943.449219
	Iteration 23Q: 3 clusters Score -502660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -502664.343750 Penalty: 3943.449219
	Iteration 24Q: 3 clusters Score -502664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -502667.312500 Penalty: 3943.449219
	Iteration 25Q: 3 clusters Score -502667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -502670.750000 Penalty: 3943.449219
	Iteration 26Q: 3 clusters Score -502670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -502675.312500 Penalty: 3943.449219
	Iteration 27Q: 3 clusters Score -502675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -502679.125000 Penalty: 3943.449219
	Iteration 28Q: 3 clusters Score -502679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -502682.937500 Penalty: 3943.449219
	Iteration 29Q: 3 clusters Score -502682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -502687.937500 Penalty: 3943.449219
	Iteration 30Q: 3 clusters Score -502687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -502691.468750 Penalty: 3943.449219
	Iteration 31Q: 3 clusters Score -502691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -502693.781250 Penalty: 3943.449219
	Iteration 32Q: 3 clusters Score -502693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -502698.656250 Penalty: 3943.449219
	Iteration 33Q: 3 clusters Score -502698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -502700.156250 Penalty: 3943.449219
	Iteration 34Q: 3 clusters Score -502700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -502702.468750 Penalty: 3943.449219
	Iteration 35Q: 3 clusters Score -502702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -502705.250000 Penalty: 3943.449219
	Iteration 36Q: 3 clusters Score -502705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -502708.531250 Penalty: 3943.449219
	Iteration 37Q: 3 clusters Score -502708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -502709.656250 Penalty: 3943.449219
	Iteration 38Q: 3 clusters Score -502709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -502714.625000 Penalty: 3943.449219
	Iteration 39Q: 3 clusters Score -502714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -502719.875000 Penalty: 3943.449219
	Iteration 40F: 3 clusters Score -502719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -502722.781250 Penalty: 3943.449219
	Iteration 41Q: 3 clusters Score -502722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502728.750000 Penalty: 3943.449219
	Iteration 42Q: 3 clusters Score -502728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502732.156250 Penalty: 3943.449219
	Iteration 43Q: 3 clusters Score -502732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502735.375000 Penalty: 3943.449219
	Iteration 44Q: 3 clusters Score -502735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -502737.593750 Penalty: 3943.449219
	Iteration 45Q: 3 clusters Score -502737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -502741.531250 Penalty: 3943.449219
	Iteration 46Q: 3 clusters Score -502741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -502744.875000 Penalty: 3943.449219
	Iteration 47Q: 3 clusters Score -502744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -502751.968750 Penalty: 3943.449219
	Iteration 48Q: 3 clusters Score -502752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -502761.437500 Penalty: 3943.449219
	Iteration 49Q: 3 clusters Score -502761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -502769.562500 Penalty: 3943.449219
	Iteration 50Q: 3 clusters Score -502769.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -502776.312500 Penalty: 3943.449219
	Iteration 51Q: 3 clusters Score -502776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -502782.843750 Penalty: 3943.449219
	Iteration 52Q: 3 clusters Score -502782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -502784.968750 Penalty: 3943.449219
	Iteration 53Q: 3 clusters Score -502785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -502786.531250 Penalty: 3943.449219
	Iteration 54Q: 3 clusters Score -502786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -502788.968750 Penalty: 3943.449219
	Iteration 55Q: 3 clusters Score -502789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -502790.593750 Penalty: 3943.449219
	Iteration 56Q: 3 clusters Score -502790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -502791.593750 Penalty: 3943.449219
	Iteration 57Q: 3 clusters Score -502791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -502792.062500 Penalty: 3943.449219
	Iteration 58Q: 3 clusters Score -502792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -502792.062500 Penalty: 3943.449219
	Iteration 59F: 3 clusters Score -502792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Entering Unmasked Estep 
Score: -2190131.000000 Penalty: 2346.564941
	Iteration 0F: 2 clusters Score -2190131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2180595.500000 Penalty: 4693.129883
	Iteration 0F: 3 clusters Score -2180596 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2183787.250000 Penalty: 4693.129883
	Iteration 1F: 3 clusters Score -2183787 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2184571.000000 Penalty: 4693.129883
	Iteration 2F: 3 clusters Score -2184571 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2185464.500000 Penalty: 4693.129883
	Iteration 3F: 3 clusters Score -2185464 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2186343.500000 Penalty: 4693.129883
	Iteration 4F: 3 clusters Score -2186344 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2187044.250000 Penalty: 4693.129883
	Iteration 5F: 3 clusters Score -2187044 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2187564.250000 Penalty: 4693.129883
	Iteration 6F: 3 clusters Score -2187564 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2187907.000000 Penalty: 4693.129883
	Iteration 7Q: 3 clusters Score -2187907 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2188148.750000 Penalty: 4693.129883
	Iteration 8Q: 3 clusters Score -2188149 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2188326.000000 Penalty: 4693.129883
	Iteration 9Q: 3 clusters Score -2188326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2188463.000000 Penalty: 4693.129883
	Iteration 10Q: 3 clusters Score -2188463 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2188572.250000 Penalty: 4693.129883
	Iteration 11Q: 3 clusters Score -2188572 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2188646.500000 Penalty: 4693.129883
	Iteration 12Q: 3 clusters Score -2188646 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2188714.500000 Penalty: 4693.129883
	Iteration 13Q: 3 clusters Score -2188714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2188757.250000 Penalty: 4693.129883
	Iteration 14Q: 3 clusters Score -2188757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2188790.750000 Penalty: 4693.129883
	Iteration 15Q: 3 clusters Score -2188791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2188808.250000 Penalty: 4693.129883
	Iteration 16Q: 3 clusters Score -2188808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2188818.750000 Penalty: 4693.129883
	Iteration 17Q: 3 clusters Score -2188819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2188831.750000 Penalty: 4693.129883
	Iteration 18Q: 3 clusters Score -2188832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2188836.750000 Penalty: 4693.129883
	Iteration 19Q: 3 clusters Score -2188837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2188849.000000 Penalty: 4693.129883
	Iteration 20F: 3 clusters Score -2188849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2188851.000000 Penalty: 4693.129883
	Iteration 21Q: 3 clusters Score -2188851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2188854.500000 Penalty: 4693.129883
	Iteration 22Q: 3 clusters Score -2188854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2188861.500000 Penalty: 4693.129883
	Iteration 23Q: 3 clusters Score -2188862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2188866.750000 Penalty: 4693.129883
	Iteration 24Q: 3 clusters Score -2188867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2188868.500000 Penalty: 4693.129883
	Iteration 25Q: 3 clusters Score -2188868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2188860.500000 Penalty: 4693.129883
	Iteration 26Q: 3 clusters Score -2188860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2188862.500000 Penalty: 4693.129883
	Iteration 27Q: 3 clusters Score -2188862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2188861.500000 Penalty: 4693.129883
	Iteration 28Q: 3 clusters Score -2188862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2188865.750000 Penalty: 4693.129883
	Iteration 29Q: 3 clusters Score -2188866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2188864.750000 Penalty: 4693.129883
	Iteration 30Q: 3 clusters Score -2188865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2188869.000000 Penalty: 4693.129883
	Iteration 31Q: 3 clusters Score -2188869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2188869.750000 Penalty: 4693.129883
	Iteration 32Q: 3 clusters Score -2188870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2188873.000000 Penalty: 4693.129883
	Iteration 33Q: 3 clusters Score -2188873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2188876.250000 Penalty: 4693.129883
	Iteration 34Q: 3 clusters Score -2188876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2188876.250000 Penalty: 4693.129883
	Iteration 35Q: 3 clusters Score -2188876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2188876.000000 Penalty: 4693.129883
	Iteration 36Q: 3 clusters Score -2188876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2188879.750000 Penalty: 4693.129883
	Iteration 37Q: 3 clusters Score -2188880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2188882.750000 Penalty: 4693.129883
	Iteration 38Q: 3 clusters Score -2188883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2188886.500000 Penalty: 4693.129883
	Iteration 39Q: 3 clusters Score -2188886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2188889.000000 Penalty: 4693.129883
	Iteration 40F: 3 clusters Score -2188889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2188890.500000 Penalty: 4693.129883
	Iteration 41Q: 3 clusters Score -2188890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2188893.250000 Penalty: 4693.129883
	Iteration 42Q: 3 clusters Score -2188893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2188891.750000 Penalty: 4693.129883
	Iteration 43Q: 3 clusters Score -2188892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2188892.000000 Penalty: 4693.129883
	Iteration 44Q: 3 clusters Score -2188892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2188892.500000 Penalty: 4693.129883
	Iteration 45Q: 3 clusters Score -2188892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2188892.000000 Penalty: 4693.129883
	Iteration 46Q: 3 clusters Score -2188892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2188892.500000 Penalty: 4693.129883
	Iteration 47Q: 3 clusters Score -2188892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2188892.500000 Penalty: 4693.129883
	Iteration 48F: 3 clusters Score -2188892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Entering Unmasked Estep 
Score: -5724757.000000 Penalty: 2575.108643
	Iteration 0F: 2 clusters Score -5724757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5702845.500000 Penalty: 5150.217285
	Iteration 0F: 3 clusters Score -5702846 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5710726.500000 Penalty: 5150.217285
	Iteration 1F: 3 clusters Score -5710726 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -5711322.000000 Penalty: 5150.217285
	Iteration 2Q: 3 clusters Score -5711322 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5712004.000000 Penalty: 5150.217285
	Iteration 3Q: 3 clusters Score -5712004 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -5712881.000000 Penalty: 5150.217285
	Iteration 4F: 3 clusters Score -5712881 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5714205.500000 Penalty: 5150.217285
	Iteration 5F: 3 clusters Score -5714206 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5715940.000000 Penalty: 5150.217285
	Iteration 6F: 3 clusters Score -5715940 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5718011.000000 Penalty: 5150.217285
	Iteration 7F: 3 clusters Score -5718011 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5719878.500000 Penalty: 5150.217285
	Iteration 8F: 3 clusters Score -5719878 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5721193.500000 Penalty: 5150.217285
	Iteration 9Q: 3 clusters Score -5721194 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5721888.500000 Penalty: 5150.217285
	Iteration 10Q: 3 clusters Score -5721888 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5722199.000000 Penalty: 5150.217285
	Iteration 11Q: 3 clusters Score -5722199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5722355.000000 Penalty: 5150.217285
	Iteration 12Q: 3 clusters Score -5722355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5722438.500000 Penalty: 5150.217285
	Iteration 13Q: 3 clusters Score -5722438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5722485.000000 Penalty: 5150.217285
	Iteration 14Q: 3 clusters Score -5722485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5722509.000000 Penalty: 5150.217285
	Iteration 15Q: 3 clusters Score -5722509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5722522.500000 Penalty: 5150.217285
	Iteration 16Q: 3 clusters Score -5722522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5722539.000000 Penalty: 5150.217285
	Iteration 17Q: 3 clusters Score -5722539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5722553.500000 Penalty: 5150.217285
	Iteration 18Q: 3 clusters Score -5722554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5722555.000000 Penalty: 5150.217285
	Iteration 19Q: 3 clusters Score -5722555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5722554.000000 Penalty: 5150.217285
	Iteration 20F: 3 clusters Score -5722554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5722553.500000 Penalty: 5150.217285
	Iteration 21Q: 3 clusters Score -5722554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5722555.500000 Penalty: 5150.217285
	Iteration 22Q: 3 clusters Score -5722556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5722560.000000 Penalty: 5150.217285
	Iteration 23Q: 3 clusters Score -5722560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5722560.500000 Penalty: 5150.217285
	Iteration 24Q: 3 clusters Score -5722560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5722569.500000 Penalty: 5150.217285
	Iteration 25Q: 3 clusters Score -5722570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5722575.000000 Penalty: 5150.217285
	Iteration 26Q: 3 clusters Score -5722575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5722587.500000 Penalty: 5150.217285
	Iteration 27Q: 3 clusters Score -5722588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5722584.500000 Penalty: 5150.217285
	Iteration 28Q: 3 clusters Score -5722584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5722586.000000 Penalty: 5150.217285
	Iteration 29Q: 3 clusters Score -5722586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5722587.500000 Penalty: 5150.217285
	Iteration 30Q: 3 clusters Score -5722588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5722587.500000 Penalty: 5150.217285
	Iteration 31F: 3 clusters Score -5722588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -383308.687500 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -383308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -380592.312500 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -380592.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -381119.250000 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -381119.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -381332.125000 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -381332.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -381493.093750 Penalty: 3829.128906
	Iteration 3F: 3 clusters Score -381493.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -381646.781250 Penalty: 3829.128906
	Iteration 4F: 3 clusters Score -381646.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -381754.937500 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -381754.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -381842.593750 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -381842.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -381913.468750 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -381913.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -381965.656250 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -381965.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -381994.781250 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -381994.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -382016.906250 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -382016.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -382030.250000 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -382030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -382042.531250 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -382042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -382061.062500 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -382061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -382073.500000 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -382073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -382084.968750 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -382085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -382097.937500 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -382097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -382111.562500 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -382111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -382120.968750 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -382121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -382125.281250 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -382125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -382126.500000 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -382126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -382128.250000 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -382128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -382129.218750 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -382129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -382130.656250 Penalty: 3829.128906
	Iteration 23Q: 3 clusters Score -382130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -382133.000000 Penalty: 3829.128906
	Iteration 24Q: 3 clusters Score -382133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -382134.750000 Penalty: 3829.128906
	Iteration 25Q: 3 clusters Score -382134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -382141.343750 Penalty: 3829.128906
	Iteration 26Q: 3 clusters Score -382141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -382148.375000 Penalty: 3829.128906
	Iteration 27Q: 3 clusters Score -382148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -382154.187500 Penalty: 3829.128906
	Iteration 28Q: 3 clusters Score -382154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -382168.437500 Penalty: 3829.128906
	Iteration 29Q: 3 clusters Score -382168.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -382184.125000 Penalty: 3829.128906
	Iteration 30Q: 3 clusters Score -382184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -382194.187500 Penalty: 3829.128906
	Iteration 31Q: 3 clusters Score -382194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382202.875000 Penalty: 3829.128906
	Iteration 32Q: 3 clusters Score -382202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -382209.093750 Penalty: 3829.128906
	Iteration 33Q: 3 clusters Score -382209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -382213.875000 Penalty: 3829.128906
	Iteration 34Q: 3 clusters Score -382213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -382218.531250 Penalty: 3829.128906
	Iteration 35Q: 3 clusters Score -382218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -382229.156250 Penalty: 3829.128906
	Iteration 36Q: 3 clusters Score -382229.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -382245.156250 Penalty: 3829.128906
	Iteration 37Q: 3 clusters Score -382245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -382258.156250 Penalty: 3829.128906
	Iteration 38Q: 3 clusters Score -382258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -382273.937500 Penalty: 3829.128906
	Iteration 39Q: 3 clusters Score -382273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -382290.625000 Penalty: 3829.128906
	Iteration 40F: 3 clusters Score -382290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -382311.718750 Penalty: 3829.128906
	Iteration 41Q: 3 clusters Score -382311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -382327.812500 Penalty: 3829.128906
	Iteration 42Q: 3 clusters Score -382327.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -382337.656250 Penalty: 3829.128906
	Iteration 43Q: 3 clusters Score -382337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -382343.250000 Penalty: 3829.128906
	Iteration 44Q: 3 clusters Score -382343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382353.687500 Penalty: 3829.128906
	Iteration 45Q: 3 clusters Score -382353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -382362.250000 Penalty: 3829.128906
	Iteration 46Q: 3 clusters Score -382362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -382374.000000 Penalty: 3829.128906
	Iteration 47Q: 3 clusters Score -382374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -382382.875000 Penalty: 3829.128906
	Iteration 48Q: 3 clusters Score -382382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -382395.375000 Penalty: 3829.128906
	Iteration 49Q: 3 clusters Score -382395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -382408.312500 Penalty: 3829.128906
	Iteration 50Q: 3 clusters Score -382408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382419.375000 Penalty: 3829.128906
	Iteration 51Q: 3 clusters Score -382419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382432.937500 Penalty: 3829.128906
	Iteration 52Q: 3 clusters Score -382432.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -382438.187500 Penalty: 3829.128906
	Iteration 53Q: 3 clusters Score -382438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -382442.562500 Penalty: 3829.128906
	Iteration 54Q: 3 clusters Score -382442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -382445.718750 Penalty: 3829.128906
	Iteration 55Q: 3 clusters Score -382445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -382451.593750 Penalty: 3829.128906
	Iteration 56Q: 3 clusters Score -382451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -382452.906250 Penalty: 3829.128906
	Iteration 57Q: 3 clusters Score -382452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -382455.093750 Penalty: 3829.128906
	Iteration 58Q: 3 clusters Score -382455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -382458.906250 Penalty: 3829.128906
	Iteration 59Q: 3 clusters Score -382458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -382463.562500 Penalty: 3829.128906
	Iteration 60F: 3 clusters Score -382463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -382467.125000 Penalty: 3829.128906
	Iteration 61Q: 3 clusters Score -382467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -382476.375000 Penalty: 3829.128906
	Iteration 62Q: 3 clusters Score -382476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -382484.750000 Penalty: 3829.128906
	Iteration 63Q: 3 clusters Score -382484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -382493.812500 Penalty: 3829.128906
	Iteration 64Q: 3 clusters Score -382493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382504.062500 Penalty: 3829.128906
	Iteration 65Q: 3 clusters Score -382504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -382517.156250 Penalty: 3829.128906
	Iteration 66Q: 3 clusters Score -382517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -382526.781250 Penalty: 3829.128906
	Iteration 67Q: 3 clusters Score -382526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -382535.156250 Penalty: 3829.128906
	Iteration 68Q: 3 clusters Score -382535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -382546.593750 Penalty: 3829.128906
	Iteration 69Q: 3 clusters Score -382546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -382555.625000 Penalty: 3829.128906
	Iteration 70Q: 3 clusters Score -382555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -382561.968750 Penalty: 3829.128906
	Iteration 71Q: 3 clusters Score -382562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -382567.312500 Penalty: 3829.128906
	Iteration 72Q: 3 clusters Score -382567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -382572.968750 Penalty: 3829.128906
	Iteration 73Q: 3 clusters Score -382573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -382578.875000 Penalty: 3829.128906
	Iteration 74Q: 3 clusters Score -382578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -382581.781250 Penalty: 3829.128906
	Iteration 75Q: 3 clusters Score -382581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -382586.031250 Penalty: 3829.128906
	Iteration 76Q: 3 clusters Score -382586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -382591.000000 Penalty: 3829.128906
	Iteration 77Q: 3 clusters Score -382591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -382595.000000 Penalty: 3829.128906
	Iteration 78Q: 3 clusters Score -382595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382595.468750 Penalty: 3829.128906
	Iteration 79Q: 3 clusters Score -382595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382595.468750 Penalty: 3829.128906
	Iteration 80F: 3 clusters Score -382595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Entering Unmasked Estep 
Score: -6917515.500000 Penalty: 2617.408447
	Iteration 0F: 2 clusters Score -6917516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -6892477.500000 Penalty: 5234.816895
	Iteration 0F: 3 clusters Score -6892478 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6902071.500000 Penalty: 5234.816895
	Iteration 1F: 3 clusters Score -6902072 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -6902514.000000 Penalty: 5234.816895
	Iteration 2Q: 3 clusters Score -6902514 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6902925.500000 Penalty: 5234.816895
	Iteration 3Q: 3 clusters Score -6902926 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6903338.000000 Penalty: 5234.816895
	Iteration 4Q: 3 clusters Score -6903338 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6903945.500000 Penalty: 5234.816895
	Iteration 5Q: 3 clusters Score -6903946 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6904737.000000 Penalty: 5234.816895
	Iteration 6Q: 3 clusters Score -6904737 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6905785.500000 Penalty: 5234.816895
	Iteration 7F: 3 clusters Score -6905786 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6907179.500000 Penalty: 5234.816895
	Iteration 8F: 3 clusters Score -6907180 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -6908826.500000 Penalty: 5234.816895
	Iteration 9F: 3 clusters Score -6908826 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -6910591.500000 Penalty: 5234.816895
	Iteration 10F: 3 clusters Score -6910592 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -6912502.500000 Penalty: 5234.816895
	Iteration 11F: 3 clusters Score -6912502 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6913901.000000 Penalty: 5234.816895
	Iteration 12Q: 3 clusters Score -6913901 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6914705.500000 Penalty: 5234.816895
	Iteration 13Q: 3 clusters Score -6914706 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6915023.500000 Penalty: 5234.816895
	Iteration 14Q: 3 clusters Score -6915024 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -6915155.000000 Penalty: 5234.816895
	Iteration 15Q: 3 clusters Score -6915155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6915217.500000 Penalty: 5234.816895
	Iteration 16Q: 3 clusters Score -6915218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -6915258.500000 Penalty: 5234.816895
	Iteration 17Q: 3 clusters Score -6915258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -6915294.500000 Penalty: 5234.816895
	Iteration 18Q: 3 clusters Score -6915294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -6915305.000000 Penalty: 5234.816895
	Iteration 19Q: 3 clusters Score -6915305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6915307.000000 Penalty: 5234.816895
	Iteration 20F: 3 clusters Score -6915307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -6915317.000000 Penalty: 5234.816895
	Iteration 21Q: 3 clusters Score -6915317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6915315.000000 Penalty: 5234.816895
	Iteration 22Q: 3 clusters Score -6915315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6915322.500000 Penalty: 5234.816895
	Iteration 23Q: 3 clusters Score -6915322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -6915326.500000 Penalty: 5234.816895
	Iteration 24Q: 3 clusters Score -6915326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6915330.500000 Penalty: 5234.816895
	Iteration 25Q: 3 clusters Score -6915330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6915319.500000 Penalty: 5234.816895
	Iteration 26Q: 3 clusters Score -6915320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -6915333.000000 Penalty: 5234.816895
	Iteration 27Q: 3 clusters Score -6915333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6915329.500000 Penalty: 5234.816895
	Iteration 28Q: 3 clusters Score -6915330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6915329.500000 Penalty: 5234.816895
	Iteration 29F: 3 clusters Score -6915330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Entering Unmasked Estep 
Score: -2554045.500000 Penalty: 2385.396729
	Iteration 0F: 2 clusters Score -2554046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2543273.500000 Penalty: 4770.793457
	Iteration 0F: 3 clusters Score -2543274 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2547319.250000 Penalty: 4770.793457
	Iteration 1F: 3 clusters Score -2547319 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2548436.250000 Penalty: 4770.793457
	Iteration 2F: 3 clusters Score -2548436 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2549833.500000 Penalty: 4770.793457
	Iteration 3F: 3 clusters Score -2549834 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2551106.500000 Penalty: 4770.793457
	Iteration 4F: 3 clusters Score -2551106 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2551858.250000 Penalty: 4770.793457
	Iteration 5F: 3 clusters Score -2551858 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2552209.750000 Penalty: 4770.793457
	Iteration 6Q: 3 clusters Score -2552210 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2552412.250000 Penalty: 4770.793457
	Iteration 7Q: 3 clusters Score -2552412 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2552516.250000 Penalty: 4770.793457
	Iteration 8Q: 3 clusters Score -2552516 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2552573.750000 Penalty: 4770.793457
	Iteration 9Q: 3 clusters Score -2552574 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2552634.000000 Penalty: 4770.793457
	Iteration 10Q: 3 clusters Score -2552634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2552686.750000 Penalty: 4770.793457
	Iteration 11Q: 3 clusters Score -2552687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2552714.250000 Penalty: 4770.793457
	Iteration 12Q: 3 clusters Score -2552714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2552731.750000 Penalty: 4770.793457
	Iteration 13Q: 3 clusters Score -2552732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2552754.000000 Penalty: 4770.793457
	Iteration 14Q: 3 clusters Score -2552754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2552764.750000 Penalty: 4770.793457
	Iteration 15Q: 3 clusters Score -2552765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2552776.250000 Penalty: 4770.793457
	Iteration 16Q: 3 clusters Score -2552776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2552783.250000 Penalty: 4770.793457
	Iteration 17Q: 3 clusters Score -2552783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2552799.250000 Penalty: 4770.793457
	Iteration 18Q: 3 clusters Score -2552799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2552804.500000 Penalty: 4770.793457
	Iteration 19Q: 3 clusters Score -2552804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2552815.250000 Penalty: 4770.793457
	Iteration 20F: 3 clusters Score -2552815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2552831.250000 Penalty: 4770.793457
	Iteration 21Q: 3 clusters Score -2552831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2552838.500000 Penalty: 4770.793457
	Iteration 22Q: 3 clusters Score -2552838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2552837.500000 Penalty: 4770.793457
	Iteration 23Q: 3 clusters Score -2552838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2552844.000000 Penalty: 4770.793457
	Iteration 24Q: 3 clusters Score -2552844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2552850.250000 Penalty: 4770.793457
	Iteration 25Q: 3 clusters Score -2552850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2552851.000000 Penalty: 4770.793457
	Iteration 26Q: 3 clusters Score -2552851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2552852.250000 Penalty: 4770.793457
	Iteration 27Q: 3 clusters Score -2552852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2552858.750000 Penalty: 4770.793457
	Iteration 28Q: 3 clusters Score -2552859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2552856.750000 Penalty: 4770.793457
	Iteration 29Q: 3 clusters Score -2552857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2552864.000000 Penalty: 4770.793457
	Iteration 30Q: 3 clusters Score -2552864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2552866.250000 Penalty: 4770.793457
	Iteration 31Q: 3 clusters Score -2552866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2552863.750000 Penalty: 4770.793457
	Iteration 32Q: 3 clusters Score -2552864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2552873.250000 Penalty: 4770.793457
	Iteration 33Q: 3 clusters Score -2552873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2552869.000000 Penalty: 4770.793457
	Iteration 34Q: 3 clusters Score -2552869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2552869.500000 Penalty: 4770.793457
	Iteration 35Q: 3 clusters Score -2552870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2552881.250000 Penalty: 4770.793457
	Iteration 36Q: 3 clusters Score -2552881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2552880.250000 Penalty: 4770.793457
	Iteration 37Q: 3 clusters Score -2552880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2552882.750000 Penalty: 4770.793457
	Iteration 38Q: 3 clusters Score -2552883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2552888.750000 Penalty: 4770.793457
	Iteration 39Q: 3 clusters Score -2552889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2552895.250000 Penalty: 4770.793457
	Iteration 40F: 3 clusters Score -2552895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2552897.750000 Penalty: 4770.793457
	Iteration 41Q: 3 clusters Score -2552898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2552905.250000 Penalty: 4770.793457
	Iteration 42Q: 3 clusters Score -2552905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2552914.500000 Penalty: 4770.793457
	Iteration 43Q: 3 clusters Score -2552914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2552915.500000 Penalty: 4770.793457
	Iteration 44Q: 3 clusters Score -2552916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2552925.500000 Penalty: 4770.793457
	Iteration 45Q: 3 clusters Score -2552926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2552944.000000 Penalty: 4770.793457
	Iteration 46Q: 3 clusters Score -2552944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2552957.000000 Penalty: 4770.793457
	Iteration 47Q: 3 clusters Score -2552957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2552974.000000 Penalty: 4770.793457
	Iteration 48Q: 3 clusters Score -2552974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2552980.500000 Penalty: 4770.793457
	Iteration 49Q: 3 clusters Score -2552980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2552998.500000 Penalty: 4770.793457
	Iteration 50Q: 3 clusters Score -2552998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2553018.250000 Penalty: 4770.793457
	Iteration 51Q: 3 clusters Score -2553018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2553029.750000 Penalty: 4770.793457
	Iteration 52Q: 3 clusters Score -2553030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2553073.750000 Penalty: 4770.793457
	Iteration 53Q: 3 clusters Score -2553074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2553110.250000 Penalty: 4770.793457
	Iteration 54Q: 3 clusters Score -2553110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2553155.000000 Penalty: 4770.793457
	Iteration 55Q: 3 clusters Score -2553155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2553179.500000 Penalty: 4770.793457
	Iteration 56Q: 3 clusters Score -2553180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2553198.750000 Penalty: 4770.793457
	Iteration 57Q: 3 clusters Score -2553199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2553224.250000 Penalty: 4770.793457
	Iteration 58Q: 3 clusters Score -2553224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2553223.750000 Penalty: 4770.793457
	Iteration 59Q: 3 clusters Score -2553224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2553233.500000 Penalty: 4770.793457
	Iteration 60F: 3 clusters Score -2553234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2553231.250000 Penalty: 4770.793457
	Iteration 61Q: 3 clusters Score -2553231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2553241.250000 Penalty: 4770.793457
	Iteration 62Q: 3 clusters Score -2553241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2553243.250000 Penalty: 4770.793457
	Iteration 63Q: 3 clusters Score -2553243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2553247.750000 Penalty: 4770.793457
	Iteration 64Q: 3 clusters Score -2553248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2553250.750000 Penalty: 4770.793457
	Iteration 65Q: 3 clusters Score -2553251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2553255.500000 Penalty: 4770.793457
	Iteration 66Q: 3 clusters Score -2553256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2553253.000000 Penalty: 4770.793457
	Iteration 67Q: 3 clusters Score -2553253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2553252.250000 Penalty: 4770.793457
	Iteration 68Q: 3 clusters Score -2553252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2553253.000000 Penalty: 4770.793457
	Iteration 69Q: 3 clusters Score -2553253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2553256.000000 Penalty: 4770.793457
	Iteration 70Q: 3 clusters Score -2553256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2553258.750000 Penalty: 4770.793457
	Iteration 71Q: 3 clusters Score -2553259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2553266.750000 Penalty: 4770.793457
	Iteration 72Q: 3 clusters Score -2553267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2553265.250000 Penalty: 4770.793457
	Iteration 73Q: 3 clusters Score -2553265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2553267.750000 Penalty: 4770.793457
	Iteration 74Q: 3 clusters Score -2553268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2553270.500000 Penalty: 4770.793457
	Iteration 75Q: 3 clusters Score -2553270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2553275.500000 Penalty: 4770.793457
	Iteration 76Q: 3 clusters Score -2553276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2553276.250000 Penalty: 4770.793457
	Iteration 77Q: 3 clusters Score -2553276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2553282.000000 Penalty: 4770.793457
	Iteration 78Q: 3 clusters Score -2553282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2553280.750000 Penalty: 4770.793457
	Iteration 79Q: 3 clusters Score -2553281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2553281.500000 Penalty: 4770.793457
	Iteration 80F: 3 clusters Score -2553282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2553281.500000 Penalty: 4770.793457
	Iteration 81Q: 3 clusters Score -2553282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2553283.750000 Penalty: 4770.793457
	Iteration 82Q: 3 clusters Score -2553284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2553286.500000 Penalty: 4770.793457
	Iteration 83Q: 3 clusters Score -2553286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2553277.250000 Penalty: 4770.793457
	Iteration 84Q: 3 clusters Score -2553277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2553276.000000 Penalty: 4770.793457
	Iteration 85Q: 3 clusters Score -2553276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2553276.000000 Penalty: 4770.793457
	Iteration 86F: 3 clusters Score -2553276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -706275.937500 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -706275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -702232.187500 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -702232.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -703189.437500 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -703189.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -703517.562500 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -703517.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -703816.875000 Penalty: 4150.180664
	Iteration 3F: 3 clusters Score -703816.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -704135.625000 Penalty: 4150.180664
	Iteration 4F: 3 clusters Score -704135.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -704446.250000 Penalty: 4150.180664
	Iteration 5F: 3 clusters Score -704446.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -704692.187500 Penalty: 4150.180664
	Iteration 6F: 3 clusters Score -704692.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -704876.500000 Penalty: 4150.180664
	Iteration 7Q: 3 clusters Score -704876.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -704993.062500 Penalty: 4150.180664
	Iteration 8Q: 3 clusters Score -704993.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -705091.625000 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -705091.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -705188.062500 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -705188.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -705275.250000 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -705275.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -705346.437500 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -705346.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -705415.375000 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -705415.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -705480.500000 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -705480.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -705527.562500 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -705527.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -705571.500000 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -705571.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -705611.312500 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -705611.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -705656.000000 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -705656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -705696.875000 Penalty: 4150.180664
	Iteration 19Q: 3 clusters Score -705696.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -705749.437500 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -705749.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -705819.812500 Penalty: 4150.180664
	Iteration 21Q: 3 clusters Score -705819.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -705869.250000 Penalty: 4150.180664
	Iteration 22Q: 3 clusters Score -705869.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -705928.875000 Penalty: 4150.180664
	Iteration 23Q: 3 clusters Score -705928.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -705992.812500 Penalty: 4150.180664
	Iteration 24Q: 3 clusters Score -705992.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -706053.250000 Penalty: 4150.180664
	Iteration 25Q: 3 clusters Score -706053.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -706129.250000 Penalty: 4150.180664
	Iteration 26Q: 3 clusters Score -706129.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -706202.000000 Penalty: 4150.180664
	Iteration 27Q: 3 clusters Score -706202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -706258.687500 Penalty: 4150.180664
	Iteration 28Q: 3 clusters Score -706258.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -706285.000000 Penalty: 4150.180664
	Iteration 29Q: 3 clusters Score -706285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -706304.812500 Penalty: 4150.180664
	Iteration 30Q: 3 clusters Score -706304.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -706317.812500 Penalty: 4150.180664
	Iteration 31Q: 3 clusters Score -706317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -706325.062500 Penalty: 4150.180664
	Iteration 32Q: 3 clusters Score -706325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -706327.437500 Penalty: 4150.180664
	Iteration 33Q: 3 clusters Score -706327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -706327.500000 Penalty: 4150.180664
	Iteration 34Q: 3 clusters Score -706327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -706329.687500 Penalty: 4150.180664
	Iteration 35Q: 3 clusters Score -706329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -706333.812500 Penalty: 4150.180664
	Iteration 36Q: 3 clusters Score -706333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -706339.562500 Penalty: 4150.180664
	Iteration 37Q: 3 clusters Score -706339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -706341.750000 Penalty: 4150.180664
	Iteration 38Q: 3 clusters Score -706341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -706344.312500 Penalty: 4150.180664
	Iteration 39Q: 3 clusters Score -706344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -706347.250000 Penalty: 4150.180664
	Iteration 40F: 3 clusters Score -706347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -706347.250000 Penalty: 4150.180664
	Iteration 41Q: 3 clusters Score -706347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -706349.875000 Penalty: 4150.180664
	Iteration 42Q: 3 clusters Score -706349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -706349.312500 Penalty: 4150.180664
	Iteration 43Q: 3 clusters Score -706349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -706349.750000 Penalty: 4150.180664
	Iteration 44Q: 3 clusters Score -706349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -706349.750000 Penalty: 4150.180664
	Iteration 45Q: 3 clusters Score -706349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -706349.750000 Penalty: 4150.180664
	Iteration 46F: 3 clusters Score -706349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2124 members 
Entering Unmasked Estep 
Score: -117277664.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117278904.000000 to -117277664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157918.687500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156045.937500 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -156045.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156314.578125 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -156314.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -156387.765625 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -156387.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156412.656250 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -156412.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156427.703125 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -156427.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156434.343750 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -156437.656250 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156439.062500 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -156442.953125 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -156448.078125 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -156453.218750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -156455.546875 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -156455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156456.437500 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -156456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -156460.093750 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -156460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -156460.343750 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -156460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -156460.343750 Penalty: 3376.735596
	Iteration 15F: 3 clusters Score -156460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Entering Unmasked Estep 
Score: -5811072.500000 Penalty: 2577.103516
	Iteration 0F: 2 clusters Score -5811072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5788963.500000 Penalty: 5154.207031
	Iteration 0F: 3 clusters Score -5788964 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5796817.000000 Penalty: 5154.207031
	Iteration 1F: 3 clusters Score -5796817 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5797297.500000 Penalty: 5154.207031
	Iteration 2Q: 3 clusters Score -5797298 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5797786.000000 Penalty: 5154.207031
	Iteration 3Q: 3 clusters Score -5797786 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -5798289.500000 Penalty: 5154.207031
	Iteration 4Q: 3 clusters Score -5798290 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5798801.500000 Penalty: 5154.207031
	Iteration 5Q: 3 clusters Score -5798802 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -5799438.000000 Penalty: 5154.207031
	Iteration 6Q: 3 clusters Score -5799438 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5800334.000000 Penalty: 5154.207031
	Iteration 7Q: 3 clusters Score -5800334 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -5801460.000000 Penalty: 5154.207031
	Iteration 8Q: 3 clusters Score -5801460 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5802753.000000 Penalty: 5154.207031
	Iteration 9F: 3 clusters Score -5802753 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -5803921.500000 Penalty: 5154.207031
	Iteration 10Q: 3 clusters Score -5803922 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5804925.500000 Penalty: 5154.207031
	Iteration 11Q: 3 clusters Score -5804926 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -5805710.000000 Penalty: 5154.207031
	Iteration 12Q: 3 clusters Score -5805710 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5806339.500000 Penalty: 5154.207031
	Iteration 13Q: 3 clusters Score -5806340 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5806876.500000 Penalty: 5154.207031
	Iteration 14Q: 3 clusters Score -5806876 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5807311.000000 Penalty: 5154.207031
	Iteration 15Q: 3 clusters Score -5807311 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5807691.500000 Penalty: 5154.207031
	Iteration 16Q: 3 clusters Score -5807692 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5808038.000000 Penalty: 5154.207031
	Iteration 17Q: 3 clusters Score -5808038 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5808273.500000 Penalty: 5154.207031
	Iteration 18Q: 3 clusters Score -5808274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5808445.500000 Penalty: 5154.207031
	Iteration 19Q: 3 clusters Score -5808446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5808575.000000 Penalty: 5154.207031
	Iteration 20F: 3 clusters Score -5808575 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5808676.000000 Penalty: 5154.207031
	Iteration 21Q: 3 clusters Score -5808676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5808735.500000 Penalty: 5154.207031
	Iteration 22Q: 3 clusters Score -5808736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5808792.000000 Penalty: 5154.207031
	Iteration 23Q: 3 clusters Score -5808792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5808814.000000 Penalty: 5154.207031
	Iteration 24Q: 3 clusters Score -5808814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5808844.500000 Penalty: 5154.207031
	Iteration 25Q: 3 clusters Score -5808844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5808860.000000 Penalty: 5154.207031
	Iteration 26Q: 3 clusters Score -5808860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5808865.000000 Penalty: 5154.207031
	Iteration 27Q: 3 clusters Score -5808865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5808876.500000 Penalty: 5154.207031
	Iteration 28Q: 3 clusters Score -5808876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5808884.500000 Penalty: 5154.207031
	Iteration 29Q: 3 clusters Score -5808884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5808902.000000 Penalty: 5154.207031
	Iteration 30Q: 3 clusters Score -5808902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5808901.500000 Penalty: 5154.207031
	Iteration 31Q: 3 clusters Score -5808902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5808897.500000 Penalty: 5154.207031
	Iteration 32Q: 3 clusters Score -5808898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5808912.000000 Penalty: 5154.207031
	Iteration 33Q: 3 clusters Score -5808912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5808926.000000 Penalty: 5154.207031
	Iteration 34Q: 3 clusters Score -5808926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5808943.000000 Penalty: 5154.207031
	Iteration 35Q: 3 clusters Score -5808943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5808945.500000 Penalty: 5154.207031
	Iteration 36Q: 3 clusters Score -5808946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5808946.000000 Penalty: 5154.207031
	Iteration 37Q: 3 clusters Score -5808946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5808946.000000 Penalty: 5154.207031
	Iteration 38F: 3 clusters Score -5808946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -868558.562500 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -868558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -863869.375000 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -863869.4 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -865424.312500 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -865424.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -866200.000000 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -866200 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -867034.562500 Penalty: 4260.122070
	Iteration 3F: 3 clusters Score -867034.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -867781.562500 Penalty: 4260.122070
	Iteration 4F: 3 clusters Score -867781.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -868223.625000 Penalty: 4260.122070
	Iteration 5F: 3 clusters Score -868223.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -868448.750000 Penalty: 4260.122070
	Iteration 6Q: 3 clusters Score -868448.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -868553.687500 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -868553.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -868615.750000 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -868615.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -868674.812500 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -868674.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -868712.062500 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -868712.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -868738.187500 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -868738.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -868750.875000 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -868750.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -868758.187500 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -868758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -868767.062500 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -868767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -868772.875000 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -868772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -868790.500000 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -868790.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -868815.312500 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -868815.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -868836.000000 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -868836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -868847.437500 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -868847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -868858.687500 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -868858.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -868864.812500 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -868864.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -868870.000000 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -868870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -868876.250000 Penalty: 4260.122070
	Iteration 23Q: 3 clusters Score -868876.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -868884.062500 Penalty: 4260.122070
	Iteration 24Q: 3 clusters Score -868884.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -868893.437500 Penalty: 4260.122070
	Iteration 25Q: 3 clusters Score -868893.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -868899.625000 Penalty: 4260.122070
	Iteration 26Q: 3 clusters Score -868899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -868907.812500 Penalty: 4260.122070
	Iteration 27Q: 3 clusters Score -868907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -868912.250000 Penalty: 4260.122070
	Iteration 28Q: 3 clusters Score -868912.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -868920.437500 Penalty: 4260.122070
	Iteration 29Q: 3 clusters Score -868920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -868926.125000 Penalty: 4260.122070
	Iteration 30Q: 3 clusters Score -868926.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -868929.937500 Penalty: 4260.122070
	Iteration 31Q: 3 clusters Score -868929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -868932.250000 Penalty: 4260.122070
	Iteration 32Q: 3 clusters Score -868932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -868937.000000 Penalty: 4260.122070
	Iteration 33Q: 3 clusters Score -868937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -868937.500000 Penalty: 4260.122070
	Iteration 34Q: 3 clusters Score -868937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -868937.312500 Penalty: 4260.122070
	Iteration 35Q: 3 clusters Score -868937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -868937.312500 Penalty: 4260.122070
	Iteration 36F: 3 clusters Score -868937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2805 members 
Entering Unmasked Estep 
Score: -117278312.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117278904.000000 to -117278312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49010.109375 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49010.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49502.765625 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49502.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49682.933594 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49682.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49933.042969 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -49933.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50230.265625 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -50230.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50310.468750 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50310.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50321.210938 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50321.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50357.472656 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50357.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50386.921875 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50386.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50392.269531 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -50392.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50392.269531 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -50392.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 206 members 
Entering Unmasked Estep 
Score: -117277336.000000 Penalty: 203298.921875
Splitting cluster 12 changes total score from -117278904.000000 to -117277336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -490159.593750 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -490159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -486937.312500 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -486937.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -487595.062500 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -487595.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -487797.343750 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -487797.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -487918.781250 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -487918.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -488014.687500 Penalty: 3952.458252
	Iteration 4Q: 3 clusters Score -488014.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -488084.531250 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -488084.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -488139.500000 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -488139.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -488175.343750 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -488175.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -488204.687500 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -488204.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -488224.062500 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -488224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -488235.968750 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -488236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -488242.281250 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -488242.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -488247.875000 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -488247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -488252.156250 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -488252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -488257.281250 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -488257.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -488262.187500 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -488262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -488269.437500 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -488269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -488279.937500 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -488279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -488288.500000 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -488288.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -488303.312500 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -488303.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -488312.406250 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -488312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -488322.031250 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -488322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -488332.218750 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -488332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -488340.750000 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -488340.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -488346.343750 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -488346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488352.875000 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -488352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -488360.343750 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -488360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -488369.156250 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -488369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488375.093750 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -488375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -488378.875000 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -488378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -488383.156250 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -488383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -488389.968750 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -488390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -488399.812500 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -488399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -488410.375000 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -488410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -488414.375000 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -488414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -488419.562500 Penalty: 3952.458252
	Iteration 35Q: 3 clusters Score -488419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -488424.406250 Penalty: 3952.458252
	Iteration 36Q: 3 clusters Score -488424.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -488428.625000 Penalty: 3952.458252
	Iteration 37Q: 3 clusters Score -488428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -488436.156250 Penalty: 3952.458252
	Iteration 38Q: 3 clusters Score -488436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -488444.031250 Penalty: 3952.458252
	Iteration 39Q: 3 clusters Score -488444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -488454.906250 Penalty: 3952.458252
	Iteration 40F: 3 clusters Score -488454.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -488466.437500 Penalty: 3952.458252
	Iteration 41Q: 3 clusters Score -488466.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -488474.250000 Penalty: 3952.458252
	Iteration 42Q: 3 clusters Score -488474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -488481.062500 Penalty: 3952.458252
	Iteration 43Q: 3 clusters Score -488481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -488490.281250 Penalty: 3952.458252
	Iteration 44Q: 3 clusters Score -488490.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -488496.187500 Penalty: 3952.458252
	Iteration 45Q: 3 clusters Score -488496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -488503.718750 Penalty: 3952.458252
	Iteration 46Q: 3 clusters Score -488503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488509.437500 Penalty: 3952.458252
	Iteration 47Q: 3 clusters Score -488509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -488514.781250 Penalty: 3952.458252
	Iteration 48Q: 3 clusters Score -488514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -488521.968750 Penalty: 3952.458252
	Iteration 49Q: 3 clusters Score -488522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -488530.000000 Penalty: 3952.458252
	Iteration 50Q: 3 clusters Score -488530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -488533.562500 Penalty: 3952.458252
	Iteration 51Q: 3 clusters Score -488533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -488536.718750 Penalty: 3952.458252
	Iteration 52Q: 3 clusters Score -488536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -488540.281250 Penalty: 3952.458252
	Iteration 53Q: 3 clusters Score -488540.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -488548.531250 Penalty: 3952.458252
	Iteration 54Q: 3 clusters Score -488548.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -488557.625000 Penalty: 3952.458252
	Iteration 55Q: 3 clusters Score -488557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488566.093750 Penalty: 3952.458252
	Iteration 56Q: 3 clusters Score -488566.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -488576.031250 Penalty: 3952.458252
	Iteration 57Q: 3 clusters Score -488576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -488585.250000 Penalty: 3952.458252
	Iteration 58Q: 3 clusters Score -488585.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -488604.875000 Penalty: 3952.458252
	Iteration 59Q: 3 clusters Score -488604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -488618.562500 Penalty: 3952.458252
	Iteration 60F: 3 clusters Score -488618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -488629.937500 Penalty: 3952.458252
	Iteration 61Q: 3 clusters Score -488629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -488636.031250 Penalty: 3952.458252
	Iteration 62Q: 3 clusters Score -488636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488643.312500 Penalty: 3952.458252
	Iteration 63Q: 3 clusters Score -488643.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -488654.093750 Penalty: 3952.458252
	Iteration 64Q: 3 clusters Score -488654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -488662.312500 Penalty: 3952.458252
	Iteration 65Q: 3 clusters Score -488662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488672.406250 Penalty: 3952.458252
	Iteration 66Q: 3 clusters Score -488672.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488682.906250 Penalty: 3952.458252
	Iteration 67Q: 3 clusters Score -488682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -488691.218750 Penalty: 3952.458252
	Iteration 68Q: 3 clusters Score -488691.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -488701.093750 Penalty: 3952.458252
	Iteration 69Q: 3 clusters Score -488701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488714.000000 Penalty: 3952.458252
	Iteration 70Q: 3 clusters Score -488714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488729.718750 Penalty: 3952.458252
	Iteration 71Q: 3 clusters Score -488729.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488739.718750 Penalty: 3952.458252
	Iteration 72Q: 3 clusters Score -488739.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488746.875000 Penalty: 3952.458252
	Iteration 73Q: 3 clusters Score -488746.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488753.000000 Penalty: 3952.458252
	Iteration 74Q: 3 clusters Score -488753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488754.843750 Penalty: 3952.458252
	Iteration 75Q: 3 clusters Score -488754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488757.812500 Penalty: 3952.458252
	Iteration 76Q: 3 clusters Score -488757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488759.937500 Penalty: 3952.458252
	Iteration 77Q: 3 clusters Score -488759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -488760.125000 Penalty: 3952.458252
	Iteration 78Q: 3 clusters Score -488760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488760.468750 Penalty: 3952.458252
	Iteration 79Q: 3 clusters Score -488760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -488761.500000 Penalty: 3952.458252
	Iteration 80F: 3 clusters Score -488761.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -488762.500000 Penalty: 3952.458252
	Iteration 81Q: 3 clusters Score -488762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -488762.500000 Penalty: 3952.458252
	Iteration 82F: 3 clusters Score -488762.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -71870.343750 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -71870.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70425.367188 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -70425.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70678.984375 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -70678.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70834.343750 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -70834.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71044.984375 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -71044.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71228.281250 Penalty: 3048.579346
	Iteration 4F: 3 clusters Score -71228.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -71382.367188 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -71382.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71495.148438 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -71495.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71539.046875 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -71539.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71568.539062 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -71568.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71574.523438 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -71574.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71589.265625 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -71589.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71594.171875 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -71594.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71594.906250 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -71594.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71594.906250 Penalty: 3048.579346
	Iteration 13F: 3 clusters Score -71594.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -40802.125000 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -40802.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39673.503906 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -39673.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40008.480469 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -40008.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40349.718750 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -40349.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40609.843750 Penalty: 2877.850586
	Iteration 3F: 3 clusters Score -40609.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40691.722656 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -40691.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40733.003906 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -40733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40744.078125 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -40744.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40744.773438 Penalty: 2877.850586
	Iteration 7F: 3 clusters Score -40744.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40750.832031 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -40750.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40754.000000 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -40754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40754.000000 Penalty: 2877.850586
	Iteration 10F: 3 clusters Score -40754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -2093436.625000 Penalty: 2328.240967
	Iteration 0F: 2 clusters Score -2093437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2084529.125000 Penalty: 4656.481934
	Iteration 0F: 3 clusters Score -2084529 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2087383.750000 Penalty: 4656.481934
	Iteration 1F: 3 clusters Score -2087384 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2087795.250000 Penalty: 4656.481934
	Iteration 2F: 3 clusters Score -2087795 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2088156.000000 Penalty: 4656.481934
	Iteration 3F: 3 clusters Score -2088156 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2088469.875000 Penalty: 4656.481934
	Iteration 4F: 3 clusters Score -2088470 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2088770.625000 Penalty: 4656.481934
	Iteration 5Q: 3 clusters Score -2088771 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2089133.375000 Penalty: 4656.481934
	Iteration 6Q: 3 clusters Score -2089133 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2089516.500000 Penalty: 4656.481934
	Iteration 7F: 3 clusters Score -2089516 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2089885.125000 Penalty: 4656.481934
	Iteration 8Q: 3 clusters Score -2089885 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2090235.000000 Penalty: 4656.481934
	Iteration 9Q: 3 clusters Score -2090235 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2090538.250000 Penalty: 4656.481934
	Iteration 10Q: 3 clusters Score -2090538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2090797.125000 Penalty: 4656.481934
	Iteration 11Q: 3 clusters Score -2090797 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2090982.875000 Penalty: 4656.481934
	Iteration 12Q: 3 clusters Score -2090983 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2091140.000000 Penalty: 4656.481934
	Iteration 13Q: 3 clusters Score -2091140 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2091251.750000 Penalty: 4656.481934
	Iteration 14Q: 3 clusters Score -2091252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2091335.250000 Penalty: 4656.481934
	Iteration 15Q: 3 clusters Score -2091335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2091377.375000 Penalty: 4656.481934
	Iteration 16Q: 3 clusters Score -2091377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2091407.750000 Penalty: 4656.481934
	Iteration 17Q: 3 clusters Score -2091408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2091420.625000 Penalty: 4656.481934
	Iteration 18Q: 3 clusters Score -2091421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2091433.625000 Penalty: 4656.481934
	Iteration 19Q: 3 clusters Score -2091434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2091440.500000 Penalty: 4656.481934
	Iteration 20F: 3 clusters Score -2091440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2091453.125000 Penalty: 4656.481934
	Iteration 21Q: 3 clusters Score -2091453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2091456.375000 Penalty: 4656.481934
	Iteration 22Q: 3 clusters Score -2091456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2091459.000000 Penalty: 4656.481934
	Iteration 23Q: 3 clusters Score -2091459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2091469.375000 Penalty: 4656.481934
	Iteration 24Q: 3 clusters Score -2091469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2091475.500000 Penalty: 4656.481934
	Iteration 25Q: 3 clusters Score -2091476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2091486.500000 Penalty: 4656.481934
	Iteration 26Q: 3 clusters Score -2091486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2091489.000000 Penalty: 4656.481934
	Iteration 27Q: 3 clusters Score -2091489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2091495.875000 Penalty: 4656.481934
	Iteration 28Q: 3 clusters Score -2091496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2091498.875000 Penalty: 4656.481934
	Iteration 29Q: 3 clusters Score -2091499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2091498.625000 Penalty: 4656.481934
	Iteration 30Q: 3 clusters Score -2091499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2091501.750000 Penalty: 4656.481934
	Iteration 31Q: 3 clusters Score -2091502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2091505.625000 Penalty: 4656.481934
	Iteration 32Q: 3 clusters Score -2091506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2091507.875000 Penalty: 4656.481934
	Iteration 33Q: 3 clusters Score -2091508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2091508.750000 Penalty: 4656.481934
	Iteration 34Q: 3 clusters Score -2091509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2091511.250000 Penalty: 4656.481934
	Iteration 35Q: 3 clusters Score -2091511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2091509.250000 Penalty: 4656.481934
	Iteration 36Q: 3 clusters Score -2091509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2091509.250000 Penalty: 4656.481934
	Iteration 37F: 3 clusters Score -2091509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1540766.750000 Penalty: 2251.756348
	Iteration 0F: 2 clusters Score -1540767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1533878.500000 Penalty: 4503.512695
	Iteration 0F: 3 clusters Score -1533878 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1535740.625000 Penalty: 4503.512695
	Iteration 1F: 3 clusters Score -1535741 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1536054.875000 Penalty: 4503.512695
	Iteration 2F: 3 clusters Score -1536055 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1536298.875000 Penalty: 4503.512695
	Iteration 3F: 3 clusters Score -1536299 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1536507.125000 Penalty: 4503.512695
	Iteration 4Q: 3 clusters Score -1536507 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1536717.000000 Penalty: 4503.512695
	Iteration 5Q: 3 clusters Score -1536717 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1536917.750000 Penalty: 4503.512695
	Iteration 6Q: 3 clusters Score -1536918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1537133.375000 Penalty: 4503.512695
	Iteration 7Q: 3 clusters Score -1537133 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1537328.875000 Penalty: 4503.512695
	Iteration 8Q: 3 clusters Score -1537329 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1537515.250000 Penalty: 4503.512695
	Iteration 9Q: 3 clusters Score -1537515 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1537663.125000 Penalty: 4503.512695
	Iteration 10Q: 3 clusters Score -1537663 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1537824.875000 Penalty: 4503.512695
	Iteration 11Q: 3 clusters Score -1537825 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1537994.625000 Penalty: 4503.512695
	Iteration 12Q: 3 clusters Score -1537995 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1538134.375000 Penalty: 4503.512695
	Iteration 13Q: 3 clusters Score -1538134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1538234.125000 Penalty: 4503.512695
	Iteration 14Q: 3 clusters Score -1538234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1538308.875000 Penalty: 4503.512695
	Iteration 15Q: 3 clusters Score -1538309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1538371.625000 Penalty: 4503.512695
	Iteration 16Q: 3 clusters Score -1538372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1538428.000000 Penalty: 4503.512695
	Iteration 17Q: 3 clusters Score -1538428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1538485.875000 Penalty: 4503.512695
	Iteration 18Q: 3 clusters Score -1538486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1538537.625000 Penalty: 4503.512695
	Iteration 19Q: 3 clusters Score -1538538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1538587.250000 Penalty: 4503.512695
	Iteration 20F: 3 clusters Score -1538587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1538639.250000 Penalty: 4503.512695
	Iteration 21Q: 3 clusters Score -1538639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1538690.000000 Penalty: 4503.512695
	Iteration 22Q: 3 clusters Score -1538690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1538740.000000 Penalty: 4503.512695
	Iteration 23Q: 3 clusters Score -1538740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1538784.000000 Penalty: 4503.512695
	Iteration 24Q: 3 clusters Score -1538784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1538827.375000 Penalty: 4503.512695
	Iteration 25Q: 3 clusters Score -1538827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1538875.875000 Penalty: 4503.512695
	Iteration 26Q: 3 clusters Score -1538876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1538928.125000 Penalty: 4503.512695
	Iteration 27Q: 3 clusters Score -1538928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1538975.500000 Penalty: 4503.512695
	Iteration 28Q: 3 clusters Score -1538976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1539013.000000 Penalty: 4503.512695
	Iteration 29Q: 3 clusters Score -1539013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1539052.375000 Penalty: 4503.512695
	Iteration 30Q: 3 clusters Score -1539052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1539097.125000 Penalty: 4503.512695
	Iteration 31Q: 3 clusters Score -1539097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1539153.250000 Penalty: 4503.512695
	Iteration 32Q: 3 clusters Score -1539153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1539198.875000 Penalty: 4503.512695
	Iteration 33Q: 3 clusters Score -1539199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1539243.750000 Penalty: 4503.512695
	Iteration 34Q: 3 clusters Score -1539244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1539279.750000 Penalty: 4503.512695
	Iteration 35Q: 3 clusters Score -1539280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1539310.125000 Penalty: 4503.512695
	Iteration 36Q: 3 clusters Score -1539310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1539330.875000 Penalty: 4503.512695
	Iteration 37Q: 3 clusters Score -1539331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1539340.125000 Penalty: 4503.512695
	Iteration 38Q: 3 clusters Score -1539340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1539345.125000 Penalty: 4503.512695
	Iteration 39Q: 3 clusters Score -1539345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1539348.500000 Penalty: 4503.512695
	Iteration 40F: 3 clusters Score -1539348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1539351.500000 Penalty: 4503.512695
	Iteration 41Q: 3 clusters Score -1539352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1539351.750000 Penalty: 4503.512695
	Iteration 42Q: 3 clusters Score -1539352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1539353.250000 Penalty: 4503.512695
	Iteration 43Q: 3 clusters Score -1539353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1539354.875000 Penalty: 4503.512695
	Iteration 44Q: 3 clusters Score -1539355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1539356.500000 Penalty: 4503.512695
	Iteration 45Q: 3 clusters Score -1539356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1539356.500000 Penalty: 4503.512695
	Iteration 46Q: 3 clusters Score -1539356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1539357.000000 Penalty: 4503.512695
	Iteration 47Q: 3 clusters Score -1539357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1539357.625000 Penalty: 4503.512695
	Iteration 48Q: 3 clusters Score -1539358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1539356.750000 Penalty: 4503.512695
	Iteration 49Q: 3 clusters Score -1539357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1539358.375000 Penalty: 4503.512695
	Iteration 50Q: 3 clusters Score -1539358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1539358.375000 Penalty: 4503.512695
	Iteration 51F: 3 clusters Score -1539358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1978689.750000 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -1978690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1970158.875000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -1970159 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1973053.625000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -1973054 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1974292.625000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -1974293 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1976083.125000 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -1976083 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1977659.000000 Penalty: 4630.701660
	Iteration 4F: 3 clusters Score -1977659 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1978586.625000 Penalty: 4630.701660
	Iteration 5F: 3 clusters Score -1978587 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1979005.000000 Penalty: 4630.701660
	Iteration 6Q: 3 clusters Score -1979005 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1979157.000000 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -1979157 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1979211.000000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -1979211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1979232.125000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -1979232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1979249.875000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -1979250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1979253.000000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -1979253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1979263.000000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -1979263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1979262.375000 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -1979262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1979272.500000 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -1979272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1979276.125000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -1979276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1979277.500000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -1979278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1979282.875000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -1979283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1979286.500000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -1979286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1979291.750000 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -1979292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1979290.000000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -1979290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1979294.875000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -1979295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1979296.000000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -1979296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1979296.625000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -1979297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1979305.000000 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -1979305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1979310.875000 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -1979311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1979311.375000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -1979311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1979315.625000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -1979316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1979318.875000 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -1979319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1979322.750000 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -1979323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1979322.500000 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -1979322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1979323.250000 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -1979323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1979329.500000 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -1979330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1979329.375000 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -1979329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1979332.625000 Penalty: 4630.701660
	Iteration 34Q: 3 clusters Score -1979333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1979336.125000 Penalty: 4630.701660
	Iteration 35Q: 3 clusters Score -1979336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1979336.250000 Penalty: 4630.701660
	Iteration 36Q: 3 clusters Score -1979336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1979343.125000 Penalty: 4630.701660
	Iteration 37Q: 3 clusters Score -1979343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1979342.000000 Penalty: 4630.701660
	Iteration 38Q: 3 clusters Score -1979342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1979342.125000 Penalty: 4630.701660
	Iteration 39Q: 3 clusters Score -1979342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1979340.250000 Penalty: 4630.701660
	Iteration 40F: 3 clusters Score -1979340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1979343.250000 Penalty: 4630.701660
	Iteration 41Q: 3 clusters Score -1979343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1979347.375000 Penalty: 4630.701660
	Iteration 42Q: 3 clusters Score -1979347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1979349.375000 Penalty: 4630.701660
	Iteration 43Q: 3 clusters Score -1979349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1979352.250000 Penalty: 4630.701660
	Iteration 44Q: 3 clusters Score -1979352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1979350.000000 Penalty: 4630.701660
	Iteration 45Q: 3 clusters Score -1979350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1979349.875000 Penalty: 4630.701660
	Iteration 46Q: 3 clusters Score -1979350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1979351.000000 Penalty: 4630.701660
	Iteration 47Q: 3 clusters Score -1979351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1979352.875000 Penalty: 4630.701660
	Iteration 48Q: 3 clusters Score -1979353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1979347.625000 Penalty: 4630.701660
	Iteration 49Q: 3 clusters Score -1979348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1979345.000000 Penalty: 4630.701660
	Iteration 50Q: 3 clusters Score -1979345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1979345.000000 Penalty: 4630.701660
	Iteration 51F: 3 clusters Score -1979345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 6309 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 5031 members 
Entering Unmasked Estep 
Score: -117278400.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117278904.000000 to -117278400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Entering Unmasked Estep 
Score: -6389480.000000 Penalty: 2614.093262
	Iteration 0F: 2 clusters Score -6389480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -6364065.500000 Penalty: 5228.186523
	Iteration 0F: 3 clusters Score -6364066 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6373584.000000 Penalty: 5228.186523
	Iteration 1F: 3 clusters Score -6373584 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -6374161.500000 Penalty: 5228.186523
	Iteration 2Q: 3 clusters Score -6374162 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6374725.000000 Penalty: 5228.186523
	Iteration 3Q: 3 clusters Score -6374725 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6375323.000000 Penalty: 5228.186523
	Iteration 4Q: 3 clusters Score -6375323 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -6375920.000000 Penalty: 5228.186523
	Iteration 5Q: 3 clusters Score -6375920 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -6376478.000000 Penalty: 5228.186523
	Iteration 6Q: 3 clusters Score -6376478 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -6377051.500000 Penalty: 5228.186523
	Iteration 7Q: 3 clusters Score -6377052 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -6377588.500000 Penalty: 5228.186523
	Iteration 8Q: 3 clusters Score -6377588 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6378241.500000 Penalty: 5228.186523
	Iteration 9Q: 3 clusters Score -6378242 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6378865.000000 Penalty: 5228.186523
	Iteration 10Q: 3 clusters Score -6378865 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -6379477.500000 Penalty: 5228.186523
	Iteration 11Q: 3 clusters Score -6379478 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -6380164.500000 Penalty: 5228.186523
	Iteration 12Q: 3 clusters Score -6380164 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -6380728.000000 Penalty: 5228.186523
	Iteration 13Q: 3 clusters Score -6380728 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -6381270.500000 Penalty: 5228.186523
	Iteration 14Q: 3 clusters Score -6381270 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -6381746.000000 Penalty: 5228.186523
	Iteration 15Q: 3 clusters Score -6381746 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6382094.000000 Penalty: 5228.186523
	Iteration 16Q: 3 clusters Score -6382094 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6382381.000000 Penalty: 5228.186523
	Iteration 17Q: 3 clusters Score -6382381 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6382592.000000 Penalty: 5228.186523
	Iteration 18Q: 3 clusters Score -6382592 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -6382794.500000 Penalty: 5228.186523
	Iteration 19Q: 3 clusters Score -6382794 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -6382970.000000 Penalty: 5228.186523
	Iteration 20F: 3 clusters Score -6382970 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -6383124.000000 Penalty: 5228.186523
	Iteration 21Q: 3 clusters Score -6383124 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -6383253.000000 Penalty: 5228.186523
	Iteration 22Q: 3 clusters Score -6383253 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -6383369.500000 Penalty: 5228.186523
	Iteration 23Q: 3 clusters Score -6383370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6383480.000000 Penalty: 5228.186523
	Iteration 24Q: 3 clusters Score -6383480 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -6383612.000000 Penalty: 5228.186523
	Iteration 25Q: 3 clusters Score -6383612 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -6383744.000000 Penalty: 5228.186523
	Iteration 26Q: 3 clusters Score -6383744 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -6383896.000000 Penalty: 5228.186523
	Iteration 27Q: 3 clusters Score -6383896 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -6384072.000000 Penalty: 5228.186523
	Iteration 28Q: 3 clusters Score -6384072 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -6384230.000000 Penalty: 5228.186523
	Iteration 29Q: 3 clusters Score -6384230 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6384398.500000 Penalty: 5228.186523
	Iteration 30Q: 3 clusters Score -6384398 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -6384577.000000 Penalty: 5228.186523
	Iteration 31Q: 3 clusters Score -6384577 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6384743.000000 Penalty: 5228.186523
	Iteration 32Q: 3 clusters Score -6384743 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -6384932.500000 Penalty: 5228.186523
	Iteration 33Q: 3 clusters Score -6384932 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -6385122.000000 Penalty: 5228.186523
	Iteration 34Q: 3 clusters Score -6385122 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -6385312.000000 Penalty: 5228.186523
	Iteration 35Q: 3 clusters Score -6385312 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6385495.000000 Penalty: 5228.186523
	Iteration 36Q: 3 clusters Score -6385495 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -6385705.500000 Penalty: 5228.186523
	Iteration 37Q: 3 clusters Score -6385706 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6385913.500000 Penalty: 5228.186523
	Iteration 38Q: 3 clusters Score -6385914 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6386144.000000 Penalty: 5228.186523
	Iteration 39Q: 3 clusters Score -6386144 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -6386370.000000 Penalty: 5228.186523
	Iteration 40F: 3 clusters Score -6386370 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -6386645.000000 Penalty: 5228.186523
	Iteration 41Q: 3 clusters Score -6386645 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -6386905.000000 Penalty: 5228.186523
	Iteration 42Q: 3 clusters Score -6386905 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -6387121.500000 Penalty: 5228.186523
	Iteration 43Q: 3 clusters Score -6387122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6387344.500000 Penalty: 5228.186523
	Iteration 44Q: 3 clusters Score -6387344 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -6387522.000000 Penalty: 5228.186523
	Iteration 45Q: 3 clusters Score -6387522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6387667.000000 Penalty: 5228.186523
	Iteration 46Q: 3 clusters Score -6387667 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -6387783.000000 Penalty: 5228.186523
	Iteration 47Q: 3 clusters Score -6387783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6387898.500000 Penalty: 5228.186523
	Iteration 48Q: 3 clusters Score -6387898 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6387982.500000 Penalty: 5228.186523
	Iteration 49Q: 3 clusters Score -6387982 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6388061.000000 Penalty: 5228.186523
	Iteration 50Q: 3 clusters Score -6388061 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6388099.000000 Penalty: 5228.186523
	Iteration 51Q: 3 clusters Score -6388099 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6388137.000000 Penalty: 5228.186523
	Iteration 52Q: 3 clusters Score -6388137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6388158.500000 Penalty: 5228.186523
	Iteration 53Q: 3 clusters Score -6388158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6388184.500000 Penalty: 5228.186523
	Iteration 54Q: 3 clusters Score -6388184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6388204.500000 Penalty: 5228.186523
	Iteration 55Q: 3 clusters Score -6388204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6388189.500000 Penalty: 5228.186523
	Iteration 56Q: 3 clusters Score -6388190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6388214.500000 Penalty: 5228.186523
	Iteration 57Q: 3 clusters Score -6388214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6388220.000000 Penalty: 5228.186523
	Iteration 58Q: 3 clusters Score -6388220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6388228.000000 Penalty: 5228.186523
	Iteration 59Q: 3 clusters Score -6388228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6388247.500000 Penalty: 5228.186523
	Iteration 60F: 3 clusters Score -6388248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6388263.500000 Penalty: 5228.186523
	Iteration 61Q: 3 clusters Score -6388264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6388265.500000 Penalty: 5228.186523
	Iteration 62Q: 3 clusters Score -6388266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6388279.000000 Penalty: 5228.186523
	Iteration 63Q: 3 clusters Score -6388279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6388280.000000 Penalty: 5228.186523
	Iteration 64Q: 3 clusters Score -6388280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6388283.500000 Penalty: 5228.186523
	Iteration 65Q: 3 clusters Score -6388284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6388304.500000 Penalty: 5228.186523
	Iteration 66Q: 3 clusters Score -6388304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6388299.000000 Penalty: 5228.186523
	Iteration 67Q: 3 clusters Score -6388299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6388302.500000 Penalty: 5228.186523
	Iteration 68Q: 3 clusters Score -6388302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6388306.500000 Penalty: 5228.186523
	Iteration 69Q: 3 clusters Score -6388306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6388326.500000 Penalty: 5228.186523
	Iteration 70Q: 3 clusters Score -6388326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6388331.000000 Penalty: 5228.186523
	Iteration 71Q: 3 clusters Score -6388331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6388330.500000 Penalty: 5228.186523
	Iteration 72Q: 3 clusters Score -6388330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6388338.000000 Penalty: 5228.186523
	Iteration 73Q: 3 clusters Score -6388338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6388343.000000 Penalty: 5228.186523
	Iteration 74Q: 3 clusters Score -6388343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6388347.500000 Penalty: 5228.186523
	Iteration 75Q: 3 clusters Score -6388348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6388352.500000 Penalty: 5228.186523
	Iteration 76Q: 3 clusters Score -6388352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6388346.500000 Penalty: 5228.186523
	Iteration 77Q: 3 clusters Score -6388346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6388358.500000 Penalty: 5228.186523
	Iteration 78Q: 3 clusters Score -6388358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6388373.500000 Penalty: 5228.186523
	Iteration 79Q: 3 clusters Score -6388374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6388363.500000 Penalty: 5228.186523
	Iteration 80F: 3 clusters Score -6388364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6388361.500000 Penalty: 5228.186523
	Iteration 81Q: 3 clusters Score -6388362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6388356.500000 Penalty: 5228.186523
	Iteration 82Q: 3 clusters Score -6388356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6388353.000000 Penalty: 5228.186523
	Iteration 83Q: 3 clusters Score -6388353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6388353.000000 Penalty: 5228.186523
	Iteration 84F: 3 clusters Score -6388353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Entering Unmasked Estep 
Score: -6616860.000000 Penalty: 2617.944824
	Iteration 0F: 2 clusters Score -6616860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6591163.000000 Penalty: 5235.889648
	Iteration 0F: 3 clusters Score -6591163 nChanged 17686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -6600784.500000 Penalty: 5235.889648
	Iteration 1F: 3 clusters Score -6600784 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -6601342.500000 Penalty: 5235.889648
	Iteration 2Q: 3 clusters Score -6601342 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -6601774.000000 Penalty: 5235.889648
	Iteration 3Q: 3 clusters Score -6601774 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -6602241.500000 Penalty: 5235.889648
	Iteration 4Q: 3 clusters Score -6602242 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6602696.000000 Penalty: 5235.889648
	Iteration 5Q: 3 clusters Score -6602696 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -6603197.500000 Penalty: 5235.889648
	Iteration 6Q: 3 clusters Score -6603198 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6603755.000000 Penalty: 5235.889648
	Iteration 7Q: 3 clusters Score -6603755 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6604439.000000 Penalty: 5235.889648
	Iteration 8Q: 3 clusters Score -6604439 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -6605097.500000 Penalty: 5235.889648
	Iteration 9Q: 3 clusters Score -6605098 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6605881.000000 Penalty: 5235.889648
	Iteration 10Q: 3 clusters Score -6605881 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -6606811.500000 Penalty: 5235.889648
	Iteration 11Q: 3 clusters Score -6606812 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -6607970.500000 Penalty: 5235.889648
	Iteration 12Q: 3 clusters Score -6607970 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -6609167.000000 Penalty: 5235.889648
	Iteration 13Q: 3 clusters Score -6609167 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6610458.500000 Penalty: 5235.889648
	Iteration 14Q: 3 clusters Score -6610458 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6611666.000000 Penalty: 5235.889648
	Iteration 15Q: 3 clusters Score -6611666 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6612623.500000 Penalty: 5235.889648
	Iteration 16Q: 3 clusters Score -6612624 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6613237.500000 Penalty: 5235.889648
	Iteration 17Q: 3 clusters Score -6613238 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6613664.000000 Penalty: 5235.889648
	Iteration 18Q: 3 clusters Score -6613664 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6613982.000000 Penalty: 5235.889648
	Iteration 19Q: 3 clusters Score -6613982 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6614185.500000 Penalty: 5235.889648
	Iteration 20F: 3 clusters Score -6614186 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6614332.000000 Penalty: 5235.889648
	Iteration 21Q: 3 clusters Score -6614332 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6614436.500000 Penalty: 5235.889648
	Iteration 22Q: 3 clusters Score -6614436 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6614503.000000 Penalty: 5235.889648
	Iteration 23Q: 3 clusters Score -6614503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6614568.500000 Penalty: 5235.889648
	Iteration 24Q: 3 clusters Score -6614568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6614596.000000 Penalty: 5235.889648
	Iteration 25Q: 3 clusters Score -6614596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6614620.500000 Penalty: 5235.889648
	Iteration 26Q: 3 clusters Score -6614620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6614675.000000 Penalty: 5235.889648
	Iteration 27Q: 3 clusters Score -6614675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6614679.000000 Penalty: 5235.889648
	Iteration 28Q: 3 clusters Score -6614679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6614697.500000 Penalty: 5235.889648
	Iteration 29Q: 3 clusters Score -6614698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6614715.000000 Penalty: 5235.889648
	Iteration 30Q: 3 clusters Score -6614715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6614734.000000 Penalty: 5235.889648
	Iteration 31Q: 3 clusters Score -6614734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6614723.500000 Penalty: 5235.889648
	Iteration 32Q: 3 clusters Score -6614724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6614728.000000 Penalty: 5235.889648
	Iteration 33Q: 3 clusters Score -6614728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6614729.500000 Penalty: 5235.889648
	Iteration 34Q: 3 clusters Score -6614730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6614738.000000 Penalty: 5235.889648
	Iteration 35Q: 3 clusters Score -6614738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6614741.500000 Penalty: 5235.889648
	Iteration 36Q: 3 clusters Score -6614742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6614748.500000 Penalty: 5235.889648
	Iteration 37Q: 3 clusters Score -6614748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6614739.500000 Penalty: 5235.889648
	Iteration 38Q: 3 clusters Score -6614740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6614737.500000 Penalty: 5235.889648
	Iteration 39Q: 3 clusters Score -6614738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6614739.500000 Penalty: 5235.889648
	Iteration 40F: 3 clusters Score -6614740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6614753.500000 Penalty: 5235.889648
	Iteration 41Q: 3 clusters Score -6614754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6614752.500000 Penalty: 5235.889648
	Iteration 42Q: 3 clusters Score -6614752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6614752.500000 Penalty: 5235.889648
	Iteration 43F: 3 clusters Score -6614752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Entering Unmasked Estep 
Score: -5206655.500000 Penalty: 2548.768066
	Iteration 0F: 2 clusters Score -5206656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5186753.000000 Penalty: 5097.536133
	Iteration 0F: 3 clusters Score -5186753 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5194074.000000 Penalty: 5097.536133
	Iteration 1F: 3 clusters Score -5194074 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5194627.500000 Penalty: 5097.536133
	Iteration 2F: 3 clusters Score -5194628 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -5195210.500000 Penalty: 5097.536133
	Iteration 3Q: 3 clusters Score -5195210 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -5195874.500000 Penalty: 5097.536133
	Iteration 4F: 3 clusters Score -5195874 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -5196729.500000 Penalty: 5097.536133
	Iteration 5F: 3 clusters Score -5196730 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -5197836.000000 Penalty: 5097.536133
	Iteration 6F: 3 clusters Score -5197836 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5199085.000000 Penalty: 5097.536133
	Iteration 7F: 3 clusters Score -5199085 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5200351.000000 Penalty: 5097.536133
	Iteration 8F: 3 clusters Score -5200351 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5201441.000000 Penalty: 5097.536133
	Iteration 9Q: 3 clusters Score -5201441 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5202215.500000 Penalty: 5097.536133
	Iteration 10Q: 3 clusters Score -5202216 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5202673.000000 Penalty: 5097.536133
	Iteration 11Q: 3 clusters Score -5202673 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5202962.500000 Penalty: 5097.536133
	Iteration 12Q: 3 clusters Score -5202962 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5203171.000000 Penalty: 5097.536133
	Iteration 13Q: 3 clusters Score -5203171 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5203356.000000 Penalty: 5097.536133
	Iteration 14Q: 3 clusters Score -5203356 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -5203458.000000 Penalty: 5097.536133
	Iteration 15Q: 3 clusters Score -5203458 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5203568.500000 Penalty: 5097.536133
	Iteration 16Q: 3 clusters Score -5203568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5203670.500000 Penalty: 5097.536133
	Iteration 17Q: 3 clusters Score -5203670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -5203770.000000 Penalty: 5097.536133
	Iteration 18Q: 3 clusters Score -5203770 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -5203826.000000 Penalty: 5097.536133
	Iteration 19Q: 3 clusters Score -5203826 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -5203895.000000 Penalty: 5097.536133
	Iteration 20F: 3 clusters Score -5203895 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5203973.000000 Penalty: 5097.536133
	Iteration 21Q: 3 clusters Score -5203973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5204039.500000 Penalty: 5097.536133
	Iteration 22Q: 3 clusters Score -5204040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -5204095.000000 Penalty: 5097.536133
	Iteration 23Q: 3 clusters Score -5204095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5204126.500000 Penalty: 5097.536133
	Iteration 24Q: 3 clusters Score -5204126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5204177.000000 Penalty: 5097.536133
	Iteration 25Q: 3 clusters Score -5204177 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5204217.000000 Penalty: 5097.536133
	Iteration 26Q: 3 clusters Score -5204217 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5204282.500000 Penalty: 5097.536133
	Iteration 27Q: 3 clusters Score -5204282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5204311.500000 Penalty: 5097.536133
	Iteration 28Q: 3 clusters Score -5204312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -5204336.500000 Penalty: 5097.536133
	Iteration 29Q: 3 clusters Score -5204336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5204347.000000 Penalty: 5097.536133
	Iteration 30Q: 3 clusters Score -5204347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5204377.000000 Penalty: 5097.536133
	Iteration 31Q: 3 clusters Score -5204377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5204381.500000 Penalty: 5097.536133
	Iteration 32Q: 3 clusters Score -5204382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5204402.500000 Penalty: 5097.536133
	Iteration 33Q: 3 clusters Score -5204402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5204406.500000 Penalty: 5097.536133
	Iteration 34Q: 3 clusters Score -5204406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5204417.500000 Penalty: 5097.536133
	Iteration 35Q: 3 clusters Score -5204418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5204429.000000 Penalty: 5097.536133
	Iteration 36Q: 3 clusters Score -5204429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5204440.500000 Penalty: 5097.536133
	Iteration 37Q: 3 clusters Score -5204440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5204449.500000 Penalty: 5097.536133
	Iteration 38Q: 3 clusters Score -5204450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5204470.000000 Penalty: 5097.536133
	Iteration 39Q: 3 clusters Score -5204470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5204481.000000 Penalty: 5097.536133
	Iteration 40F: 3 clusters Score -5204481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5204498.500000 Penalty: 5097.536133
	Iteration 41Q: 3 clusters Score -5204498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5204516.500000 Penalty: 5097.536133
	Iteration 42Q: 3 clusters Score -5204516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -5204505.000000 Penalty: 5097.536133
	Iteration 43Q: 3 clusters Score -5204505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5204531.000000 Penalty: 5097.536133
	Iteration 44Q: 3 clusters Score -5204531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -5204536.000000 Penalty: 5097.536133
	Iteration 45Q: 3 clusters Score -5204536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -5204536.500000 Penalty: 5097.536133
	Iteration 46Q: 3 clusters Score -5204536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -5204549.500000 Penalty: 5097.536133
	Iteration 47Q: 3 clusters Score -5204550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -5204550.500000 Penalty: 5097.536133
	Iteration 48Q: 3 clusters Score -5204550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5204551.500000 Penalty: 5097.536133
	Iteration 49Q: 3 clusters Score -5204552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -5204550.000000 Penalty: 5097.536133
	Iteration 50Q: 3 clusters Score -5204550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5204556.500000 Penalty: 5097.536133
	Iteration 51Q: 3 clusters Score -5204556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5204558.500000 Penalty: 5097.536133
	Iteration 52Q: 3 clusters Score -5204558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -5204554.000000 Penalty: 5097.536133
	Iteration 53Q: 3 clusters Score -5204554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5204557.000000 Penalty: 5097.536133
	Iteration 54Q: 3 clusters Score -5204557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5204557.000000 Penalty: 5097.536133
	Iteration 55Q: 3 clusters Score -5204557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5204565.500000 Penalty: 5097.536133
	Iteration 56Q: 3 clusters Score -5204566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5204564.500000 Penalty: 5097.536133
	Iteration 57Q: 3 clusters Score -5204564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5204567.000000 Penalty: 5097.536133
	Iteration 58Q: 3 clusters Score -5204567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5204572.500000 Penalty: 5097.536133
	Iteration 59Q: 3 clusters Score -5204572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5204567.500000 Penalty: 5097.536133
	Iteration 60F: 3 clusters Score -5204568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5204575.000000 Penalty: 5097.536133
	Iteration 61Q: 3 clusters Score -5204575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -5204571.500000 Penalty: 5097.536133
	Iteration 62Q: 3 clusters Score -5204572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5204574.000000 Penalty: 5097.536133
	Iteration 63Q: 3 clusters Score -5204574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5204569.000000 Penalty: 5097.536133
	Iteration 64Q: 3 clusters Score -5204569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5204581.000000 Penalty: 5097.536133
	Iteration 65Q: 3 clusters Score -5204581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5204576.500000 Penalty: 5097.536133
	Iteration 66Q: 3 clusters Score -5204576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5204573.000000 Penalty: 5097.536133
	Iteration 67Q: 3 clusters Score -5204573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5204569.000000 Penalty: 5097.536133
	Iteration 68Q: 3 clusters Score -5204569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -5204573.500000 Penalty: 5097.536133
	Iteration 69Q: 3 clusters Score -5204574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5204579.000000 Penalty: 5097.536133
	Iteration 70Q: 3 clusters Score -5204579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5204582.000000 Penalty: 5097.536133
	Iteration 71Q: 3 clusters Score -5204582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5204588.000000 Penalty: 5097.536133
	Iteration 72Q: 3 clusters Score -5204588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5204583.000000 Penalty: 5097.536133
	Iteration 73Q: 3 clusters Score -5204583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5204589.500000 Penalty: 5097.536133
	Iteration 74Q: 3 clusters Score -5204590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5204584.000000 Penalty: 5097.536133
	Iteration 75Q: 3 clusters Score -5204584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5204584.000000 Penalty: 5097.536133
	Iteration 76F: 3 clusters Score -5204584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Entering Unmasked Estep 
Score: -6339934.500000 Penalty: 2594.750488
	Iteration 0F: 2 clusters Score -6339934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -6317366.500000 Penalty: 5189.500977
	Iteration 0F: 3 clusters Score -6317366 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -6325887.000000 Penalty: 5189.500977
	Iteration 1F: 3 clusters Score -6325887 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6326380.500000 Penalty: 5189.500977
	Iteration 2Q: 3 clusters Score -6326380 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6326994.000000 Penalty: 5189.500977
	Iteration 3Q: 3 clusters Score -6326994 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -6327820.500000 Penalty: 5189.500977
	Iteration 4Q: 3 clusters Score -6327820 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -6329015.500000 Penalty: 5189.500977
	Iteration 5F: 3 clusters Score -6329016 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6330682.500000 Penalty: 5189.500977
	Iteration 6F: 3 clusters Score -6330682 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6332546.000000 Penalty: 5189.500977
	Iteration 7F: 3 clusters Score -6332546 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6334209.500000 Penalty: 5189.500977
	Iteration 8F: 3 clusters Score -6334210 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6335520.500000 Penalty: 5189.500977
	Iteration 9Q: 3 clusters Score -6335520 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -6336532.500000 Penalty: 5189.500977
	Iteration 10Q: 3 clusters Score -6336532 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -6337075.000000 Penalty: 5189.500977
	Iteration 11Q: 3 clusters Score -6337075 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -6337344.000000 Penalty: 5189.500977
	Iteration 12Q: 3 clusters Score -6337344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -6337477.000000 Penalty: 5189.500977
	Iteration 13Q: 3 clusters Score -6337477 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -6337584.500000 Penalty: 5189.500977
	Iteration 14Q: 3 clusters Score -6337584 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -6337664.000000 Penalty: 5189.500977
	Iteration 15Q: 3 clusters Score -6337664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6337730.000000 Penalty: 5189.500977
	Iteration 16Q: 3 clusters Score -6337730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -6337769.000000 Penalty: 5189.500977
	Iteration 17Q: 3 clusters Score -6337769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -6337813.500000 Penalty: 5189.500977
	Iteration 18Q: 3 clusters Score -6337814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6337823.000000 Penalty: 5189.500977
	Iteration 19Q: 3 clusters Score -6337823 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6337845.000000 Penalty: 5189.500977
	Iteration 20F: 3 clusters Score -6337845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -6337856.000000 Penalty: 5189.500977
	Iteration 21Q: 3 clusters Score -6337856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6337867.000000 Penalty: 5189.500977
	Iteration 22Q: 3 clusters Score -6337867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -6337861.500000 Penalty: 5189.500977
	Iteration 23Q: 3 clusters Score -6337862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6337874.500000 Penalty: 5189.500977
	Iteration 24Q: 3 clusters Score -6337874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -6337879.500000 Penalty: 5189.500977
	Iteration 25Q: 3 clusters Score -6337880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -6337892.000000 Penalty: 5189.500977
	Iteration 26Q: 3 clusters Score -6337892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6337894.000000 Penalty: 5189.500977
	Iteration 27Q: 3 clusters Score -6337894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6337894.000000 Penalty: 5189.500977
	Iteration 28Q: 3 clusters Score -6337894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -6337889.500000 Penalty: 5189.500977
	Iteration 29Q: 3 clusters Score -6337890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -6337892.500000 Penalty: 5189.500977
	Iteration 30Q: 3 clusters Score -6337892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6337894.000000 Penalty: 5189.500977
	Iteration 31Q: 3 clusters Score -6337894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6337897.000000 Penalty: 5189.500977
	Iteration 32Q: 3 clusters Score -6337897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6337887.000000 Penalty: 5189.500977
	Iteration 33Q: 3 clusters Score -6337887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6337887.000000 Penalty: 5189.500977
	Iteration 34F: 3 clusters Score -6337887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -493561.781250 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -493561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -490224.937500 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -490224.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -491256.468750 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -491256.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -491800.687500 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -491800.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -492135.218750 Penalty: 3992.515869
	Iteration 3F: 3 clusters Score -492135.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -492405.781250 Penalty: 3992.515869
	Iteration 4F: 3 clusters Score -492405.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -492644.031250 Penalty: 3992.515869
	Iteration 5F: 3 clusters Score -492644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -492967.125000 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -492967.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -493404.343750 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -493404.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -493898.437500 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -493898.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -494120.906250 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -494120.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -494218.437500 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -494218.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -494304.781250 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -494304.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -494372.000000 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -494372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -494418.343750 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -494418.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -494443.687500 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -494443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -494455.906250 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -494455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -494473.218750 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -494473.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -494488.406250 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -494488.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -494498.562500 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -494498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -494502.500000 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -494502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -494516.000000 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -494516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -494534.031250 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -494534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -494541.968750 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -494542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -494547.281250 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -494547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -494549.187500 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -494549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -494552.718750 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -494552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -494555.781250 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -494555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494565.000000 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -494565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -494568.375000 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -494568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -494570.031250 Penalty: 3992.515869
	Iteration 29Q: 3 clusters Score -494570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -494572.000000 Penalty: 3992.515869
	Iteration 30Q: 3 clusters Score -494572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -494572.000000 Penalty: 3992.515869
	Iteration 31F: 3 clusters Score -494572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 825 members 
Entering Unmasked Estep 
Score: -117278608.000000 Penalty: 203298.921875
Splitting cluster 23 changes total score from -117278904.000000 to -117278608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (36038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Entering Unmasked Estep 
Score: -6231885.500000 Penalty: 2602.097656
	Iteration 0F: 2 clusters Score -6231886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6207664.000000 Penalty: 5204.195312
	Iteration 0F: 3 clusters Score -6207664 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6216603.000000 Penalty: 5204.195312
	Iteration 1F: 3 clusters Score -6216603 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6217249.000000 Penalty: 5204.195312
	Iteration 2Q: 3 clusters Score -6217249 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6217922.000000 Penalty: 5204.195312
	Iteration 3Q: 3 clusters Score -6217922 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -6218657.500000 Penalty: 5204.195312
	Iteration 4Q: 3 clusters Score -6218658 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6219459.500000 Penalty: 5204.195312
	Iteration 5Q: 3 clusters Score -6219460 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -6220486.500000 Penalty: 5204.195312
	Iteration 6F: 3 clusters Score -6220486 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -6221567.000000 Penalty: 5204.195312
	Iteration 7F: 3 clusters Score -6221567 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6222647.500000 Penalty: 5204.195312
	Iteration 8F: 3 clusters Score -6222648 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -6223656.500000 Penalty: 5204.195312
	Iteration 9F: 3 clusters Score -6223656 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -6224491.500000 Penalty: 5204.195312
	Iteration 10Q: 3 clusters Score -6224492 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -6225213.500000 Penalty: 5204.195312
	Iteration 11Q: 3 clusters Score -6225214 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -6225846.500000 Penalty: 5204.195312
	Iteration 12Q: 3 clusters Score -6225846 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -6226452.000000 Penalty: 5204.195312
	Iteration 13Q: 3 clusters Score -6226452 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6227062.000000 Penalty: 5204.195312
	Iteration 14Q: 3 clusters Score -6227062 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6227651.500000 Penalty: 5204.195312
	Iteration 15Q: 3 clusters Score -6227652 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6228158.000000 Penalty: 5204.195312
	Iteration 16Q: 3 clusters Score -6228158 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6228599.000000 Penalty: 5204.195312
	Iteration 17Q: 3 clusters Score -6228599 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6228951.500000 Penalty: 5204.195312
	Iteration 18Q: 3 clusters Score -6228952 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6229286.500000 Penalty: 5204.195312
	Iteration 19Q: 3 clusters Score -6229286 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6229509.000000 Penalty: 5204.195312
	Iteration 20F: 3 clusters Score -6229509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6229684.500000 Penalty: 5204.195312
	Iteration 21Q: 3 clusters Score -6229684 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6229808.500000 Penalty: 5204.195312
	Iteration 22Q: 3 clusters Score -6229808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6229928.500000 Penalty: 5204.195312
	Iteration 23Q: 3 clusters Score -6229928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6230018.000000 Penalty: 5204.195312
	Iteration 24Q: 3 clusters Score -6230018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6230121.000000 Penalty: 5204.195312
	Iteration 25Q: 3 clusters Score -6230121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6230185.500000 Penalty: 5204.195312
	Iteration 26Q: 3 clusters Score -6230186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6230249.000000 Penalty: 5204.195312
	Iteration 27Q: 3 clusters Score -6230249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6230284.000000 Penalty: 5204.195312
	Iteration 28Q: 3 clusters Score -6230284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6230303.000000 Penalty: 5204.195312
	Iteration 29Q: 3 clusters Score -6230303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6230326.000000 Penalty: 5204.195312
	Iteration 30Q: 3 clusters Score -6230326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6230364.000000 Penalty: 5204.195312
	Iteration 31Q: 3 clusters Score -6230364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6230365.500000 Penalty: 5204.195312
	Iteration 32Q: 3 clusters Score -6230366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6230402.000000 Penalty: 5204.195312
	Iteration 33Q: 3 clusters Score -6230402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6230408.000000 Penalty: 5204.195312
	Iteration 34Q: 3 clusters Score -6230408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6230411.000000 Penalty: 5204.195312
	Iteration 35Q: 3 clusters Score -6230411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6230423.500000 Penalty: 5204.195312
	Iteration 36Q: 3 clusters Score -6230424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6230433.000000 Penalty: 5204.195312
	Iteration 37Q: 3 clusters Score -6230433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6230433.000000 Penalty: 5204.195312
	Iteration 38Q: 3 clusters Score -6230433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6230439.000000 Penalty: 5204.195312
	Iteration 39Q: 3 clusters Score -6230439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6230437.500000 Penalty: 5204.195312
	Iteration 40F: 3 clusters Score -6230438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6230433.500000 Penalty: 5204.195312
	Iteration 41Q: 3 clusters Score -6230434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6230433.500000 Penalty: 5204.195312
	Iteration 42F: 3 clusters Score -6230434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Entering Unmasked Estep 
Score: -5489471.500000 Penalty: 2560.784668
	Iteration 0F: 2 clusters Score -5489472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5468737.000000 Penalty: 5121.569336
	Iteration 0F: 3 clusters Score -5468737 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5476449.500000 Penalty: 5121.569336
	Iteration 1F: 3 clusters Score -5476450 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5477696.500000 Penalty: 5121.569336
	Iteration 2F: 3 clusters Score -5477696 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -5479398.500000 Penalty: 5121.569336
	Iteration 3F: 3 clusters Score -5479398 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5481577.500000 Penalty: 5121.569336
	Iteration 4F: 3 clusters Score -5481578 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5483657.000000 Penalty: 5121.569336
	Iteration 5F: 3 clusters Score -5483657 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5485277.500000 Penalty: 5121.569336
	Iteration 6F: 3 clusters Score -5485278 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5486321.000000 Penalty: 5121.569336
	Iteration 7F: 3 clusters Score -5486321 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5486899.000000 Penalty: 5121.569336
	Iteration 8Q: 3 clusters Score -5486899 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5487280.500000 Penalty: 5121.569336
	Iteration 9Q: 3 clusters Score -5487280 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -5487474.000000 Penalty: 5121.569336
	Iteration 10Q: 3 clusters Score -5487474 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5487635.500000 Penalty: 5121.569336
	Iteration 11Q: 3 clusters Score -5487636 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5487778.500000 Penalty: 5121.569336
	Iteration 12Q: 3 clusters Score -5487778 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5487926.500000 Penalty: 5121.569336
	Iteration 13Q: 3 clusters Score -5487926 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5488067.500000 Penalty: 5121.569336
	Iteration 14Q: 3 clusters Score -5488068 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5488189.500000 Penalty: 5121.569336
	Iteration 15Q: 3 clusters Score -5488190 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5488294.000000 Penalty: 5121.569336
	Iteration 16Q: 3 clusters Score -5488294 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5488379.500000 Penalty: 5121.569336
	Iteration 17Q: 3 clusters Score -5488380 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -5488482.000000 Penalty: 5121.569336
	Iteration 18Q: 3 clusters Score -5488482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5488534.000000 Penalty: 5121.569336
	Iteration 19Q: 3 clusters Score -5488534 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5488573.000000 Penalty: 5121.569336
	Iteration 20F: 3 clusters Score -5488573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5488616.000000 Penalty: 5121.569336
	Iteration 21Q: 3 clusters Score -5488616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5488656.000000 Penalty: 5121.569336
	Iteration 22Q: 3 clusters Score -5488656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5488684.000000 Penalty: 5121.569336
	Iteration 23Q: 3 clusters Score -5488684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -5488711.500000 Penalty: 5121.569336
	Iteration 24Q: 3 clusters Score -5488712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5488728.500000 Penalty: 5121.569336
	Iteration 25Q: 3 clusters Score -5488728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -5488733.000000 Penalty: 5121.569336
	Iteration 26Q: 3 clusters Score -5488733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5488732.500000 Penalty: 5121.569336
	Iteration 27Q: 3 clusters Score -5488732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5488729.500000 Penalty: 5121.569336
	Iteration 28Q: 3 clusters Score -5488730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -5488749.500000 Penalty: 5121.569336
	Iteration 29Q: 3 clusters Score -5488750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5488750.000000 Penalty: 5121.569336
	Iteration 30Q: 3 clusters Score -5488750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -5488755.500000 Penalty: 5121.569336
	Iteration 31Q: 3 clusters Score -5488756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5488763.000000 Penalty: 5121.569336
	Iteration 32Q: 3 clusters Score -5488763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -5488766.500000 Penalty: 5121.569336
	Iteration 33Q: 3 clusters Score -5488766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5488769.000000 Penalty: 5121.569336
	Iteration 34Q: 3 clusters Score -5488769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5488776.000000 Penalty: 5121.569336
	Iteration 35Q: 3 clusters Score -5488776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -5488772.000000 Penalty: 5121.569336
	Iteration 36Q: 3 clusters Score -5488772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5488761.500000 Penalty: 5121.569336
	Iteration 37Q: 3 clusters Score -5488762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5488763.500000 Penalty: 5121.569336
	Iteration 38Q: 3 clusters Score -5488764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5488765.500000 Penalty: 5121.569336
	Iteration 39Q: 3 clusters Score -5488766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5488765.500000 Penalty: 5121.569336
	Iteration 40F: 3 clusters Score -5488766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5488773.500000 Penalty: 5121.569336
	Iteration 41Q: 3 clusters Score -5488774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5488766.500000 Penalty: 5121.569336
	Iteration 42Q: 3 clusters Score -5488766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5488761.000000 Penalty: 5121.569336
	Iteration 43Q: 3 clusters Score -5488761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5488767.000000 Penalty: 5121.569336
	Iteration 44Q: 3 clusters Score -5488767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5488769.000000 Penalty: 5121.569336
	Iteration 45Q: 3 clusters Score -5488769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5488774.000000 Penalty: 5121.569336
	Iteration 46Q: 3 clusters Score -5488774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5488767.500000 Penalty: 5121.569336
	Iteration 47Q: 3 clusters Score -5488768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5488763.000000 Penalty: 5121.569336
	Iteration 48Q: 3 clusters Score -5488763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5488775.000000 Penalty: 5121.569336
	Iteration 49Q: 3 clusters Score -5488775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5488781.000000 Penalty: 5121.569336
	Iteration 50Q: 3 clusters Score -5488781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5488784.500000 Penalty: 5121.569336
	Iteration 51Q: 3 clusters Score -5488784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -5488787.000000 Penalty: 5121.569336
	Iteration 52Q: 3 clusters Score -5488787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5488792.500000 Penalty: 5121.569336
	Iteration 53Q: 3 clusters Score -5488792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -5488796.000000 Penalty: 5121.569336
	Iteration 54Q: 3 clusters Score -5488796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5488810.500000 Penalty: 5121.569336
	Iteration 55Q: 3 clusters Score -5488810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5488803.500000 Penalty: 5121.569336
	Iteration 56Q: 3 clusters Score -5488804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5488805.000000 Penalty: 5121.569336
	Iteration 57Q: 3 clusters Score -5488805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5488807.000000 Penalty: 5121.569336
	Iteration 58Q: 3 clusters Score -5488807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -5488799.500000 Penalty: 5121.569336
	Iteration 59Q: 3 clusters Score -5488800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5488801.500000 Penalty: 5121.569336
	Iteration 60F: 3 clusters Score -5488802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5488800.000000 Penalty: 5121.569336
	Iteration 61Q: 3 clusters Score -5488800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5488805.500000 Penalty: 5121.569336
	Iteration 62Q: 3 clusters Score -5488806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5488805.000000 Penalty: 5121.569336
	Iteration 63Q: 3 clusters Score -5488805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -5488805.000000 Penalty: 5121.569336
	Iteration 64Q: 3 clusters Score -5488805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5488807.000000 Penalty: 5121.569336
	Iteration 65Q: 3 clusters Score -5488807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5488806.500000 Penalty: 5121.569336
	Iteration 66Q: 3 clusters Score -5488806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5488805.500000 Penalty: 5121.569336
	Iteration 67Q: 3 clusters Score -5488806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -5488804.000000 Penalty: 5121.569336
	Iteration 68Q: 3 clusters Score -5488804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5488803.000000 Penalty: 5121.569336
	Iteration 69Q: 3 clusters Score -5488803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5488805.500000 Penalty: 5121.569336
	Iteration 70Q: 3 clusters Score -5488806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -5488806.000000 Penalty: 5121.569336
	Iteration 71Q: 3 clusters Score -5488806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5488807.000000 Penalty: 5121.569336
	Iteration 72Q: 3 clusters Score -5488807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5488805.000000 Penalty: 5121.569336
	Iteration 73Q: 3 clusters Score -5488805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5488812.500000 Penalty: 5121.569336
	Iteration 74Q: 3 clusters Score -5488812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5488805.500000 Penalty: 5121.569336
	Iteration 75Q: 3 clusters Score -5488806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5488808.000000 Penalty: 5121.569336
	Iteration 76Q: 3 clusters Score -5488808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5488810.000000 Penalty: 5121.569336
	Iteration 77Q: 3 clusters Score -5488810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5488809.000000 Penalty: 5121.569336
	Iteration 78Q: 3 clusters Score -5488809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5488810.500000 Penalty: 5121.569336
	Iteration 79Q: 3 clusters Score -5488810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5488811.500000 Penalty: 5121.569336
	Iteration 80F: 3 clusters Score -5488812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5488812.000000 Penalty: 5121.569336
	Iteration 81Q: 3 clusters Score -5488812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5488810.000000 Penalty: 5121.569336
	Iteration 82Q: 3 clusters Score -5488810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5488810.000000 Penalty: 5121.569336
	Iteration 83F: 3 clusters Score -5488810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -532019.687500 Penalty: 1996.732544
	Iteration 0F: 2 clusters Score -532019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -528656.625000 Penalty: 3993.465088
	Iteration 0F: 3 clusters Score -528656.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -529418.000000 Penalty: 3993.465088
	Iteration 1F: 3 clusters Score -529418 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -529630.437500 Penalty: 3993.465088
	Iteration 2F: 3 clusters Score -529630.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -529769.187500 Penalty: 3993.465088
	Iteration 3F: 3 clusters Score -529769.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -529857.562500 Penalty: 3993.465088
	Iteration 4Q: 3 clusters Score -529857.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -529929.000000 Penalty: 3993.465088
	Iteration 5Q: 3 clusters Score -529929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -530027.000000 Penalty: 3993.465088
	Iteration 6Q: 3 clusters Score -530027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -530124.250000 Penalty: 3993.465088
	Iteration 7Q: 3 clusters Score -530124.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -530217.375000 Penalty: 3993.465088
	Iteration 8Q: 3 clusters Score -530217.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -530322.937500 Penalty: 3993.465088
	Iteration 9Q: 3 clusters Score -530322.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -530436.375000 Penalty: 3993.465088
	Iteration 10Q: 3 clusters Score -530436.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -530509.187500 Penalty: 3993.465088
	Iteration 11Q: 3 clusters Score -530509.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -530565.812500 Penalty: 3993.465088
	Iteration 12Q: 3 clusters Score -530565.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -530610.187500 Penalty: 3993.465088
	Iteration 13Q: 3 clusters Score -530610.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -530644.375000 Penalty: 3993.465088
	Iteration 14Q: 3 clusters Score -530644.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -530676.812500 Penalty: 3993.465088
	Iteration 15Q: 3 clusters Score -530676.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -530700.062500 Penalty: 3993.465088
	Iteration 16Q: 3 clusters Score -530700.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -530719.125000 Penalty: 3993.465088
	Iteration 17Q: 3 clusters Score -530719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -530734.875000 Penalty: 3993.465088
	Iteration 18Q: 3 clusters Score -530734.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -530751.000000 Penalty: 3993.465088
	Iteration 19Q: 3 clusters Score -530751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -530765.625000 Penalty: 3993.465088
	Iteration 20F: 3 clusters Score -530765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -530782.187500 Penalty: 3993.465088
	Iteration 21Q: 3 clusters Score -530782.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -530807.062500 Penalty: 3993.465088
	Iteration 22Q: 3 clusters Score -530807.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -530839.187500 Penalty: 3993.465088
	Iteration 23Q: 3 clusters Score -530839.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -530872.687500 Penalty: 3993.465088
	Iteration 24Q: 3 clusters Score -530872.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -530892.500000 Penalty: 3993.465088
	Iteration 25Q: 3 clusters Score -530892.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -530912.125000 Penalty: 3993.465088
	Iteration 26Q: 3 clusters Score -530912.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -530940.437500 Penalty: 3993.465088
	Iteration 27Q: 3 clusters Score -530940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -530967.562500 Penalty: 3993.465088
	Iteration 28Q: 3 clusters Score -530967.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -530984.625000 Penalty: 3993.465088
	Iteration 29Q: 3 clusters Score -530984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -531002.812500 Penalty: 3993.465088
	Iteration 30Q: 3 clusters Score -531002.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -531016.062500 Penalty: 3993.465088
	Iteration 31Q: 3 clusters Score -531016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -531026.500000 Penalty: 3993.465088
	Iteration 32Q: 3 clusters Score -531026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -531033.187500 Penalty: 3993.465088
	Iteration 33Q: 3 clusters Score -531033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -531039.875000 Penalty: 3993.465088
	Iteration 34Q: 3 clusters Score -531039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -531047.500000 Penalty: 3993.465088
	Iteration 35Q: 3 clusters Score -531047.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -531054.625000 Penalty: 3993.465088
	Iteration 36Q: 3 clusters Score -531054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -531060.687500 Penalty: 3993.465088
	Iteration 37Q: 3 clusters Score -531060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -531069.125000 Penalty: 3993.465088
	Iteration 38Q: 3 clusters Score -531069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -531074.062500 Penalty: 3993.465088
	Iteration 39Q: 3 clusters Score -531074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -531076.562500 Penalty: 3993.465088
	Iteration 40F: 3 clusters Score -531076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -531080.812500 Penalty: 3993.465088
	Iteration 41Q: 3 clusters Score -531080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -531084.937500 Penalty: 3993.465088
	Iteration 42Q: 3 clusters Score -531084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -531090.375000 Penalty: 3993.465088
	Iteration 43Q: 3 clusters Score -531090.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -531096.250000 Penalty: 3993.465088
	Iteration 44Q: 3 clusters Score -531096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -531101.250000 Penalty: 3993.465088
	Iteration 45Q: 3 clusters Score -531101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -531104.250000 Penalty: 3993.465088
	Iteration 46Q: 3 clusters Score -531104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -531107.125000 Penalty: 3993.465088
	Iteration 47Q: 3 clusters Score -531107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -531112.687500 Penalty: 3993.465088
	Iteration 48Q: 3 clusters Score -531112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -531116.125000 Penalty: 3993.465088
	Iteration 49Q: 3 clusters Score -531116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -531118.000000 Penalty: 3993.465088
	Iteration 50Q: 3 clusters Score -531118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -531119.437500 Penalty: 3993.465088
	Iteration 51Q: 3 clusters Score -531119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -531118.875000 Penalty: 3993.465088
	Iteration 52Q: 3 clusters Score -531118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -531118.875000 Penalty: 3993.465088
	Iteration 53F: 3 clusters Score -531118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85596.718750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85596.72 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86032.796875 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -86032.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86243.492188 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86243.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86294.257812 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -86294.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86309.960938 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86309.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86331.304688 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86339.000000 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86345.843750 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86345.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86347.625000 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86347.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86347.625000 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -86347.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -136698.375000 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -136698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134968.140625 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -134968.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -135275.984375 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -135276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -135398.484375 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -135398.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135507.359375 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -135507.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -135568.000000 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -135568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135598.046875 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -135598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -135652.078125 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -135652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135689.687500 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -135689.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135738.171875 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -135738.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -135754.937500 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -135754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -135763.296875 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -135763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -135776.906250 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -135776.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -135803.546875 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -135803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -135838.515625 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -135838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -135878.828125 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -135878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135898.468750 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -135898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -135909.843750 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -135909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135921.500000 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -135921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135926.328125 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -135926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -135927.578125 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -135927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -135927.578125 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -135927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -27192.925781 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26175.130859 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26175.13 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26458.585938 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26458.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26581.568359 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -26581.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26746.951172 Penalty: 2820.739746
	Iteration 3F: 3 clusters Score -26746.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26848.654297 Penalty: 2820.739746
	Iteration 4F: 3 clusters Score -26848.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26913.849609 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -26913.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26926.544922 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -26926.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26948.386719 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -26948.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26948.386719 Penalty: 2820.739746
	Iteration 8F: 3 clusters Score -26948.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -325861.406250 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -325861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -323270.625000 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -323270.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -323936.937500 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -323936.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -324184.625000 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -324184.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -324334.250000 Penalty: 3786.631348
	Iteration 3F: 3 clusters Score -324334.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -324459.062500 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -324459.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -324562.562500 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -324562.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -324642.843750 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -324642.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -324714.031250 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -324714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -324777.750000 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -324777.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -324842.406250 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -324842.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -324909.937500 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -324909.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -324946.437500 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -324946.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -324960.312500 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -324960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -324972.250000 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -324972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -324987.437500 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -324987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324995.968750 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -324996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -325001.531250 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -325001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -325008.312500 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -325008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325011.625000 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -325011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -325017.781250 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -325017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -325029.375000 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -325029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -325047.406250 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -325047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325059.656250 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -325059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325068.781250 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -325068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -325087.031250 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -325087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325107.468750 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -325107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -325122.093750 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -325122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325132.437500 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -325132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325140.718750 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -325140.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325147.937500 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -325147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325150.906250 Penalty: 3786.631348
	Iteration 30Q: 3 clusters Score -325150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325153.031250 Penalty: 3786.631348
	Iteration 31Q: 3 clusters Score -325153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325153.562500 Penalty: 3786.631348
	Iteration 32Q: 3 clusters Score -325153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325156.343750 Penalty: 3786.631348
	Iteration 33Q: 3 clusters Score -325156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325157.687500 Penalty: 3786.631348
	Iteration 34Q: 3 clusters Score -325157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325158.468750 Penalty: 3786.631348
	Iteration 35Q: 3 clusters Score -325158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325158.468750 Penalty: 3786.631348
	Iteration 36F: 3 clusters Score -325158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -1745509.375000 Penalty: 2286.066650
	Iteration 0F: 2 clusters Score -1745509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1737772.250000 Penalty: 4572.133301
	Iteration 0F: 3 clusters Score -1737772 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1740065.625000 Penalty: 4572.133301
	Iteration 1F: 3 clusters Score -1740066 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1740433.750000 Penalty: 4572.133301
	Iteration 2F: 3 clusters Score -1740434 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1740712.625000 Penalty: 4572.133301
	Iteration 3F: 3 clusters Score -1740713 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1740973.875000 Penalty: 4572.133301
	Iteration 4F: 3 clusters Score -1740974 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1741253.375000 Penalty: 4572.133301
	Iteration 5Q: 3 clusters Score -1741253 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1741621.500000 Penalty: 4572.133301
	Iteration 6F: 3 clusters Score -1741622 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1742015.125000 Penalty: 4572.133301
	Iteration 7F: 3 clusters Score -1742015 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1742408.250000 Penalty: 4572.133301
	Iteration 8Q: 3 clusters Score -1742408 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1742781.000000 Penalty: 4572.133301
	Iteration 9Q: 3 clusters Score -1742781 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1743021.750000 Penalty: 4572.133301
	Iteration 10Q: 3 clusters Score -1743022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1743176.750000 Penalty: 4572.133301
	Iteration 11Q: 3 clusters Score -1743177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1743312.500000 Penalty: 4572.133301
	Iteration 12Q: 3 clusters Score -1743312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1743408.625000 Penalty: 4572.133301
	Iteration 13Q: 3 clusters Score -1743409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1743473.250000 Penalty: 4572.133301
	Iteration 14Q: 3 clusters Score -1743473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1743503.625000 Penalty: 4572.133301
	Iteration 15Q: 3 clusters Score -1743504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1743529.375000 Penalty: 4572.133301
	Iteration 16Q: 3 clusters Score -1743529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1743549.125000 Penalty: 4572.133301
	Iteration 17Q: 3 clusters Score -1743549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1743569.125000 Penalty: 4572.133301
	Iteration 18Q: 3 clusters Score -1743569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1743576.875000 Penalty: 4572.133301
	Iteration 19Q: 3 clusters Score -1743577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1743582.875000 Penalty: 4572.133301
	Iteration 20F: 3 clusters Score -1743583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1743585.500000 Penalty: 4572.133301
	Iteration 21Q: 3 clusters Score -1743586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1743584.875000 Penalty: 4572.133301
	Iteration 22Q: 3 clusters Score -1743585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1743588.500000 Penalty: 4572.133301
	Iteration 23Q: 3 clusters Score -1743588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1743589.625000 Penalty: 4572.133301
	Iteration 24Q: 3 clusters Score -1743590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1743593.250000 Penalty: 4572.133301
	Iteration 25Q: 3 clusters Score -1743593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1743594.375000 Penalty: 4572.133301
	Iteration 26Q: 3 clusters Score -1743594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1743597.250000 Penalty: 4572.133301
	Iteration 27Q: 3 clusters Score -1743597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1743598.250000 Penalty: 4572.133301
	Iteration 28Q: 3 clusters Score -1743598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1743598.375000 Penalty: 4572.133301
	Iteration 29Q: 3 clusters Score -1743598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1743598.125000 Penalty: 4572.133301
	Iteration 30Q: 3 clusters Score -1743598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1743599.875000 Penalty: 4572.133301
	Iteration 31Q: 3 clusters Score -1743600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1743603.375000 Penalty: 4572.133301
	Iteration 32Q: 3 clusters Score -1743603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1743608.500000 Penalty: 4572.133301
	Iteration 33Q: 3 clusters Score -1743608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1743611.375000 Penalty: 4572.133301
	Iteration 34Q: 3 clusters Score -1743611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1743613.000000 Penalty: 4572.133301
	Iteration 35Q: 3 clusters Score -1743613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1743613.625000 Penalty: 4572.133301
	Iteration 36Q: 3 clusters Score -1743614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1743613.625000 Penalty: 4572.133301
	Iteration 37F: 3 clusters Score -1743614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -671473.375000 Penalty: 2060.249756
	Iteration 0F: 2 clusters Score -671473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -667529.250000 Penalty: 4120.499512
	Iteration 0F: 3 clusters Score -667529.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -668621.187500 Penalty: 4120.499512
	Iteration 1F: 3 clusters Score -668621.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -669050.625000 Penalty: 4120.499512
	Iteration 2F: 3 clusters Score -669050.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -669314.062500 Penalty: 4120.499512
	Iteration 3F: 3 clusters Score -669314.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -669486.875000 Penalty: 4120.499512
	Iteration 4F: 3 clusters Score -669486.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -669625.625000 Penalty: 4120.499512
	Iteration 5Q: 3 clusters Score -669625.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -669743.625000 Penalty: 4120.499512
	Iteration 6Q: 3 clusters Score -669743.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -669842.625000 Penalty: 4120.499512
	Iteration 7Q: 3 clusters Score -669842.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -669943.312500 Penalty: 4120.499512
	Iteration 8Q: 3 clusters Score -669943.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -670017.000000 Penalty: 4120.499512
	Iteration 9Q: 3 clusters Score -670017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -670075.375000 Penalty: 4120.499512
	Iteration 10Q: 3 clusters Score -670075.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -670116.187500 Penalty: 4120.499512
	Iteration 11Q: 3 clusters Score -670116.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -670146.375000 Penalty: 4120.499512
	Iteration 12Q: 3 clusters Score -670146.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -670172.000000 Penalty: 4120.499512
	Iteration 13Q: 3 clusters Score -670172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -670188.250000 Penalty: 4120.499512
	Iteration 14Q: 3 clusters Score -670188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -670199.625000 Penalty: 4120.499512
	Iteration 15Q: 3 clusters Score -670199.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -670208.500000 Penalty: 4120.499512
	Iteration 16Q: 3 clusters Score -670208.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -670215.562500 Penalty: 4120.499512
	Iteration 17Q: 3 clusters Score -670215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -670223.187500 Penalty: 4120.499512
	Iteration 18Q: 3 clusters Score -670223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -670228.625000 Penalty: 4120.499512
	Iteration 19Q: 3 clusters Score -670228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -670234.375000 Penalty: 4120.499512
	Iteration 20F: 3 clusters Score -670234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -670237.937500 Penalty: 4120.499512
	Iteration 21Q: 3 clusters Score -670237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -670240.125000 Penalty: 4120.499512
	Iteration 22Q: 3 clusters Score -670240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -670242.812500 Penalty: 4120.499512
	Iteration 23Q: 3 clusters Score -670242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -670244.187500 Penalty: 4120.499512
	Iteration 24Q: 3 clusters Score -670244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -670248.625000 Penalty: 4120.499512
	Iteration 25Q: 3 clusters Score -670248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -670252.125000 Penalty: 4120.499512
	Iteration 26Q: 3 clusters Score -670252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -670254.187500 Penalty: 4120.499512
	Iteration 27Q: 3 clusters Score -670254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -670256.000000 Penalty: 4120.499512
	Iteration 28Q: 3 clusters Score -670256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -670258.187500 Penalty: 4120.499512
	Iteration 29Q: 3 clusters Score -670258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -670258.187500 Penalty: 4120.499512
	Iteration 30Q: 3 clusters Score -670258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -670258.375000 Penalty: 4120.499512
	Iteration 31Q: 3 clusters Score -670258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -670259.937500 Penalty: 4120.499512
	Iteration 32Q: 3 clusters Score -670259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -670261.312500 Penalty: 4120.499512
	Iteration 33Q: 3 clusters Score -670261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -670261.312500 Penalty: 4120.499512
	Iteration 34F: 3 clusters Score -670261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -653961.250000 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -653961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -650267.937500 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -650267.9 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -651133.500000 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -651133.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -651346.625000 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -651346.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -651482.187500 Penalty: 4078.120117
	Iteration 3F: 3 clusters Score -651482.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -651612.812500 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -651612.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -651719.250000 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -651719.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -651862.750000 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -651862.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -652069.375000 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -652069.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -652342.875000 Penalty: 4078.120117
	Iteration 8F: 3 clusters Score -652342.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -652632.750000 Penalty: 4078.120117
	Iteration 9F: 3 clusters Score -652632.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -652824.812500 Penalty: 4078.120117
	Iteration 10F: 3 clusters Score -652824.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -652943.062500 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -652943.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -653024.687500 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -653024.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -653089.250000 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -653089.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -653154.375000 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -653154.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -653198.750000 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -653198.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -653236.187500 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -653236.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -653267.500000 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -653267.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -653298.562500 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -653298.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -653321.125000 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -653321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -653332.062500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -653332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -653337.937500 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -653337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -653341.812500 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -653341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -653343.687500 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -653343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -653343.750000 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -653343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -653343.750000 Penalty: 4078.120117
	Iteration 25F: 3 clusters Score -653343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Entering Unmasked Estep 
Score: -1394797.250000 Penalty: 2229.103760
	Iteration 0F: 2 clusters Score -1394797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1388422.875000 Penalty: 4458.207520
	Iteration 0F: 3 clusters Score -1388423 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1390298.625000 Penalty: 4458.207520
	Iteration 1F: 3 clusters Score -1390299 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1390831.875000 Penalty: 4458.207520
	Iteration 2F: 3 clusters Score -1390832 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1391333.750000 Penalty: 4458.207520
	Iteration 3F: 3 clusters Score -1391334 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1391831.625000 Penalty: 4458.207520
	Iteration 4F: 3 clusters Score -1391832 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1392331.125000 Penalty: 4458.207520
	Iteration 5F: 3 clusters Score -1392331 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1392884.875000 Penalty: 4458.207520
	Iteration 6F: 3 clusters Score -1392885 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1393411.000000 Penalty: 4458.207520
	Iteration 7F: 3 clusters Score -1393411 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1393834.875000 Penalty: 4458.207520
	Iteration 8Q: 3 clusters Score -1393835 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1394097.750000 Penalty: 4458.207520
	Iteration 9Q: 3 clusters Score -1394098 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1394235.750000 Penalty: 4458.207520
	Iteration 10Q: 3 clusters Score -1394236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1394317.250000 Penalty: 4458.207520
	Iteration 11Q: 3 clusters Score -1394317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1394354.500000 Penalty: 4458.207520
	Iteration 12Q: 3 clusters Score -1394354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1394376.375000 Penalty: 4458.207520
	Iteration 13Q: 3 clusters Score -1394376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1394393.625000 Penalty: 4458.207520
	Iteration 14Q: 3 clusters Score -1394394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1394398.625000 Penalty: 4458.207520
	Iteration 15Q: 3 clusters Score -1394399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1394408.750000 Penalty: 4458.207520
	Iteration 16Q: 3 clusters Score -1394409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1394419.125000 Penalty: 4458.207520
	Iteration 17Q: 3 clusters Score -1394419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1394422.750000 Penalty: 4458.207520
	Iteration 18Q: 3 clusters Score -1394423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1394426.250000 Penalty: 4458.207520
	Iteration 19Q: 3 clusters Score -1394426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1394430.875000 Penalty: 4458.207520
	Iteration 20F: 3 clusters Score -1394431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1394433.000000 Penalty: 4458.207520
	Iteration 21Q: 3 clusters Score -1394433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1394432.875000 Penalty: 4458.207520
	Iteration 22Q: 3 clusters Score -1394433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1394440.625000 Penalty: 4458.207520
	Iteration 23Q: 3 clusters Score -1394441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1394443.250000 Penalty: 4458.207520
	Iteration 24Q: 3 clusters Score -1394443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1394443.375000 Penalty: 4458.207520
	Iteration 25Q: 3 clusters Score -1394443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1394444.500000 Penalty: 4458.207520
	Iteration 26Q: 3 clusters Score -1394444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1394448.375000 Penalty: 4458.207520
	Iteration 27Q: 3 clusters Score -1394448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1394449.625000 Penalty: 4458.207520
	Iteration 28Q: 3 clusters Score -1394450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1394447.250000 Penalty: 4458.207520
	Iteration 29Q: 3 clusters Score -1394447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1394447.250000 Penalty: 4458.207520
	Iteration 30F: 3 clusters Score -1394447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Entering Unmasked Estep 
Score: -1777498.625000 Penalty: 2299.945068
	Iteration 0F: 2 clusters Score -1777499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1769522.625000 Penalty: 4599.890137
	Iteration 0F: 3 clusters Score -1769523 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1771931.375000 Penalty: 4599.890137
	Iteration 1F: 3 clusters Score -1771931 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1772292.500000 Penalty: 4599.890137
	Iteration 2F: 3 clusters Score -1772292 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1772571.375000 Penalty: 4599.890137
	Iteration 3F: 3 clusters Score -1772571 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1772800.125000 Penalty: 4599.890137
	Iteration 4Q: 3 clusters Score -1772800 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1772968.000000 Penalty: 4599.890137
	Iteration 5Q: 3 clusters Score -1772968 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1773104.125000 Penalty: 4599.890137
	Iteration 6Q: 3 clusters Score -1773104 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1773217.250000 Penalty: 4599.890137
	Iteration 7Q: 3 clusters Score -1773217 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1773342.375000 Penalty: 4599.890137
	Iteration 8Q: 3 clusters Score -1773342 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1773468.000000 Penalty: 4599.890137
	Iteration 9Q: 3 clusters Score -1773468 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1773615.875000 Penalty: 4599.890137
	Iteration 10Q: 3 clusters Score -1773616 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1773752.625000 Penalty: 4599.890137
	Iteration 11Q: 3 clusters Score -1773753 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1773897.000000 Penalty: 4599.890137
	Iteration 12Q: 3 clusters Score -1773897 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1774041.125000 Penalty: 4599.890137
	Iteration 13Q: 3 clusters Score -1774041 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1774196.875000 Penalty: 4599.890137
	Iteration 14Q: 3 clusters Score -1774197 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1774338.250000 Penalty: 4599.890137
	Iteration 15Q: 3 clusters Score -1774338 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1774482.625000 Penalty: 4599.890137
	Iteration 16Q: 3 clusters Score -1774483 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1774626.875000 Penalty: 4599.890137
	Iteration 17Q: 3 clusters Score -1774627 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1774758.375000 Penalty: 4599.890137
	Iteration 18Q: 3 clusters Score -1774758 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1774869.000000 Penalty: 4599.890137
	Iteration 19Q: 3 clusters Score -1774869 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1774983.375000 Penalty: 4599.890137
	Iteration 20F: 3 clusters Score -1774983 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1775082.750000 Penalty: 4599.890137
	Iteration 21Q: 3 clusters Score -1775083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1775159.500000 Penalty: 4599.890137
	Iteration 22Q: 3 clusters Score -1775160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1775226.500000 Penalty: 4599.890137
	Iteration 23Q: 3 clusters Score -1775226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1775275.000000 Penalty: 4599.890137
	Iteration 24Q: 3 clusters Score -1775275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1775301.750000 Penalty: 4599.890137
	Iteration 25Q: 3 clusters Score -1775302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1775329.500000 Penalty: 4599.890137
	Iteration 26Q: 3 clusters Score -1775330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1775352.375000 Penalty: 4599.890137
	Iteration 27Q: 3 clusters Score -1775352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1775384.250000 Penalty: 4599.890137
	Iteration 28Q: 3 clusters Score -1775384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1775403.500000 Penalty: 4599.890137
	Iteration 29Q: 3 clusters Score -1775404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1775424.500000 Penalty: 4599.890137
	Iteration 30Q: 3 clusters Score -1775424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1775438.875000 Penalty: 4599.890137
	Iteration 31Q: 3 clusters Score -1775439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1775449.625000 Penalty: 4599.890137
	Iteration 32Q: 3 clusters Score -1775450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1775452.625000 Penalty: 4599.890137
	Iteration 33Q: 3 clusters Score -1775453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1775460.000000 Penalty: 4599.890137
	Iteration 34Q: 3 clusters Score -1775460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1775469.375000 Penalty: 4599.890137
	Iteration 35Q: 3 clusters Score -1775469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1775472.000000 Penalty: 4599.890137
	Iteration 36Q: 3 clusters Score -1775472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1775479.875000 Penalty: 4599.890137
	Iteration 37Q: 3 clusters Score -1775480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1775488.375000 Penalty: 4599.890137
	Iteration 38Q: 3 clusters Score -1775488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1775496.625000 Penalty: 4599.890137
	Iteration 39Q: 3 clusters Score -1775497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1775505.625000 Penalty: 4599.890137
	Iteration 40F: 3 clusters Score -1775506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1775513.000000 Penalty: 4599.890137
	Iteration 41Q: 3 clusters Score -1775513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1775512.500000 Penalty: 4599.890137
	Iteration 42Q: 3 clusters Score -1775512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1775518.625000 Penalty: 4599.890137
	Iteration 43Q: 3 clusters Score -1775519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1775523.750000 Penalty: 4599.890137
	Iteration 44Q: 3 clusters Score -1775524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1775526.875000 Penalty: 4599.890137
	Iteration 45Q: 3 clusters Score -1775527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1775530.375000 Penalty: 4599.890137
	Iteration 46Q: 3 clusters Score -1775530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1775534.500000 Penalty: 4599.890137
	Iteration 47Q: 3 clusters Score -1775534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1775543.000000 Penalty: 4599.890137
	Iteration 48Q: 3 clusters Score -1775543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1775549.375000 Penalty: 4599.890137
	Iteration 49Q: 3 clusters Score -1775549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1775553.500000 Penalty: 4599.890137
	Iteration 50Q: 3 clusters Score -1775554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1775558.750000 Penalty: 4599.890137
	Iteration 51Q: 3 clusters Score -1775559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1775557.375000 Penalty: 4599.890137
	Iteration 52Q: 3 clusters Score -1775557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1775565.750000 Penalty: 4599.890137
	Iteration 53Q: 3 clusters Score -1775566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1775566.125000 Penalty: 4599.890137
	Iteration 54Q: 3 clusters Score -1775566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1775569.375000 Penalty: 4599.890137
	Iteration 55Q: 3 clusters Score -1775569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1775571.000000 Penalty: 4599.890137
	Iteration 56Q: 3 clusters Score -1775571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1775573.375000 Penalty: 4599.890137
	Iteration 57Q: 3 clusters Score -1775573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1775574.500000 Penalty: 4599.890137
	Iteration 58Q: 3 clusters Score -1775574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1775576.625000 Penalty: 4599.890137
	Iteration 59Q: 3 clusters Score -1775577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1775578.000000 Penalty: 4599.890137
	Iteration 60F: 3 clusters Score -1775578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1775583.750000 Penalty: 4599.890137
	Iteration 61Q: 3 clusters Score -1775584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1775583.375000 Penalty: 4599.890137
	Iteration 62Q: 3 clusters Score -1775583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1775587.125000 Penalty: 4599.890137
	Iteration 63Q: 3 clusters Score -1775587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1775594.125000 Penalty: 4599.890137
	Iteration 64Q: 3 clusters Score -1775594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1775596.750000 Penalty: 4599.890137
	Iteration 65Q: 3 clusters Score -1775597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1775598.250000 Penalty: 4599.890137
	Iteration 66Q: 3 clusters Score -1775598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1775595.875000 Penalty: 4599.890137
	Iteration 67Q: 3 clusters Score -1775596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1775595.875000 Penalty: 4599.890137
	Iteration 68F: 3 clusters Score -1775596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -131368.937500 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131368.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131896.859375 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131896.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132200.984375 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132413.406250 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132413.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132532.578125 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -132532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132614.406250 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132614.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132725.906250 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132725.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132814.625000 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -132871.218750 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -132871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132892.359375 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -132892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132911.640625 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -132911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132913.562500 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -132913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132915.312500 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -132915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132917.671875 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -132917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132919.156250 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -132919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132919.156250 Penalty: 3346.220459
	Iteration 15F: 3 clusters Score -132919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -1249743.500000 Penalty: 2200.202881
	Iteration 0F: 2 clusters Score -1249744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1243844.125000 Penalty: 4400.405762
	Iteration 0F: 3 clusters Score -1243844 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1245702.500000 Penalty: 4400.405762
	Iteration 1F: 3 clusters Score -1245702 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1246197.250000 Penalty: 4400.405762
	Iteration 2F: 3 clusters Score -1246197 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1246606.750000 Penalty: 4400.405762
	Iteration 3F: 3 clusters Score -1246607 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1247021.750000 Penalty: 4400.405762
	Iteration 4F: 3 clusters Score -1247022 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1247426.625000 Penalty: 4400.405762
	Iteration 5F: 3 clusters Score -1247427 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1247810.875000 Penalty: 4400.405762
	Iteration 6F: 3 clusters Score -1247811 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1248131.000000 Penalty: 4400.405762
	Iteration 7F: 3 clusters Score -1248131 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1248364.250000 Penalty: 4400.405762
	Iteration 8Q: 3 clusters Score -1248364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1248523.500000 Penalty: 4400.405762
	Iteration 9Q: 3 clusters Score -1248524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1248616.625000 Penalty: 4400.405762
	Iteration 10Q: 3 clusters Score -1248617 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1248678.125000 Penalty: 4400.405762
	Iteration 11Q: 3 clusters Score -1248678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1248732.375000 Penalty: 4400.405762
	Iteration 12Q: 3 clusters Score -1248732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1248776.000000 Penalty: 4400.405762
	Iteration 13Q: 3 clusters Score -1248776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1248806.250000 Penalty: 4400.405762
	Iteration 14Q: 3 clusters Score -1248806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1248835.125000 Penalty: 4400.405762
	Iteration 15Q: 3 clusters Score -1248835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1248853.250000 Penalty: 4400.405762
	Iteration 16Q: 3 clusters Score -1248853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1248874.125000 Penalty: 4400.405762
	Iteration 17Q: 3 clusters Score -1248874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1248886.875000 Penalty: 4400.405762
	Iteration 18Q: 3 clusters Score -1248887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1248893.250000 Penalty: 4400.405762
	Iteration 19Q: 3 clusters Score -1248893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1248900.125000 Penalty: 4400.405762
	Iteration 20F: 3 clusters Score -1248900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1248902.125000 Penalty: 4400.405762
	Iteration 21Q: 3 clusters Score -1248902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1248906.625000 Penalty: 4400.405762
	Iteration 22Q: 3 clusters Score -1248907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1248906.750000 Penalty: 4400.405762
	Iteration 23Q: 3 clusters Score -1248907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1248909.750000 Penalty: 4400.405762
	Iteration 24Q: 3 clusters Score -1248910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1248919.000000 Penalty: 4400.405762
	Iteration 25Q: 3 clusters Score -1248919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1248921.500000 Penalty: 4400.405762
	Iteration 26Q: 3 clusters Score -1248922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1248923.500000 Penalty: 4400.405762
	Iteration 27Q: 3 clusters Score -1248924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1248928.000000 Penalty: 4400.405762
	Iteration 28Q: 3 clusters Score -1248928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1248928.375000 Penalty: 4400.405762
	Iteration 29Q: 3 clusters Score -1248928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1248930.750000 Penalty: 4400.405762
	Iteration 30Q: 3 clusters Score -1248931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1248931.375000 Penalty: 4400.405762
	Iteration 31Q: 3 clusters Score -1248931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1248930.375000 Penalty: 4400.405762
	Iteration 32Q: 3 clusters Score -1248930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1248933.375000 Penalty: 4400.405762
	Iteration 33Q: 3 clusters Score -1248933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1248930.625000 Penalty: 4400.405762
	Iteration 34Q: 3 clusters Score -1248931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1248932.875000 Penalty: 4400.405762
	Iteration 35Q: 3 clusters Score -1248933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1248932.500000 Penalty: 4400.405762
	Iteration 36Q: 3 clusters Score -1248932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1248932.500000 Penalty: 4400.405762
	Iteration 37Q: 3 clusters Score -1248932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1248934.125000 Penalty: 4400.405762
	Iteration 38Q: 3 clusters Score -1248934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1248934.500000 Penalty: 4400.405762
	Iteration 39Q: 3 clusters Score -1248934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1248934.125000 Penalty: 4400.405762
	Iteration 40F: 3 clusters Score -1248934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1248933.375000 Penalty: 4400.405762
	Iteration 41Q: 3 clusters Score -1248933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1248933.375000 Penalty: 4400.405762
	Iteration 42F: 3 clusters Score -1248933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Entering Unmasked Estep 
Score: -6061273.500000 Penalty: 2587.726318
	Iteration 0F: 2 clusters Score -6061274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6038330.500000 Penalty: 5175.452637
	Iteration 0F: 3 clusters Score -6038330 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -6046499.000000 Penalty: 5175.452637
	Iteration 1F: 3 clusters Score -6046499 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6046977.000000 Penalty: 5175.452637
	Iteration 2Q: 3 clusters Score -6046977 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -6047349.500000 Penalty: 5175.452637
	Iteration 3Q: 3 clusters Score -6047350 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -6047716.000000 Penalty: 5175.452637
	Iteration 4Q: 3 clusters Score -6047716 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -6048125.000000 Penalty: 5175.452637
	Iteration 5Q: 3 clusters Score -6048125 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -6048630.000000 Penalty: 5175.452637
	Iteration 6Q: 3 clusters Score -6048630 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6049128.500000 Penalty: 5175.452637
	Iteration 7Q: 3 clusters Score -6049128 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -6049887.500000 Penalty: 5175.452637
	Iteration 8Q: 3 clusters Score -6049888 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6050657.500000 Penalty: 5175.452637
	Iteration 9Q: 3 clusters Score -6050658 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -6051441.500000 Penalty: 5175.452637
	Iteration 10Q: 3 clusters Score -6051442 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -6052169.500000 Penalty: 5175.452637
	Iteration 11Q: 3 clusters Score -6052170 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -6052853.500000 Penalty: 5175.452637
	Iteration 12Q: 3 clusters Score -6052854 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -6053333.500000 Penalty: 5175.452637
	Iteration 13Q: 3 clusters Score -6053334 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -6053625.500000 Penalty: 5175.452637
	Iteration 14Q: 3 clusters Score -6053626 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -6053850.500000 Penalty: 5175.452637
	Iteration 15Q: 3 clusters Score -6053850 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6054006.500000 Penalty: 5175.452637
	Iteration 16Q: 3 clusters Score -6054006 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -6054115.000000 Penalty: 5175.452637
	Iteration 17Q: 3 clusters Score -6054115 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -6054207.500000 Penalty: 5175.452637
	Iteration 18Q: 3 clusters Score -6054208 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -6054294.500000 Penalty: 5175.452637
	Iteration 19Q: 3 clusters Score -6054294 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -6054368.500000 Penalty: 5175.452637
	Iteration 20F: 3 clusters Score -6054368 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6054428.000000 Penalty: 5175.452637
	Iteration 21Q: 3 clusters Score -6054428 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6054502.500000 Penalty: 5175.452637
	Iteration 22Q: 3 clusters Score -6054502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6054546.500000 Penalty: 5175.452637
	Iteration 23Q: 3 clusters Score -6054546 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6054620.500000 Penalty: 5175.452637
	Iteration 24Q: 3 clusters Score -6054620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -6054661.000000 Penalty: 5175.452637
	Iteration 25Q: 3 clusters Score -6054661 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -6054722.000000 Penalty: 5175.452637
	Iteration 26Q: 3 clusters Score -6054722 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6054779.000000 Penalty: 5175.452637
	Iteration 27Q: 3 clusters Score -6054779 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6054846.000000 Penalty: 5175.452637
	Iteration 28Q: 3 clusters Score -6054846 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -6054896.500000 Penalty: 5175.452637
	Iteration 29Q: 3 clusters Score -6054896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6054904.500000 Penalty: 5175.452637
	Iteration 30Q: 3 clusters Score -6054904 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -6054967.000000 Penalty: 5175.452637
	Iteration 31Q: 3 clusters Score -6054967 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -6055049.500000 Penalty: 5175.452637
	Iteration 32Q: 3 clusters Score -6055050 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6055107.500000 Penalty: 5175.452637
	Iteration 33Q: 3 clusters Score -6055108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6055157.000000 Penalty: 5175.452637
	Iteration 34Q: 3 clusters Score -6055157 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6055206.000000 Penalty: 5175.452637
	Iteration 35Q: 3 clusters Score -6055206 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -6055292.000000 Penalty: 5175.452637
	Iteration 36Q: 3 clusters Score -6055292 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6055402.500000 Penalty: 5175.452637
	Iteration 37Q: 3 clusters Score -6055402 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -6055495.000000 Penalty: 5175.452637
	Iteration 38Q: 3 clusters Score -6055495 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -6055599.500000 Penalty: 5175.452637
	Iteration 39Q: 3 clusters Score -6055600 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6055687.000000 Penalty: 5175.452637
	Iteration 40F: 3 clusters Score -6055687 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -6055778.000000 Penalty: 5175.452637
	Iteration 41Q: 3 clusters Score -6055778 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -6055871.000000 Penalty: 5175.452637
	Iteration 42Q: 3 clusters Score -6055871 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6055989.500000 Penalty: 5175.452637
	Iteration 43Q: 3 clusters Score -6055990 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -6056064.000000 Penalty: 5175.452637
	Iteration 44Q: 3 clusters Score -6056064 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -6056157.500000 Penalty: 5175.452637
	Iteration 45Q: 3 clusters Score -6056158 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6056238.500000 Penalty: 5175.452637
	Iteration 46Q: 3 clusters Score -6056238 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6056330.000000 Penalty: 5175.452637
	Iteration 47Q: 3 clusters Score -6056330 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -6056419.000000 Penalty: 5175.452637
	Iteration 48Q: 3 clusters Score -6056419 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6056558.500000 Penalty: 5175.452637
	Iteration 49Q: 3 clusters Score -6056558 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -6056639.000000 Penalty: 5175.452637
	Iteration 50Q: 3 clusters Score -6056639 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6056782.000000 Penalty: 5175.452637
	Iteration 51Q: 3 clusters Score -6056782 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -6056930.000000 Penalty: 5175.452637
	Iteration 52Q: 3 clusters Score -6056930 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -6057061.500000 Penalty: 5175.452637
	Iteration 53Q: 3 clusters Score -6057062 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6057191.000000 Penalty: 5175.452637
	Iteration 54Q: 3 clusters Score -6057191 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6057332.000000 Penalty: 5175.452637
	Iteration 55Q: 3 clusters Score -6057332 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6057404.000000 Penalty: 5175.452637
	Iteration 56Q: 3 clusters Score -6057404 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -6057563.000000 Penalty: 5175.452637
	Iteration 57Q: 3 clusters Score -6057563 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6057681.000000 Penalty: 5175.452637
	Iteration 58Q: 3 clusters Score -6057681 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6057776.500000 Penalty: 5175.452637
	Iteration 59Q: 3 clusters Score -6057776 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -6057899.500000 Penalty: 5175.452637
	Iteration 60F: 3 clusters Score -6057900 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -6058003.500000 Penalty: 5175.452637
	Iteration 61Q: 3 clusters Score -6058004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -6058100.000000 Penalty: 5175.452637
	Iteration 62Q: 3 clusters Score -6058100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6058170.500000 Penalty: 5175.452637
	Iteration 63Q: 3 clusters Score -6058170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -6058271.000000 Penalty: 5175.452637
	Iteration 64Q: 3 clusters Score -6058271 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6058343.500000 Penalty: 5175.452637
	Iteration 65Q: 3 clusters Score -6058344 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6058382.500000 Penalty: 5175.452637
	Iteration 66Q: 3 clusters Score -6058382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6058448.500000 Penalty: 5175.452637
	Iteration 67Q: 3 clusters Score -6058448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -6058531.500000 Penalty: 5175.452637
	Iteration 68Q: 3 clusters Score -6058532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -6058618.500000 Penalty: 5175.452637
	Iteration 69Q: 3 clusters Score -6058618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6058668.000000 Penalty: 5175.452637
	Iteration 70Q: 3 clusters Score -6058668 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6058722.500000 Penalty: 5175.452637
	Iteration 71Q: 3 clusters Score -6058722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -6058763.500000 Penalty: 5175.452637
	Iteration 72Q: 3 clusters Score -6058764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -6058844.500000 Penalty: 5175.452637
	Iteration 73Q: 3 clusters Score -6058844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -6058858.500000 Penalty: 5175.452637
	Iteration 74Q: 3 clusters Score -6058858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -6058884.000000 Penalty: 5175.452637
	Iteration 75Q: 3 clusters Score -6058884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -6058904.500000 Penalty: 5175.452637
	Iteration 76Q: 3 clusters Score -6058904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -6058925.500000 Penalty: 5175.452637
	Iteration 77Q: 3 clusters Score -6058926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -6058932.000000 Penalty: 5175.452637
	Iteration 78Q: 3 clusters Score -6058932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6058935.500000 Penalty: 5175.452637
	Iteration 79Q: 3 clusters Score -6058936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -6058941.000000 Penalty: 5175.452637
	Iteration 80F: 3 clusters Score -6058941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -6058953.000000 Penalty: 5175.452637
	Iteration 81Q: 3 clusters Score -6058953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6058939.000000 Penalty: 5175.452637
	Iteration 82Q: 3 clusters Score -6058939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6058959.000000 Penalty: 5175.452637
	Iteration 83Q: 3 clusters Score -6058959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -6058960.000000 Penalty: 5175.452637
	Iteration 84Q: 3 clusters Score -6058960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6058973.500000 Penalty: 5175.452637
	Iteration 85Q: 3 clusters Score -6058974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -6058965.500000 Penalty: 5175.452637
	Iteration 86Q: 3 clusters Score -6058966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -6058978.000000 Penalty: 5175.452637
	Iteration 87Q: 3 clusters Score -6058978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -6059003.000000 Penalty: 5175.452637
	Iteration 88Q: 3 clusters Score -6059003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6058990.000000 Penalty: 5175.452637
	Iteration 89Q: 3 clusters Score -6058990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6058995.500000 Penalty: 5175.452637
	Iteration 90Q: 3 clusters Score -6058996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -6058999.000000 Penalty: 5175.452637
	Iteration 91Q: 3 clusters Score -6058999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -6059004.000000 Penalty: 5175.452637
	Iteration 92Q: 3 clusters Score -6059004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6059001.500000 Penalty: 5175.452637
	Iteration 93Q: 3 clusters Score -6059002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6059013.000000 Penalty: 5175.452637
	Iteration 94Q: 3 clusters Score -6059013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -6059021.500000 Penalty: 5175.452637
	Iteration 95Q: 3 clusters Score -6059022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6059014.000000 Penalty: 5175.452637
	Iteration 96Q: 3 clusters Score -6059014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6059015.000000 Penalty: 5175.452637
	Iteration 97Q: 3 clusters Score -6059015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6059017.500000 Penalty: 5175.452637
	Iteration 98Q: 3 clusters Score -6059018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -6059011.500000 Penalty: 5175.452637
	Iteration 99Q: 3 clusters Score -6059012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6059025.500000 Penalty: 5175.452637
	Iteration 100F: 3 clusters Score -6059026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -6059014.000000 Penalty: 5175.452637
	Iteration 101Q: 3 clusters Score -6059014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -6059017.000000 Penalty: 5175.452637
	Iteration 102Q: 3 clusters Score -6059017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6059016.000000 Penalty: 5175.452637
	Iteration 103Q: 3 clusters Score -6059016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6059022.500000 Penalty: 5175.452637
	Iteration 104Q: 3 clusters Score -6059022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -6059025.500000 Penalty: 5175.452637
	Iteration 105Q: 3 clusters Score -6059026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -6059025.500000 Penalty: 5175.452637
	Iteration 106F: 3 clusters Score -6059026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -542923.250000 Penalty: 1996.732544
	Iteration 0F: 2 clusters Score -542923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -539720.000000 Penalty: 3993.465088
	Iteration 0F: 3 clusters Score -539720 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -540537.875000 Penalty: 3993.465088
	Iteration 1F: 3 clusters Score -540537.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -540785.750000 Penalty: 3993.465088
	Iteration 2F: 3 clusters Score -540785.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -541018.312500 Penalty: 3993.465088
	Iteration 3F: 3 clusters Score -541018.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -541295.250000 Penalty: 3993.465088
	Iteration 4F: 3 clusters Score -541295.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -541611.250000 Penalty: 3993.465088
	Iteration 5F: 3 clusters Score -541611.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -541898.812500 Penalty: 3993.465088
	Iteration 6F: 3 clusters Score -541898.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -542082.812500 Penalty: 3993.465088
	Iteration 7Q: 3 clusters Score -542082.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -542199.312500 Penalty: 3993.465088
	Iteration 8Q: 3 clusters Score -542199.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -542304.750000 Penalty: 3993.465088
	Iteration 9Q: 3 clusters Score -542304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -542397.125000 Penalty: 3993.465088
	Iteration 10Q: 3 clusters Score -542397.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -542449.250000 Penalty: 3993.465088
	Iteration 11Q: 3 clusters Score -542449.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -542498.375000 Penalty: 3993.465088
	Iteration 12Q: 3 clusters Score -542498.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -542546.437500 Penalty: 3993.465088
	Iteration 13Q: 3 clusters Score -542546.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -542577.125000 Penalty: 3993.465088
	Iteration 14Q: 3 clusters Score -542577.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -542599.875000 Penalty: 3993.465088
	Iteration 15Q: 3 clusters Score -542599.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -542618.875000 Penalty: 3993.465088
	Iteration 16Q: 3 clusters Score -542618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -542630.375000 Penalty: 3993.465088
	Iteration 17Q: 3 clusters Score -542630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -542637.687500 Penalty: 3993.465088
	Iteration 18Q: 3 clusters Score -542637.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -542645.375000 Penalty: 3993.465088
	Iteration 19Q: 3 clusters Score -542645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -542665.250000 Penalty: 3993.465088
	Iteration 20F: 3 clusters Score -542665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -542683.125000 Penalty: 3993.465088
	Iteration 21Q: 3 clusters Score -542683.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -542694.062500 Penalty: 3993.465088
	Iteration 22Q: 3 clusters Score -542694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -542700.312500 Penalty: 3993.465088
	Iteration 23Q: 3 clusters Score -542700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -542702.812500 Penalty: 3993.465088
	Iteration 24Q: 3 clusters Score -542702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -542705.125000 Penalty: 3993.465088
	Iteration 25Q: 3 clusters Score -542705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -542706.062500 Penalty: 3993.465088
	Iteration 26Q: 3 clusters Score -542706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -542706.062500 Penalty: 3993.465088
	Iteration 27F: 3 clusters Score -542706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Entering Unmasked Estep 
Score: -5005039.000000 Penalty: 2542.923096
	Iteration 0F: 2 clusters Score -5005039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4985557.000000 Penalty: 5085.846191
	Iteration 0F: 3 clusters Score -4985557 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4992391.000000 Penalty: 5085.846191
	Iteration 1F: 3 clusters Score -4992391 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4992832.500000 Penalty: 5085.846191
	Iteration 2Q: 3 clusters Score -4992832 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4993257.000000 Penalty: 5085.846191
	Iteration 3Q: 3 clusters Score -4993257 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4993660.500000 Penalty: 5085.846191
	Iteration 4Q: 3 clusters Score -4993660 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4994025.000000 Penalty: 5085.846191
	Iteration 5Q: 3 clusters Score -4994025 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4994402.500000 Penalty: 5085.846191
	Iteration 6Q: 3 clusters Score -4994402 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4994709.000000 Penalty: 5085.846191
	Iteration 7Q: 3 clusters Score -4994709 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4994958.000000 Penalty: 5085.846191
	Iteration 8Q: 3 clusters Score -4994958 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4995286.000000 Penalty: 5085.846191
	Iteration 9Q: 3 clusters Score -4995286 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4995571.000000 Penalty: 5085.846191
	Iteration 10Q: 3 clusters Score -4995571 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4995912.000000 Penalty: 5085.846191
	Iteration 11Q: 3 clusters Score -4995912 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4996284.000000 Penalty: 5085.846191
	Iteration 12Q: 3 clusters Score -4996284 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4996729.500000 Penalty: 5085.846191
	Iteration 13Q: 3 clusters Score -4996730 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4997165.500000 Penalty: 5085.846191
	Iteration 14Q: 3 clusters Score -4997166 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4997599.500000 Penalty: 5085.846191
	Iteration 15Q: 3 clusters Score -4997600 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4998112.000000 Penalty: 5085.846191
	Iteration 16Q: 3 clusters Score -4998112 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4998590.500000 Penalty: 5085.846191
	Iteration 17Q: 3 clusters Score -4998590 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4999041.000000 Penalty: 5085.846191
	Iteration 18Q: 3 clusters Score -4999041 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4999524.000000 Penalty: 5085.846191
	Iteration 19Q: 3 clusters Score -4999524 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5000072.000000 Penalty: 5085.846191
	Iteration 20F: 3 clusters Score -5000072 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5000712.500000 Penalty: 5085.846191
	Iteration 21Q: 3 clusters Score -5000712 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5001320.000000 Penalty: 5085.846191
	Iteration 22Q: 3 clusters Score -5001320 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5001763.500000 Penalty: 5085.846191
	Iteration 23Q: 3 clusters Score -5001764 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5002023.500000 Penalty: 5085.846191
	Iteration 24Q: 3 clusters Score -5002024 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5002213.000000 Penalty: 5085.846191
	Iteration 25Q: 3 clusters Score -5002213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5002346.000000 Penalty: 5085.846191
	Iteration 26Q: 3 clusters Score -5002346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5002426.000000 Penalty: 5085.846191
	Iteration 27Q: 3 clusters Score -5002426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5002490.000000 Penalty: 5085.846191
	Iteration 28Q: 3 clusters Score -5002490 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5002544.000000 Penalty: 5085.846191
	Iteration 29Q: 3 clusters Score -5002544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5002576.000000 Penalty: 5085.846191
	Iteration 30Q: 3 clusters Score -5002576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5002593.500000 Penalty: 5085.846191
	Iteration 31Q: 3 clusters Score -5002594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5002628.000000 Penalty: 5085.846191
	Iteration 32Q: 3 clusters Score -5002628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5002647.500000 Penalty: 5085.846191
	Iteration 33Q: 3 clusters Score -5002648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5002674.500000 Penalty: 5085.846191
	Iteration 34Q: 3 clusters Score -5002674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5002684.500000 Penalty: 5085.846191
	Iteration 35Q: 3 clusters Score -5002684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5002694.000000 Penalty: 5085.846191
	Iteration 36Q: 3 clusters Score -5002694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5002710.000000 Penalty: 5085.846191
	Iteration 37Q: 3 clusters Score -5002710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5002720.000000 Penalty: 5085.846191
	Iteration 38Q: 3 clusters Score -5002720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5002726.000000 Penalty: 5085.846191
	Iteration 39Q: 3 clusters Score -5002726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5002726.000000 Penalty: 5085.846191
	Iteration 40F: 3 clusters Score -5002726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5002734.000000 Penalty: 5085.846191
	Iteration 41Q: 3 clusters Score -5002734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5002743.000000 Penalty: 5085.846191
	Iteration 42Q: 3 clusters Score -5002743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5002746.500000 Penalty: 5085.846191
	Iteration 43Q: 3 clusters Score -5002746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5002748.500000 Penalty: 5085.846191
	Iteration 44Q: 3 clusters Score -5002748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5002751.000000 Penalty: 5085.846191
	Iteration 45Q: 3 clusters Score -5002751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5002755.500000 Penalty: 5085.846191
	Iteration 46Q: 3 clusters Score -5002756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5002751.000000 Penalty: 5085.846191
	Iteration 47Q: 3 clusters Score -5002751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5002755.500000 Penalty: 5085.846191
	Iteration 48Q: 3 clusters Score -5002756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5002761.000000 Penalty: 5085.846191
	Iteration 49Q: 3 clusters Score -5002761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5002764.500000 Penalty: 5085.846191
	Iteration 50Q: 3 clusters Score -5002764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5002767.000000 Penalty: 5085.846191
	Iteration 51Q: 3 clusters Score -5002767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5002767.500000 Penalty: 5085.846191
	Iteration 52Q: 3 clusters Score -5002768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5002766.000000 Penalty: 5085.846191
	Iteration 53Q: 3 clusters Score -5002766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5002767.500000 Penalty: 5085.846191
	Iteration 54Q: 3 clusters Score -5002768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5002762.500000 Penalty: 5085.846191
	Iteration 55Q: 3 clusters Score -5002762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5002760.000000 Penalty: 5085.846191
	Iteration 56Q: 3 clusters Score -5002760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5002760.000000 Penalty: 5085.846191
	Iteration 57F: 3 clusters Score -5002760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -1100849.375000 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -1100849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1095205.000000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -1095205 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1096976.500000 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -1096976 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1097462.000000 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -1097462 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1097867.625000 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -1097868 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1098236.750000 Penalty: 4375.139648
	Iteration 4F: 3 clusters Score -1098237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1098570.500000 Penalty: 4375.139648
	Iteration 5F: 3 clusters Score -1098570 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1098821.125000 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -1098821 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1099053.250000 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -1099053 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1099235.500000 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -1099236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1099357.375000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -1099357 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1099441.375000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -1099441 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1099486.375000 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -1099486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1099516.250000 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -1099516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1099544.875000 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -1099545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1099574.500000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -1099574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1099597.875000 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -1099598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1099619.500000 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -1099620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1099631.250000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -1099631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1099638.750000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -1099639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1099648.750000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -1099649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1099654.250000 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -1099654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1099657.125000 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -1099657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1099658.125000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -1099658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1099663.000000 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -1099663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1099663.250000 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -1099663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1099661.625000 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -1099662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1099668.250000 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -1099668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1099670.125000 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -1099670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1099669.500000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -1099670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1099672.500000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -1099672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1099671.625000 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -1099672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1099673.875000 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -1099674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1099674.125000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -1099674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1099674.125000 Penalty: 4375.139648
	Iteration 33F: 3 clusters Score -1099674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -1348550.500000 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -1348550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1342263.250000 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -1342263 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1344106.125000 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -1344106 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1344534.750000 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -1344535 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1344939.750000 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -1344940 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1345389.750000 Penalty: 4444.901367
	Iteration 4F: 3 clusters Score -1345390 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1345780.375000 Penalty: 4444.901367
	Iteration 5F: 3 clusters Score -1345780 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1346109.500000 Penalty: 4444.901367
	Iteration 6F: 3 clusters Score -1346110 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1346358.625000 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -1346359 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1346534.250000 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -1346534 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1346660.375000 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -1346660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1346737.250000 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -1346737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1346808.125000 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -1346808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1346869.500000 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -1346870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1346932.250000 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -1346932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1346986.250000 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -1346986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1347028.875000 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -1347029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1347055.750000 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -1347056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1347078.375000 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -1347078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1347099.000000 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -1347099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1347116.000000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -1347116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1347134.250000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -1347134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1347148.750000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -1347149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1347158.000000 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -1347158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1347169.500000 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -1347170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1347187.375000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -1347187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1347203.625000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -1347204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1347224.750000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -1347225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1347236.000000 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -1347236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1347242.375000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -1347242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1347253.500000 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -1347254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1347266.125000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -1347266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1347276.500000 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -1347276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1347280.750000 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -1347281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1347291.125000 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -1347291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1347295.000000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -1347295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1347301.250000 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -1347301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1347305.625000 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -1347306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1347305.500000 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -1347306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1347308.125000 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -1347308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1347306.875000 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -1347307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1347306.750000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -1347307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1347307.375000 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -1347307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1347309.875000 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -1347310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1347311.500000 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -1347312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1347311.375000 Penalty: 4444.901367
	Iteration 44Q: 3 clusters Score -1347311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1347311.625000 Penalty: 4444.901367
	Iteration 45Q: 3 clusters Score -1347312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1347312.875000 Penalty: 4444.901367
	Iteration 46Q: 3 clusters Score -1347313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1347313.375000 Penalty: 4444.901367
	Iteration 47Q: 3 clusters Score -1347313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1347313.375000 Penalty: 4444.901367
	Iteration 48F: 3 clusters Score -1347313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -2523992.250000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -2523992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2513153.500000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -2513154 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2517519.500000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -2517520 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2519155.750000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -2519156 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2521010.750000 Penalty: 4767.152344
	Iteration 3F: 3 clusters Score -2521011 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2522396.750000 Penalty: 4767.152344
	Iteration 4F: 3 clusters Score -2522397 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2522953.250000 Penalty: 4767.152344
	Iteration 5F: 3 clusters Score -2522953 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2523167.000000 Penalty: 4767.152344
	Iteration 6Q: 3 clusters Score -2523167 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2523255.250000 Penalty: 4767.152344
	Iteration 7Q: 3 clusters Score -2523255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2523307.250000 Penalty: 4767.152344
	Iteration 8Q: 3 clusters Score -2523307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2523353.750000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -2523354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2523388.250000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -2523388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2523411.000000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -2523411 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2523426.750000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -2523427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2523437.750000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -2523438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2523439.000000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -2523439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2523447.250000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -2523447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2523455.500000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -2523456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2523454.750000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -2523455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2523456.000000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -2523456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2523454.000000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -2523454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2523459.000000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -2523459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2523461.500000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -2523462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2523462.750000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -2523463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2523462.000000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -2523462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2523462.000000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -2523462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2523463.000000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -2523463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2523466.000000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -2523466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2523470.500000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -2523470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2523469.750000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -2523470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2523471.000000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -2523471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2523470.000000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -2523470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2523471.250000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -2523471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2523470.500000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -2523470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2523474.250000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -2523474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2523475.500000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -2523476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2523475.750000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -2523476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2523475.750000 Penalty: 4767.152344
	Iteration 36F: 3 clusters Score -2523476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -733705.750000 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -733705.8 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 2325 members 
Entering Unmasked Estep 
Score: -729478.687500 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -729478.7 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -731142.937500 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -731142.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -731906.125000 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -731906.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -732475.750000 Penalty: 4186.716309
	Iteration 3F: 3 clusters Score -732475.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -732792.625000 Penalty: 4186.716309
	Iteration 4F: 3 clusters Score -732792.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -732946.437500 Penalty: 4186.716309
	Iteration 5Q: 3 clusters Score -732946.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -733024.937500 Penalty: 4186.716309
	Iteration 6Q: 3 clusters Score -733024.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -733076.500000 Penalty: 4186.716309
	Iteration 7Q: 3 clusters Score -733076.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -733103.437500 Penalty: 4186.716309
	Iteration 8Q: 3 clusters Score -733103.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -733124.125000 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -733124.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -733142.000000 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -733142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -733156.250000 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -733156.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -733169.562500 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -733169.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -733177.437500 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -733177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -733181.000000 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -733181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -733187.062500 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -733187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -733197.000000 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -733197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -733202.250000 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -733202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -733215.687500 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -733215.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -733238.375000 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -733238.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -733258.187500 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -733258.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -733276.500000 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -733276.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -733293.562500 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -733293.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -733310.500000 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -733310.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -733326.750000 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -733326.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -733346.312500 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -733346.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -733360.562500 Penalty: 4186.716309
	Iteration 26Q: 3 clusters Score -733360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -733370.937500 Penalty: 4186.716309
	Iteration 27Q: 3 clusters Score -733370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -733380.562500 Penalty: 4186.716309
	Iteration 28Q: 3 clusters Score -733380.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -733386.250000 Penalty: 4186.716309
	Iteration 29Q: 3 clusters Score -733386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -733391.062500 Penalty: 4186.716309
	Iteration 30Q: 3 clusters Score -733391.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -733397.500000 Penalty: 4186.716309
	Iteration 31Q: 3 clusters Score -733397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -733404.000000 Penalty: 4186.716309
	Iteration 32Q: 3 clusters Score -733404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -733411.437500 Penalty: 4186.716309
	Iteration 33Q: 3 clusters Score -733411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -733420.125000 Penalty: 4186.716309
	Iteration 34Q: 3 clusters Score -733420.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -733432.500000 Penalty: 4186.716309
	Iteration 35Q: 3 clusters Score -733432.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -733444.562500 Penalty: 4186.716309
	Iteration 36Q: 3 clusters Score -733444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -733464.000000 Penalty: 4186.716309
	Iteration 37Q: 3 clusters Score -733464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -733483.562500 Penalty: 4186.716309
	Iteration 38Q: 3 clusters Score -733483.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -733497.375000 Penalty: 4186.716309
	Iteration 39Q: 3 clusters Score -733497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -733504.750000 Penalty: 4186.716309
	Iteration 40F: 3 clusters Score -733504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -733510.875000 Penalty: 4186.716309
	Iteration 41Q: 3 clusters Score -733510.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -733515.937500 Penalty: 4186.716309
	Iteration 42Q: 3 clusters Score -733515.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -733519.562500 Penalty: 4186.716309
	Iteration 43Q: 3 clusters Score -733519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -733524.250000 Penalty: 4186.716309
	Iteration 44Q: 3 clusters Score -733524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -733526.562500 Penalty: 4186.716309
	Iteration 45Q: 3 clusters Score -733526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -733528.937500 Penalty: 4186.716309
	Iteration 46Q: 3 clusters Score -733528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -733533.312500 Penalty: 4186.716309
	Iteration 47Q: 3 clusters Score -733533.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -733536.375000 Penalty: 4186.716309
	Iteration 48Q: 3 clusters Score -733536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -733540.000000 Penalty: 4186.716309
	Iteration 49Q: 3 clusters Score -733540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -733541.250000 Penalty: 4186.716309
	Iteration 50Q: 3 clusters Score -733541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -733542.000000 Penalty: 4186.716309
	Iteration 51Q: 3 clusters Score -733542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -733542.000000 Penalty: 4186.716309
	Iteration 52F: 3 clusters Score -733542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -41232.707031 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -41232.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40124.738281 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -40124.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40392.898438 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -40392.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40470.089844 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -40470.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40491.507812 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -40491.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40512.500000 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -40512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40551.828125 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -40551.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40554.468750 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40554.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40554.468750 Penalty: 2845.339844
	Iteration 7F: 3 clusters Score -40554.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28446.056641 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28446.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27260.511719 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27260.51 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27575.492188 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27575.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27745.167969 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -27745.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27848.195312 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -27848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28026.406250 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -28026.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28168.898438 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -28168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28275.857422 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28275.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28372.244141 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28372.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28474.925781 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -28474.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28543.632812 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -28543.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28589.628906 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -28589.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28763.404297 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -28763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28894.205078 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -28894.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28912.173828 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -28912.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28917.818359 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -28917.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28940.343750 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -28940.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28952.621094 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -28952.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29026.474609 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -29026.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29077.558594 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -29077.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29101.988281 Penalty: 2923.623779
	Iteration 19Q: 3 clusters Score -29101.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29141.578125 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -29141.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29213.416016 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -29213.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29278.458984 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -29278.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29278.458984 Penalty: 2923.623779
	Iteration 23F: 3 clusters Score -29278.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 173 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 190 members 
Entering Unmasked Estep 
Score: -117278024.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117278904.000000 to -117278024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -1447083.875000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -1447084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1440541.250000 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -1440541 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1442585.875000 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -1442586 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1443295.750000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -1443296 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1444054.250000 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -1444054 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1444891.750000 Penalty: 4473.453125
	Iteration 4F: 3 clusters Score -1444892 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1445567.750000 Penalty: 4473.453125
	Iteration 5F: 3 clusters Score -1445568 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1446001.000000 Penalty: 4473.453125
	Iteration 6F: 3 clusters Score -1446001 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1446233.250000 Penalty: 4473.453125
	Iteration 7Q: 3 clusters Score -1446233 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1446355.875000 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -1446356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1446433.625000 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -1446434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1446492.375000 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -1446492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1446546.125000 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -1446546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1446592.125000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -1446592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1446641.625000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -1446642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1446682.500000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -1446682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1446712.375000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -1446712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1446744.000000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -1446744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1446765.375000 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -1446765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1446776.625000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -1446777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1446799.500000 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -1446800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1446815.125000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -1446815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1446825.500000 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -1446826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1446832.375000 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -1446832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1446839.000000 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -1446839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1446847.375000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -1446847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1446849.000000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -1446849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1446857.875000 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -1446858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1446862.500000 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -1446862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1446864.250000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -1446864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1446867.875000 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -1446868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1446871.875000 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -1446872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1446871.750000 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -1446872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1446869.500000 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -1446870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1446872.125000 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -1446872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1446871.875000 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -1446872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1446870.375000 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -1446870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1446872.875000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -1446873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1446872.875000 Penalty: 4473.453125
	Iteration 37F: 3 clusters Score -1446873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Entering Unmasked Estep 
Score: -7013519.500000 Penalty: 2624.845947
	Iteration 0F: 2 clusters Score -7013520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -6988737.000000 Penalty: 5249.691895
	Iteration 0F: 3 clusters Score -6988737 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -6998638.000000 Penalty: 5249.691895
	Iteration 1F: 3 clusters Score -6998638 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6999294.000000 Penalty: 5249.691895
	Iteration 2Q: 3 clusters Score -6999294 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6999994.500000 Penalty: 5249.691895
	Iteration 3Q: 3 clusters Score -6999994 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -7000859.500000 Penalty: 5249.691895
	Iteration 4F: 3 clusters Score -7000860 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7001896.000000 Penalty: 5249.691895
	Iteration 5F: 3 clusters Score -7001896 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -7003163.000000 Penalty: 5249.691895
	Iteration 6F: 3 clusters Score -7003163 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -7004576.000000 Penalty: 5249.691895
	Iteration 7F: 3 clusters Score -7004576 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -7006050.500000 Penalty: 5249.691895
	Iteration 8F: 3 clusters Score -7006050 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7007440.000000 Penalty: 5249.691895
	Iteration 9F: 3 clusters Score -7007440 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7008719.500000 Penalty: 5249.691895
	Iteration 10Q: 3 clusters Score -7008720 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7009620.500000 Penalty: 5249.691895
	Iteration 11Q: 3 clusters Score -7009620 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7010174.500000 Penalty: 5249.691895
	Iteration 12Q: 3 clusters Score -7010174 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7010582.500000 Penalty: 5249.691895
	Iteration 13Q: 3 clusters Score -7010582 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7010789.500000 Penalty: 5249.691895
	Iteration 14Q: 3 clusters Score -7010790 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7010932.500000 Penalty: 5249.691895
	Iteration 15Q: 3 clusters Score -7010932 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7011035.000000 Penalty: 5249.691895
	Iteration 16Q: 3 clusters Score -7011035 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7011115.500000 Penalty: 5249.691895
	Iteration 17Q: 3 clusters Score -7011116 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7011202.500000 Penalty: 5249.691895
	Iteration 18Q: 3 clusters Score -7011202 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7011227.500000 Penalty: 5249.691895
	Iteration 19Q: 3 clusters Score -7011228 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7011273.000000 Penalty: 5249.691895
	Iteration 20F: 3 clusters Score -7011273 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7011324.000000 Penalty: 5249.691895
	Iteration 21Q: 3 clusters Score -7011324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7011348.500000 Penalty: 5249.691895
	Iteration 22Q: 3 clusters Score -7011348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7011361.500000 Penalty: 5249.691895
	Iteration 23Q: 3 clusters Score -7011362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7011363.000000 Penalty: 5249.691895
	Iteration 24Q: 3 clusters Score -7011363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7011419.500000 Penalty: 5249.691895
	Iteration 25Q: 3 clusters Score -7011420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7011434.000000 Penalty: 5249.691895
	Iteration 26Q: 3 clusters Score -7011434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7011421.500000 Penalty: 5249.691895
	Iteration 27Q: 3 clusters Score -7011422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7011429.500000 Penalty: 5249.691895
	Iteration 28Q: 3 clusters Score -7011430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7011445.500000 Penalty: 5249.691895
	Iteration 29Q: 3 clusters Score -7011446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7011455.000000 Penalty: 5249.691895
	Iteration 30Q: 3 clusters Score -7011455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7011471.000000 Penalty: 5249.691895
	Iteration 31Q: 3 clusters Score -7011471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7011474.500000 Penalty: 5249.691895
	Iteration 32Q: 3 clusters Score -7011474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7011490.500000 Penalty: 5249.691895
	Iteration 33Q: 3 clusters Score -7011490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7011479.500000 Penalty: 5249.691895
	Iteration 34Q: 3 clusters Score -7011480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7011484.000000 Penalty: 5249.691895
	Iteration 35Q: 3 clusters Score -7011484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7011472.500000 Penalty: 5249.691895
	Iteration 36Q: 3 clusters Score -7011472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7011483.000000 Penalty: 5249.691895
	Iteration 37Q: 3 clusters Score -7011483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7011488.500000 Penalty: 5249.691895
	Iteration 38Q: 3 clusters Score -7011488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7011487.000000 Penalty: 5249.691895
	Iteration 39Q: 3 clusters Score -7011487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7011485.500000 Penalty: 5249.691895
	Iteration 40F: 3 clusters Score -7011486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7011498.000000 Penalty: 5249.691895
	Iteration 41Q: 3 clusters Score -7011498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7011494.000000 Penalty: 5249.691895
	Iteration 42Q: 3 clusters Score -7011494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7011500.000000 Penalty: 5249.691895
	Iteration 43Q: 3 clusters Score -7011500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7011504.000000 Penalty: 5249.691895
	Iteration 44Q: 3 clusters Score -7011504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7011499.000000 Penalty: 5249.691895
	Iteration 45Q: 3 clusters Score -7011499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7011507.500000 Penalty: 5249.691895
	Iteration 46Q: 3 clusters Score -7011508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7011494.000000 Penalty: 5249.691895
	Iteration 47Q: 3 clusters Score -7011494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7011501.000000 Penalty: 5249.691895
	Iteration 48Q: 3 clusters Score -7011501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7011503.500000 Penalty: 5249.691895
	Iteration 49Q: 3 clusters Score -7011504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7011503.500000 Penalty: 5249.691895
	Iteration 50Q: 3 clusters Score -7011504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7011505.000000 Penalty: 5249.691895
	Iteration 51Q: 3 clusters Score -7011505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7011507.000000 Penalty: 5249.691895
	Iteration 52Q: 3 clusters Score -7011507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7011507.000000 Penalty: 5249.691895
	Iteration 53F: 3 clusters Score -7011507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Entering Unmasked Estep 
Score: -6451589.000000 Penalty: 2598.423340
	Iteration 0F: 2 clusters Score -6451589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6428156.000000 Penalty: 5196.846680
	Iteration 0F: 3 clusters Score -6428156 nChanged 16135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6437069.000000 Penalty: 5196.846680
	Iteration 1F: 3 clusters Score -6437069 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -6437646.000000 Penalty: 5196.846680
	Iteration 2Q: 3 clusters Score -6437646 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -6438205.000000 Penalty: 5196.846680
	Iteration 3Q: 3 clusters Score -6438205 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -6438881.500000 Penalty: 5196.846680
	Iteration 4Q: 3 clusters Score -6438882 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -6439849.000000 Penalty: 5196.846680
	Iteration 5Q: 3 clusters Score -6439849 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -6441249.500000 Penalty: 5196.846680
	Iteration 6F: 3 clusters Score -6441250 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -6443189.500000 Penalty: 5196.846680
	Iteration 7F: 3 clusters Score -6443190 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6445566.000000 Penalty: 5196.846680
	Iteration 8F: 3 clusters Score -6445566 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6447609.000000 Penalty: 5196.846680
	Iteration 9F: 3 clusters Score -6447609 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6448634.500000 Penalty: 5196.846680
	Iteration 10Q: 3 clusters Score -6448634 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6449053.500000 Penalty: 5196.846680
	Iteration 11Q: 3 clusters Score -6449054 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6449234.500000 Penalty: 5196.846680
	Iteration 12Q: 3 clusters Score -6449234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6449315.000000 Penalty: 5196.846680
	Iteration 13Q: 3 clusters Score -6449315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6449371.000000 Penalty: 5196.846680
	Iteration 14Q: 3 clusters Score -6449371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6449409.500000 Penalty: 5196.846680
	Iteration 15Q: 3 clusters Score -6449410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6449426.500000 Penalty: 5196.846680
	Iteration 16Q: 3 clusters Score -6449426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6449440.500000 Penalty: 5196.846680
	Iteration 17Q: 3 clusters Score -6449440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6449442.500000 Penalty: 5196.846680
	Iteration 18Q: 3 clusters Score -6449442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6449445.000000 Penalty: 5196.846680
	Iteration 19Q: 3 clusters Score -6449445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6449451.000000 Penalty: 5196.846680
	Iteration 20F: 3 clusters Score -6449451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -350287.500000 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -350287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -347613.062500 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -347613.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -348361.968750 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -348362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -348679.000000 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -348679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -348861.562500 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -348861.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -348997.000000 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -348997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349119.031250 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -349119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -349224.187500 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -349224.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349292.812500 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -349292.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -349344.406250 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -349344.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -349389.968750 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -349390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -349429.875000 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -349429.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349449.312500 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -349449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349458.531250 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -349458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349466.781250 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -349466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349468.218750 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -349468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349470.468750 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -349470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -349483.812500 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -349483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349490.156250 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -349490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349491.625000 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -349491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349493.593750 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -349493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -349496.500000 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -349496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349513.437500 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -349513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -349518.281250 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -349518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349522.843750 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -349522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -349525.531250 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -349525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -349528.062500 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -349528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -349530.750000 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -349530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -349533.968750 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -349534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -349539.843750 Penalty: 3824.484131
	Iteration 28Q: 3 clusters Score -349539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -349544.593750 Penalty: 3824.484131
	Iteration 29Q: 3 clusters Score -349544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -349549.625000 Penalty: 3824.484131
	Iteration 30Q: 3 clusters Score -349549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -349556.031250 Penalty: 3824.484131
	Iteration 31Q: 3 clusters Score -349556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -349564.437500 Penalty: 3824.484131
	Iteration 32Q: 3 clusters Score -349564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -349577.625000 Penalty: 3824.484131
	Iteration 33Q: 3 clusters Score -349577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -349605.468750 Penalty: 3824.484131
	Iteration 34Q: 3 clusters Score -349605.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -349631.812500 Penalty: 3824.484131
	Iteration 35Q: 3 clusters Score -349631.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -349650.218750 Penalty: 3824.484131
	Iteration 36Q: 3 clusters Score -349650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -349669.750000 Penalty: 3824.484131
	Iteration 37Q: 3 clusters Score -349669.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349680.406250 Penalty: 3824.484131
	Iteration 38Q: 3 clusters Score -349680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -349692.218750 Penalty: 3824.484131
	Iteration 39Q: 3 clusters Score -349692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -349699.437500 Penalty: 3824.484131
	Iteration 40F: 3 clusters Score -349699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -349704.468750 Penalty: 3824.484131
	Iteration 41Q: 3 clusters Score -349704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -349706.812500 Penalty: 3824.484131
	Iteration 42Q: 3 clusters Score -349706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -349708.937500 Penalty: 3824.484131
	Iteration 43Q: 3 clusters Score -349708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -349709.062500 Penalty: 3824.484131
	Iteration 44Q: 3 clusters Score -349709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -349709.968750 Penalty: 3824.484131
	Iteration 45Q: 3 clusters Score -349710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -349712.031250 Penalty: 3824.484131
	Iteration 46Q: 3 clusters Score -349712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -349713.500000 Penalty: 3824.484131
	Iteration 47Q: 3 clusters Score -349713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -349715.781250 Penalty: 3824.484131
	Iteration 48Q: 3 clusters Score -349715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -349720.125000 Penalty: 3824.484131
	Iteration 49Q: 3 clusters Score -349720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -349723.656250 Penalty: 3824.484131
	Iteration 50Q: 3 clusters Score -349723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -349724.468750 Penalty: 3824.484131
	Iteration 51Q: 3 clusters Score -349724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -349725.406250 Penalty: 3824.484131
	Iteration 52Q: 3 clusters Score -349725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -349725.406250 Penalty: 3824.484131
	Iteration 53F: 3 clusters Score -349725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -1067741.625000 Penalty: 2174.606445
	Iteration 0F: 2 clusters Score -1067742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1062352.750000 Penalty: 4349.212891
	Iteration 0F: 3 clusters Score -1062353 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1063935.625000 Penalty: 4349.212891
	Iteration 1F: 3 clusters Score -1063936 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1064463.875000 Penalty: 4349.212891
	Iteration 2F: 3 clusters Score -1064464 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1065148.375000 Penalty: 4349.212891
	Iteration 3F: 3 clusters Score -1065148 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1065990.250000 Penalty: 4349.212891
	Iteration 4F: 3 clusters Score -1065990 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1066754.875000 Penalty: 4349.212891
	Iteration 5F: 3 clusters Score -1066755 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1067226.000000 Penalty: 4349.212891
	Iteration 6F: 3 clusters Score -1067226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1067514.875000 Penalty: 4349.212891
	Iteration 7Q: 3 clusters Score -1067515 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1067680.125000 Penalty: 4349.212891
	Iteration 8Q: 3 clusters Score -1067680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1067782.625000 Penalty: 4349.212891
	Iteration 9Q: 3 clusters Score -1067783 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1067867.250000 Penalty: 4349.212891
	Iteration 10Q: 3 clusters Score -1067867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1067923.875000 Penalty: 4349.212891
	Iteration 11Q: 3 clusters Score -1067924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1067959.000000 Penalty: 4349.212891
	Iteration 12Q: 3 clusters Score -1067959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1067981.000000 Penalty: 4349.212891
	Iteration 13Q: 3 clusters Score -1067981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1067988.125000 Penalty: 4349.212891
	Iteration 14Q: 3 clusters Score -1067988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1067991.250000 Penalty: 4349.212891
	Iteration 15Q: 3 clusters Score -1067991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1067995.250000 Penalty: 4349.212891
	Iteration 16Q: 3 clusters Score -1067995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1067998.125000 Penalty: 4349.212891
	Iteration 17Q: 3 clusters Score -1067998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1068000.375000 Penalty: 4349.212891
	Iteration 18Q: 3 clusters Score -1068000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1068001.375000 Penalty: 4349.212891
	Iteration 19Q: 3 clusters Score -1068001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1068000.625000 Penalty: 4349.212891
	Iteration 20F: 3 clusters Score -1068001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1068002.750000 Penalty: 4349.212891
	Iteration 21Q: 3 clusters Score -1068003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1068003.375000 Penalty: 4349.212891
	Iteration 22Q: 3 clusters Score -1068003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1068005.000000 Penalty: 4349.212891
	Iteration 23Q: 3 clusters Score -1068005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1068005.875000 Penalty: 4349.212891
	Iteration 24Q: 3 clusters Score -1068006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1068007.375000 Penalty: 4349.212891
	Iteration 25Q: 3 clusters Score -1068007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1068006.875000 Penalty: 4349.212891
	Iteration 26Q: 3 clusters Score -1068007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1068006.875000 Penalty: 4349.212891
	Iteration 27F: 3 clusters Score -1068007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 2465 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 3964 members 
Entering Unmasked Estep 
Score: -117277824.000000 Penalty: 203298.921875
Splitting cluster 51 changes total score from -117278904.000000 to -117277824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75844.296875 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75844.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76026.515625 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76026.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76112.578125 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -76112.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76171.632812 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76171.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76199.554688 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76199.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76210.726562 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76210.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76224.687500 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76224.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76231.781250 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76231.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76249.101562 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76255.250000 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76255.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76256.265625 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76256.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76256.265625 Penalty: 3076.457764
	Iteration 11F: 3 clusters Score -76256.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -179747.156250 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -179747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177737.156250 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -177737.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -178088.781250 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -178088.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -178213.500000 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -178213.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -178264.375000 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -178264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178290.015625 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -178290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -178315.031250 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -178315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -178332.421875 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -178332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -178345.031250 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -178345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -178349.421875 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -178349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -178360.281250 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -178360.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178371.703125 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -178371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -178382.156250 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -178382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -178390.734375 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -178390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -178395.234375 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -178395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -178398.921875 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -178398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -178400.734375 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -178400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -178401.687500 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -178401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -178401.687500 Penalty: 3477.562012
	Iteration 17F: 3 clusters Score -178401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -16173.646484 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -16173.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14948.958008 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -14948.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15283.669922 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -15283.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15380.224609 Penalty: 2840.516357
	Iteration 2F: 3 clusters Score -15380.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15401.572266 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -15401.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15413.615234 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -15413.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15428.081055 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -15428.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15431.536133 Penalty: 2840.516357
	Iteration 6Q: 3 clusters Score -15431.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15439.829102 Penalty: 2840.516357
	Iteration 7Q: 3 clusters Score -15439.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15467.527344 Penalty: 2840.516357
	Iteration 8Q: 3 clusters Score -15467.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15485.761719 Penalty: 2840.516357
	Iteration 9Q: 3 clusters Score -15485.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15485.761719 Penalty: 2840.516357
	Iteration 10F: 3 clusters Score -15485.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -104669.320312 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -104669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103044.453125 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -103044.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103364.632812 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -103364.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103470.562500 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -103470.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103543.328125 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -103543.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103594.601562 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -103594.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103650.828125 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -103650.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103704.859375 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -103704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103759.484375 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -103759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103804.242188 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -103804.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103833.554688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -103833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103847.375000 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -103847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103852.140625 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -103852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103859.101562 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -103859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103859.664062 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -103859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103861.578125 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -103861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103861.242188 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -103861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103861.242188 Penalty: 3263.308594
	Iteration 16F: 3 clusters Score -103861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Entering Unmasked Estep 
Score: -2510643.500000 Penalty: 2381.290283
	Iteration 0F: 2 clusters Score -2510644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2499961.250000 Penalty: 4762.580566
	Iteration 0F: 3 clusters Score -2499961 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2503296.500000 Penalty: 4762.580566
	Iteration 1F: 3 clusters Score -2503296 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2503668.000000 Penalty: 4762.580566
	Iteration 2F: 3 clusters Score -2503668 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2503913.500000 Penalty: 4762.580566
	Iteration 3Q: 3 clusters Score -2503914 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2504107.000000 Penalty: 4762.580566
	Iteration 4Q: 3 clusters Score -2504107 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2504282.250000 Penalty: 4762.580566
	Iteration 5Q: 3 clusters Score -2504282 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2504428.000000 Penalty: 4762.580566
	Iteration 6Q: 3 clusters Score -2504428 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2504584.500000 Penalty: 4762.580566
	Iteration 7Q: 3 clusters Score -2504584 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2504739.500000 Penalty: 4762.580566
	Iteration 8Q: 3 clusters Score -2504740 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2504906.750000 Penalty: 4762.580566
	Iteration 9Q: 3 clusters Score -2504907 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2505126.000000 Penalty: 4762.580566
	Iteration 10Q: 3 clusters Score -2505126 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2505390.750000 Penalty: 4762.580566
	Iteration 11Q: 3 clusters Score -2505391 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2505699.250000 Penalty: 4762.580566
	Iteration 12Q: 3 clusters Score -2505699 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2506075.250000 Penalty: 4762.580566
	Iteration 13Q: 3 clusters Score -2506075 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2506515.000000 Penalty: 4762.580566
	Iteration 14Q: 3 clusters Score -2506515 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2506953.000000 Penalty: 4762.580566
	Iteration 15Q: 3 clusters Score -2506953 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2507348.750000 Penalty: 4762.580566
	Iteration 16Q: 3 clusters Score -2507349 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2507660.000000 Penalty: 4762.580566
	Iteration 17Q: 3 clusters Score -2507660 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2507929.500000 Penalty: 4762.580566
	Iteration 18Q: 3 clusters Score -2507930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2508174.000000 Penalty: 4762.580566
	Iteration 19Q: 3 clusters Score -2508174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2508358.750000 Penalty: 4762.580566
	Iteration 20F: 3 clusters Score -2508359 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2508454.500000 Penalty: 4762.580566
	Iteration 21Q: 3 clusters Score -2508454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2508519.000000 Penalty: 4762.580566
	Iteration 22Q: 3 clusters Score -2508519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2508554.500000 Penalty: 4762.580566
	Iteration 23Q: 3 clusters Score -2508554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2508582.000000 Penalty: 4762.580566
	Iteration 24Q: 3 clusters Score -2508582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2508607.500000 Penalty: 4762.580566
	Iteration 25Q: 3 clusters Score -2508608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2508630.500000 Penalty: 4762.580566
	Iteration 26Q: 3 clusters Score -2508630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2508641.250000 Penalty: 4762.580566
	Iteration 27Q: 3 clusters Score -2508641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2508654.250000 Penalty: 4762.580566
	Iteration 28Q: 3 clusters Score -2508654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2508668.750000 Penalty: 4762.580566
	Iteration 29Q: 3 clusters Score -2508669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2508672.250000 Penalty: 4762.580566
	Iteration 30Q: 3 clusters Score -2508672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2508683.000000 Penalty: 4762.580566
	Iteration 31Q: 3 clusters Score -2508683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2508685.500000 Penalty: 4762.580566
	Iteration 32Q: 3 clusters Score -2508686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2508687.000000 Penalty: 4762.580566
	Iteration 33Q: 3 clusters Score -2508687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2508686.750000 Penalty: 4762.580566
	Iteration 34Q: 3 clusters Score -2508687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2508684.500000 Penalty: 4762.580566
	Iteration 35Q: 3 clusters Score -2508684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2508684.500000 Penalty: 4762.580566
	Iteration 36F: 3 clusters Score -2508684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -578576.625000 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -578576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -575029.875000 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -575029.9 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -575900.750000 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -575900.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -576136.812500 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -576136.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576279.000000 Penalty: 4037.162598
	Iteration 3F: 3 clusters Score -576279 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -576389.375000 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -576389.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -576490.500000 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -576490.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576583.812500 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -576583.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -576662.250000 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -576662.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -576726.125000 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -576726.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -576769.187500 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -576769.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -576807.187500 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -576807.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -576836.937500 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -576836.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -576865.000000 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -576865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -576893.187500 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -576893.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -576918.437500 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -576918.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -576941.625000 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -576941.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -576976.187500 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -576976.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -577016.625000 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -577016.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -577040.312500 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -577040.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -577067.750000 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -577067.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -577086.187500 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -577086.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -577097.937500 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -577097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -577104.062500 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -577104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -577108.875000 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -577108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -577110.187500 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -577110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -577110.625000 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -577110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -577111.750000 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -577111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -577111.750000 Penalty: 4037.162598
	Iteration 27F: 3 clusters Score -577111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -2322700.750000 Penalty: 2351.301514
	Iteration 0F: 2 clusters Score -2322701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2313070.000000 Penalty: 4702.603027
	Iteration 0F: 3 clusters Score -2313070 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2316352.000000 Penalty: 4702.603027
	Iteration 1F: 3 clusters Score -2316352 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2316870.000000 Penalty: 4702.603027
	Iteration 2F: 3 clusters Score -2316870 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2317403.500000 Penalty: 4702.603027
	Iteration 3F: 3 clusters Score -2317404 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2318070.750000 Penalty: 4702.603027
	Iteration 4F: 3 clusters Score -2318071 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2318992.750000 Penalty: 4702.603027
	Iteration 5F: 3 clusters Score -2318993 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2320062.250000 Penalty: 4702.603027
	Iteration 6F: 3 clusters Score -2320062 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2320871.500000 Penalty: 4702.603027
	Iteration 7F: 3 clusters Score -2320872 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2321285.250000 Penalty: 4702.603027
	Iteration 8F: 3 clusters Score -2321285 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2321454.500000 Penalty: 4702.603027
	Iteration 9Q: 3 clusters Score -2321454 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2321539.000000 Penalty: 4702.603027
	Iteration 10Q: 3 clusters Score -2321539 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2321585 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2321621.000000 Penalty: 4702.603027
	Iteration 12Q: 3 clusters Score -2321621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2321649.000000 Penalty: 4702.603027
	Iteration 13Q: 3 clusters Score -2321649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2321659.250000 Penalty: 4702.603027
	Iteration 14Q: 3 clusters Score -2321659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2321687.500000 Penalty: 4702.603027
	Iteration 15Q: 3 clusters Score -2321688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2321696.750000 Penalty: 4702.603027
	Iteration 16Q: 3 clusters Score -2321697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2321706.500000 Penalty: 4702.603027
	Iteration 17Q: 3 clusters Score -2321706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2321717.000000 Penalty: 4702.603027
	Iteration 18Q: 3 clusters Score -2321717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2321719.750000 Penalty: 4702.603027
	Iteration 19Q: 3 clusters Score -2321720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2321725.250000 Penalty: 4702.603027
	Iteration 20F: 3 clusters Score -2321725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2321731.750000 Penalty: 4702.603027
	Iteration 21Q: 3 clusters Score -2321732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2321734.000000 Penalty: 4702.603027
	Iteration 22Q: 3 clusters Score -2321734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2321744.000000 Penalty: 4702.603027
	Iteration 23Q: 3 clusters Score -2321744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2321747.750000 Penalty: 4702.603027
	Iteration 24Q: 3 clusters Score -2321748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2321747.000000 Penalty: 4702.603027
	Iteration 25Q: 3 clusters Score -2321747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2321747.500000 Penalty: 4702.603027
	Iteration 26Q: 3 clusters Score -2321748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2321752.000000 Penalty: 4702.603027
	Iteration 27Q: 3 clusters Score -2321752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2321756.500000 Penalty: 4702.603027
	Iteration 28Q: 3 clusters Score -2321756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2321758.250000 Penalty: 4702.603027
	Iteration 29Q: 3 clusters Score -2321758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2321760.750000 Penalty: 4702.603027
	Iteration 30Q: 3 clusters Score -2321761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2321768.750000 Penalty: 4702.603027
	Iteration 31Q: 3 clusters Score -2321769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2321768.750000 Penalty: 4702.603027
	Iteration 32Q: 3 clusters Score -2321769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2321770.250000 Penalty: 4702.603027
	Iteration 33Q: 3 clusters Score -2321770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2321770.750000 Penalty: 4702.603027
	Iteration 34Q: 3 clusters Score -2321771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2321771.000000 Penalty: 4702.603027
	Iteration 35Q: 3 clusters Score -2321771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2321777.000000 Penalty: 4702.603027
	Iteration 36Q: 3 clusters Score -2321777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2321780.500000 Penalty: 4702.603027
	Iteration 37Q: 3 clusters Score -2321780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2321779.000000 Penalty: 4702.603027
	Iteration 38Q: 3 clusters Score -2321779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2321781.250000 Penalty: 4702.603027
	Iteration 39Q: 3 clusters Score -2321781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2321783.500000 Penalty: 4702.603027
	Iteration 40F: 3 clusters Score -2321784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2321780.750000 Penalty: 4702.603027
	Iteration 41Q: 3 clusters Score -2321781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2321783.750000 Penalty: 4702.603027
	Iteration 42Q: 3 clusters Score -2321784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2321784.000000 Penalty: 4702.603027
	Iteration 43Q: 3 clusters Score -2321784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2321789.250000 Penalty: 4702.603027
	Iteration 44Q: 3 clusters Score -2321789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2321790.250000 Penalty: 4702.603027
	Iteration 45Q: 3 clusters Score -2321790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2321793.750000 Penalty: 4702.603027
	Iteration 46Q: 3 clusters Score -2321794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2321796.750000 Penalty: 4702.603027
	Iteration 47Q: 3 clusters Score -2321797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2321803.250000 Penalty: 4702.603027
	Iteration 48Q: 3 clusters Score -2321803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2321804.500000 Penalty: 4702.603027
	Iteration 49Q: 3 clusters Score -2321804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2321808.000000 Penalty: 4702.603027
	Iteration 50Q: 3 clusters Score -2321808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2321814.750000 Penalty: 4702.603027
	Iteration 51Q: 3 clusters Score -2321815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2321814.250000 Penalty: 4702.603027
	Iteration 52Q: 3 clusters Score -2321814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2321815.500000 Penalty: 4702.603027
	Iteration 53Q: 3 clusters Score -2321816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2321822.750000 Penalty: 4702.603027
	Iteration 54Q: 3 clusters Score -2321823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2321825.500000 Penalty: 4702.603027
	Iteration 55Q: 3 clusters Score -2321826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2321822.750000 Penalty: 4702.603027
	Iteration 56Q: 3 clusters Score -2321823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2321829.000000 Penalty: 4702.603027
	Iteration 57Q: 3 clusters Score -2321829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2321833.500000 Penalty: 4702.603027
	Iteration 58Q: 3 clusters Score -2321834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2321831.000000 Penalty: 4702.603027
	Iteration 59Q: 3 clusters Score -2321831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2321838.500000 Penalty: 4702.603027
	Iteration 60F: 3 clusters Score -2321838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2321843.250000 Penalty: 4702.603027
	Iteration 61Q: 3 clusters Score -2321843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2321842.250000 Penalty: 4702.603027
	Iteration 62Q: 3 clusters Score -2321842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2321851.000000 Penalty: 4702.603027
	Iteration 63Q: 3 clusters Score -2321851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2321854.000000 Penalty: 4702.603027
	Iteration 64Q: 3 clusters Score -2321854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2321859.000000 Penalty: 4702.603027
	Iteration 65Q: 3 clusters Score -2321859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2321857.000000 Penalty: 4702.603027
	Iteration 66Q: 3 clusters Score -2321857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2321864.500000 Penalty: 4702.603027
	Iteration 67Q: 3 clusters Score -2321864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2321858.750000 Penalty: 4702.603027
	Iteration 68Q: 3 clusters Score -2321859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2321864.000000 Penalty: 4702.603027
	Iteration 69Q: 3 clusters Score -2321864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2321864.250000 Penalty: 4702.603027
	Iteration 70Q: 3 clusters Score -2321864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2321869.750000 Penalty: 4702.603027
	Iteration 71Q: 3 clusters Score -2321870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2321868.250000 Penalty: 4702.603027
	Iteration 72Q: 3 clusters Score -2321868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2321866.500000 Penalty: 4702.603027
	Iteration 73Q: 3 clusters Score -2321866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2321865.750000 Penalty: 4702.603027
	Iteration 74Q: 3 clusters Score -2321866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2321867.250000 Penalty: 4702.603027
	Iteration 75Q: 3 clusters Score -2321867 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2321868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2321870.000000 Penalty: 4702.603027
	Iteration 77Q: 3 clusters Score -2321870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2321871.000000 Penalty: 4702.603027
	Iteration 78Q: 3 clusters Score -2321871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2321872.750000 Penalty: 4702.603027
	Iteration 79Q: 3 clusters Score -2321873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2321877.750000 Penalty: 4702.603027
	Iteration 80F: 3 clusters Score -2321878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2321873.750000 Penalty: 4702.603027
	Iteration 81Q: 3 clusters Score -2321874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2321877.250000 Penalty: 4702.603027
	Iteration 82Q: 3 clusters Score -2321877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2321873.000000 Penalty: 4702.603027
	Iteration 83Q: 3 clusters Score -2321873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2321876.750000 Penalty: 4702.603027
	Iteration 84Q: 3 clusters Score -2321877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2321877.000000 Penalty: 4702.603027
	Iteration 85Q: 3 clusters Score -2321877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2321875.750000 Penalty: 4702.603027
	Iteration 86Q: 3 clusters Score -2321876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2321877.000000 Penalty: 4702.603027
	Iteration 87Q: 3 clusters Score -2321877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2321880.000000 Penalty: 4702.603027
	Iteration 88Q: 3 clusters Score -2321880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2321880.750000 Penalty: 4702.603027
	Iteration 89Q: 3 clusters Score -2321881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2321881.500000 Penalty: 4702.603027
	Iteration 90Q: 3 clusters Score -2321882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2321889.000000 Penalty: 4702.603027
	Iteration 91Q: 3 clusters Score -2321889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2321889.750000 Penalty: 4702.603027
	Iteration 92Q: 3 clusters Score -2321890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2321888.250000 Penalty: 4702.603027
	Iteration 93Q: 3 clusters Score -2321888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2321888.500000 Penalty: 4702.603027
	Iteration 94Q: 3 clusters Score -2321888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2321886.250000 Penalty: 4702.603027
	Iteration 95Q: 3 clusters Score -2321886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2321889.250000 Penalty: 4702.603027
	Iteration 96Q: 3 clusters Score -2321889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2321886.500000 Penalty: 4702.603027
	Iteration 97Q: 3 clusters Score -2321886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2321893.250000 Penalty: 4702.603027
	Iteration 98Q: 3 clusters Score -2321893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2321888.000000 Penalty: 4702.603027
	Iteration 99Q: 3 clusters Score -2321888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2321891.500000 Penalty: 4702.603027
	Iteration 100F: 3 clusters Score -2321892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2321895.000000 Penalty: 4702.603027
	Iteration 101Q: 3 clusters Score -2321895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2321894.500000 Penalty: 4702.603027
	Iteration 102Q: 3 clusters Score -2321894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2321897.500000 Penalty: 4702.603027
	Iteration 103Q: 3 clusters Score -2321898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2321894.250000 Penalty: 4702.603027
	Iteration 104Q: 3 clusters Score -2321894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2321894.250000 Penalty: 4702.603027
	Iteration 105Q: 3 clusters Score -2321894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2321895.750000 Penalty: 4702.603027
	Iteration 106Q: 3 clusters Score -2321896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2321901.500000 Penalty: 4702.603027
	Iteration 107Q: 3 clusters Score -2321902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2321899.250000 Penalty: 4702.603027
	Iteration 108Q: 3 clusters Score -2321899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2321898.750000 Penalty: 4702.603027
	Iteration 109Q: 3 clusters Score -2321899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2321901.000000 Penalty: 4702.603027
	Iteration 110Q: 3 clusters Score -2321901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2321900.000000 Penalty: 4702.603027
	Iteration 111Q: 3 clusters Score -2321900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2321902.250000 Penalty: 4702.603027
	Iteration 112Q: 3 clusters Score -2321902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2321904.500000 Penalty: 4702.603027
	Iteration 113Q: 3 clusters Score -2321904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2321898.500000 Penalty: 4702.603027
	Iteration 114Q: 3 clusters Score -2321898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2321899.000000 Penalty: 4702.603027
	Iteration 115Q: 3 clusters Score -2321899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2321902.250000 Penalty: 4702.603027
	Iteration 116Q: 3 clusters Score -2321902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2321903.750000 Penalty: 4702.603027
	Iteration 117Q: 3 clusters Score -2321904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2321903.750000 Penalty: 4702.603027
	Iteration 118F: 3 clusters Score -2321904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -2380027.250000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -2380027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2369997.500000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -2369998 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2373008.000000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -2373008 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2373392.000000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -2373392 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2373693.500000 Penalty: 4724.076660
	Iteration 3F: 3 clusters Score -2373694 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2373958.000000 Penalty: 4724.076660
	Iteration 4Q: 3 clusters Score -2373958 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2374210.000000 Penalty: 4724.076660
	Iteration 5Q: 3 clusters Score -2374210 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2374458.250000 Penalty: 4724.076660
	Iteration 6Q: 3 clusters Score -2374458 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2374794.500000 Penalty: 4724.076660
	Iteration 7Q: 3 clusters Score -2374794 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2375166.500000 Penalty: 4724.076660
	Iteration 8Q: 3 clusters Score -2375166 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2375580.750000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -2375581 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2376019.250000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -2376019 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2376442.500000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -2376442 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2376813.500000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -2376814 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2377122.750000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -2377123 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2377367.500000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -2377368 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2377549.250000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -2377549 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2377673.250000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -2377673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2377755.750000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -2377756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2377829.250000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -2377829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2377891.750000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -2377892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2377952.250000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -2377952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2377989.500000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -2377990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2378025.000000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -2378025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2378049.250000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -2378049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2378073.250000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -2378073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2378087.750000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -2378088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2378098.250000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -2378098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2378098.750000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -2378099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2378101.750000 Penalty: 4724.076660
	Iteration 28Q: 3 clusters Score -2378102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2378103.750000 Penalty: 4724.076660
	Iteration 29Q: 3 clusters Score -2378104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2378106.250000 Penalty: 4724.076660
	Iteration 30Q: 3 clusters Score -2378106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2378108.500000 Penalty: 4724.076660
	Iteration 31Q: 3 clusters Score -2378108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2378111.750000 Penalty: 4724.076660
	Iteration 32Q: 3 clusters Score -2378112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2378111.250000 Penalty: 4724.076660
	Iteration 33Q: 3 clusters Score -2378111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2378112.500000 Penalty: 4724.076660
	Iteration 34Q: 3 clusters Score -2378112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2378113.750000 Penalty: 4724.076660
	Iteration 35Q: 3 clusters Score -2378114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2378115.500000 Penalty: 4724.076660
	Iteration 36Q: 3 clusters Score -2378116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2378114.500000 Penalty: 4724.076660
	Iteration 37Q: 3 clusters Score -2378114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2378113.500000 Penalty: 4724.076660
	Iteration 38Q: 3 clusters Score -2378114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2378114.750000 Penalty: 4724.076660
	Iteration 39Q: 3 clusters Score -2378115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2378115.000000 Penalty: 4724.076660
	Iteration 40F: 3 clusters Score -2378115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2378116.750000 Penalty: 4724.076660
	Iteration 41Q: 3 clusters Score -2378117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2378121.250000 Penalty: 4724.076660
	Iteration 42Q: 3 clusters Score -2378121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2378121.250000 Penalty: 4724.076660
	Iteration 43F: 3 clusters Score -2378121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217822.890625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217822.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218151.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218151.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -218241.062500 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218241.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -218292.625000 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218292.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -218321.468750 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218321.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218346.265625 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218368.656250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218368.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218383.750000 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218393.328125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218393.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218416.187500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218440.375000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218440.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218461.953125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -218479.625000 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218479.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -218494.125000 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -218502.437500 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -218507.078125 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -218510.593750 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218517.359375 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -218522.718750 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218522.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -218529.375000 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -218529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -218535.218750 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -218535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -218543.968750 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -218544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -218551.500000 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -218551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -218555.656250 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -218555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -218560.234375 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -218560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -218564.593750 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -218564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -218569.296875 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -218569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -218573.484375 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -218573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -218576.843750 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -218576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -218576.843750 Penalty: 3579.852051
	Iteration 29F: 3 clusters Score -218576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38333 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38416 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34986 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4054 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28388 members 
Mstep: Class 41 contains 6774 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35508 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14794 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13109 members 
Mstep: Class 59 contains 13689 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279056.000000 Penalty: 199966.156250
Iteration 239Q: 61 clusters Score -1.172791e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38334 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8775 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 38404 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 34980 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 36019 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 8008 members 
Mstep: Class 35 contains 10640 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28421 members 
Mstep: Class 41 contains 6778 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39500 members 
Mstep: Class 49 contains 35498 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6434 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1109 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14796 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13108 members 
Mstep: Class 59 contains 13711 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279312.000000 Penalty: 199966.156250
Iteration 240F: 61 clusters Score -1.172793e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 38393 members 
Mstep: Class 21 contains 29066 members 
Mstep: Class 22 contains 34968 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 36017 members 
Mstep: Class 25 contains 30508 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8008 members 
Mstep: Class 35 contains 10630 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28462 members 
Mstep: Class 41 contains 6770 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14928 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 310 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39501 members 
Mstep: Class 49 contains 35496 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6439 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1111 members 
Mstep: Class 54 contains 307 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14796 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13108 members 
Mstep: Class 59 contains 13724 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279256.000000 Penalty: 199966.156250
Iteration 241Q: 61 clusters Score -1.172793e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37821 members 
Mstep: Class 20 contains 38379 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34964 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 36000 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 10075 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8008 members 
Mstep: Class 35 contains 10634 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14928 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39503 members 
Mstep: Class 49 contains 35488 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 6440 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1116 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14796 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13108 members 
Mstep: Class 59 contains 13735 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279344.000000 Penalty: 199966.156250
Iteration 242Q: 61 clusters Score -1.172793e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38311 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 38373 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34958 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 35988 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8008 members 
Mstep: Class 35 contains 10625 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28538 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39503 members 
Mstep: Class 49 contains 35484 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6438 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1117 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14798 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13106 members 
Mstep: Class 59 contains 13738 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279424.000000 Penalty: 199966.156250
Iteration 243Q: 61 clusters Score -1.172794e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32584 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 38362 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34949 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 35991 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10621 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28575 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14931 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39503 members 
Mstep: Class 49 contains 35465 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6439 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1119 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14800 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13106 members 
Mstep: Class 59 contains 13746 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279448.000000 Penalty: 199966.156250
Iteration 244Q: 61 clusters Score -1.172794e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38303 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32583 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 37821 members 
Mstep: Class 20 contains 38353 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34934 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 35986 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10619 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28603 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14933 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39505 members 
Mstep: Class 49 contains 35467 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6440 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1120 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14801 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13106 members 
Mstep: Class 59 contains 13753 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279552.000000 Penalty: 199966.156250
Iteration 245Q: 61 clusters Score -1.172796e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38298 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32585 members 
Mstep: Class 11 contains 5367 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 38359 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34929 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 35961 members 
Mstep: Class 25 contains 30506 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10618 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28627 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14934 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39505 members 
Mstep: Class 49 contains 35469 members 
Mstep: Class 50 contains 2234 members 
Mstep: Class 51 contains 6440 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14803 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13105 members 
Mstep: Class 59 contains 13759 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279552.000000 Penalty: 199966.156250
Iteration 246Q: 61 clusters Score -1.172796e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12865 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32587 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 38359 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 34920 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 35949 members 
Mstep: Class 25 contains 30504 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10620 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28648 members 
Mstep: Class 41 contains 6744 members 
Mstep: Class 42 contains 7795 members 
Mstep: Class 43 contains 14933 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39505 members 
Mstep: Class 49 contains 35465 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6437 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14804 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13101 members 
Mstep: Class 59 contains 13766 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279552.000000 Penalty: 199966.156250
Iteration 247Q: 61 clusters Score -1.172796e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 4304 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32591 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 37811 members 
Mstep: Class 20 contains 38367 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 34910 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 35931 members 
Mstep: Class 25 contains 30503 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 10076 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 10625 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28676 members 
Mstep: Class 41 contains 6729 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39507 members 
Mstep: Class 49 contains 35463 members 
Mstep: Class 50 contains 2235 members 
Mstep: Class 51 contains 6434 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14804 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13097 members 
Mstep: Class 59 contains 13767 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279528.000000 Penalty: 199966.156250
Iteration 248Q: 61 clusters Score -1.172795e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32593 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 37809 members 
Mstep: Class 20 contains 38365 members 
Mstep: Class 21 contains 29061 members 
Mstep: Class 22 contains 34899 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 35913 members 
Mstep: Class 25 contains 30502 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 10077 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10617 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28700 members 
Mstep: Class 41 contains 6721 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 14929 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39508 members 
Mstep: Class 49 contains 35465 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14805 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13097 members 
Mstep: Class 59 contains 13781 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279592.000000 Penalty: 199966.156250
Iteration 249Q: 61 clusters Score -1.172796e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12866 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32594 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 38365 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34895 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 30502 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2065 members 
Mstep: Class 31 contains 10078 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10608 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28720 members 
Mstep: Class 41 contains 6708 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14927 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39509 members 
Mstep: Class 49 contains 35464 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14806 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13097 members 
Mstep: Class 59 contains 13796 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279696.000000 Penalty: 199966.156250
Iteration 250Q: 61 clusters Score -1.172797e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12867 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38301 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32596 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 38371 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34885 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 35895 members 
Mstep: Class 25 contains 30502 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10079 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8009 members 
Mstep: Class 35 contains 10610 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28739 members 
Mstep: Class 41 contains 6700 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14926 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39510 members 
Mstep: Class 49 contains 35459 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6424 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14807 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13097 members 
Mstep: Class 59 contains 13799 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279768.000000 Penalty: 199966.156250
Iteration 251Q: 61 clusters Score -1.172798e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32600 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 37814 members 
Mstep: Class 20 contains 38370 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34879 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 35882 members 
Mstep: Class 25 contains 30501 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8008 members 
Mstep: Class 35 contains 10605 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28760 members 
Mstep: Class 41 contains 6696 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14922 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39509 members 
Mstep: Class 49 contains 35455 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6422 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14807 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13096 members 
Mstep: Class 59 contains 13807 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279840.000000 Penalty: 199966.156250
Iteration 252Q: 61 clusters Score -1.172798e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32601 members 
Mstep: Class 11 contains 5368 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 37810 members 
Mstep: Class 20 contains 38375 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34885 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 35873 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3152 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10594 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28782 members 
Mstep: Class 41 contains 6684 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14923 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39512 members 
Mstep: Class 49 contains 35439 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6420 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14809 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13095 members 
Mstep: Class 59 contains 13811 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280040.000000 Penalty: 199966.156250
Iteration 253Q: 61 clusters Score -1.1728e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32604 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 38372 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34881 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 35865 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10584 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28808 members 
Mstep: Class 41 contains 6678 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14921 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39511 members 
Mstep: Class 49 contains 35437 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6412 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14810 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13094 members 
Mstep: Class 59 contains 13824 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279992.000000 Penalty: 199966.156250
Iteration 254Q: 61 clusters Score -1.1728e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12875 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38297 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32608 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11348 members 
Mstep: Class 19 contains 37811 members 
Mstep: Class 20 contains 38378 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34879 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 35848 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10572 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28832 members 
Mstep: Class 41 contains 6672 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14917 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39513 members 
Mstep: Class 49 contains 35437 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6409 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14809 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13093 members 
Mstep: Class 59 contains 13834 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280040.000000 Penalty: 199966.156250
Iteration 255Q: 61 clusters Score -1.1728e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12880 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38298 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 38387 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34867 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 35830 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 4057 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10558 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28859 members 
Mstep: Class 41 contains 6668 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14910 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39513 members 
Mstep: Class 49 contains 35437 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6412 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14810 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13091 members 
Mstep: Class 59 contains 13846 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280008.000000 Penalty: 199966.156250
Iteration 256Q: 61 clusters Score -1.1728e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38293 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32616 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 38387 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34862 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 35812 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3169 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 4057 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10545 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34001 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28886 members 
Mstep: Class 41 contains 6667 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14906 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39514 members 
Mstep: Class 49 contains 35437 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6411 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14811 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13860 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279824.000000 Penalty: 199966.156250
Iteration 257Q: 61 clusters Score -1.172798e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38291 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32620 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 38380 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 34856 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 35802 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4057 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10534 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28899 members 
Mstep: Class 41 contains 6668 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14902 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39515 members 
Mstep: Class 49 contains 35446 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6413 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14813 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13872 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279856.000000 Penalty: 199966.156250
Iteration 258Q: 61 clusters Score -1.172799e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 37804 members 
Mstep: Class 20 contains 38367 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34846 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 35800 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4057 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10530 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28920 members 
Mstep: Class 41 contains 6662 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14901 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39516 members 
Mstep: Class 49 contains 35449 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6414 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14814 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13885 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279728.000000 Penalty: 199966.156250
Iteration 259Q: 61 clusters Score -1.172797e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38289 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 5356 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 37802 members 
Mstep: Class 20 contains 38362 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34836 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 35784 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10531 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28933 members 
Mstep: Class 41 contains 6652 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14901 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39514 members 
Mstep: Class 49 contains 35450 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6419 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14816 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13903 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279688.000000 Penalty: 199966.156250
Iteration 260F: 61 clusters Score -1.172797e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38282 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 37802 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34835 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 35762 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10534 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28954 members 
Mstep: Class 41 contains 6645 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14900 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39515 members 
Mstep: Class 49 contains 35453 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6423 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14816 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13915 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279896.000000 Penalty: 199966.156250
Iteration 261Q: 61 clusters Score -1.172799e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32622 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37801 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34827 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 35753 members 
Mstep: Class 25 contains 30500 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4059 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10519 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28967 members 
Mstep: Class 41 contains 6638 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14899 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39515 members 
Mstep: Class 49 contains 35455 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6428 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14818 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13926 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279864.000000 Penalty: 199966.156250
Iteration 262Q: 61 clusters Score -1.172799e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 32324 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32624 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37797 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34819 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 35745 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4057 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10514 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28980 members 
Mstep: Class 41 contains 6633 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14897 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39515 members 
Mstep: Class 49 contains 35460 members 
Mstep: Class 50 contains 2239 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14820 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13090 members 
Mstep: Class 59 contains 13932 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279976.000000 Penalty: 199966.156250
Iteration 263Q: 61 clusters Score -1.1728e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38290 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32626 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37794 members 
Mstep: Class 20 contains 38351 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34816 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 35736 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10504 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 28993 members 
Mstep: Class 41 contains 6630 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14895 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39516 members 
Mstep: Class 49 contains 35464 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14821 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13089 members 
Mstep: Class 59 contains 13940 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279864.000000 Penalty: 199966.156250
Iteration 264Q: 61 clusters Score -1.172799e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12885 members 
Mstep: Class 4 contains 32327 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32627 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8781 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37788 members 
Mstep: Class 20 contains 38347 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34814 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 35726 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10503 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29006 members 
Mstep: Class 41 contains 6626 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 14894 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39516 members 
Mstep: Class 49 contains 35461 members 
Mstep: Class 50 contains 2238 members 
Mstep: Class 51 contains 6432 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14824 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13088 members 
Mstep: Class 59 contains 13947 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279912.000000 Penalty: 199966.156250
Iteration 265Q: 61 clusters Score -1.172799e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 32327 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38292 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32630 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37782 members 
Mstep: Class 20 contains 38347 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35715 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 10502 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29023 members 
Mstep: Class 41 contains 6621 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14891 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39516 members 
Mstep: Class 49 contains 35461 members 
Mstep: Class 50 contains 2241 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14827 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13087 members 
Mstep: Class 59 contains 13956 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279888.000000 Penalty: 199966.156250
Iteration 266Q: 61 clusters Score -1.172799e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 32328 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38290 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32632 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8786 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 38349 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34803 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 35702 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8006 members 
Mstep: Class 35 contains 10498 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34004 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29035 members 
Mstep: Class 41 contains 6619 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14890 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39518 members 
Mstep: Class 49 contains 35463 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6432 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14830 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13085 members 
Mstep: Class 59 contains 13963 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279800.000000 Penalty: 199966.156250
Iteration 267Q: 61 clusters Score -1.172798e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38291 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32634 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37769 members 
Mstep: Class 20 contains 38350 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34804 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 35684 members 
Mstep: Class 25 contains 30499 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4061 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29050 members 
Mstep: Class 41 contains 6618 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14888 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39520 members 
Mstep: Class 49 contains 35464 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6432 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13083 members 
Mstep: Class 59 contains 13974 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279808.000000 Penalty: 199966.156250
Iteration 268Q: 61 clusters Score -1.172798e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12891 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32635 members 
Mstep: Class 11 contains 5350 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37768 members 
Mstep: Class 20 contains 38335 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34805 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 30498 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29057 members 
Mstep: Class 41 contains 6616 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14887 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39521 members 
Mstep: Class 49 contains 35464 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6430 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13081 members 
Mstep: Class 59 contains 13992 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279912.000000 Penalty: 199966.156250
Iteration 269Q: 61 clusters Score -1.172799e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38299 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32636 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37767 members 
Mstep: Class 20 contains 38333 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34797 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 30495 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10485 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29067 members 
Mstep: Class 41 contains 6609 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39521 members 
Mstep: Class 49 contains 35458 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6431 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13080 members 
Mstep: Class 59 contains 14008 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279896.000000 Penalty: 199966.156250
Iteration 270Q: 61 clusters Score -1.172799e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12896 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38299 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37763 members 
Mstep: Class 20 contains 38326 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34797 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 35649 members 
Mstep: Class 25 contains 30492 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4066 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10489 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29083 members 
Mstep: Class 41 contains 6603 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14885 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39522 members 
Mstep: Class 49 contains 35457 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6428 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13079 members 
Mstep: Class 59 contains 14019 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279904.000000 Penalty: 199966.156250
Iteration 271Q: 61 clusters Score -1.172799e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12898 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38297 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37759 members 
Mstep: Class 20 contains 38319 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34795 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35641 members 
Mstep: Class 25 contains 30490 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10493 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29091 members 
Mstep: Class 41 contains 6600 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39522 members 
Mstep: Class 49 contains 35456 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6428 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14836 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13078 members 
Mstep: Class 59 contains 14032 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279752.000000 Penalty: 199966.156250
Iteration 272Q: 61 clusters Score -1.172798e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12898 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37757 members 
Mstep: Class 20 contains 38313 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34793 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 35635 members 
Mstep: Class 25 contains 30490 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10494 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29097 members 
Mstep: Class 41 contains 6591 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39524 members 
Mstep: Class 49 contains 35455 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13078 members 
Mstep: Class 59 contains 14049 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279744.000000 Penalty: 199966.156250
Iteration 273Q: 61 clusters Score -1.172797e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37753 members 
Mstep: Class 20 contains 38297 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34792 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 35622 members 
Mstep: Class 25 contains 30490 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10491 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29102 members 
Mstep: Class 41 contains 6585 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39524 members 
Mstep: Class 49 contains 35456 members 
Mstep: Class 50 contains 2242 members 
Mstep: Class 51 contains 6429 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13078 members 
Mstep: Class 59 contains 14073 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279960.000000 Penalty: 199966.156250
Iteration 274Q: 61 clusters Score -1.1728e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37749 members 
Mstep: Class 20 contains 38297 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34797 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 35613 members 
Mstep: Class 25 contains 30490 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10487 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29112 members 
Mstep: Class 41 contains 6579 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39525 members 
Mstep: Class 49 contains 35454 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 6428 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13076 members 
Mstep: Class 59 contains 14082 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279904.000000 Penalty: 199966.156250
Iteration 275Q: 61 clusters Score -1.172799e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38291 members 
Mstep: Class 7 contains 15065 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37748 members 
Mstep: Class 20 contains 38298 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34793 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 35607 members 
Mstep: Class 25 contains 30489 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10488 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29116 members 
Mstep: Class 41 contains 6574 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14886 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39525 members 
Mstep: Class 49 contains 35449 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 6427 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13075 members 
Mstep: Class 59 contains 14097 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279856.000000 Penalty: 199966.156250
Iteration 276Q: 61 clusters Score -1.172799e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38285 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32636 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8788 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37745 members 
Mstep: Class 20 contains 38299 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34788 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 35597 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3175 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10488 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29125 members 
Mstep: Class 41 contains 6570 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14884 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39525 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6430 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13075 members 
Mstep: Class 59 contains 14112 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279888.000000 Penalty: 199966.156250
Iteration 277Q: 61 clusters Score -1.172799e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38284 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32637 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8789 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37743 members 
Mstep: Class 20 contains 38298 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34785 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3175 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10484 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7127 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 29125 members 
Mstep: Class 41 contains 6564 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 14882 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39525 members 
Mstep: Class 49 contains 35455 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6432 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14833 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13075 members 
Mstep: Class 59 contains 14128 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279952.000000 Penalty: 199966.156250
Iteration 278Q: 61 clusters Score -1.1728e+08 nChanged 104
Entering ConstructFrom: 
Score: -117279952.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60339.734375 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60339.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60575.480469 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60575.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60720.222656 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60720.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60866.527344 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60866.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61003.976562 Penalty: 2995.966309
	Iteration 4F: 3 clusters Score -61003.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61125.195312 Penalty: 2995.966309
	Iteration 5F: 3 clusters Score -61125.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61211.816406 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -61211.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61273.808594 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -61273.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61286.343750 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61286.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61298.363281 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61298.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61299.496094 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61299.496094 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -61299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -504223.531250 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -504223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -501080.750000 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -501080.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -501846.718750 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -501846.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -502169.343750 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -502169.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -502450.687500 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -502450.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -502727.437500 Penalty: 3943.449219
	Iteration 4F: 3 clusters Score -502727.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -502956.406250 Penalty: 3943.449219
	Iteration 5F: 3 clusters Score -502956.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -503140.062500 Penalty: 3943.449219
	Iteration 6F: 3 clusters Score -503140.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -503226.656250 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -503226.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -503265.281250 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -503265.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -503289.875000 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -503289.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -503306.968750 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -503307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -503315.718750 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -503315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503317.500000 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -503317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -503317.906250 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -503317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503319.312500 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -503319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503320.093750 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -503320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -503320.093750 Penalty: 3943.449219
	Iteration 16F: 3 clusters Score -503320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Entering Unmasked Estep 
Score: -2197619.750000 Penalty: 2347.450195
	Iteration 0F: 2 clusters Score -2197620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2188163.000000 Penalty: 4694.900391
	Iteration 0F: 3 clusters Score -2188163 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2191214.250000 Penalty: 4694.900391
	Iteration 1F: 3 clusters Score -2191214 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2191851.750000 Penalty: 4694.900391
	Iteration 2F: 3 clusters Score -2191852 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2192386.500000 Penalty: 4694.900391
	Iteration 3F: 3 clusters Score -2192386 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2192790.750000 Penalty: 4694.900391
	Iteration 4F: 3 clusters Score -2192791 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2193128.250000 Penalty: 4694.900391
	Iteration 5Q: 3 clusters Score -2193128 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2193414.750000 Penalty: 4694.900391
	Iteration 6Q: 3 clusters Score -2193415 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2193697.500000 Penalty: 4694.900391
	Iteration 7Q: 3 clusters Score -2193698 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2193973.250000 Penalty: 4694.900391
	Iteration 8Q: 3 clusters Score -2193973 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2194234.000000 Penalty: 4694.900391
	Iteration 9Q: 3 clusters Score -2194234 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2194462.500000 Penalty: 4694.900391
	Iteration 10Q: 3 clusters Score -2194462 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2194701.750000 Penalty: 4694.900391
	Iteration 11Q: 3 clusters Score -2194702 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2194948.500000 Penalty: 4694.900391
	Iteration 12Q: 3 clusters Score -2194948 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2195192.000000 Penalty: 4694.900391
	Iteration 13Q: 3 clusters Score -2195192 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2195432.250000 Penalty: 4694.900391
	Iteration 14Q: 3 clusters Score -2195432 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2195631.500000 Penalty: 4694.900391
	Iteration 15Q: 3 clusters Score -2195632 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2195800.500000 Penalty: 4694.900391
	Iteration 16Q: 3 clusters Score -2195800 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2195963.750000 Penalty: 4694.900391
	Iteration 17Q: 3 clusters Score -2195964 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2196141.250000 Penalty: 4694.900391
	Iteration 18Q: 3 clusters Score -2196141 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2196352.750000 Penalty: 4694.900391
	Iteration 19Q: 3 clusters Score -2196353 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2196618.250000 Penalty: 4694.900391
	Iteration 20F: 3 clusters Score -2196618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2196818.750000 Penalty: 4694.900391
	Iteration 21Q: 3 clusters Score -2196819 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2196951.750000 Penalty: 4694.900391
	Iteration 22Q: 3 clusters Score -2196952 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2197058.250000 Penalty: 4694.900391
	Iteration 23Q: 3 clusters Score -2197058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2197141.000000 Penalty: 4694.900391
	Iteration 24Q: 3 clusters Score -2197141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2197198.250000 Penalty: 4694.900391
	Iteration 25Q: 3 clusters Score -2197198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2197245.250000 Penalty: 4694.900391
	Iteration 26Q: 3 clusters Score -2197245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2197296.500000 Penalty: 4694.900391
	Iteration 27Q: 3 clusters Score -2197296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2197328.000000 Penalty: 4694.900391
	Iteration 28Q: 3 clusters Score -2197328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2197366.250000 Penalty: 4694.900391
	Iteration 29Q: 3 clusters Score -2197366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2197391.500000 Penalty: 4694.900391
	Iteration 30Q: 3 clusters Score -2197392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2197420.000000 Penalty: 4694.900391
	Iteration 31Q: 3 clusters Score -2197420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2197436.500000 Penalty: 4694.900391
	Iteration 32Q: 3 clusters Score -2197436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2197453.750000 Penalty: 4694.900391
	Iteration 33Q: 3 clusters Score -2197454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2197464.000000 Penalty: 4694.900391
	Iteration 34Q: 3 clusters Score -2197464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2197474.250000 Penalty: 4694.900391
	Iteration 35Q: 3 clusters Score -2197474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2197480.000000 Penalty: 4694.900391
	Iteration 36Q: 3 clusters Score -2197480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2197488.000000 Penalty: 4694.900391
	Iteration 37Q: 3 clusters Score -2197488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2197492.750000 Penalty: 4694.900391
	Iteration 38Q: 3 clusters Score -2197493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2197497.000000 Penalty: 4694.900391
	Iteration 39Q: 3 clusters Score -2197497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2197505.500000 Penalty: 4694.900391
	Iteration 40F: 3 clusters Score -2197506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2197507.250000 Penalty: 4694.900391
	Iteration 41Q: 3 clusters Score -2197507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2197508.500000 Penalty: 4694.900391
	Iteration 42Q: 3 clusters Score -2197508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2197510.500000 Penalty: 4694.900391
	Iteration 43Q: 3 clusters Score -2197510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2197514.750000 Penalty: 4694.900391
	Iteration 44Q: 3 clusters Score -2197515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2197518.750000 Penalty: 4694.900391
	Iteration 45Q: 3 clusters Score -2197519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2197527.500000 Penalty: 4694.900391
	Iteration 46Q: 3 clusters Score -2197528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2197529.250000 Penalty: 4694.900391
	Iteration 47Q: 3 clusters Score -2197529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2197530.500000 Penalty: 4694.900391
	Iteration 48Q: 3 clusters Score -2197530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2197532.250000 Penalty: 4694.900391
	Iteration 49Q: 3 clusters Score -2197532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2197533.750000 Penalty: 4694.900391
	Iteration 50Q: 3 clusters Score -2197534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2197539.500000 Penalty: 4694.900391
	Iteration 51Q: 3 clusters Score -2197540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2197543.250000 Penalty: 4694.900391
	Iteration 52Q: 3 clusters Score -2197543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2197542.500000 Penalty: 4694.900391
	Iteration 53Q: 3 clusters Score -2197542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2197547.250000 Penalty: 4694.900391
	Iteration 54Q: 3 clusters Score -2197547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2197547.500000 Penalty: 4694.900391
	Iteration 55Q: 3 clusters Score -2197548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2197548.750000 Penalty: 4694.900391
	Iteration 56Q: 3 clusters Score -2197549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2197542.750000 Penalty: 4694.900391
	Iteration 57Q: 3 clusters Score -2197543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2197546.750000 Penalty: 4694.900391
	Iteration 58Q: 3 clusters Score -2197547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2197545.750000 Penalty: 4694.900391
	Iteration 59Q: 3 clusters Score -2197546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2197551.000000 Penalty: 4694.900391
	Iteration 60F: 3 clusters Score -2197551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2197553.750000 Penalty: 4694.900391
	Iteration 61Q: 3 clusters Score -2197554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2197552.250000 Penalty: 4694.900391
	Iteration 62Q: 3 clusters Score -2197552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2197550.500000 Penalty: 4694.900391
	Iteration 63Q: 3 clusters Score -2197550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2197550.500000 Penalty: 4694.900391
	Iteration 64F: 3 clusters Score -2197550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Entering Unmasked Estep 
Score: -5726837.000000 Penalty: 2575.200928
	Iteration 0F: 2 clusters Score -5726837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5704616.000000 Penalty: 5150.401855
	Iteration 0F: 3 clusters Score -5704616 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5712772.500000 Penalty: 5150.401855
	Iteration 1F: 3 clusters Score -5712772 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5713409.500000 Penalty: 5150.401855
	Iteration 2F: 3 clusters Score -5713410 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5714024.500000 Penalty: 5150.401855
	Iteration 3F: 3 clusters Score -5714024 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5714696.500000 Penalty: 5150.401855
	Iteration 4Q: 3 clusters Score -5714696 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5715335.500000 Penalty: 5150.401855
	Iteration 5Q: 3 clusters Score -5715336 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5715987.500000 Penalty: 5150.401855
	Iteration 6Q: 3 clusters Score -5715988 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5716669.000000 Penalty: 5150.401855
	Iteration 7Q: 3 clusters Score -5716669 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5717311.000000 Penalty: 5150.401855
	Iteration 8Q: 3 clusters Score -5717311 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5717827.500000 Penalty: 5150.401855
	Iteration 9Q: 3 clusters Score -5717828 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5718360.500000 Penalty: 5150.401855
	Iteration 10Q: 3 clusters Score -5718360 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5718848.500000 Penalty: 5150.401855
	Iteration 11Q: 3 clusters Score -5718848 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5719314.000000 Penalty: 5150.401855
	Iteration 12Q: 3 clusters Score -5719314 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5719768.500000 Penalty: 5150.401855
	Iteration 13Q: 3 clusters Score -5719768 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5720118.500000 Penalty: 5150.401855
	Iteration 14Q: 3 clusters Score -5720118 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5720420.000000 Penalty: 5150.401855
	Iteration 15Q: 3 clusters Score -5720420 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5720619.500000 Penalty: 5150.401855
	Iteration 16Q: 3 clusters Score -5720620 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5720829.000000 Penalty: 5150.401855
	Iteration 17Q: 3 clusters Score -5720829 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5720994.000000 Penalty: 5150.401855
	Iteration 18Q: 3 clusters Score -5720994 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5721124.500000 Penalty: 5150.401855
	Iteration 19Q: 3 clusters Score -5721124 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5721252.000000 Penalty: 5150.401855
	Iteration 20F: 3 clusters Score -5721252 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5721422.000000 Penalty: 5150.401855
	Iteration 21Q: 3 clusters Score -5721422 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5721528.500000 Penalty: 5150.401855
	Iteration 22Q: 3 clusters Score -5721528 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5721662.500000 Penalty: 5150.401855
	Iteration 23Q: 3 clusters Score -5721662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -5721796.000000 Penalty: 5150.401855
	Iteration 24Q: 3 clusters Score -5721796 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5721920.500000 Penalty: 5150.401855
	Iteration 25Q: 3 clusters Score -5721920 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5722073.000000 Penalty: 5150.401855
	Iteration 26Q: 3 clusters Score -5722073 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5722246.500000 Penalty: 5150.401855
	Iteration 27Q: 3 clusters Score -5722246 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5722449.500000 Penalty: 5150.401855
	Iteration 28Q: 3 clusters Score -5722450 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5722646.000000 Penalty: 5150.401855
	Iteration 29Q: 3 clusters Score -5722646 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5722809.000000 Penalty: 5150.401855
	Iteration 30Q: 3 clusters Score -5722809 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5722956.000000 Penalty: 5150.401855
	Iteration 31Q: 3 clusters Score -5722956 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5723113.000000 Penalty: 5150.401855
	Iteration 32Q: 3 clusters Score -5723113 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5723307.500000 Penalty: 5150.401855
	Iteration 33Q: 3 clusters Score -5723308 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -5723459.500000 Penalty: 5150.401855
	Iteration 34Q: 3 clusters Score -5723460 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5723592.500000 Penalty: 5150.401855
	Iteration 35Q: 3 clusters Score -5723592 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5723708.000000 Penalty: 5150.401855
	Iteration 36Q: 3 clusters Score -5723708 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5723846.500000 Penalty: 5150.401855
	Iteration 37Q: 3 clusters Score -5723846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5723968.500000 Penalty: 5150.401855
	Iteration 38Q: 3 clusters Score -5723968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5724053.000000 Penalty: 5150.401855
	Iteration 39Q: 3 clusters Score -5724053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -5724121.000000 Penalty: 5150.401855
	Iteration 40F: 3 clusters Score -5724121 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5724181.000000 Penalty: 5150.401855
	Iteration 41Q: 3 clusters Score -5724181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5724226.500000 Penalty: 5150.401855
	Iteration 42Q: 3 clusters Score -5724226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -5724253.000000 Penalty: 5150.401855
	Iteration 43Q: 3 clusters Score -5724253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -5724290.000000 Penalty: 5150.401855
	Iteration 44Q: 3 clusters Score -5724290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5724329.000000 Penalty: 5150.401855
	Iteration 45Q: 3 clusters Score -5724329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5724359.000000 Penalty: 5150.401855
	Iteration 46Q: 3 clusters Score -5724359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5724396.000000 Penalty: 5150.401855
	Iteration 47Q: 3 clusters Score -5724396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -5724411.500000 Penalty: 5150.401855
	Iteration 48Q: 3 clusters Score -5724412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -5724415.000000 Penalty: 5150.401855
	Iteration 49Q: 3 clusters Score -5724415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5724433.000000 Penalty: 5150.401855
	Iteration 50Q: 3 clusters Score -5724433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5724457.000000 Penalty: 5150.401855
	Iteration 51Q: 3 clusters Score -5724457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -5724472.500000 Penalty: 5150.401855
	Iteration 52Q: 3 clusters Score -5724472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5724487.500000 Penalty: 5150.401855
	Iteration 53Q: 3 clusters Score -5724488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5724506.500000 Penalty: 5150.401855
	Iteration 54Q: 3 clusters Score -5724506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -5724503.500000 Penalty: 5150.401855
	Iteration 55Q: 3 clusters Score -5724504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5724521.000000 Penalty: 5150.401855
	Iteration 56Q: 3 clusters Score -5724521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -5724539.500000 Penalty: 5150.401855
	Iteration 57Q: 3 clusters Score -5724540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5724544.000000 Penalty: 5150.401855
	Iteration 58Q: 3 clusters Score -5724544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -5724550.500000 Penalty: 5150.401855
	Iteration 59Q: 3 clusters Score -5724550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -5724559.000000 Penalty: 5150.401855
	Iteration 60F: 3 clusters Score -5724559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5724555.500000 Penalty: 5150.401855
	Iteration 61Q: 3 clusters Score -5724556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -5724557.500000 Penalty: 5150.401855
	Iteration 62Q: 3 clusters Score -5724558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5724566.500000 Penalty: 5150.401855
	Iteration 63Q: 3 clusters Score -5724566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5724564.500000 Penalty: 5150.401855
	Iteration 64Q: 3 clusters Score -5724564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5724560.000000 Penalty: 5150.401855
	Iteration 65Q: 3 clusters Score -5724560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5724560.000000 Penalty: 5150.401855
	Iteration 66F: 3 clusters Score -5724560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -383139.281250 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -383139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -380399.781250 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -380399.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380947.406250 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -380947.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -381148.281250 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -381148.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -381300.843750 Penalty: 3828.908691
	Iteration 3F: 3 clusters Score -381300.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -381407.062500 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -381407.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -381483.937500 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -381483.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -381539.781250 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -381539.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -381614.000000 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -381614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -381702.281250 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -381702.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -381779.500000 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -381779.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -381855.406250 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -381855.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -381917.062500 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -381917.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -381957.062500 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -381957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -381984.500000 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -381984.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -382002.468750 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -382002.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -382016.562500 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -382016.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -382031.281250 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -382031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -382044.937500 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -382044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -382051.875000 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -382051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382060.281250 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -382060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382064.812500 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -382064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -382064.875000 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -382064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382065.156250 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -382065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -382065.156250 Penalty: 3828.908691
	Iteration 23F: 3 clusters Score -382065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Entering Unmasked Estep 
Score: -6910861.500000 Penalty: 2617.117188
	Iteration 0F: 2 clusters Score -6910862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -6885823.500000 Penalty: 5234.234375
	Iteration 0F: 3 clusters Score -6885824 nChanged 17448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -6895352.500000 Penalty: 5234.234375
	Iteration 1F: 3 clusters Score -6895352 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -6895875.000000 Penalty: 5234.234375
	Iteration 2Q: 3 clusters Score -6895875 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -6896268.000000 Penalty: 5234.234375
	Iteration 3Q: 3 clusters Score -6896268 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -6896632.500000 Penalty: 5234.234375
	Iteration 4Q: 3 clusters Score -6896632 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -6896920.500000 Penalty: 5234.234375
	Iteration 5Q: 3 clusters Score -6896920 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6897237.500000 Penalty: 5234.234375
	Iteration 6Q: 3 clusters Score -6897238 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -6897611.000000 Penalty: 5234.234375
	Iteration 7Q: 3 clusters Score -6897611 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -6898101.000000 Penalty: 5234.234375
	Iteration 8Q: 3 clusters Score -6898101 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -6898760.500000 Penalty: 5234.234375
	Iteration 9Q: 3 clusters Score -6898760 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -6899779.500000 Penalty: 5234.234375
	Iteration 10Q: 3 clusters Score -6899780 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -6901003.000000 Penalty: 5234.234375
	Iteration 11Q: 3 clusters Score -6901003 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -6902304.500000 Penalty: 5234.234375
	Iteration 12Q: 3 clusters Score -6902304 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6903523.000000 Penalty: 5234.234375
	Iteration 13Q: 3 clusters Score -6903523 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -6904463.000000 Penalty: 5234.234375
	Iteration 14Q: 3 clusters Score -6904463 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -6905156.500000 Penalty: 5234.234375
	Iteration 15Q: 3 clusters Score -6905156 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6905716.000000 Penalty: 5234.234375
	Iteration 16Q: 3 clusters Score -6905716 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6906314.500000 Penalty: 5234.234375
	Iteration 17Q: 3 clusters Score -6906314 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6906804.500000 Penalty: 5234.234375
	Iteration 18Q: 3 clusters Score -6906804 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6907205.500000 Penalty: 5234.234375
	Iteration 19Q: 3 clusters Score -6907206 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6907570.000000 Penalty: 5234.234375
	Iteration 20F: 3 clusters Score -6907570 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6907851.500000 Penalty: 5234.234375
	Iteration 21Q: 3 clusters Score -6907852 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6908091.500000 Penalty: 5234.234375
	Iteration 22Q: 3 clusters Score -6908092 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6908308.500000 Penalty: 5234.234375
	Iteration 23Q: 3 clusters Score -6908308 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6908471.000000 Penalty: 5234.234375
	Iteration 24Q: 3 clusters Score -6908471 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6908573.500000 Penalty: 5234.234375
	Iteration 25Q: 3 clusters Score -6908574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6908585.500000 Penalty: 5234.234375
	Iteration 26Q: 3 clusters Score -6908586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6908637.000000 Penalty: 5234.234375
	Iteration 27Q: 3 clusters Score -6908637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6908656.000000 Penalty: 5234.234375
	Iteration 28Q: 3 clusters Score -6908656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6908682.500000 Penalty: 5234.234375
	Iteration 29Q: 3 clusters Score -6908682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6908679.000000 Penalty: 5234.234375
	Iteration 30Q: 3 clusters Score -6908679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6908700.000000 Penalty: 5234.234375
	Iteration 31Q: 3 clusters Score -6908700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6908701.000000 Penalty: 5234.234375
	Iteration 32Q: 3 clusters Score -6908701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6908703.500000 Penalty: 5234.234375
	Iteration 33Q: 3 clusters Score -6908704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6908715.000000 Penalty: 5234.234375
	Iteration 34Q: 3 clusters Score -6908715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6908720.000000 Penalty: 5234.234375
	Iteration 35Q: 3 clusters Score -6908720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6908720.500000 Penalty: 5234.234375
	Iteration 36Q: 3 clusters Score -6908720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6908724.500000 Penalty: 5234.234375
	Iteration 37Q: 3 clusters Score -6908724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6908728.000000 Penalty: 5234.234375
	Iteration 38Q: 3 clusters Score -6908728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6908721.500000 Penalty: 5234.234375
	Iteration 39Q: 3 clusters Score -6908722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6908724.500000 Penalty: 5234.234375
	Iteration 40F: 3 clusters Score -6908724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6908729.000000 Penalty: 5234.234375
	Iteration 41Q: 3 clusters Score -6908729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6908734.500000 Penalty: 5234.234375
	Iteration 42Q: 3 clusters Score -6908734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6908735.000000 Penalty: 5234.234375
	Iteration 43Q: 3 clusters Score -6908735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6908735.500000 Penalty: 5234.234375
	Iteration 44Q: 3 clusters Score -6908736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6908741.000000 Penalty: 5234.234375
	Iteration 45Q: 3 clusters Score -6908741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6908743.000000 Penalty: 5234.234375
	Iteration 46Q: 3 clusters Score -6908743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6908739.500000 Penalty: 5234.234375
	Iteration 47Q: 3 clusters Score -6908740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6908739.500000 Penalty: 5234.234375
	Iteration 48Q: 3 clusters Score -6908740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6908740.500000 Penalty: 5234.234375
	Iteration 49Q: 3 clusters Score -6908740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6908748.000000 Penalty: 5234.234375
	Iteration 50Q: 3 clusters Score -6908748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6908745.500000 Penalty: 5234.234375
	Iteration 51Q: 3 clusters Score -6908746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6908743.000000 Penalty: 5234.234375
	Iteration 52Q: 3 clusters Score -6908743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6908741.500000 Penalty: 5234.234375
	Iteration 53Q: 3 clusters Score -6908742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6908741.500000 Penalty: 5234.234375
	Iteration 54F: 3 clusters Score -6908742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -2558760.500000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -2558760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2548059.750000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -2548060 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2552449.500000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -2552450 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2553548.500000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -2553548 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2554701.750000 Penalty: 4771.683105
	Iteration 3F: 3 clusters Score -2554702 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2555664.500000 Penalty: 4771.683105
	Iteration 4F: 3 clusters Score -2555664 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2556295.500000 Penalty: 4771.683105
	Iteration 5F: 3 clusters Score -2556296 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2556640.750000 Penalty: 4771.683105
	Iteration 6Q: 3 clusters Score -2556641 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2556868.750000 Penalty: 4771.683105
	Iteration 7Q: 3 clusters Score -2556869 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2557015.000000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -2557015 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2557132.750000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -2557133 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2557212.250000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -2557212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2557259.500000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -2557260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2557311.750000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -2557312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2557369.750000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -2557370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2557435.500000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -2557436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2557508.250000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -2557508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2557586.750000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -2557587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2557650.500000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -2557650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2557682.500000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -2557682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2557717.750000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -2557718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2557731.250000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -2557731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2557756.750000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -2557757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2557766.750000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -2557767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2557784.750000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -2557785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2557805.500000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -2557806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2557820.250000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -2557820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2557826.250000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -2557826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2557839.000000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -2557839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2557850.750000 Penalty: 4771.683105
	Iteration 28Q: 3 clusters Score -2557851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2557853.000000 Penalty: 4771.683105
	Iteration 29Q: 3 clusters Score -2557853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2557870.250000 Penalty: 4771.683105
	Iteration 30Q: 3 clusters Score -2557870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2557882.000000 Penalty: 4771.683105
	Iteration 31Q: 3 clusters Score -2557882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2557888.500000 Penalty: 4771.683105
	Iteration 32Q: 3 clusters Score -2557888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2557895.000000 Penalty: 4771.683105
	Iteration 33Q: 3 clusters Score -2557895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2557904.000000 Penalty: 4771.683105
	Iteration 34Q: 3 clusters Score -2557904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2557905.500000 Penalty: 4771.683105
	Iteration 35Q: 3 clusters Score -2557906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2557918.250000 Penalty: 4771.683105
	Iteration 36Q: 3 clusters Score -2557918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2557924.250000 Penalty: 4771.683105
	Iteration 37Q: 3 clusters Score -2557924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2557924.500000 Penalty: 4771.683105
	Iteration 38Q: 3 clusters Score -2557924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2557927.250000 Penalty: 4771.683105
	Iteration 39Q: 3 clusters Score -2557927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2557932.750000 Penalty: 4771.683105
	Iteration 40F: 3 clusters Score -2557933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2557938.500000 Penalty: 4771.683105
	Iteration 41Q: 3 clusters Score -2557938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2557944.500000 Penalty: 4771.683105
	Iteration 42Q: 3 clusters Score -2557944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2557951.250000 Penalty: 4771.683105
	Iteration 43Q: 3 clusters Score -2557951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2557957.250000 Penalty: 4771.683105
	Iteration 44Q: 3 clusters Score -2557957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2557963.250000 Penalty: 4771.683105
	Iteration 45Q: 3 clusters Score -2557963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2557973.750000 Penalty: 4771.683105
	Iteration 46Q: 3 clusters Score -2557974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2557979.750000 Penalty: 4771.683105
	Iteration 47Q: 3 clusters Score -2557980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2557981.000000 Penalty: 4771.683105
	Iteration 48Q: 3 clusters Score -2557981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2557985.000000 Penalty: 4771.683105
	Iteration 49Q: 3 clusters Score -2557985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2557990.750000 Penalty: 4771.683105
	Iteration 50Q: 3 clusters Score -2557991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2557998.750000 Penalty: 4771.683105
	Iteration 51Q: 3 clusters Score -2557999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2558006.750000 Penalty: 4771.683105
	Iteration 52Q: 3 clusters Score -2558007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2558007.250000 Penalty: 4771.683105
	Iteration 53Q: 3 clusters Score -2558007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2558018.500000 Penalty: 4771.683105
	Iteration 54Q: 3 clusters Score -2558018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2558033.250000 Penalty: 4771.683105
	Iteration 55Q: 3 clusters Score -2558033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2558036.750000 Penalty: 4771.683105
	Iteration 56Q: 3 clusters Score -2558037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2558039.000000 Penalty: 4771.683105
	Iteration 57Q: 3 clusters Score -2558039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2558044.000000 Penalty: 4771.683105
	Iteration 58Q: 3 clusters Score -2558044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2558049.250000 Penalty: 4771.683105
	Iteration 59Q: 3 clusters Score -2558049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2558051.750000 Penalty: 4771.683105
	Iteration 60F: 3 clusters Score -2558052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2558058.250000 Penalty: 4771.683105
	Iteration 61Q: 3 clusters Score -2558058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2558058.750000 Penalty: 4771.683105
	Iteration 62Q: 3 clusters Score -2558059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2558056.500000 Penalty: 4771.683105
	Iteration 63Q: 3 clusters Score -2558056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2558060.000000 Penalty: 4771.683105
	Iteration 64Q: 3 clusters Score -2558060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2558071.000000 Penalty: 4771.683105
	Iteration 65Q: 3 clusters Score -2558071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2558073.500000 Penalty: 4771.683105
	Iteration 66Q: 3 clusters Score -2558074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2558076.750000 Penalty: 4771.683105
	Iteration 67Q: 3 clusters Score -2558077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2558082.250000 Penalty: 4771.683105
	Iteration 68Q: 3 clusters Score -2558082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2558084.500000 Penalty: 4771.683105
	Iteration 69Q: 3 clusters Score -2558084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2558081.250000 Penalty: 4771.683105
	Iteration 70Q: 3 clusters Score -2558081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2558096.000000 Penalty: 4771.683105
	Iteration 71Q: 3 clusters Score -2558096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2558101.000000 Penalty: 4771.683105
	Iteration 72Q: 3 clusters Score -2558101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2558105.750000 Penalty: 4771.683105
	Iteration 73Q: 3 clusters Score -2558106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2558116.000000 Penalty: 4771.683105
	Iteration 74Q: 3 clusters Score -2558116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2558120.000000 Penalty: 4771.683105
	Iteration 75Q: 3 clusters Score -2558120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2558116.500000 Penalty: 4771.683105
	Iteration 76Q: 3 clusters Score -2558116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2558120.250000 Penalty: 4771.683105
	Iteration 77Q: 3 clusters Score -2558120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2558120.750000 Penalty: 4771.683105
	Iteration 78Q: 3 clusters Score -2558121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2558121.500000 Penalty: 4771.683105
	Iteration 79Q: 3 clusters Score -2558122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2558122.500000 Penalty: 4771.683105
	Iteration 80F: 3 clusters Score -2558122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2558121.750000 Penalty: 4771.683105
	Iteration 81Q: 3 clusters Score -2558122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2558123.000000 Penalty: 4771.683105
	Iteration 82Q: 3 clusters Score -2558123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2558129.250000 Penalty: 4771.683105
	Iteration 83Q: 3 clusters Score -2558129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2558129.500000 Penalty: 4771.683105
	Iteration 84Q: 3 clusters Score -2558130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2558132.000000 Penalty: 4771.683105
	Iteration 85Q: 3 clusters Score -2558132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2558134.500000 Penalty: 4771.683105
	Iteration 86Q: 3 clusters Score -2558134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2558143.500000 Penalty: 4771.683105
	Iteration 87Q: 3 clusters Score -2558144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2558146.750000 Penalty: 4771.683105
	Iteration 88Q: 3 clusters Score -2558147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2558148.000000 Penalty: 4771.683105
	Iteration 89Q: 3 clusters Score -2558148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2558147.500000 Penalty: 4771.683105
	Iteration 90Q: 3 clusters Score -2558148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2558149.500000 Penalty: 4771.683105
	Iteration 91Q: 3 clusters Score -2558150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2558149.500000 Penalty: 4771.683105
	Iteration 92Q: 3 clusters Score -2558150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2558150.750000 Penalty: 4771.683105
	Iteration 93Q: 3 clusters Score -2558151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2558158.250000 Penalty: 4771.683105
	Iteration 94Q: 3 clusters Score -2558158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2558162.000000 Penalty: 4771.683105
	Iteration 95Q: 3 clusters Score -2558162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2558164.000000 Penalty: 4771.683105
	Iteration 96Q: 3 clusters Score -2558164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2558167.500000 Penalty: 4771.683105
	Iteration 97Q: 3 clusters Score -2558168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2558173.250000 Penalty: 4771.683105
	Iteration 98Q: 3 clusters Score -2558173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2558172.250000 Penalty: 4771.683105
	Iteration 99Q: 3 clusters Score -2558172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2558174.000000 Penalty: 4771.683105
	Iteration 100F: 3 clusters Score -2558174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2558182.750000 Penalty: 4771.683105
	Iteration 101Q: 3 clusters Score -2558183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2558185.750000 Penalty: 4771.683105
	Iteration 102Q: 3 clusters Score -2558186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2558188.500000 Penalty: 4771.683105
	Iteration 103Q: 3 clusters Score -2558188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2558190.750000 Penalty: 4771.683105
	Iteration 104Q: 3 clusters Score -2558191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2558190.250000 Penalty: 4771.683105
	Iteration 105Q: 3 clusters Score -2558190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2558193.250000 Penalty: 4771.683105
	Iteration 106Q: 3 clusters Score -2558193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2558197.500000 Penalty: 4771.683105
	Iteration 107Q: 3 clusters Score -2558198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2558198.250000 Penalty: 4771.683105
	Iteration 108Q: 3 clusters Score -2558198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2558198.750000 Penalty: 4771.683105
	Iteration 109Q: 3 clusters Score -2558199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2558202.000000 Penalty: 4771.683105
	Iteration 110Q: 3 clusters Score -2558202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2558207.500000 Penalty: 4771.683105
	Iteration 111Q: 3 clusters Score -2558208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2558208.500000 Penalty: 4771.683105
	Iteration 112Q: 3 clusters Score -2558208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2558204.500000 Penalty: 4771.683105
	Iteration 113Q: 3 clusters Score -2558204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2558208.250000 Penalty: 4771.683105
	Iteration 114Q: 3 clusters Score -2558208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2558212.750000 Penalty: 4771.683105
	Iteration 115Q: 3 clusters Score -2558213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2558216.250000 Penalty: 4771.683105
	Iteration 116Q: 3 clusters Score -2558216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2558221.750000 Penalty: 4771.683105
	Iteration 117Q: 3 clusters Score -2558222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2558227.750000 Penalty: 4771.683105
	Iteration 118Q: 3 clusters Score -2558228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2558230.250000 Penalty: 4771.683105
	Iteration 119Q: 3 clusters Score -2558230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2558239.500000 Penalty: 4771.683105
	Iteration 120F: 3 clusters Score -2558240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2558241.750000 Penalty: 4771.683105
	Iteration 121Q: 3 clusters Score -2558242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2558248.500000 Penalty: 4771.683105
	Iteration 122Q: 3 clusters Score -2558248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2558249.500000 Penalty: 4771.683105
	Iteration 123Q: 3 clusters Score -2558250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2558250.750000 Penalty: 4771.683105
	Iteration 124Q: 3 clusters Score -2558251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2558253.250000 Penalty: 4771.683105
	Iteration 125Q: 3 clusters Score -2558253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2558260.250000 Penalty: 4771.683105
	Iteration 126Q: 3 clusters Score -2558260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2558260.000000 Penalty: 4771.683105
	Iteration 127Q: 3 clusters Score -2558260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2558271.750000 Penalty: 4771.683105
	Iteration 128Q: 3 clusters Score -2558272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2558269.000000 Penalty: 4771.683105
	Iteration 129Q: 3 clusters Score -2558269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2558270.500000 Penalty: 4771.683105
	Iteration 130Q: 3 clusters Score -2558270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2558270.250000 Penalty: 4771.683105
	Iteration 131Q: 3 clusters Score -2558270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2558270.750000 Penalty: 4771.683105
	Iteration 132Q: 3 clusters Score -2558271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2558274.250000 Penalty: 4771.683105
	Iteration 133Q: 3 clusters Score -2558274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2558271.750000 Penalty: 4771.683105
	Iteration 134Q: 3 clusters Score -2558272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2558275.500000 Penalty: 4771.683105
	Iteration 135Q: 3 clusters Score -2558276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2558273.000000 Penalty: 4771.683105
	Iteration 136Q: 3 clusters Score -2558273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2558272.500000 Penalty: 4771.683105
	Iteration 137Q: 3 clusters Score -2558272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2558273.500000 Penalty: 4771.683105
	Iteration 138Q: 3 clusters Score -2558274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2558276.750000 Penalty: 4771.683105
	Iteration 139Q: 3 clusters Score -2558277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2558273.750000 Penalty: 4771.683105
	Iteration 140F: 3 clusters Score -2558274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2558274.500000 Penalty: 4771.683105
	Iteration 141Q: 3 clusters Score -2558274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2558274.500000 Penalty: 4771.683105
	Iteration 142F: 3 clusters Score -2558274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -707263.750000 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -707263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -703189.562500 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -703189.6 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -704213.187500 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -704213.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -704547.625000 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -704547.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -704905.062500 Penalty: 4150.872070
	Iteration 3F: 3 clusters Score -704905.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -705257.437500 Penalty: 4150.872070
	Iteration 4F: 3 clusters Score -705257.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -705582.000000 Penalty: 4150.872070
	Iteration 5F: 3 clusters Score -705582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -705865.250000 Penalty: 4150.872070
	Iteration 6F: 3 clusters Score -705865.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -706120.062500 Penalty: 4150.872070
	Iteration 7F: 3 clusters Score -706120.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -706318.875000 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -706318.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -706538.687500 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -706538.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -706684.625000 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -706684.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -706802.500000 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -706802.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -706892.125000 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -706892.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -706955.875000 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -706955.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -707002.125000 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -707002.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -707046.437500 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -707046.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -707088.562500 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -707088.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -707132.562500 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -707132.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -707174.750000 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -707174.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -707214.500000 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -707214.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -707247.187500 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -707247.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -707264.875000 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -707264.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707273.187500 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -707273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -707276.812500 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -707276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -707279.000000 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -707279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -707281.062500 Penalty: 4150.872070
	Iteration 25Q: 3 clusters Score -707281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -707287.500000 Penalty: 4150.872070
	Iteration 26Q: 3 clusters Score -707287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -707290.875000 Penalty: 4150.872070
	Iteration 27Q: 3 clusters Score -707290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -707293.625000 Penalty: 4150.872070
	Iteration 28Q: 3 clusters Score -707293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -707296.187500 Penalty: 4150.872070
	Iteration 29Q: 3 clusters Score -707296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -707298.187500 Penalty: 4150.872070
	Iteration 30Q: 3 clusters Score -707298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -707300.437500 Penalty: 4150.872070
	Iteration 31Q: 3 clusters Score -707300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707303.125000 Penalty: 4150.872070
	Iteration 32Q: 3 clusters Score -707303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707303.562500 Penalty: 4150.872070
	Iteration 33Q: 3 clusters Score -707303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -707304.625000 Penalty: 4150.872070
	Iteration 34Q: 3 clusters Score -707304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -707304.562500 Penalty: 4150.872070
	Iteration 35Q: 3 clusters Score -707304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -707305.312500 Penalty: 4150.872070
	Iteration 36Q: 3 clusters Score -707305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -707305.312500 Penalty: 4150.872070
	Iteration 37F: 3 clusters Score -707305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2471 members 
Entering Unmasked Estep 
Score: -117278672.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117279952.000000 to -117278672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157918.687500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156086.781250 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -156086.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156348.203125 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -156348.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156436.812500 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -156436.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156486.953125 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -156487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156503.906250 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -156503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156508.171875 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156512.890625 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156517.000000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156518.671875 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -156520.250000 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156520.828125 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156520.828125 Penalty: 3376.735596
	Iteration 11F: 3 clusters Score -156520.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Entering Unmasked Estep 
Score: -5820677.500000 Penalty: 2577.529297
	Iteration 0F: 2 clusters Score -5820678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5798619.500000 Penalty: 5155.058594
	Iteration 0F: 3 clusters Score -5798620 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5806624.500000 Penalty: 5155.058594
	Iteration 1F: 3 clusters Score -5806624 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5807156.500000 Penalty: 5155.058594
	Iteration 2Q: 3 clusters Score -5807156 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5807624.000000 Penalty: 5155.058594
	Iteration 3Q: 3 clusters Score -5807624 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5808169.500000 Penalty: 5155.058594
	Iteration 4Q: 3 clusters Score -5808170 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5808728.000000 Penalty: 5155.058594
	Iteration 5Q: 3 clusters Score -5808728 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -5809423.500000 Penalty: 5155.058594
	Iteration 6Q: 3 clusters Score -5809424 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -5810295.000000 Penalty: 5155.058594
	Iteration 7Q: 3 clusters Score -5810295 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5811339.500000 Penalty: 5155.058594
	Iteration 8F: 3 clusters Score -5811340 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5812489.000000 Penalty: 5155.058594
	Iteration 9F: 3 clusters Score -5812489 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5813665.500000 Penalty: 5155.058594
	Iteration 10Q: 3 clusters Score -5813666 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5814714.500000 Penalty: 5155.058594
	Iteration 11Q: 3 clusters Score -5814714 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5815659.000000 Penalty: 5155.058594
	Iteration 12Q: 3 clusters Score -5815659 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5816497.000000 Penalty: 5155.058594
	Iteration 13Q: 3 clusters Score -5816497 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5817100.500000 Penalty: 5155.058594
	Iteration 14Q: 3 clusters Score -5817100 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5817493.500000 Penalty: 5155.058594
	Iteration 15Q: 3 clusters Score -5817494 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5817811.500000 Penalty: 5155.058594
	Iteration 16Q: 3 clusters Score -5817812 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5818013.500000 Penalty: 5155.058594
	Iteration 17Q: 3 clusters Score -5818014 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5818177.500000 Penalty: 5155.058594
	Iteration 18Q: 3 clusters Score -5818178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5818255.500000 Penalty: 5155.058594
	Iteration 19Q: 3 clusters Score -5818256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5818327.500000 Penalty: 5155.058594
	Iteration 20F: 3 clusters Score -5818328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5818372.000000 Penalty: 5155.058594
	Iteration 21Q: 3 clusters Score -5818372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5818402.000000 Penalty: 5155.058594
	Iteration 22Q: 3 clusters Score -5818402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5818425.000000 Penalty: 5155.058594
	Iteration 23Q: 3 clusters Score -5818425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5818440.000000 Penalty: 5155.058594
	Iteration 24Q: 3 clusters Score -5818440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5818451.000000 Penalty: 5155.058594
	Iteration 25Q: 3 clusters Score -5818451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5818459.000000 Penalty: 5155.058594
	Iteration 26Q: 3 clusters Score -5818459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5818474.000000 Penalty: 5155.058594
	Iteration 27Q: 3 clusters Score -5818474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5818474.500000 Penalty: 5155.058594
	Iteration 28Q: 3 clusters Score -5818474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5818482.000000 Penalty: 5155.058594
	Iteration 29Q: 3 clusters Score -5818482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5818484.000000 Penalty: 5155.058594
	Iteration 30Q: 3 clusters Score -5818484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5818487.500000 Penalty: 5155.058594
	Iteration 31Q: 3 clusters Score -5818488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5818487.500000 Penalty: 5155.058594
	Iteration 32Q: 3 clusters Score -5818488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5818490.500000 Penalty: 5155.058594
	Iteration 33Q: 3 clusters Score -5818490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5818488.000000 Penalty: 5155.058594
	Iteration 34Q: 3 clusters Score -5818488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5818494.000000 Penalty: 5155.058594
	Iteration 35Q: 3 clusters Score -5818494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5818495.000000 Penalty: 5155.058594
	Iteration 36Q: 3 clusters Score -5818495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5818499.000000 Penalty: 5155.058594
	Iteration 37Q: 3 clusters Score -5818499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5818502.000000 Penalty: 5155.058594
	Iteration 38Q: 3 clusters Score -5818502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5818502.000000 Penalty: 5155.058594
	Iteration 39Q: 3 clusters Score -5818502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5818501.000000 Penalty: 5155.058594
	Iteration 40F: 3 clusters Score -5818501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5818504.500000 Penalty: 5155.058594
	Iteration 41Q: 3 clusters Score -5818504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5818506.000000 Penalty: 5155.058594
	Iteration 42Q: 3 clusters Score -5818506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5818508.500000 Penalty: 5155.058594
	Iteration 43Q: 3 clusters Score -5818508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5818508.000000 Penalty: 5155.058594
	Iteration 44Q: 3 clusters Score -5818508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5818504.500000 Penalty: 5155.058594
	Iteration 45Q: 3 clusters Score -5818504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5818507.000000 Penalty: 5155.058594
	Iteration 46Q: 3 clusters Score -5818507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5818509.000000 Penalty: 5155.058594
	Iteration 47Q: 3 clusters Score -5818509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5818507.000000 Penalty: 5155.058594
	Iteration 48Q: 3 clusters Score -5818507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5818511.500000 Penalty: 5155.058594
	Iteration 49Q: 3 clusters Score -5818512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5818509.000000 Penalty: 5155.058594
	Iteration 50Q: 3 clusters Score -5818509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5818509.000000 Penalty: 5155.058594
	Iteration 51F: 3 clusters Score -5818509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Entering Unmasked Estep 
Score: -863657.625000 Penalty: 2128.672119
	Iteration 0F: 2 clusters Score -863657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -858873.812500 Penalty: 4257.344238
	Iteration 0F: 3 clusters Score -858873.8 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -860694.125000 Penalty: 4257.344238
	Iteration 1F: 3 clusters Score -860694.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -861807.750000 Penalty: 4257.344238
	Iteration 2F: 3 clusters Score -861807.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -862796.062500 Penalty: 4257.344238
	Iteration 3F: 3 clusters Score -862796.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -863505.187500 Penalty: 4257.344238
	Iteration 4F: 3 clusters Score -863505.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -863831.312500 Penalty: 4257.344238
	Iteration 5F: 3 clusters Score -863831.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -863969.187500 Penalty: 4257.344238
	Iteration 6Q: 3 clusters Score -863969.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -864021.812500 Penalty: 4257.344238
	Iteration 7Q: 3 clusters Score -864021.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -864040.500000 Penalty: 4257.344238
	Iteration 8Q: 3 clusters Score -864040.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -864050.500000 Penalty: 4257.344238
	Iteration 9Q: 3 clusters Score -864050.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -864060.375000 Penalty: 4257.344238
	Iteration 10Q: 3 clusters Score -864060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -864064.125000 Penalty: 4257.344238
	Iteration 11Q: 3 clusters Score -864064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -864069.875000 Penalty: 4257.344238
	Iteration 12Q: 3 clusters Score -864069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -864092.062500 Penalty: 4257.344238
	Iteration 13Q: 3 clusters Score -864092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -864108.625000 Penalty: 4257.344238
	Iteration 14Q: 3 clusters Score -864108.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -864116.375000 Penalty: 4257.344238
	Iteration 15Q: 3 clusters Score -864116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -864122.562500 Penalty: 4257.344238
	Iteration 16Q: 3 clusters Score -864122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -864130.375000 Penalty: 4257.344238
	Iteration 17Q: 3 clusters Score -864130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -864132.750000 Penalty: 4257.344238
	Iteration 18Q: 3 clusters Score -864132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -864132.937500 Penalty: 4257.344238
	Iteration 19Q: 3 clusters Score -864132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -864134.312500 Penalty: 4257.344238
	Iteration 20F: 3 clusters Score -864134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -864134.250000 Penalty: 4257.344238
	Iteration 21Q: 3 clusters Score -864134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -864134.687500 Penalty: 4257.344238
	Iteration 22Q: 3 clusters Score -864134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -864134.687500 Penalty: 4257.344238
	Iteration 23F: 3 clusters Score -864134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2049 members 
Entering Unmasked Estep 
Score: -117279336.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117279952.000000 to -117279336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48957.175781 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -48957.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49351.886719 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49351.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49677.371094 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49677.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49998.640625 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -49998.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50157.046875 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -50157.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50271.925781 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50271.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50295.742188 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50295.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50305.894531 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50305.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50312.671875 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50312.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50314.609375 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -50314.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50314.609375 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -50314.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 184 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 180 members 
Entering Unmasked Estep 
Score: -117278272.000000 Penalty: 203298.921875
Splitting cluster 12 changes total score from -117279952.000000 to -117278272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -489823.000000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -489823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -486673.156250 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -486673.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -487317.218750 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -487317.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -487507.843750 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -487507.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -487652.250000 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -487652.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -487767.781250 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -487767.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -487853.625000 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -487853.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -487935.968750 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -487936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -488009.343750 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -488009.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -488087.062500 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -488087.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -488158.062500 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -488158.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -488216.750000 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -488216.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -488265.687500 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -488265.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -488300.000000 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -488300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -488326.031250 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -488326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -488351.968750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -488352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -488369.156250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -488369.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -488388.875000 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -488388.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -488405.281250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -488405.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -488417.093750 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -488417.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -488424.437500 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -488424.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -488432.093750 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -488432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -488437.156250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -488437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -488438.718750 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -488438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -488440.250000 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -488440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -488444.343750 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -488444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -488444.875000 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -488444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -488444.250000 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -488444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -488444.250000 Penalty: 3952.114746
	Iteration 27F: 3 clusters Score -488444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -71555.773438 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -71555.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70121.570312 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -70121.57 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70333.742188 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -70333.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70550.734375 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -70550.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70811.437500 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -70811.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70946.023438 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -70946.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71108.414062 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -71108.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71206.804688 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -71206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71279.960938 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -71279.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71327.187500 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -71327.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71346.484375 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -71346.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71348.875000 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -71348.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71352.406250 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -71352.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71352.406250 Penalty: 3046.450439
	Iteration 12F: 3 clusters Score -71352.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -40527.085938 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -40527.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39376.988281 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -39376.99 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39820.761719 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -39820.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40065.167969 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -40065.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40148.464844 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -40148.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40218.183594 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -40218.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40247.777344 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -40247.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40254.503906 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -40254.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40254.503906 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -40254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Entering Unmasked Estep 
Score: -2093931.875000 Penalty: 2328.303223
	Iteration 0F: 2 clusters Score -2093932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2085057.125000 Penalty: 4656.606445
	Iteration 0F: 3 clusters Score -2085057 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2087688.625000 Penalty: 4656.606445
	Iteration 1F: 3 clusters Score -2087689 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2088065.125000 Penalty: 4656.606445
	Iteration 2F: 3 clusters Score -2088065 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2088399.625000 Penalty: 4656.606445
	Iteration 3F: 3 clusters Score -2088400 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2088698.000000 Penalty: 4656.606445
	Iteration 4Q: 3 clusters Score -2088698 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2089074.125000 Penalty: 4656.606445
	Iteration 5F: 3 clusters Score -2089074 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2089531.250000 Penalty: 4656.606445
	Iteration 6F: 3 clusters Score -2089531 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2090031.750000 Penalty: 4656.606445
	Iteration 7F: 3 clusters Score -2090032 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2090495.375000 Penalty: 4656.606445
	Iteration 8F: 3 clusters Score -2090495 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2090899.250000 Penalty: 4656.606445
	Iteration 9Q: 3 clusters Score -2090899 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2091196.375000 Penalty: 4656.606445
	Iteration 10Q: 3 clusters Score -2091196 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2091415.375000 Penalty: 4656.606445
	Iteration 11Q: 3 clusters Score -2091415 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2091571.250000 Penalty: 4656.606445
	Iteration 12Q: 3 clusters Score -2091571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2091675.625000 Penalty: 4656.606445
	Iteration 13Q: 3 clusters Score -2091676 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2091755.750000 Penalty: 4656.606445
	Iteration 14Q: 3 clusters Score -2091756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2091822.750000 Penalty: 4656.606445
	Iteration 15Q: 3 clusters Score -2091823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2091865.375000 Penalty: 4656.606445
	Iteration 16Q: 3 clusters Score -2091865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2091904.500000 Penalty: 4656.606445
	Iteration 17Q: 3 clusters Score -2091904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2091937.250000 Penalty: 4656.606445
	Iteration 18Q: 3 clusters Score -2091937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2091952.375000 Penalty: 4656.606445
	Iteration 19Q: 3 clusters Score -2091952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2091969.750000 Penalty: 4656.606445
	Iteration 20F: 3 clusters Score -2091970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2091978.000000 Penalty: 4656.606445
	Iteration 21Q: 3 clusters Score -2091978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2091986.250000 Penalty: 4656.606445
	Iteration 22Q: 3 clusters Score -2091986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2091995.000000 Penalty: 4656.606445
	Iteration 23Q: 3 clusters Score -2091995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2091997.000000 Penalty: 4656.606445
	Iteration 24Q: 3 clusters Score -2091997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2091997.125000 Penalty: 4656.606445
	Iteration 25Q: 3 clusters Score -2091997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2092009.125000 Penalty: 4656.606445
	Iteration 26Q: 3 clusters Score -2092009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2092010.500000 Penalty: 4656.606445
	Iteration 27Q: 3 clusters Score -2092010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2092014.625000 Penalty: 4656.606445
	Iteration 28Q: 3 clusters Score -2092015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2092018.875000 Penalty: 4656.606445
	Iteration 29Q: 3 clusters Score -2092019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2092023.000000 Penalty: 4656.606445
	Iteration 30Q: 3 clusters Score -2092023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2092026.250000 Penalty: 4656.606445
	Iteration 31Q: 3 clusters Score -2092026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2092039.750000 Penalty: 4656.606445
	Iteration 32Q: 3 clusters Score -2092040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2092045.125000 Penalty: 4656.606445
	Iteration 33Q: 3 clusters Score -2092045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2092051.250000 Penalty: 4656.606445
	Iteration 34Q: 3 clusters Score -2092051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2092053.875000 Penalty: 4656.606445
	Iteration 35Q: 3 clusters Score -2092054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2092060.125000 Penalty: 4656.606445
	Iteration 36Q: 3 clusters Score -2092060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2092060.250000 Penalty: 4656.606445
	Iteration 37Q: 3 clusters Score -2092060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2092063.375000 Penalty: 4656.606445
	Iteration 38Q: 3 clusters Score -2092063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2092064.875000 Penalty: 4656.606445
	Iteration 39Q: 3 clusters Score -2092065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2092064.875000 Penalty: 4656.606445
	Iteration 40F: 3 clusters Score -2092065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1543307.500000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1543308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1536400.375000 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1536400 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1538272.625000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1538273 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1538545.000000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1538545 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1538790.500000 Penalty: 4504.359863
	Iteration 3F: 3 clusters Score -1538790 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1539000.750000 Penalty: 4504.359863
	Iteration 4Q: 3 clusters Score -1539001 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1539199.250000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -1539199 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1539421.250000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1539421 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1539690.750000 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1539691 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1539964.625000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1539965 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1540239.375000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1540239 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1540471.625000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1540472 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1540661.375000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1540661 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1540799.000000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1540799 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1540929.125000 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1540929 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1541035.375000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1541035 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1541111.125000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1541111 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1541176.750000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1541177 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1541230.125000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1541230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1541279.375000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1541279 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1541331.125000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1541331 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1541393.750000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1541394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1541460.375000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1541460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1541507.875000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1541508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1541559.625000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1541560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1541597.875000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1541598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1541633.125000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1541633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1541669.125000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1541669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1541689.500000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1541690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1541707.125000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1541707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1541734.250000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1541734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1541762.500000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1541762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1541794.250000 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1541794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1541827.625000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1541828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1541863.125000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1541863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1541905.875000 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1541906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1541941.875000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1541942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1541980.000000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1541980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1542001.000000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1542001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1542024.000000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1542024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1542045.625000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -1542046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1542053.250000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -1542053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1542056.875000 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -1542057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1542065.000000 Penalty: 4504.359863
	Iteration 42Q: 3 clusters Score -1542065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1542067.000000 Penalty: 4504.359863
	Iteration 43Q: 3 clusters Score -1542067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1542068.375000 Penalty: 4504.359863
	Iteration 44Q: 3 clusters Score -1542068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1542071.625000 Penalty: 4504.359863
	Iteration 45Q: 3 clusters Score -1542072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1542067.625000 Penalty: 4504.359863
	Iteration 46Q: 3 clusters Score -1542068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1542072.000000 Penalty: 4504.359863
	Iteration 47Q: 3 clusters Score -1542072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1542075.375000 Penalty: 4504.359863
	Iteration 48Q: 3 clusters Score -1542075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1542070.375000 Penalty: 4504.359863
	Iteration 49Q: 3 clusters Score -1542070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1542072.500000 Penalty: 4504.359863
	Iteration 50Q: 3 clusters Score -1542072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1542076.625000 Penalty: 4504.359863
	Iteration 51Q: 3 clusters Score -1542077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1542075.250000 Penalty: 4504.359863
	Iteration 52Q: 3 clusters Score -1542075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1542077.500000 Penalty: 4504.359863
	Iteration 53Q: 3 clusters Score -1542078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1542076.250000 Penalty: 4504.359863
	Iteration 54Q: 3 clusters Score -1542076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1542075.875000 Penalty: 4504.359863
	Iteration 55Q: 3 clusters Score -1542076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1542075.875000 Penalty: 4504.359863
	Iteration 56F: 3 clusters Score -1542076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -1980612.000000 Penalty: 2315.613037
	Iteration 0F: 2 clusters Score -1980612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1972050.750000 Penalty: 4631.226074
	Iteration 0F: 3 clusters Score -1972051 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1974990.875000 Penalty: 4631.226074
	Iteration 1F: 3 clusters Score -1974991 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1975919.500000 Penalty: 4631.226074
	Iteration 2F: 3 clusters Score -1975920 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1977305.125000 Penalty: 4631.226074
	Iteration 3F: 3 clusters Score -1977305 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1978901.875000 Penalty: 4631.226074
	Iteration 4F: 3 clusters Score -1978902 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1980093.875000 Penalty: 4631.226074
	Iteration 5F: 3 clusters Score -1980094 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1980709.125000 Penalty: 4631.226074
	Iteration 6F: 3 clusters Score -1980709 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1980990.750000 Penalty: 4631.226074
	Iteration 7Q: 3 clusters Score -1980991 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1981109.250000 Penalty: 4631.226074
	Iteration 8Q: 3 clusters Score -1981109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1981166.375000 Penalty: 4631.226074
	Iteration 9Q: 3 clusters Score -1981166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1981190.625000 Penalty: 4631.226074
	Iteration 10Q: 3 clusters Score -1981191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1981206.250000 Penalty: 4631.226074
	Iteration 11Q: 3 clusters Score -1981206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1981215.000000 Penalty: 4631.226074
	Iteration 12Q: 3 clusters Score -1981215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1981215.500000 Penalty: 4631.226074
	Iteration 13Q: 3 clusters Score -1981216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1981224.375000 Penalty: 4631.226074
	Iteration 14Q: 3 clusters Score -1981224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1981228.250000 Penalty: 4631.226074
	Iteration 15Q: 3 clusters Score -1981228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1981234.875000 Penalty: 4631.226074
	Iteration 16Q: 3 clusters Score -1981235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1981236.500000 Penalty: 4631.226074
	Iteration 17Q: 3 clusters Score -1981236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1981242.125000 Penalty: 4631.226074
	Iteration 18Q: 3 clusters Score -1981242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1981247.875000 Penalty: 4631.226074
	Iteration 19Q: 3 clusters Score -1981248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1981247.250000 Penalty: 4631.226074
	Iteration 20F: 3 clusters Score -1981247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1981248.000000 Penalty: 4631.226074
	Iteration 21Q: 3 clusters Score -1981248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1981253.875000 Penalty: 4631.226074
	Iteration 22Q: 3 clusters Score -1981254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1981257.000000 Penalty: 4631.226074
	Iteration 23Q: 3 clusters Score -1981257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1981257.125000 Penalty: 4631.226074
	Iteration 24Q: 3 clusters Score -1981257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1981263.500000 Penalty: 4631.226074
	Iteration 25Q: 3 clusters Score -1981264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1981266.750000 Penalty: 4631.226074
	Iteration 26Q: 3 clusters Score -1981267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1981270.000000 Penalty: 4631.226074
	Iteration 27Q: 3 clusters Score -1981270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1981271.125000 Penalty: 4631.226074
	Iteration 28Q: 3 clusters Score -1981271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1981271.375000 Penalty: 4631.226074
	Iteration 29Q: 3 clusters Score -1981271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1981279.125000 Penalty: 4631.226074
	Iteration 30Q: 3 clusters Score -1981279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1981276.875000 Penalty: 4631.226074
	Iteration 31Q: 3 clusters Score -1981277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1981281.875000 Penalty: 4631.226074
	Iteration 32Q: 3 clusters Score -1981282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1981279.500000 Penalty: 4631.226074
	Iteration 33Q: 3 clusters Score -1981280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1981285.250000 Penalty: 4631.226074
	Iteration 34Q: 3 clusters Score -1981285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1981287.125000 Penalty: 4631.226074
	Iteration 35Q: 3 clusters Score -1981287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1981286.750000 Penalty: 4631.226074
	Iteration 36Q: 3 clusters Score -1981287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1981289.500000 Penalty: 4631.226074
	Iteration 37Q: 3 clusters Score -1981290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1981289.625000 Penalty: 4631.226074
	Iteration 38Q: 3 clusters Score -1981290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1981288.125000 Penalty: 4631.226074
	Iteration 39Q: 3 clusters Score -1981288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1981288.250000 Penalty: 4631.226074
	Iteration 40F: 3 clusters Score -1981288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1981291.250000 Penalty: 4631.226074
	Iteration 41Q: 3 clusters Score -1981291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1981296.500000 Penalty: 4631.226074
	Iteration 42Q: 3 clusters Score -1981296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1981294.750000 Penalty: 4631.226074
	Iteration 43Q: 3 clusters Score -1981295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1981293.875000 Penalty: 4631.226074
	Iteration 44Q: 3 clusters Score -1981294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1981296.500000 Penalty: 4631.226074
	Iteration 45Q: 3 clusters Score -1981296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1981293.250000 Penalty: 4631.226074
	Iteration 46Q: 3 clusters Score -1981293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1981299.000000 Penalty: 4631.226074
	Iteration 47Q: 3 clusters Score -1981299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1981301.500000 Penalty: 4631.226074
	Iteration 48Q: 3 clusters Score -1981302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1981304.250000 Penalty: 4631.226074
	Iteration 49Q: 3 clusters Score -1981304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1981304.500000 Penalty: 4631.226074
	Iteration 50Q: 3 clusters Score -1981304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1981305.000000 Penalty: 4631.226074
	Iteration 51Q: 3 clusters Score -1981305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1981301.875000 Penalty: 4631.226074
	Iteration 52Q: 3 clusters Score -1981302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1981305.000000 Penalty: 4631.226074
	Iteration 53Q: 3 clusters Score -1981305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1981305.375000 Penalty: 4631.226074
	Iteration 54Q: 3 clusters Score -1981305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1981306.750000 Penalty: 4631.226074
	Iteration 55Q: 3 clusters Score -1981307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1981306.750000 Penalty: 4631.226074
	Iteration 56F: 3 clusters Score -1981307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 6353 members 
Entering Unmasked Estep 
Score: -117279368.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117279952.000000 to -117279368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Entering Unmasked Estep 
Score: -6375753.000000 Penalty: 2613.555176
	Iteration 0F: 2 clusters Score -6375753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6350651.000000 Penalty: 5227.110352
	Iteration 0F: 3 clusters Score -6350651 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6360479.500000 Penalty: 5227.110352
	Iteration 1F: 3 clusters Score -6360480 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6361686.500000 Penalty: 5227.110352
	Iteration 2F: 3 clusters Score -6361686 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -6363101.500000 Penalty: 5227.110352
	Iteration 3F: 3 clusters Score -6363102 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -6364734.500000 Penalty: 5227.110352
	Iteration 4F: 3 clusters Score -6364734 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6366434.000000 Penalty: 5227.110352
	Iteration 5F: 3 clusters Score -6366434 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -6368214.500000 Penalty: 5227.110352
	Iteration 6F: 3 clusters Score -6368214 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -6369726.500000 Penalty: 5227.110352
	Iteration 7F: 3 clusters Score -6369726 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6371035.000000 Penalty: 5227.110352
	Iteration 8Q: 3 clusters Score -6371035 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6372001.500000 Penalty: 5227.110352
	Iteration 9Q: 3 clusters Score -6372002 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6372694.500000 Penalty: 5227.110352
	Iteration 10Q: 3 clusters Score -6372694 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6373149.000000 Penalty: 5227.110352
	Iteration 11Q: 3 clusters Score -6373149 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6373528.000000 Penalty: 5227.110352
	Iteration 12Q: 3 clusters Score -6373528 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6373822.000000 Penalty: 5227.110352
	Iteration 13Q: 3 clusters Score -6373822 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6374032.500000 Penalty: 5227.110352
	Iteration 14Q: 3 clusters Score -6374032 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6374156.500000 Penalty: 5227.110352
	Iteration 15Q: 3 clusters Score -6374156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6374217.500000 Penalty: 5227.110352
	Iteration 16Q: 3 clusters Score -6374218 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6374283.000000 Penalty: 5227.110352
	Iteration 17Q: 3 clusters Score -6374283 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6374331.500000 Penalty: 5227.110352
	Iteration 18Q: 3 clusters Score -6374332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6374334.000000 Penalty: 5227.110352
	Iteration 19Q: 3 clusters Score -6374334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6374362.000000 Penalty: 5227.110352
	Iteration 20F: 3 clusters Score -6374362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6374364.500000 Penalty: 5227.110352
	Iteration 21Q: 3 clusters Score -6374364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6374381.000000 Penalty: 5227.110352
	Iteration 22Q: 3 clusters Score -6374381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6374383.500000 Penalty: 5227.110352
	Iteration 23Q: 3 clusters Score -6374384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6374388.000000 Penalty: 5227.110352
	Iteration 24Q: 3 clusters Score -6374388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6374393.000000 Penalty: 5227.110352
	Iteration 25Q: 3 clusters Score -6374393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6374393.000000 Penalty: 5227.110352
	Iteration 26Q: 3 clusters Score -6374393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6374407.500000 Penalty: 5227.110352
	Iteration 27Q: 3 clusters Score -6374408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6374411.500000 Penalty: 5227.110352
	Iteration 28Q: 3 clusters Score -6374412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6374415.000000 Penalty: 5227.110352
	Iteration 29Q: 3 clusters Score -6374415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6374431.500000 Penalty: 5227.110352
	Iteration 30Q: 3 clusters Score -6374432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6374446.500000 Penalty: 5227.110352
	Iteration 31Q: 3 clusters Score -6374446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6374445.000000 Penalty: 5227.110352
	Iteration 32Q: 3 clusters Score -6374445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6374443.000000 Penalty: 5227.110352
	Iteration 33Q: 3 clusters Score -6374443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6374451.000000 Penalty: 5227.110352
	Iteration 34Q: 3 clusters Score -6374451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6374455.500000 Penalty: 5227.110352
	Iteration 35Q: 3 clusters Score -6374456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6374477.000000 Penalty: 5227.110352
	Iteration 36Q: 3 clusters Score -6374477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6374472.500000 Penalty: 5227.110352
	Iteration 37Q: 3 clusters Score -6374472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6374467.000000 Penalty: 5227.110352
	Iteration 38Q: 3 clusters Score -6374467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6374481.500000 Penalty: 5227.110352
	Iteration 39Q: 3 clusters Score -6374482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6374486.500000 Penalty: 5227.110352
	Iteration 40F: 3 clusters Score -6374486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6374497.000000 Penalty: 5227.110352
	Iteration 41Q: 3 clusters Score -6374497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6374509.000000 Penalty: 5227.110352
	Iteration 42Q: 3 clusters Score -6374509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6374514.500000 Penalty: 5227.110352
	Iteration 43Q: 3 clusters Score -6374514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6374510.500000 Penalty: 5227.110352
	Iteration 44Q: 3 clusters Score -6374510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6374509.000000 Penalty: 5227.110352
	Iteration 45Q: 3 clusters Score -6374509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6374521.500000 Penalty: 5227.110352
	Iteration 46Q: 3 clusters Score -6374522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5227.110352
	Iteration 47Q: 3 clusters Score -6374529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5227.110352
	Iteration 48Q: 3 clusters Score -6374529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6374531.500000 Penalty: 5227.110352
	Iteration 49Q: 3 clusters Score -6374532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6374537.000000 Penalty: 5227.110352
	Iteration 50Q: 3 clusters Score -6374537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6374531.000000 Penalty: 5227.110352
	Iteration 51Q: 3 clusters Score -6374531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6374535.000000 Penalty: 5227.110352
	Iteration 52Q: 3 clusters Score -6374535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6374539.000000 Penalty: 5227.110352
	Iteration 53Q: 3 clusters Score -6374539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5227.110352
	Iteration 54Q: 3 clusters Score -6374529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6374530.500000 Penalty: 5227.110352
	Iteration 55Q: 3 clusters Score -6374530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5227.110352
	Iteration 56Q: 3 clusters Score -6374529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5227.110352
	Iteration 57Q: 3 clusters Score -6374529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6374520.500000 Penalty: 5227.110352
	Iteration 58Q: 3 clusters Score -6374520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6374519.500000 Penalty: 5227.110352
	Iteration 59Q: 3 clusters Score -6374520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6374519.500000 Penalty: 5227.110352
	Iteration 60F: 3 clusters Score -6374520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6374525.000000 Penalty: 5227.110352
	Iteration 61Q: 3 clusters Score -6374525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6374523.500000 Penalty: 5227.110352
	Iteration 62Q: 3 clusters Score -6374524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6374526.500000 Penalty: 5227.110352
	Iteration 63Q: 3 clusters Score -6374526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6374537.000000 Penalty: 5227.110352
	Iteration 64Q: 3 clusters Score -6374537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6374532.500000 Penalty: 5227.110352
	Iteration 65Q: 3 clusters Score -6374532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6374532.500000 Penalty: 5227.110352
	Iteration 66F: 3 clusters Score -6374532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Entering Unmasked Estep 
Score: -6594314.500000 Penalty: 2617.130127
	Iteration 0F: 2 clusters Score -6594314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -6568966.000000 Penalty: 5234.260254
	Iteration 0F: 3 clusters Score -6568966 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -6578471.500000 Penalty: 5234.260254
	Iteration 1F: 3 clusters Score -6578472 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -6579060.000000 Penalty: 5234.260254
	Iteration 2Q: 3 clusters Score -6579060 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6579657.500000 Penalty: 5234.260254
	Iteration 3Q: 3 clusters Score -6579658 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6580256.500000 Penalty: 5234.260254
	Iteration 4Q: 3 clusters Score -6580256 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6580847.000000 Penalty: 5234.260254
	Iteration 5Q: 3 clusters Score -6580847 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -6581498.500000 Penalty: 5234.260254
	Iteration 6Q: 3 clusters Score -6581498 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6582224.500000 Penalty: 5234.260254
	Iteration 7Q: 3 clusters Score -6582224 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6582910.500000 Penalty: 5234.260254
	Iteration 8Q: 3 clusters Score -6582910 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6583522.000000 Penalty: 5234.260254
	Iteration 9Q: 3 clusters Score -6583522 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6584170.500000 Penalty: 5234.260254
	Iteration 10Q: 3 clusters Score -6584170 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -6584836.000000 Penalty: 5234.260254
	Iteration 11Q: 3 clusters Score -6584836 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -6585563.000000 Penalty: 5234.260254
	Iteration 12Q: 3 clusters Score -6585563 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -6586232.500000 Penalty: 5234.260254
	Iteration 13Q: 3 clusters Score -6586232 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -6586807.000000 Penalty: 5234.260254
	Iteration 14Q: 3 clusters Score -6586807 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6587233.500000 Penalty: 5234.260254
	Iteration 15Q: 3 clusters Score -6587234 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -6587559.000000 Penalty: 5234.260254
	Iteration 16Q: 3 clusters Score -6587559 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -6587710.000000 Penalty: 5234.260254
	Iteration 17Q: 3 clusters Score -6587710 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -6587852.000000 Penalty: 5234.260254
	Iteration 18Q: 3 clusters Score -6587852 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -6588013.000000 Penalty: 5234.260254
	Iteration 19Q: 3 clusters Score -6588013 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -6588094.000000 Penalty: 5234.260254
	Iteration 20F: 3 clusters Score -6588094 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -6588260.000000 Penalty: 5234.260254
	Iteration 21Q: 3 clusters Score -6588260 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6588378.000000 Penalty: 5234.260254
	Iteration 22Q: 3 clusters Score -6588378 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -6588524.500000 Penalty: 5234.260254
	Iteration 23Q: 3 clusters Score -6588524 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -6588677.500000 Penalty: 5234.260254
	Iteration 24Q: 3 clusters Score -6588678 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -6588845.000000 Penalty: 5234.260254
	Iteration 25Q: 3 clusters Score -6588845 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -6588986.000000 Penalty: 5234.260254
	Iteration 26Q: 3 clusters Score -6588986 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -6589136.000000 Penalty: 5234.260254
	Iteration 27Q: 3 clusters Score -6589136 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -6589321.500000 Penalty: 5234.260254
	Iteration 28Q: 3 clusters Score -6589322 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6589504.000000 Penalty: 5234.260254
	Iteration 29Q: 3 clusters Score -6589504 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -6589684.000000 Penalty: 5234.260254
	Iteration 30Q: 3 clusters Score -6589684 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -6589905.000000 Penalty: 5234.260254
	Iteration 31Q: 3 clusters Score -6589905 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6590150.000000 Penalty: 5234.260254
	Iteration 32Q: 3 clusters Score -6590150 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -6590399.500000 Penalty: 5234.260254
	Iteration 33Q: 3 clusters Score -6590400 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -6590637.000000 Penalty: 5234.260254
	Iteration 34Q: 3 clusters Score -6590637 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6590871.500000 Penalty: 5234.260254
	Iteration 35Q: 3 clusters Score -6590872 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6591098.000000 Penalty: 5234.260254
	Iteration 36Q: 3 clusters Score -6591098 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6591283.500000 Penalty: 5234.260254
	Iteration 37Q: 3 clusters Score -6591284 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6591426.000000 Penalty: 5234.260254
	Iteration 38Q: 3 clusters Score -6591426 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6591561.000000 Penalty: 5234.260254
	Iteration 39Q: 3 clusters Score -6591561 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -6591718.500000 Penalty: 5234.260254
	Iteration 40F: 3 clusters Score -6591718 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6591854.000000 Penalty: 5234.260254
	Iteration 41Q: 3 clusters Score -6591854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6591954.500000 Penalty: 5234.260254
	Iteration 42Q: 3 clusters Score -6591954 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6592046.000000 Penalty: 5234.260254
	Iteration 43Q: 3 clusters Score -6592046 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6592097.000000 Penalty: 5234.260254
	Iteration 44Q: 3 clusters Score -6592097 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6592153.000000 Penalty: 5234.260254
	Iteration 45Q: 3 clusters Score -6592153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6592183.500000 Penalty: 5234.260254
	Iteration 46Q: 3 clusters Score -6592184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6592209.500000 Penalty: 5234.260254
	Iteration 47Q: 3 clusters Score -6592210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6592237.500000 Penalty: 5234.260254
	Iteration 48Q: 3 clusters Score -6592238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6592240.500000 Penalty: 5234.260254
	Iteration 49Q: 3 clusters Score -6592240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6592253.500000 Penalty: 5234.260254
	Iteration 50Q: 3 clusters Score -6592254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6592263.500000 Penalty: 5234.260254
	Iteration 51Q: 3 clusters Score -6592264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6592263.500000 Penalty: 5234.260254
	Iteration 52Q: 3 clusters Score -6592264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6592280.500000 Penalty: 5234.260254
	Iteration 53Q: 3 clusters Score -6592280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6592272.500000 Penalty: 5234.260254
	Iteration 54Q: 3 clusters Score -6592272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6592289.000000 Penalty: 5234.260254
	Iteration 55Q: 3 clusters Score -6592289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6592299.500000 Penalty: 5234.260254
	Iteration 56Q: 3 clusters Score -6592300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6592306.500000 Penalty: 5234.260254
	Iteration 57Q: 3 clusters Score -6592306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6592314.500000 Penalty: 5234.260254
	Iteration 58Q: 3 clusters Score -6592314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6592307.000000 Penalty: 5234.260254
	Iteration 59Q: 3 clusters Score -6592307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6592305.500000 Penalty: 5234.260254
	Iteration 60F: 3 clusters Score -6592306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6592314.500000 Penalty: 5234.260254
	Iteration 61Q: 3 clusters Score -6592314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6592315.000000 Penalty: 5234.260254
	Iteration 62Q: 3 clusters Score -6592315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6592314.500000 Penalty: 5234.260254
	Iteration 63Q: 3 clusters Score -6592314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6592298.500000 Penalty: 5234.260254
	Iteration 64Q: 3 clusters Score -6592298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6592310.500000 Penalty: 5234.260254
	Iteration 65Q: 3 clusters Score -6592310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6592305.000000 Penalty: 5234.260254
	Iteration 66Q: 3 clusters Score -6592305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6592314.500000 Penalty: 5234.260254
	Iteration 67Q: 3 clusters Score -6592314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6592311.000000 Penalty: 5234.260254
	Iteration 68Q: 3 clusters Score -6592311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6592308.000000 Penalty: 5234.260254
	Iteration 69Q: 3 clusters Score -6592308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6592319.000000 Penalty: 5234.260254
	Iteration 70Q: 3 clusters Score -6592319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6592315.000000 Penalty: 5234.260254
	Iteration 71Q: 3 clusters Score -6592315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6592321.500000 Penalty: 5234.260254
	Iteration 72Q: 3 clusters Score -6592322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6592325.000000 Penalty: 5234.260254
	Iteration 73Q: 3 clusters Score -6592325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6592323.500000 Penalty: 5234.260254
	Iteration 74Q: 3 clusters Score -6592324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6592323.000000 Penalty: 5234.260254
	Iteration 75Q: 3 clusters Score -6592323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6592322.500000 Penalty: 5234.260254
	Iteration 76Q: 3 clusters Score -6592322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6592322.500000 Penalty: 5234.260254
	Iteration 77F: 3 clusters Score -6592322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Entering Unmasked Estep 
Score: -5203320.000000 Penalty: 2548.605713
	Iteration 0F: 2 clusters Score -5203320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5183554.500000 Penalty: 5097.211426
	Iteration 0F: 3 clusters Score -5183554 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5190775.500000 Penalty: 5097.211426
	Iteration 1F: 3 clusters Score -5190776 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5191224.000000 Penalty: 5097.211426
	Iteration 2Q: 3 clusters Score -5191224 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5191562.500000 Penalty: 5097.211426
	Iteration 3Q: 3 clusters Score -5191562 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5191861.000000 Penalty: 5097.211426
	Iteration 4Q: 3 clusters Score -5191861 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5192178.500000 Penalty: 5097.211426
	Iteration 5Q: 3 clusters Score -5192178 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -5192546.000000 Penalty: 5097.211426
	Iteration 6Q: 3 clusters Score -5192546 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5193045.500000 Penalty: 5097.211426
	Iteration 7Q: 3 clusters Score -5193046 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5193746.000000 Penalty: 5097.211426
	Iteration 8Q: 3 clusters Score -5193746 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5194758.000000 Penalty: 5097.211426
	Iteration 9F: 3 clusters Score -5194758 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5196141.500000 Penalty: 5097.211426
	Iteration 10F: 3 clusters Score -5196142 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5197676.000000 Penalty: 5097.211426
	Iteration 11F: 3 clusters Score -5197676 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5199007.000000 Penalty: 5097.211426
	Iteration 12F: 3 clusters Score -5199007 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -5199960.500000 Penalty: 5097.211426
	Iteration 13Q: 3 clusters Score -5199960 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5200434.500000 Penalty: 5097.211426
	Iteration 14Q: 3 clusters Score -5200434 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5200728.500000 Penalty: 5097.211426
	Iteration 15Q: 3 clusters Score -5200728 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5200871.000000 Penalty: 5097.211426
	Iteration 16Q: 3 clusters Score -5200871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -5200939.000000 Penalty: 5097.211426
	Iteration 17Q: 3 clusters Score -5200939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5200985.000000 Penalty: 5097.211426
	Iteration 18Q: 3 clusters Score -5200985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5201006.000000 Penalty: 5097.211426
	Iteration 19Q: 3 clusters Score -5201006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5201011.000000 Penalty: 5097.211426
	Iteration 20F: 3 clusters Score -5201011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5201032.000000 Penalty: 5097.211426
	Iteration 21Q: 3 clusters Score -5201032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5201036.000000 Penalty: 5097.211426
	Iteration 22Q: 3 clusters Score -5201036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5201045.500000 Penalty: 5097.211426
	Iteration 23Q: 3 clusters Score -5201046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5201056.000000 Penalty: 5097.211426
	Iteration 24Q: 3 clusters Score -5201056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5201062.000000 Penalty: 5097.211426
	Iteration 25Q: 3 clusters Score -5201062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5201067.000000 Penalty: 5097.211426
	Iteration 26Q: 3 clusters Score -5201067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5201074.500000 Penalty: 5097.211426
	Iteration 27Q: 3 clusters Score -5201074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5201087.000000 Penalty: 5097.211426
	Iteration 28Q: 3 clusters Score -5201087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -5201088.500000 Penalty: 5097.211426
	Iteration 29Q: 3 clusters Score -5201088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5201092.000000 Penalty: 5097.211426
	Iteration 30Q: 3 clusters Score -5201092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5201092.000000 Penalty: 5097.211426
	Iteration 31F: 3 clusters Score -5201092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Entering Unmasked Estep 
Score: -6303498.500000 Penalty: 2593.300049
	Iteration 0F: 2 clusters Score -6303498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -6280821.000000 Penalty: 5186.600098
	Iteration 0F: 3 clusters Score -6280821 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6289490.500000 Penalty: 5186.600098
	Iteration 1F: 3 clusters Score -6289490 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6290154.500000 Penalty: 5186.600098
	Iteration 2Q: 3 clusters Score -6290154 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -6290982.000000 Penalty: 5186.600098
	Iteration 3F: 3 clusters Score -6290982 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -6292177.500000 Penalty: 5186.600098
	Iteration 4F: 3 clusters Score -6292178 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6293824.500000 Penalty: 5186.600098
	Iteration 5F: 3 clusters Score -6293824 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -6295980.500000 Penalty: 5186.600098
	Iteration 6F: 3 clusters Score -6295980 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6298294.000000 Penalty: 5186.600098
	Iteration 7F: 3 clusters Score -6298294 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6300318.500000 Penalty: 5186.600098
	Iteration 8F: 3 clusters Score -6300318 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -6301420.000000 Penalty: 5186.600098
	Iteration 9Q: 3 clusters Score -6301420 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -6301836.500000 Penalty: 5186.600098
	Iteration 10Q: 3 clusters Score -6301836 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6302031.000000 Penalty: 5186.600098
	Iteration 11Q: 3 clusters Score -6302031 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6302086.500000 Penalty: 5186.600098
	Iteration 12Q: 3 clusters Score -6302086 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -6302185.000000 Penalty: 5186.600098
	Iteration 13Q: 3 clusters Score -6302185 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6302219.500000 Penalty: 5186.600098
	Iteration 14Q: 3 clusters Score -6302220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6302265.500000 Penalty: 5186.600098
	Iteration 15Q: 3 clusters Score -6302266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6302279.000000 Penalty: 5186.600098
	Iteration 16Q: 3 clusters Score -6302279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6302287.500000 Penalty: 5186.600098
	Iteration 17Q: 3 clusters Score -6302288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6302318.500000 Penalty: 5186.600098
	Iteration 18Q: 3 clusters Score -6302318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -6302320.000000 Penalty: 5186.600098
	Iteration 19Q: 3 clusters Score -6302320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6302328.500000 Penalty: 5186.600098
	Iteration 20F: 3 clusters Score -6302328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6302347.000000 Penalty: 5186.600098
	Iteration 21Q: 3 clusters Score -6302347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6302355.000000 Penalty: 5186.600098
	Iteration 22Q: 3 clusters Score -6302355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -6302362.000000 Penalty: 5186.600098
	Iteration 23Q: 3 clusters Score -6302362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6302362.000000 Penalty: 5186.600098
	Iteration 24Q: 3 clusters Score -6302362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6302354.000000 Penalty: 5186.600098
	Iteration 25Q: 3 clusters Score -6302354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6302359.500000 Penalty: 5186.600098
	Iteration 26Q: 3 clusters Score -6302360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6302369.000000 Penalty: 5186.600098
	Iteration 27Q: 3 clusters Score -6302369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6302374.000000 Penalty: 5186.600098
	Iteration 28Q: 3 clusters Score -6302374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6302383.500000 Penalty: 5186.600098
	Iteration 29Q: 3 clusters Score -6302384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6302389.000000 Penalty: 5186.600098
	Iteration 30Q: 3 clusters Score -6302389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6302393.000000 Penalty: 5186.600098
	Iteration 31Q: 3 clusters Score -6302393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6302397.500000 Penalty: 5186.600098
	Iteration 32Q: 3 clusters Score -6302398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6302398.500000 Penalty: 5186.600098
	Iteration 33Q: 3 clusters Score -6302398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6302402.000000 Penalty: 5186.600098
	Iteration 34Q: 3 clusters Score -6302402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6302407.500000 Penalty: 5186.600098
	Iteration 35Q: 3 clusters Score -6302408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6302406.500000 Penalty: 5186.600098
	Iteration 36Q: 3 clusters Score -6302406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6302403.500000 Penalty: 5186.600098
	Iteration 37Q: 3 clusters Score -6302404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6302412.500000 Penalty: 5186.600098
	Iteration 38Q: 3 clusters Score -6302412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6302411.000000 Penalty: 5186.600098
	Iteration 39Q: 3 clusters Score -6302411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6302410.000000 Penalty: 5186.600098
	Iteration 40F: 3 clusters Score -6302410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6302396.000000 Penalty: 5186.600098
	Iteration 41Q: 3 clusters Score -6302396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6302397.500000 Penalty: 5186.600098
	Iteration 42Q: 3 clusters Score -6302398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6302396.500000 Penalty: 5186.600098
	Iteration 43Q: 3 clusters Score -6302396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6302397.500000 Penalty: 5186.600098
	Iteration 44Q: 3 clusters Score -6302398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6302402.000000 Penalty: 5186.600098
	Iteration 45Q: 3 clusters Score -6302402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6302402.500000 Penalty: 5186.600098
	Iteration 46Q: 3 clusters Score -6302402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6302402.500000 Penalty: 5186.600098
	Iteration 47Q: 3 clusters Score -6302402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6302405.500000 Penalty: 5186.600098
	Iteration 48Q: 3 clusters Score -6302406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6302396.000000 Penalty: 5186.600098
	Iteration 49Q: 3 clusters Score -6302396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -6302402.500000 Penalty: 5186.600098
	Iteration 50Q: 3 clusters Score -6302402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6302411.000000 Penalty: 5186.600098
	Iteration 51Q: 3 clusters Score -6302411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6302410.000000 Penalty: 5186.600098
	Iteration 52Q: 3 clusters Score -6302410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6302412.500000 Penalty: 5186.600098
	Iteration 53Q: 3 clusters Score -6302412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6302412.500000 Penalty: 5186.600098
	Iteration 54F: 3 clusters Score -6302412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -494285.062500 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -494285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -490994.718750 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -490994.7 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -491970.718750 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -491970.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -492468.281250 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -492468.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -492858.031250 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -492858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -493154.281250 Penalty: 3993.781250
	Iteration 4F: 3 clusters Score -493154.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -493376.000000 Penalty: 3993.781250
	Iteration 5F: 3 clusters Score -493376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -493698.812500 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -493698.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -494230.968750 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -494231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -494636.031250 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -494636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -494766.500000 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -494766.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -494844.812500 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -494844.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -494902.812500 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -494902.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -494952.937500 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -494952.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -494990.812500 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -494990.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -495031.187500 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -495031.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -495065.937500 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -495065.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -495084.687500 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -495084.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -495105.593750 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -495105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -495120.718750 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -495120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -495126.312500 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -495126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -495175.218750 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -495175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -495209.250000 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -495209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -495221.906250 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -495221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -495224.937500 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -495224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -495228.218750 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -495228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -495229.062500 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -495229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -495229.250000 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -495229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -495229.250000 Penalty: 3993.781250
	Iteration 27F: 3 clusters Score -495229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 2383 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 757 members 
Entering Unmasked Estep 
Score: -117279488.000000 Penalty: 203298.921875
Splitting cluster 23 changes total score from -117279952.000000 to -117279488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (35592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Entering Unmasked Estep 
Score: -6157160.000000 Penalty: 2599.009277
	Iteration 0F: 2 clusters Score -6157160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6133044.000000 Penalty: 5198.018555
	Iteration 0F: 3 clusters Score -6133044 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -6142361.000000 Penalty: 5198.018555
	Iteration 1F: 3 clusters Score -6142361 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -6143094.500000 Penalty: 5198.018555
	Iteration 2F: 3 clusters Score -6143094 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -6143835.000000 Penalty: 5198.018555
	Iteration 3F: 3 clusters Score -6143835 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -6144729.000000 Penalty: 5198.018555
	Iteration 4F: 3 clusters Score -6144729 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -6145946.000000 Penalty: 5198.018555
	Iteration 5F: 3 clusters Score -6145946 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -6147589.000000 Penalty: 5198.018555
	Iteration 6F: 3 clusters Score -6147589 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -6149641.500000 Penalty: 5198.018555
	Iteration 7F: 3 clusters Score -6149642 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6151570.000000 Penalty: 5198.018555
	Iteration 8F: 3 clusters Score -6151570 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6153209.000000 Penalty: 5198.018555
	Iteration 9F: 3 clusters Score -6153209 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6154292.000000 Penalty: 5198.018555
	Iteration 10Q: 3 clusters Score -6154292 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6154802.000000 Penalty: 5198.018555
	Iteration 11Q: 3 clusters Score -6154802 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6155157.500000 Penalty: 5198.018555
	Iteration 12Q: 3 clusters Score -6155158 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6155366.000000 Penalty: 5198.018555
	Iteration 13Q: 3 clusters Score -6155366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6155499.000000 Penalty: 5198.018555
	Iteration 14Q: 3 clusters Score -6155499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6155556.000000 Penalty: 5198.018555
	Iteration 15Q: 3 clusters Score -6155556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6155618.500000 Penalty: 5198.018555
	Iteration 16Q: 3 clusters Score -6155618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6155661.500000 Penalty: 5198.018555
	Iteration 17Q: 3 clusters Score -6155662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6155693.500000 Penalty: 5198.018555
	Iteration 18Q: 3 clusters Score -6155694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6155723.500000 Penalty: 5198.018555
	Iteration 19Q: 3 clusters Score -6155724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6155746.500000 Penalty: 5198.018555
	Iteration 20F: 3 clusters Score -6155746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6155766.000000 Penalty: 5198.018555
	Iteration 21Q: 3 clusters Score -6155766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6155778.500000 Penalty: 5198.018555
	Iteration 22Q: 3 clusters Score -6155778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6155772.000000 Penalty: 5198.018555
	Iteration 23Q: 3 clusters Score -6155772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6155782.500000 Penalty: 5198.018555
	Iteration 24Q: 3 clusters Score -6155782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6155788.500000 Penalty: 5198.018555
	Iteration 25Q: 3 clusters Score -6155788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6155792.500000 Penalty: 5198.018555
	Iteration 26Q: 3 clusters Score -6155792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6155792.500000 Penalty: 5198.018555
	Iteration 27F: 3 clusters Score -6155792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Entering Unmasked Estep 
Score: -5485829.500000 Penalty: 2560.614014
	Iteration 0F: 2 clusters Score -5485830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5465014.500000 Penalty: 5121.228027
	Iteration 0F: 3 clusters Score -5465014 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5472705.000000 Penalty: 5121.228027
	Iteration 1F: 3 clusters Score -5472705 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5473559.000000 Penalty: 5121.228027
	Iteration 2F: 3 clusters Score -5473559 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -5474705.500000 Penalty: 5121.228027
	Iteration 3F: 3 clusters Score -5474706 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5476125.000000 Penalty: 5121.228027
	Iteration 4F: 3 clusters Score -5476125 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5477601.500000 Penalty: 5121.228027
	Iteration 5F: 3 clusters Score -5477602 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5478875.000000 Penalty: 5121.228027
	Iteration 6F: 3 clusters Score -5478875 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -5479997.500000 Penalty: 5121.228027
	Iteration 7F: 3 clusters Score -5479998 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -5480777.500000 Penalty: 5121.228027
	Iteration 8Q: 3 clusters Score -5480778 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -5481245.500000 Penalty: 5121.228027
	Iteration 9Q: 3 clusters Score -5481246 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5481550.000000 Penalty: 5121.228027
	Iteration 10Q: 3 clusters Score -5481550 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5481742.000000 Penalty: 5121.228027
	Iteration 11Q: 3 clusters Score -5481742 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5481886.500000 Penalty: 5121.228027
	Iteration 12Q: 3 clusters Score -5481886 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -5481980.000000 Penalty: 5121.228027
	Iteration 13Q: 3 clusters Score -5481980 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5482081.500000 Penalty: 5121.228027
	Iteration 14Q: 3 clusters Score -5482082 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5482151.000000 Penalty: 5121.228027
	Iteration 15Q: 3 clusters Score -5482151 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5482205.500000 Penalty: 5121.228027
	Iteration 16Q: 3 clusters Score -5482206 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5482225.500000 Penalty: 5121.228027
	Iteration 17Q: 3 clusters Score -5482226 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5482260.500000 Penalty: 5121.228027
	Iteration 18Q: 3 clusters Score -5482260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -5482265.000000 Penalty: 5121.228027
	Iteration 19Q: 3 clusters Score -5482265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5482279.500000 Penalty: 5121.228027
	Iteration 20F: 3 clusters Score -5482280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5482307.500000 Penalty: 5121.228027
	Iteration 21Q: 3 clusters Score -5482308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5482303.500000 Penalty: 5121.228027
	Iteration 22Q: 3 clusters Score -5482304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5482302.500000 Penalty: 5121.228027
	Iteration 23Q: 3 clusters Score -5482302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -5482294.500000 Penalty: 5121.228027
	Iteration 24Q: 3 clusters Score -5482294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5482308.500000 Penalty: 5121.228027
	Iteration 25Q: 3 clusters Score -5482308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5482319.000000 Penalty: 5121.228027
	Iteration 26Q: 3 clusters Score -5482319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -5482321.500000 Penalty: 5121.228027
	Iteration 27Q: 3 clusters Score -5482322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5482343.500000 Penalty: 5121.228027
	Iteration 28Q: 3 clusters Score -5482344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5482348.500000 Penalty: 5121.228027
	Iteration 29Q: 3 clusters Score -5482348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5482359.000000 Penalty: 5121.228027
	Iteration 30Q: 3 clusters Score -5482359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5482355.000000 Penalty: 5121.228027
	Iteration 31Q: 3 clusters Score -5482355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5482341.500000 Penalty: 5121.228027
	Iteration 32Q: 3 clusters Score -5482342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5482346.500000 Penalty: 5121.228027
	Iteration 33Q: 3 clusters Score -5482346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5482346.500000 Penalty: 5121.228027
	Iteration 34Q: 3 clusters Score -5482346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -5482353.500000 Penalty: 5121.228027
	Iteration 35Q: 3 clusters Score -5482354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5482352.500000 Penalty: 5121.228027
	Iteration 36Q: 3 clusters Score -5482352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -5482362.500000 Penalty: 5121.228027
	Iteration 37Q: 3 clusters Score -5482362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5482364.000000 Penalty: 5121.228027
	Iteration 38Q: 3 clusters Score -5482364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5482360.500000 Penalty: 5121.228027
	Iteration 39Q: 3 clusters Score -5482360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -5482367.500000 Penalty: 5121.228027
	Iteration 40F: 3 clusters Score -5482368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5482378.000000 Penalty: 5121.228027
	Iteration 41Q: 3 clusters Score -5482378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5482381.000000 Penalty: 5121.228027
	Iteration 42Q: 3 clusters Score -5482381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5482376.000000 Penalty: 5121.228027
	Iteration 43Q: 3 clusters Score -5482376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5482375.500000 Penalty: 5121.228027
	Iteration 44Q: 3 clusters Score -5482376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5482372.000000 Penalty: 5121.228027
	Iteration 45Q: 3 clusters Score -5482372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5482371.000000 Penalty: 5121.228027
	Iteration 46Q: 3 clusters Score -5482371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -5482370.500000 Penalty: 5121.228027
	Iteration 47Q: 3 clusters Score -5482370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5482367.000000 Penalty: 5121.228027
	Iteration 48Q: 3 clusters Score -5482367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5482372.500000 Penalty: 5121.228027
	Iteration 49Q: 3 clusters Score -5482372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -5482378.500000 Penalty: 5121.228027
	Iteration 50Q: 3 clusters Score -5482378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -5482372.000000 Penalty: 5121.228027
	Iteration 51Q: 3 clusters Score -5482372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5482374.500000 Penalty: 5121.228027
	Iteration 52Q: 3 clusters Score -5482374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5482372.000000 Penalty: 5121.228027
	Iteration 53Q: 3 clusters Score -5482372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5482372.000000 Penalty: 5121.228027
	Iteration 54F: 3 clusters Score -5482372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -538086.312500 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -538086.3 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 1553 members 
Entering Unmasked Estep 
Score: -534780.812500 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -534780.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -535574.250000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -535574.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -535774.687500 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -535774.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -535887.375000 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -535887.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -535987.937500 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -535987.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -536071.312500 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -536071.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -536154.750000 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -536154.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -536241.000000 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -536241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -536319.312500 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -536319.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -536380.562500 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -536380.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -536445.625000 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -536445.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -536510.562500 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -536510.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -536579.875000 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -536579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -536645.625000 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -536645.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -536713.125000 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -536713.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -536777.875000 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -536777.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -536847.187500 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -536847.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -536910.500000 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -536910.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -536970.250000 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -536970.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -537020.500000 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -537020.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -537066.687500 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -537066.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -537127.687500 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -537127.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -537183.625000 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -537183.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -537272.750000 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -537272.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -537380.500000 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -537380.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -537527.625000 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -537527.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -537678.125000 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -537678.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -537820.750000 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -537820.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -537926.437500 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -537926.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -537990.187500 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -537990.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -538009.312500 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -538009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -538020.562500 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -538020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -538031.875000 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -538031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -538035.562500 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -538035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -538039.687500 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -538039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -538041.812500 Penalty: 3999.123047
	Iteration 35Q: 3 clusters Score -538041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -538045.312500 Penalty: 3999.123047
	Iteration 36Q: 3 clusters Score -538045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -538048.250000 Penalty: 3999.123047
	Iteration 37Q: 3 clusters Score -538048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -538050.062500 Penalty: 3999.123047
	Iteration 38Q: 3 clusters Score -538050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -538050.062500 Penalty: 3999.123047
	Iteration 39F: 3 clusters Score -538050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85589.789062 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85589.79 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85845.359375 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85845.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86005.757812 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86005.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86146.773438 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -86146.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86220.070312 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86220.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86235.593750 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86235.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86249.351562 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86249.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86261.281250 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86261.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86279.179688 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86279.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86281.203125 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86281.203125 Penalty: 3129.719482
	Iteration 10F: 3 clusters Score -86281.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 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 427 members 
Entering Unmasked Estep 
Score: -135105.359375 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135105.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -135389.734375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135389.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -135530.812500 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135530.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -135599.593750 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -135599.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135678.609375 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -135678.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135750.265625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135750.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -135806.421875 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135806.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135869.218750 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -135910.953125 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -135929.968750 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -135943.390625 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -135943.4 nChanged 5
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: -135955.281250 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -135955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -135965.546875 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -135965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -135980.906250 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -135980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -135992.859375 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -135992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -136003.562500 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -136003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -136016.343750 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -136016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136034.750000 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -136034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -136038.765625 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -136038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136045.000000 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -136045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -136049.468750 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -136049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -136050.953125 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -136051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -136053.515625 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -136053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -136054.734375 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -136054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -136054.734375 Penalty: 3329.023193
	Iteration 24F: 3 clusters Score -136054.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -26985.871094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -26985.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26097.423828 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -26097.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26573.001953 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -26573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26788.277344 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -26788.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26903.865234 Penalty: 2815.669922
	Iteration 3F: 3 clusters Score -26903.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26981.294922 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -26981.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27018.339844 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -27018.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27028.636719 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -27028.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27038.599609 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -27038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27061.515625 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -27061.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27072.927734 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -27072.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27077.960938 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -27077.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27103.070312 Penalty: 2815.669922
	Iteration 11Q: 3 clusters Score -27103.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27105.630859 Penalty: 2815.669922
	Iteration 12Q: 3 clusters Score -27105.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27108.261719 Penalty: 2815.669922
	Iteration 13Q: 3 clusters Score -27108.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27108.261719 Penalty: 2815.669922
	Iteration 14F: 3 clusters Score -27108.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 72 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 220 members 
Entering Unmasked Estep 
Score: -117278248.000000 Penalty: 203298.921875
Splitting cluster 29 changes total score from -117279952.000000 to -117278248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -324888.437500 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -324888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322287.156250 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -322287.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -322990.406250 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -322990.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -323254.343750 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -323254.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -323461.000000 Penalty: 3785.189941
	Iteration 3F: 3 clusters Score -323461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -323570.281250 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -323570.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -323653.625000 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -323653.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -323717.625000 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -323717.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -323741.531250 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -323741.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -323765.375000 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -323765.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -323778.843750 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -323778.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -323790.687500 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -323790.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -323800.781250 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -323800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323808.218750 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -323808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323818.968750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -323819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323832.468750 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -323832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -323845.625000 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -323845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -323863.687500 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -323863.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -323885.062500 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -323885.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -323915.437500 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -323915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -323933.906250 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -323933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -323946.937500 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -323946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -323954.562500 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -323954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -323966.406250 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -323966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -323974.281250 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -323974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -323980.156250 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -323980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -323985.531250 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -323985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -323989.125000 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -323989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -323991.718750 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -323991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -323997.031250 Penalty: 3785.189941
	Iteration 28Q: 3 clusters Score -323997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -324009.062500 Penalty: 3785.189941
	Iteration 29Q: 3 clusters Score -324009.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -324030.218750 Penalty: 3785.189941
	Iteration 30Q: 3 clusters Score -324030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -324039.406250 Penalty: 3785.189941
	Iteration 31Q: 3 clusters Score -324039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -324057.031250 Penalty: 3785.189941
	Iteration 32Q: 3 clusters Score -324057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -324071.500000 Penalty: 3785.189941
	Iteration 33Q: 3 clusters Score -324071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -324076.468750 Penalty: 3785.189941
	Iteration 34Q: 3 clusters Score -324076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -324083.406250 Penalty: 3785.189941
	Iteration 35Q: 3 clusters Score -324083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -324093.062500 Penalty: 3785.189941
	Iteration 36Q: 3 clusters Score -324093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -324104.437500 Penalty: 3785.189941
	Iteration 37Q: 3 clusters Score -324104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -324116.281250 Penalty: 3785.189941
	Iteration 38Q: 3 clusters Score -324116.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -324129.531250 Penalty: 3785.189941
	Iteration 39Q: 3 clusters Score -324129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -324134.500000 Penalty: 3785.189941
	Iteration 40F: 3 clusters Score -324134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -324141.187500 Penalty: 3785.189941
	Iteration 41Q: 3 clusters Score -324141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -324144.156250 Penalty: 3785.189941
	Iteration 42Q: 3 clusters Score -324144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -324145.687500 Penalty: 3785.189941
	Iteration 43Q: 3 clusters Score -324145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -324145.687500 Penalty: 3785.189941
	Iteration 44F: 3 clusters Score -324145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -1747022.625000 Penalty: 2286.288086
	Iteration 0F: 2 clusters Score -1747023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1739359.500000 Penalty: 4572.576172
	Iteration 0F: 3 clusters Score -1739360 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1741440.875000 Penalty: 4572.576172
	Iteration 1F: 3 clusters Score -1741441 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1741722.000000 Penalty: 4572.576172
	Iteration 2F: 3 clusters Score -1741722 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1741913.125000 Penalty: 4572.576172
	Iteration 3Q: 3 clusters Score -1741913 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1742067.750000 Penalty: 4572.576172
	Iteration 4Q: 3 clusters Score -1742068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1742186.625000 Penalty: 4572.576172
	Iteration 5Q: 3 clusters Score -1742187 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1742276.875000 Penalty: 4572.576172
	Iteration 6Q: 3 clusters Score -1742277 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1742350.500000 Penalty: 4572.576172
	Iteration 7Q: 3 clusters Score -1742350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1742429.250000 Penalty: 4572.576172
	Iteration 8Q: 3 clusters Score -1742429 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1742507.500000 Penalty: 4572.576172
	Iteration 9Q: 3 clusters Score -1742508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1742580.625000 Penalty: 4572.576172
	Iteration 10Q: 3 clusters Score -1742581 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1742642.125000 Penalty: 4572.576172
	Iteration 11Q: 3 clusters Score -1742642 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1742711.375000 Penalty: 4572.576172
	Iteration 12Q: 3 clusters Score -1742711 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1742802.250000 Penalty: 4572.576172
	Iteration 13Q: 3 clusters Score -1742802 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1742904.500000 Penalty: 4572.576172
	Iteration 14Q: 3 clusters Score -1742904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1743014.000000 Penalty: 4572.576172
	Iteration 15Q: 3 clusters Score -1743014 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1743138.875000 Penalty: 4572.576172
	Iteration 16Q: 3 clusters Score -1743139 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1743280.625000 Penalty: 4572.576172
	Iteration 17Q: 3 clusters Score -1743281 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1743434.250000 Penalty: 4572.576172
	Iteration 18Q: 3 clusters Score -1743434 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1743607.375000 Penalty: 4572.576172
	Iteration 19Q: 3 clusters Score -1743607 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1743822.125000 Penalty: 4572.576172
	Iteration 20F: 3 clusters Score -1743822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1744033.375000 Penalty: 4572.576172
	Iteration 21Q: 3 clusters Score -1744033 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1744205.250000 Penalty: 4572.576172
	Iteration 22Q: 3 clusters Score -1744205 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1744349.625000 Penalty: 4572.576172
	Iteration 23Q: 3 clusters Score -1744350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1744504.500000 Penalty: 4572.576172
	Iteration 24Q: 3 clusters Score -1744504 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1744642.625000 Penalty: 4572.576172
	Iteration 25Q: 3 clusters Score -1744643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1744762.625000 Penalty: 4572.576172
	Iteration 26Q: 3 clusters Score -1744763 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1744839.625000 Penalty: 4572.576172
	Iteration 27Q: 3 clusters Score -1744840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1744883.875000 Penalty: 4572.576172
	Iteration 28Q: 3 clusters Score -1744884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1744913.375000 Penalty: 4572.576172
	Iteration 29Q: 3 clusters Score -1744913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1744939.750000 Penalty: 4572.576172
	Iteration 30Q: 3 clusters Score -1744940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1744959.125000 Penalty: 4572.576172
	Iteration 31Q: 3 clusters Score -1744959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1744968.000000 Penalty: 4572.576172
	Iteration 32Q: 3 clusters Score -1744968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1744979.250000 Penalty: 4572.576172
	Iteration 33Q: 3 clusters Score -1744979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1744989.250000 Penalty: 4572.576172
	Iteration 34Q: 3 clusters Score -1744989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1745001.750000 Penalty: 4572.576172
	Iteration 35Q: 3 clusters Score -1745002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1745006.750000 Penalty: 4572.576172
	Iteration 36Q: 3 clusters Score -1745007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1745008.625000 Penalty: 4572.576172
	Iteration 37Q: 3 clusters Score -1745009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1745014.125000 Penalty: 4572.576172
	Iteration 38Q: 3 clusters Score -1745014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1745015.000000 Penalty: 4572.576172
	Iteration 39Q: 3 clusters Score -1745015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1745018.875000 Penalty: 4572.576172
	Iteration 40F: 3 clusters Score -1745019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1745023.375000 Penalty: 4572.576172
	Iteration 41Q: 3 clusters Score -1745023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1745027.000000 Penalty: 4572.576172
	Iteration 42Q: 3 clusters Score -1745027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1745034.875000 Penalty: 4572.576172
	Iteration 43Q: 3 clusters Score -1745035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1745039.000000 Penalty: 4572.576172
	Iteration 44Q: 3 clusters Score -1745039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1745036.000000 Penalty: 4572.576172
	Iteration 45Q: 3 clusters Score -1745036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1745039.000000 Penalty: 4572.576172
	Iteration 46Q: 3 clusters Score -1745039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1745041.500000 Penalty: 4572.576172
	Iteration 47Q: 3 clusters Score -1745042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1745042.750000 Penalty: 4572.576172
	Iteration 48Q: 3 clusters Score -1745043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1745043.000000 Penalty: 4572.576172
	Iteration 49Q: 3 clusters Score -1745043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1745043.000000 Penalty: 4572.576172
	Iteration 50F: 3 clusters Score -1745043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -673826.562500 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -673826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -669942.375000 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -669942.4 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -671173.750000 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -671173.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -671643.875000 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -671643.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -671975.750000 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -671975.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -672275.500000 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -672275.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -672522.250000 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -672522.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -672643.375000 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -672643.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -672708.687500 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -672708.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -672742.375000 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -672742.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -672764.187500 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -672764.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -672782.500000 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -672782.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -672789.375000 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -672789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -672795.187500 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -672795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -672801.062500 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -672801.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -672808.062500 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -672808.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -672814.437500 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -672814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -672818.312500 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -672818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -672820.000000 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -672820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672822.375000 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -672822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -672824.875000 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -672824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672825.187500 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -672825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -672825.750000 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -672825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672825.375000 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -672825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -672826.250000 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -672826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672825.937500 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -672825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -672827.375000 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -672827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672829.500000 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -672829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -672829.437500 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -672829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -672829.437500 Penalty: 4122.453613
	Iteration 28F: 3 clusters Score -672829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -654123.187500 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -654123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -650467.937500 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -650467.9 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -651358.625000 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -651358.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -651603.062500 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -651603.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -651786.937500 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -651786.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -652002.687500 Penalty: 4078.253418
	Iteration 4F: 3 clusters Score -652002.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -652233.812500 Penalty: 4078.253418
	Iteration 5F: 3 clusters Score -652233.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -652511.812500 Penalty: 4078.253418
	Iteration 6F: 3 clusters Score -652511.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -652733.937500 Penalty: 4078.253418
	Iteration 7F: 3 clusters Score -652733.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -652900.125000 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -652900.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -653047.500000 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -653047.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -653141.125000 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -653141.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -653187.812500 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -653187.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -653225.500000 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -653225.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -653258.375000 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -653258.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -653294.375000 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -653294.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -653321.000000 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -653321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -653344.125000 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -653344.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -653369.375000 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -653369.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -653389.625000 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -653389.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -653407.812500 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -653407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -653417.750000 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -653417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -653427.500000 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -653427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -653433.187500 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -653433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -653436.250000 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -653436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -653438.562500 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -653438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -653439.875000 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -653439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -653440.750000 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -653440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -653442.187500 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -653442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -653442.687500 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -653442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -653442.437500 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -653442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -653442.437500 Penalty: 4078.253418
	Iteration 30F: 3 clusters Score -653442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Entering Unmasked Estep 
Score: -1394148.375000 Penalty: 2228.979736
	Iteration 0F: 2 clusters Score -1394148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1387690.375000 Penalty: 4457.959473
	Iteration 0F: 3 clusters Score -1387690 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1389578.000000 Penalty: 4457.959473
	Iteration 1F: 3 clusters Score -1389578 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1390067.375000 Penalty: 4457.959473
	Iteration 2F: 3 clusters Score -1390067 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1390574.000000 Penalty: 4457.959473
	Iteration 3F: 3 clusters Score -1390574 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1391035.875000 Penalty: 4457.959473
	Iteration 4F: 3 clusters Score -1391036 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1391417.375000 Penalty: 4457.959473
	Iteration 5F: 3 clusters Score -1391417 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1391718.000000 Penalty: 4457.959473
	Iteration 6F: 3 clusters Score -1391718 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1391909.125000 Penalty: 4457.959473
	Iteration 7Q: 3 clusters Score -1391909 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1392044.875000 Penalty: 4457.959473
	Iteration 8Q: 3 clusters Score -1392045 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1392162.375000 Penalty: 4457.959473
	Iteration 9Q: 3 clusters Score -1392162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1392247.250000 Penalty: 4457.959473
	Iteration 10Q: 3 clusters Score -1392247 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1392328.625000 Penalty: 4457.959473
	Iteration 11Q: 3 clusters Score -1392329 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1392391.875000 Penalty: 4457.959473
	Iteration 12Q: 3 clusters Score -1392392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1392442.250000 Penalty: 4457.959473
	Iteration 13Q: 3 clusters Score -1392442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1392480.000000 Penalty: 4457.959473
	Iteration 14Q: 3 clusters Score -1392480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1392516.000000 Penalty: 4457.959473
	Iteration 15Q: 3 clusters Score -1392516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1392545.750000 Penalty: 4457.959473
	Iteration 16Q: 3 clusters Score -1392546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1392575.625000 Penalty: 4457.959473
	Iteration 17Q: 3 clusters Score -1392576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1392599.125000 Penalty: 4457.959473
	Iteration 18Q: 3 clusters Score -1392599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1392620.375000 Penalty: 4457.959473
	Iteration 19Q: 3 clusters Score -1392620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1392640.375000 Penalty: 4457.959473
	Iteration 20F: 3 clusters Score -1392640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1392656.375000 Penalty: 4457.959473
	Iteration 21Q: 3 clusters Score -1392656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1392671.500000 Penalty: 4457.959473
	Iteration 22Q: 3 clusters Score -1392672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1392687.125000 Penalty: 4457.959473
	Iteration 23Q: 3 clusters Score -1392687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1392697.375000 Penalty: 4457.959473
	Iteration 24Q: 3 clusters Score -1392697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1392716.250000 Penalty: 4457.959473
	Iteration 25Q: 3 clusters Score -1392716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1392728.375000 Penalty: 4457.959473
	Iteration 26Q: 3 clusters Score -1392728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1392736.375000 Penalty: 4457.959473
	Iteration 27Q: 3 clusters Score -1392736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1392743.875000 Penalty: 4457.959473
	Iteration 28Q: 3 clusters Score -1392744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1392749.625000 Penalty: 4457.959473
	Iteration 29Q: 3 clusters Score -1392750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1392751.625000 Penalty: 4457.959473
	Iteration 30Q: 3 clusters Score -1392752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1392751.875000 Penalty: 4457.959473
	Iteration 31Q: 3 clusters Score -1392752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1392753.250000 Penalty: 4457.959473
	Iteration 32Q: 3 clusters Score -1392753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1392756.125000 Penalty: 4457.959473
	Iteration 33Q: 3 clusters Score -1392756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1392755.750000 Penalty: 4457.959473
	Iteration 34Q: 3 clusters Score -1392756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1392756.125000 Penalty: 4457.959473
	Iteration 35Q: 3 clusters Score -1392756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1392759.125000 Penalty: 4457.959473
	Iteration 36Q: 3 clusters Score -1392759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1392762.500000 Penalty: 4457.959473
	Iteration 37Q: 3 clusters Score -1392762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1392764.000000 Penalty: 4457.959473
	Iteration 38Q: 3 clusters Score -1392764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1392770.625000 Penalty: 4457.959473
	Iteration 39Q: 3 clusters Score -1392771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1392774.125000 Penalty: 4457.959473
	Iteration 40F: 3 clusters Score -1392774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1392777.125000 Penalty: 4457.959473
	Iteration 41Q: 3 clusters Score -1392777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1392775.875000 Penalty: 4457.959473
	Iteration 42Q: 3 clusters Score -1392776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1392776.875000 Penalty: 4457.959473
	Iteration 43Q: 3 clusters Score -1392777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1392778.375000 Penalty: 4457.959473
	Iteration 44Q: 3 clusters Score -1392778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1392781.750000 Penalty: 4457.959473
	Iteration 45Q: 3 clusters Score -1392782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1392781.875000 Penalty: 4457.959473
	Iteration 46Q: 3 clusters Score -1392782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1392782.375000 Penalty: 4457.959473
	Iteration 47Q: 3 clusters Score -1392782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1392785.625000 Penalty: 4457.959473
	Iteration 48Q: 3 clusters Score -1392786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1392786.750000 Penalty: 4457.959473
	Iteration 49Q: 3 clusters Score -1392787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1392788.375000 Penalty: 4457.959473
	Iteration 50Q: 3 clusters Score -1392788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1392791.375000 Penalty: 4457.959473
	Iteration 51Q: 3 clusters Score -1392791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1392793.750000 Penalty: 4457.959473
	Iteration 52Q: 3 clusters Score -1392794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1392795.750000 Penalty: 4457.959473
	Iteration 53Q: 3 clusters Score -1392796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1392800.125000 Penalty: 4457.959473
	Iteration 54Q: 3 clusters Score -1392800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1392802.625000 Penalty: 4457.959473
	Iteration 55Q: 3 clusters Score -1392803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1392803.500000 Penalty: 4457.959473
	Iteration 56Q: 3 clusters Score -1392804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1392806.375000 Penalty: 4457.959473
	Iteration 57Q: 3 clusters Score -1392806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1392808.625000 Penalty: 4457.959473
	Iteration 58Q: 3 clusters Score -1392809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1392809.375000 Penalty: 4457.959473
	Iteration 59Q: 3 clusters Score -1392809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1392809.750000 Penalty: 4457.959473
	Iteration 60F: 3 clusters Score -1392810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1392816.375000 Penalty: 4457.959473
	Iteration 61Q: 3 clusters Score -1392816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1392818.875000 Penalty: 4457.959473
	Iteration 62Q: 3 clusters Score -1392819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1392820.250000 Penalty: 4457.959473
	Iteration 63Q: 3 clusters Score -1392820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1392824.250000 Penalty: 4457.959473
	Iteration 64Q: 3 clusters Score -1392824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1392826.875000 Penalty: 4457.959473
	Iteration 65Q: 3 clusters Score -1392827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1392827.625000 Penalty: 4457.959473
	Iteration 66Q: 3 clusters Score -1392828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1392828.500000 Penalty: 4457.959473
	Iteration 67Q: 3 clusters Score -1392828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1392827.875000 Penalty: 4457.959473
	Iteration 68Q: 3 clusters Score -1392828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1392829.500000 Penalty: 4457.959473
	Iteration 69Q: 3 clusters Score -1392830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1392829.500000 Penalty: 4457.959473
	Iteration 70F: 3 clusters Score -1392830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1746632.125000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1746632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1738677.125000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1738677 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1741176.750000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1741177 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1741637.750000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1741638 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1742124.625000 Penalty: 4592.056152
	Iteration 3F: 3 clusters Score -1742125 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1742559.500000 Penalty: 4592.056152
	Iteration 4F: 3 clusters Score -1742560 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1742874.125000 Penalty: 4592.056152
	Iteration 5F: 3 clusters Score -1742874 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1743096.875000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1743097 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1743243.875000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1743244 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1743347.125000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1743347 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1743423.375000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1743423 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1743480.875000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1743481 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1743519.375000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1743519 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1743550.250000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1743550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1743584.250000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1743584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1743607.750000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1743608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1743639.750000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1743640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1743674.500000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1743674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1743703.250000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1743703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1743722.500000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1743722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1743753.750000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1743754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1743779.375000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1743779 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1743801.500000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1743802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1743835.125000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1743835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1743878.750000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1743879 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1743924.000000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1743924 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1743983.000000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1743983 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1744041.000000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1744041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1744098.875000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1744099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1744155.250000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1744155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1744211.250000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1744211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1744267.500000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1744268 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1744312.500000 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -1744312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1744356.500000 Penalty: 4592.056152
	Iteration 32Q: 3 clusters Score -1744356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1744397.250000 Penalty: 4592.056152
	Iteration 33Q: 3 clusters Score -1744397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1744437.750000 Penalty: 4592.056152
	Iteration 34Q: 3 clusters Score -1744438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1744483.250000 Penalty: 4592.056152
	Iteration 35Q: 3 clusters Score -1744483 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1744524.125000 Penalty: 4592.056152
	Iteration 36Q: 3 clusters Score -1744524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1744548.375000 Penalty: 4592.056152
	Iteration 37Q: 3 clusters Score -1744548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1744574.750000 Penalty: 4592.056152
	Iteration 38Q: 3 clusters Score -1744575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1744593.250000 Penalty: 4592.056152
	Iteration 39Q: 3 clusters Score -1744593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1744613.875000 Penalty: 4592.056152
	Iteration 40F: 3 clusters Score -1744614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1744639.500000 Penalty: 4592.056152
	Iteration 41Q: 3 clusters Score -1744640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1744659.375000 Penalty: 4592.056152
	Iteration 42Q: 3 clusters Score -1744659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1744681.375000 Penalty: 4592.056152
	Iteration 43Q: 3 clusters Score -1744681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1744695.625000 Penalty: 4592.056152
	Iteration 44Q: 3 clusters Score -1744696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1744708.250000 Penalty: 4592.056152
	Iteration 45Q: 3 clusters Score -1744708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1744716.125000 Penalty: 4592.056152
	Iteration 46Q: 3 clusters Score -1744716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1744728.375000 Penalty: 4592.056152
	Iteration 47Q: 3 clusters Score -1744728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1744738.875000 Penalty: 4592.056152
	Iteration 48Q: 3 clusters Score -1744739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1744742.750000 Penalty: 4592.056152
	Iteration 49Q: 3 clusters Score -1744743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1744748.000000 Penalty: 4592.056152
	Iteration 50Q: 3 clusters Score -1744748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1744756.125000 Penalty: 4592.056152
	Iteration 51Q: 3 clusters Score -1744756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1744754.750000 Penalty: 4592.056152
	Iteration 52Q: 3 clusters Score -1744755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1744755.000000 Penalty: 4592.056152
	Iteration 53Q: 3 clusters Score -1744755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1744759.375000 Penalty: 4592.056152
	Iteration 54Q: 3 clusters Score -1744759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1744758.625000 Penalty: 4592.056152
	Iteration 55Q: 3 clusters Score -1744759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1744758.500000 Penalty: 4592.056152
	Iteration 56Q: 3 clusters Score -1744758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1744760.750000 Penalty: 4592.056152
	Iteration 57Q: 3 clusters Score -1744761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1744760.250000 Penalty: 4592.056152
	Iteration 58Q: 3 clusters Score -1744760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1744761.250000 Penalty: 4592.056152
	Iteration 59Q: 3 clusters Score -1744761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1744761.000000 Penalty: 4592.056152
	Iteration 60F: 3 clusters Score -1744761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1744763.875000 Penalty: 4592.056152
	Iteration 61Q: 3 clusters Score -1744764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1744763.875000 Penalty: 4592.056152
	Iteration 62Q: 3 clusters Score -1744764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1744763.875000 Penalty: 4592.056152
	Iteration 63F: 3 clusters Score -1744764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 432 members 
Entering Unmasked Estep 
Score: -131407.015625 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131407 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131891.015625 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132081.625000 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132081.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132208.562500 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132208.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132294.968750 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -132295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132426.234375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132426.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -132567.140625 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132567.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132721.062500 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132721.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132876.015625 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -132876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133012.500000 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133012.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133149.187500 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133195.156250 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133234.734375 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133263.375000 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133302.953125 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133327.875000 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -133327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133380.703125 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133438.500000 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -133438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133445.953125 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -133446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133449.484375 Penalty: 3346.220459
	Iteration 19F: 3 clusters Score -133449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -133551.781250 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -133551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133552.609375 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -133552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133552.609375 Penalty: 3346.220459
	Iteration 22F: 3 clusters Score -133552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 390 members 
Entering Unmasked Estep 
Score: -117278864.000000 Penalty: 203298.921875
Splitting cluster 36 changes total score from -117279952.000000 to -117278864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -1249416.125000 Penalty: 2200.133301
	Iteration 0F: 2 clusters Score -1249416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1243609.625000 Penalty: 4400.266602
	Iteration 0F: 3 clusters Score -1243610 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1245180.250000 Penalty: 4400.266602
	Iteration 1F: 3 clusters Score -1245180 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1245523.750000 Penalty: 4400.266602
	Iteration 2F: 3 clusters Score -1245524 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1245943.500000 Penalty: 4400.266602
	Iteration 3F: 3 clusters Score -1245944 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1246460.250000 Penalty: 4400.266602
	Iteration 4F: 3 clusters Score -1246460 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1247079.625000 Penalty: 4400.266602
	Iteration 5F: 3 clusters Score -1247080 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1247666.750000 Penalty: 4400.266602
	Iteration 6F: 3 clusters Score -1247667 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1248066.750000 Penalty: 4400.266602
	Iteration 7F: 3 clusters Score -1248067 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1248279.375000 Penalty: 4400.266602
	Iteration 8Q: 3 clusters Score -1248279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1248391.375000 Penalty: 4400.266602
	Iteration 9Q: 3 clusters Score -1248391 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1248469.875000 Penalty: 4400.266602
	Iteration 10Q: 3 clusters Score -1248470 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1248520.750000 Penalty: 4400.266602
	Iteration 11Q: 3 clusters Score -1248521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1248538.250000 Penalty: 4400.266602
	Iteration 12Q: 3 clusters Score -1248538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1248549.250000 Penalty: 4400.266602
	Iteration 13Q: 3 clusters Score -1248549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1248552.625000 Penalty: 4400.266602
	Iteration 14Q: 3 clusters Score -1248553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1248557.125000 Penalty: 4400.266602
	Iteration 15Q: 3 clusters Score -1248557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1248560.000000 Penalty: 4400.266602
	Iteration 16Q: 3 clusters Score -1248560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1248564.750000 Penalty: 4400.266602
	Iteration 17Q: 3 clusters Score -1248565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1248568.500000 Penalty: 4400.266602
	Iteration 18Q: 3 clusters Score -1248568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1248573.375000 Penalty: 4400.266602
	Iteration 19Q: 3 clusters Score -1248573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1248574.750000 Penalty: 4400.266602
	Iteration 20F: 3 clusters Score -1248575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1248576.625000 Penalty: 4400.266602
	Iteration 21Q: 3 clusters Score -1248577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1248576.875000 Penalty: 4400.266602
	Iteration 22Q: 3 clusters Score -1248577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1248578.125000 Penalty: 4400.266602
	Iteration 23Q: 3 clusters Score -1248578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1248578.500000 Penalty: 4400.266602
	Iteration 24Q: 3 clusters Score -1248578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1248575.750000 Penalty: 4400.266602
	Iteration 25Q: 3 clusters Score -1248576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1248577.750000 Penalty: 4400.266602
	Iteration 26Q: 3 clusters Score -1248578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1248577.250000 Penalty: 4400.266602
	Iteration 27Q: 3 clusters Score -1248577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1248577.625000 Penalty: 4400.266602
	Iteration 28Q: 3 clusters Score -1248578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1248581.875000 Penalty: 4400.266602
	Iteration 29Q: 3 clusters Score -1248582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1248584.000000 Penalty: 4400.266602
	Iteration 30Q: 3 clusters Score -1248584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1248582.000000 Penalty: 4400.266602
	Iteration 31Q: 3 clusters Score -1248582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1248583.000000 Penalty: 4400.266602
	Iteration 32Q: 3 clusters Score -1248583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1248585.000000 Penalty: 4400.266602
	Iteration 33Q: 3 clusters Score -1248585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1248585.500000 Penalty: 4400.266602
	Iteration 34Q: 3 clusters Score -1248586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1248584.125000 Penalty: 4400.266602
	Iteration 35Q: 3 clusters Score -1248584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1248587.125000 Penalty: 4400.266602
	Iteration 36Q: 3 clusters Score -1248587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1248586.000000 Penalty: 4400.266602
	Iteration 37Q: 3 clusters Score -1248586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1248586.500000 Penalty: 4400.266602
	Iteration 38Q: 3 clusters Score -1248586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1248587.125000 Penalty: 4400.266602
	Iteration 39Q: 3 clusters Score -1248587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1248586.500000 Penalty: 4400.266602
	Iteration 40F: 3 clusters Score -1248586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1248588.750000 Penalty: 4400.266602
	Iteration 41Q: 3 clusters Score -1248589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1248588.750000 Penalty: 4400.266602
	Iteration 42Q: 3 clusters Score -1248589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1248588.125000 Penalty: 4400.266602
	Iteration 43Q: 3 clusters Score -1248588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1248589.625000 Penalty: 4400.266602
	Iteration 44Q: 3 clusters Score -1248590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1248590.250000 Penalty: 4400.266602
	Iteration 45Q: 3 clusters Score -1248590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1248588.875000 Penalty: 4400.266602
	Iteration 46Q: 3 clusters Score -1248589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1248588.000000 Penalty: 4400.266602
	Iteration 47Q: 3 clusters Score -1248588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1248589.500000 Penalty: 4400.266602
	Iteration 48Q: 3 clusters Score -1248590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1248588.125000 Penalty: 4400.266602
	Iteration 49Q: 3 clusters Score -1248588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1248587.625000 Penalty: 4400.266602
	Iteration 50Q: 3 clusters Score -1248588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1248589.000000 Penalty: 4400.266602
	Iteration 51Q: 3 clusters Score -1248589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1248590.625000 Penalty: 4400.266602
	Iteration 52Q: 3 clusters Score -1248591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1248593.125000 Penalty: 4400.266602
	Iteration 53Q: 3 clusters Score -1248593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1248595.375000 Penalty: 4400.266602
	Iteration 54Q: 3 clusters Score -1248595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1248593.000000 Penalty: 4400.266602
	Iteration 55Q: 3 clusters Score -1248593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1248595.000000 Penalty: 4400.266602
	Iteration 56Q: 3 clusters Score -1248595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1248595.000000 Penalty: 4400.266602
	Iteration 57F: 3 clusters Score -1248595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Entering Unmasked Estep 
Score: -6061181.500000 Penalty: 2587.718994
	Iteration 0F: 2 clusters Score -6061182 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 17113 members 
Entering Unmasked Estep 
Score: -6038166.500000 Penalty: 5175.437988
	Iteration 0F: 3 clusters Score -6038166 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -6046568.000000 Penalty: 5175.437988
	Iteration 1F: 3 clusters Score -6046568 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6047041.000000 Penalty: 5175.437988
	Iteration 2Q: 3 clusters Score -6047041 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -6047468.500000 Penalty: 5175.437988
	Iteration 3Q: 3 clusters Score -6047468 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -6047889.000000 Penalty: 5175.437988
	Iteration 4Q: 3 clusters Score -6047889 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -6048354.000000 Penalty: 5175.437988
	Iteration 5Q: 3 clusters Score -6048354 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6049005.500000 Penalty: 5175.437988
	Iteration 6Q: 3 clusters Score -6049006 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -6049858.500000 Penalty: 5175.437988
	Iteration 7Q: 3 clusters Score -6049858 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -6050981.500000 Penalty: 5175.437988
	Iteration 8F: 3 clusters Score -6050982 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -6052440.500000 Penalty: 5175.437988
	Iteration 9F: 3 clusters Score -6052440 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -6054103.000000 Penalty: 5175.437988
	Iteration 10F: 3 clusters Score -6054103 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6055793.500000 Penalty: 5175.437988
	Iteration 11F: 3 clusters Score -6055794 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6057090.000000 Penalty: 5175.437988
	Iteration 12Q: 3 clusters Score -6057090 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -6058073.500000 Penalty: 5175.437988
	Iteration 13Q: 3 clusters Score -6058074 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -6058552.000000 Penalty: 5175.437988
	Iteration 14Q: 3 clusters Score -6058552 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -6058767.000000 Penalty: 5175.437988
	Iteration 15Q: 3 clusters Score -6058767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -6058839.000000 Penalty: 5175.437988
	Iteration 16Q: 3 clusters Score -6058839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6058905.500000 Penalty: 5175.437988
	Iteration 17Q: 3 clusters Score -6058906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6058954.000000 Penalty: 5175.437988
	Iteration 18Q: 3 clusters Score -6058954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -6058965.500000 Penalty: 5175.437988
	Iteration 19Q: 3 clusters Score -6058966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -6058984.000000 Penalty: 5175.437988
	Iteration 20F: 3 clusters Score -6058984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -6058992.000000 Penalty: 5175.437988
	Iteration 21Q: 3 clusters Score -6058992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6059003.500000 Penalty: 5175.437988
	Iteration 22Q: 3 clusters Score -6059004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -6059002.500000 Penalty: 5175.437988
	Iteration 23Q: 3 clusters Score -6059002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -6059014.000000 Penalty: 5175.437988
	Iteration 24Q: 3 clusters Score -6059014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -6059014.000000 Penalty: 5175.437988
	Iteration 25F: 3 clusters Score -6059014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -542773.062500 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -542773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -539487.750000 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -539487.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -540248.062500 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -540248.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -540472.875000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -540472.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -540736.312500 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -540736.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -541085.375000 Penalty: 3993.307129
	Iteration 4F: 3 clusters Score -541085.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -541434.250000 Penalty: 3993.307129
	Iteration 5F: 3 clusters Score -541434.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -541790.437500 Penalty: 3993.307129
	Iteration 6F: 3 clusters Score -541790.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -542110.875000 Penalty: 3993.307129
	Iteration 7F: 3 clusters Score -542110.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -542315.875000 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -542315.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -542418.187500 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -542418.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -542475.437500 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -542475.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -542500.750000 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -542500.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -542511.375000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -542511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -542517.437500 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -542517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -542523.062500 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -542523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -542526.375000 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -542526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -542531.187500 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -542531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -542535.750000 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -542535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -542543.437500 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -542543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -542546.062500 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -542546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -542548.062500 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -542548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -542549.937500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -542549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -542551.687500 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -542551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -542554.125000 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -542554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -542555.062500 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -542555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -542555.500000 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -542555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -542557.625000 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -542557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -542558.437500 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -542558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -542558.437500 Penalty: 3993.307129
	Iteration 28F: 3 clusters Score -542558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Entering Unmasked Estep 
Score: -5130289.500000 Penalty: 2549.253906
	Iteration 0F: 2 clusters Score -5130290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5110265.500000 Penalty: 5098.507812
	Iteration 0F: 3 clusters Score -5110266 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5117499.500000 Penalty: 5098.507812
	Iteration 1F: 3 clusters Score -5117500 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5117887.500000 Penalty: 5098.507812
	Iteration 2Q: 3 clusters Score -5117888 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -5118257.500000 Penalty: 5098.507812
	Iteration 3Q: 3 clusters Score -5118258 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5118551.500000 Penalty: 5098.507812
	Iteration 4Q: 3 clusters Score -5118552 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5118934.500000 Penalty: 5098.507812
	Iteration 5Q: 3 clusters Score -5118934 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5119462.500000 Penalty: 5098.507812
	Iteration 6Q: 3 clusters Score -5119462 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5120125.000000 Penalty: 5098.507812
	Iteration 7Q: 3 clusters Score -5120125 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5120977.000000 Penalty: 5098.507812
	Iteration 8F: 3 clusters Score -5120977 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5122098.000000 Penalty: 5098.507812
	Iteration 9F: 3 clusters Score -5122098 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5123377.000000 Penalty: 5098.507812
	Iteration 10F: 3 clusters Score -5123377 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5124780.000000 Penalty: 5098.507812
	Iteration 11F: 3 clusters Score -5124780 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5126010.500000 Penalty: 5098.507812
	Iteration 12Q: 3 clusters Score -5126010 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -5126870.500000 Penalty: 5098.507812
	Iteration 13Q: 3 clusters Score -5126870 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5127411.500000 Penalty: 5098.507812
	Iteration 14Q: 3 clusters Score -5127412 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5127703.000000 Penalty: 5098.507812
	Iteration 15Q: 3 clusters Score -5127703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5127823.500000 Penalty: 5098.507812
	Iteration 16Q: 3 clusters Score -5127824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5127906.500000 Penalty: 5098.507812
	Iteration 17Q: 3 clusters Score -5127906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5127955.500000 Penalty: 5098.507812
	Iteration 18Q: 3 clusters Score -5127956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5127977.500000 Penalty: 5098.507812
	Iteration 19Q: 3 clusters Score -5127978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5127998.000000 Penalty: 5098.507812
	Iteration 20F: 3 clusters Score -5127998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5128036.000000 Penalty: 5098.507812
	Iteration 21Q: 3 clusters Score -5128036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5128039.000000 Penalty: 5098.507812
	Iteration 22Q: 3 clusters Score -5128039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5128043.500000 Penalty: 5098.507812
	Iteration 23Q: 3 clusters Score -5128044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5128048.000000 Penalty: 5098.507812
	Iteration 24Q: 3 clusters Score -5128048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5128056.500000 Penalty: 5098.507812
	Iteration 25Q: 3 clusters Score -5128056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5128056.500000 Penalty: 5098.507812
	Iteration 26F: 3 clusters Score -5128056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -1066944.625000 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -1066945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1061420.750000 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -1061421 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1062906.250000 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -1062906 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1063331.625000 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -1063332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1063699.500000 Penalty: 4358.763672
	Iteration 3F: 3 clusters Score -1063700 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1064040.625000 Penalty: 4358.763672
	Iteration 4F: 3 clusters Score -1064041 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1064392.750000 Penalty: 4358.763672
	Iteration 5F: 3 clusters Score -1064393 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1064737.625000 Penalty: 4358.763672
	Iteration 6F: 3 clusters Score -1064738 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1064992.875000 Penalty: 4358.763672
	Iteration 7F: 3 clusters Score -1064993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1065168.250000 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -1065168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1065300.000000 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -1065300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1065401.000000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -1065401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1065482.000000 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -1065482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1065559.250000 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -1065559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1065625.250000 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -1065625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1065678.125000 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -1065678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1065720.750000 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -1065721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1065769.375000 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -1065769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1065816.125000 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -1065816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1065859.000000 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -1065859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1065897.000000 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -1065897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1065915.000000 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -1065915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1065943.000000 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -1065943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1065954.375000 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -1065954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1065964.375000 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -1065964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1065967.500000 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -1065968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1065974.875000 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -1065975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1065975.500000 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -1065976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1065977.250000 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -1065977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1065979.375000 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -1065979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1065979.875000 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -1065980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1065981.500000 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -1065982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1065981.000000 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -1065981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1065984.375000 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -1065984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1065985.875000 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -1065986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1065985.500000 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -1065986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1065987.125000 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -1065987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1065987.000000 Penalty: 4358.763672
	Iteration 36Q: 3 clusters Score -1065987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1065987.625000 Penalty: 4358.763672
	Iteration 37Q: 3 clusters Score -1065988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1065989.375000 Penalty: 4358.763672
	Iteration 38Q: 3 clusters Score -1065989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1065990.875000 Penalty: 4358.763672
	Iteration 39Q: 3 clusters Score -1065991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1065992.125000 Penalty: 4358.763672
	Iteration 40F: 3 clusters Score -1065992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1065994.250000 Penalty: 4358.763672
	Iteration 41Q: 3 clusters Score -1065994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1065998.250000 Penalty: 4358.763672
	Iteration 42Q: 3 clusters Score -1065998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1065999.000000 Penalty: 4358.763672
	Iteration 43Q: 3 clusters Score -1065999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1066004.500000 Penalty: 4358.763672
	Iteration 44Q: 3 clusters Score -1066004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1066005.875000 Penalty: 4358.763672
	Iteration 45Q: 3 clusters Score -1066006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1066005.750000 Penalty: 4358.763672
	Iteration 46Q: 3 clusters Score -1066006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1066008.000000 Penalty: 4358.763672
	Iteration 47Q: 3 clusters Score -1066008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1066010.250000 Penalty: 4358.763672
	Iteration 48Q: 3 clusters Score -1066010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1066010.000000 Penalty: 4358.763672
	Iteration 49Q: 3 clusters Score -1066010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1066010.500000 Penalty: 4358.763672
	Iteration 50Q: 3 clusters Score -1066010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1066010.375000 Penalty: 4358.763672
	Iteration 51Q: 3 clusters Score -1066010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1066010.375000 Penalty: 4358.763672
	Iteration 52F: 3 clusters Score -1066010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -1347306.875000 Penalty: 2222.227783
	Iteration 0F: 2 clusters Score -1347307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1341092.500000 Penalty: 4444.455566
	Iteration 0F: 3 clusters Score -1341092 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1342805.500000 Penalty: 4444.455566
	Iteration 1F: 3 clusters Score -1342806 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1343134.375000 Penalty: 4444.455566
	Iteration 2F: 3 clusters Score -1343134 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1343408.250000 Penalty: 4444.455566
	Iteration 3F: 3 clusters Score -1343408 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1343688.750000 Penalty: 4444.455566
	Iteration 4F: 3 clusters Score -1343689 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1344045.375000 Penalty: 4444.455566
	Iteration 5F: 3 clusters Score -1344045 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1344499.500000 Penalty: 4444.455566
	Iteration 6F: 3 clusters Score -1344500 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1344976.500000 Penalty: 4444.455566
	Iteration 7F: 3 clusters Score -1344976 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1345353.500000 Penalty: 4444.455566
	Iteration 8F: 3 clusters Score -1345354 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1345644.125000 Penalty: 4444.455566
	Iteration 9Q: 3 clusters Score -1345644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1345841.125000 Penalty: 4444.455566
	Iteration 10Q: 3 clusters Score -1345841 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1345956.375000 Penalty: 4444.455566
	Iteration 11Q: 3 clusters Score -1345956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1346018.750000 Penalty: 4444.455566
	Iteration 12Q: 3 clusters Score -1346019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1346058.750000 Penalty: 4444.455566
	Iteration 13Q: 3 clusters Score -1346059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1346079.750000 Penalty: 4444.455566
	Iteration 14Q: 3 clusters Score -1346080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1346094.500000 Penalty: 4444.455566
	Iteration 15Q: 3 clusters Score -1346094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1346103.125000 Penalty: 4444.455566
	Iteration 16Q: 3 clusters Score -1346103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1346117.000000 Penalty: 4444.455566
	Iteration 17Q: 3 clusters Score -1346117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1346122.250000 Penalty: 4444.455566
	Iteration 18Q: 3 clusters Score -1346122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1346126.125000 Penalty: 4444.455566
	Iteration 19Q: 3 clusters Score -1346126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1346128.000000 Penalty: 4444.455566
	Iteration 20F: 3 clusters Score -1346128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1346130.250000 Penalty: 4444.455566
	Iteration 21Q: 3 clusters Score -1346130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1346134.875000 Penalty: 4444.455566
	Iteration 22Q: 3 clusters Score -1346135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1346136.125000 Penalty: 4444.455566
	Iteration 23Q: 3 clusters Score -1346136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1346140.875000 Penalty: 4444.455566
	Iteration 24Q: 3 clusters Score -1346141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1346144.500000 Penalty: 4444.455566
	Iteration 25Q: 3 clusters Score -1346144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1346149.125000 Penalty: 4444.455566
	Iteration 26Q: 3 clusters Score -1346149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1346149.500000 Penalty: 4444.455566
	Iteration 27Q: 3 clusters Score -1346150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1346147.500000 Penalty: 4444.455566
	Iteration 28Q: 3 clusters Score -1346148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1346151.625000 Penalty: 4444.455566
	Iteration 29Q: 3 clusters Score -1346152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1346153.500000 Penalty: 4444.455566
	Iteration 30Q: 3 clusters Score -1346154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1346158.375000 Penalty: 4444.455566
	Iteration 31Q: 3 clusters Score -1346158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1346158.250000 Penalty: 4444.455566
	Iteration 32Q: 3 clusters Score -1346158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1346161.000000 Penalty: 4444.455566
	Iteration 33Q: 3 clusters Score -1346161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1346162.500000 Penalty: 4444.455566
	Iteration 34Q: 3 clusters Score -1346162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1346163.375000 Penalty: 4444.455566
	Iteration 35Q: 3 clusters Score -1346163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1346166.875000 Penalty: 4444.455566
	Iteration 36Q: 3 clusters Score -1346167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1346166.375000 Penalty: 4444.455566
	Iteration 37Q: 3 clusters Score -1346166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1346166.375000 Penalty: 4444.455566
	Iteration 38F: 3 clusters Score -1346166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -2514957.500000 Penalty: 2382.711182
	Iteration 0F: 2 clusters Score -2514958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2504316.750000 Penalty: 4765.422363
	Iteration 0F: 3 clusters Score -2504317 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2507940.250000 Penalty: 4765.422363
	Iteration 1F: 3 clusters Score -2507940 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2508613.000000 Penalty: 4765.422363
	Iteration 2F: 3 clusters Score -2508613 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2509337.250000 Penalty: 4765.422363
	Iteration 3F: 3 clusters Score -2509337 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2510251.500000 Penalty: 4765.422363
	Iteration 4F: 3 clusters Score -2510252 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2511330.750000 Penalty: 4765.422363
	Iteration 5F: 3 clusters Score -2511331 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2512418.750000 Penalty: 4765.422363
	Iteration 6F: 3 clusters Score -2512419 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2513267.750000 Penalty: 4765.422363
	Iteration 7F: 3 clusters Score -2513268 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2513721.000000 Penalty: 4765.422363
	Iteration 8F: 3 clusters Score -2513721 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2513970.500000 Penalty: 4765.422363
	Iteration 9Q: 3 clusters Score -2513970 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2514097.250000 Penalty: 4765.422363
	Iteration 10Q: 3 clusters Score -2514097 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2514144.250000 Penalty: 4765.422363
	Iteration 11Q: 3 clusters Score -2514144 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2514178.750000 Penalty: 4765.422363
	Iteration 12Q: 3 clusters Score -2514179 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2514198.000000 Penalty: 4765.422363
	Iteration 13Q: 3 clusters Score -2514198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2514222.000000 Penalty: 4765.422363
	Iteration 14Q: 3 clusters Score -2514222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2514239.250000 Penalty: 4765.422363
	Iteration 15Q: 3 clusters Score -2514239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2514253.750000 Penalty: 4765.422363
	Iteration 16Q: 3 clusters Score -2514254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2514264.000000 Penalty: 4765.422363
	Iteration 17Q: 3 clusters Score -2514264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2514273.750000 Penalty: 4765.422363
	Iteration 18Q: 3 clusters Score -2514274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2514272.250000 Penalty: 4765.422363
	Iteration 19Q: 3 clusters Score -2514272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2514279.250000 Penalty: 4765.422363
	Iteration 20F: 3 clusters Score -2514279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2514284.750000 Penalty: 4765.422363
	Iteration 21Q: 3 clusters Score -2514285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2514278.000000 Penalty: 4765.422363
	Iteration 22Q: 3 clusters Score -2514278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2514276.500000 Penalty: 4765.422363
	Iteration 23Q: 3 clusters Score -2514276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2514274.250000 Penalty: 4765.422363
	Iteration 24Q: 3 clusters Score -2514274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2514270.500000 Penalty: 4765.422363
	Iteration 25Q: 3 clusters Score -2514270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2514276.500000 Penalty: 4765.422363
	Iteration 26Q: 3 clusters Score -2514276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2514280.250000 Penalty: 4765.422363
	Iteration 27Q: 3 clusters Score -2514280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2514280.250000 Penalty: 4765.422363
	Iteration 28Q: 3 clusters Score -2514280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2514278.000000 Penalty: 4765.422363
	Iteration 29Q: 3 clusters Score -2514278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2514280.250000 Penalty: 4765.422363
	Iteration 30Q: 3 clusters Score -2514280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2514279.750000 Penalty: 4765.422363
	Iteration 31Q: 3 clusters Score -2514280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2514279.500000 Penalty: 4765.422363
	Iteration 32Q: 3 clusters Score -2514280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2514274.000000 Penalty: 4765.422363
	Iteration 33Q: 3 clusters Score -2514274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2514276.000000 Penalty: 4765.422363
	Iteration 34Q: 3 clusters Score -2514276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2514276.750000 Penalty: 4765.422363
	Iteration 35Q: 3 clusters Score -2514277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2514274.750000 Penalty: 4765.422363
	Iteration 36Q: 3 clusters Score -2514275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2514274.750000 Penalty: 4765.422363
	Iteration 37F: 3 clusters Score -2514275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Entering Unmasked Estep 
Score: -734960.625000 Penalty: 2093.839355
	Iteration 0F: 2 clusters Score -734960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -730666.187500 Penalty: 4187.678711
	Iteration 0F: 3 clusters Score -730666.2 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -732004.437500 Penalty: 4187.678711
	Iteration 1F: 3 clusters Score -732004.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -732675.812500 Penalty: 4187.678711
	Iteration 2F: 3 clusters Score -732675.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -733395.937500 Penalty: 4187.678711
	Iteration 3F: 3 clusters Score -733395.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -733942.875000 Penalty: 4187.678711
	Iteration 4F: 3 clusters Score -733942.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -734324.000000 Penalty: 4187.678711
	Iteration 5F: 3 clusters Score -734324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -734534.937500 Penalty: 4187.678711
	Iteration 6Q: 3 clusters Score -734534.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -734630.000000 Penalty: 4187.678711
	Iteration 7Q: 3 clusters Score -734630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -734675.500000 Penalty: 4187.678711
	Iteration 8Q: 3 clusters Score -734675.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -734696.875000 Penalty: 4187.678711
	Iteration 9Q: 3 clusters Score -734696.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -734707.750000 Penalty: 4187.678711
	Iteration 10Q: 3 clusters Score -734707.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -734714.375000 Penalty: 4187.678711
	Iteration 11Q: 3 clusters Score -734714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -734722.250000 Penalty: 4187.678711
	Iteration 12Q: 3 clusters Score -734722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -734728.562500 Penalty: 4187.678711
	Iteration 13Q: 3 clusters Score -734728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -734730.750000 Penalty: 4187.678711
	Iteration 14Q: 3 clusters Score -734730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -734735.562500 Penalty: 4187.678711
	Iteration 15Q: 3 clusters Score -734735.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -734741.375000 Penalty: 4187.678711
	Iteration 16Q: 3 clusters Score -734741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -734745.125000 Penalty: 4187.678711
	Iteration 17Q: 3 clusters Score -734745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -734748.250000 Penalty: 4187.678711
	Iteration 18Q: 3 clusters Score -734748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -734748.000000 Penalty: 4187.678711
	Iteration 19Q: 3 clusters Score -734748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -734748.187500 Penalty: 4187.678711
	Iteration 20F: 3 clusters Score -734748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -734750.687500 Penalty: 4187.678711
	Iteration 21Q: 3 clusters Score -734750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -734752.062500 Penalty: 4187.678711
	Iteration 22Q: 3 clusters Score -734752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -734751.937500 Penalty: 4187.678711
	Iteration 23Q: 3 clusters Score -734751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -734751.187500 Penalty: 4187.678711
	Iteration 24Q: 3 clusters Score -734751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -734751.187500 Penalty: 4187.678711
	Iteration 25F: 3 clusters Score -734751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -40952.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -40952.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39824.171875 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -39824.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40038.542969 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -40038.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40090.687500 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -40090.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40110.082031 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -40110.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40125.500000 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -40125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40128.089844 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -40128.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40134.101562 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -40134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40134.101562 Penalty: 2842.129395
	Iteration 7F: 3 clusters Score -40134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -28529.025391 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -28529.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27379.355469 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -27379.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27771.453125 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -27771.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27987.001953 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -27987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28169.425781 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -28169.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28251.080078 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -28251.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28293.593750 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -28293.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28322.123047 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -28322.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28344.087891 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -28344.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28353.169922 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -28353.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28360.541016 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -28360.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28396.617188 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -28396.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28421.335938 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -28421.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28465.191406 Penalty: 2924.988281
	Iteration 12Q: 3 clusters Score -28465.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28493.765625 Penalty: 2924.988281
	Iteration 13Q: 3 clusters Score -28493.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28504.136719 Penalty: 2924.988281
	Iteration 14Q: 3 clusters Score -28504.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28545.568359 Penalty: 2924.988281
	Iteration 15Q: 3 clusters Score -28545.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28631.806641 Penalty: 2924.988281
	Iteration 16Q: 3 clusters Score -28631.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28635.966797 Penalty: 2924.988281
	Iteration 17Q: 3 clusters Score -28635.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28653.107422 Penalty: 2924.988281
	Iteration 18Q: 3 clusters Score -28653.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28670.128906 Penalty: 2924.988281
	Iteration 19Q: 3 clusters Score -28670.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28696.343750 Penalty: 2924.988281
	Iteration 20F: 3 clusters Score -28696.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28733.218750 Penalty: 2924.988281
	Iteration 21Q: 3 clusters Score -28733.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28747.041016 Penalty: 2924.988281
	Iteration 22Q: 3 clusters Score -28747.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28752.123047 Penalty: 2924.988281
	Iteration 23Q: 3 clusters Score -28752.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28772.507812 Penalty: 2924.988281
	Iteration 24Q: 3 clusters Score -28772.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28809.998047 Penalty: 2924.988281
	Iteration 25Q: 3 clusters Score -28810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28871.025391 Penalty: 2924.988281
	Iteration 26Q: 3 clusters Score -28871.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28896.697266 Penalty: 2924.988281
	Iteration 27Q: 3 clusters Score -28896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28912.839844 Penalty: 2924.988281
	Iteration 28Q: 3 clusters Score -28912.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28963.242188 Penalty: 2924.988281
	Iteration 29Q: 3 clusters Score -28963.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28963.242188 Penalty: 2924.988281
	Iteration 30F: 3 clusters Score -28963.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 192 members 
Entering Unmasked Estep 
Score: -117278584.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117279952.000000 to -117278584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -1447085.875000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -1447086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1440551.625000 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -1440552 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1442486.250000 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -1442486 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1442891.500000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -1442892 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1443261.750000 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -1443262 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1443745.125000 Penalty: 4473.453125
	Iteration 4F: 3 clusters Score -1443745 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1444450.750000 Penalty: 4473.453125
	Iteration 5F: 3 clusters Score -1444451 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1445301.000000 Penalty: 4473.453125
	Iteration 6F: 3 clusters Score -1445301 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1445936.375000 Penalty: 4473.453125
	Iteration 7F: 3 clusters Score -1445936 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1446262.250000 Penalty: 4473.453125
	Iteration 8F: 3 clusters Score -1446262 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1446408.375000 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -1446408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1446488.125000 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -1446488 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1446544.125000 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -1446544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1446593.375000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -1446593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1446634.875000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -1446635 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1446672.125000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -1446672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1446707.875000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -1446708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1446729.250000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -1446729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1446741.625000 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -1446742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1446757.125000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -1446757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1446783.750000 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -1446784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1446801.125000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -1446801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1446814.250000 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -1446814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1446828.375000 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -1446828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1446836.875000 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -1446837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1446841.875000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -1446842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1446845.875000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -1446846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1446847.625000 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -1446848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1446851.375000 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -1446851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1446859.000000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -1446859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1446856.000000 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -1446856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1446857.250000 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -1446857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1446855.875000 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -1446856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1446859.250000 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -1446859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1446856.750000 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -1446857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1446862.500000 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -1446862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1446856.000000 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -1446856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1446859.000000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -1446859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1446861.625000 Penalty: 4473.453125
	Iteration 37Q: 3 clusters Score -1446862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1446861.500000 Penalty: 4473.453125
	Iteration 38Q: 3 clusters Score -1446862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1446863.125000 Penalty: 4473.453125
	Iteration 39Q: 3 clusters Score -1446863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1446863.625000 Penalty: 4473.453125
	Iteration 40F: 3 clusters Score -1446864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1446864.625000 Penalty: 4473.453125
	Iteration 41Q: 3 clusters Score -1446865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1446867.375000 Penalty: 4473.453125
	Iteration 42Q: 3 clusters Score -1446867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1446870.625000 Penalty: 4473.453125
	Iteration 43Q: 3 clusters Score -1446871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1446870.375000 Penalty: 4473.453125
	Iteration 44Q: 3 clusters Score -1446870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1446872.125000 Penalty: 4473.453125
	Iteration 45Q: 3 clusters Score -1446872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1446875.875000 Penalty: 4473.453125
	Iteration 46Q: 3 clusters Score -1446876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1446874.750000 Penalty: 4473.453125
	Iteration 47Q: 3 clusters Score -1446875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1446874.250000 Penalty: 4473.453125
	Iteration 48Q: 3 clusters Score -1446874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1446872.000000 Penalty: 4473.453125
	Iteration 49Q: 3 clusters Score -1446872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1446875.625000 Penalty: 4473.453125
	Iteration 50Q: 3 clusters Score -1446876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1446874.625000 Penalty: 4473.453125
	Iteration 51Q: 3 clusters Score -1446875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1446875.625000 Penalty: 4473.453125
	Iteration 52Q: 3 clusters Score -1446876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1446875.750000 Penalty: 4473.453125
	Iteration 53Q: 3 clusters Score -1446876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1446878.750000 Penalty: 4473.453125
	Iteration 54Q: 3 clusters Score -1446879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1446877.750000 Penalty: 4473.453125
	Iteration 55Q: 3 clusters Score -1446878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1446877.750000 Penalty: 4473.453125
	Iteration 56F: 3 clusters Score -1446878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Entering Unmasked Estep 
Score: -7017993.000000 Penalty: 2625.009033
	Iteration 0F: 2 clusters Score -7017993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6993137.000000 Penalty: 5250.018066
	Iteration 0F: 3 clusters Score -6993137 nChanged 18103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -7003029.500000 Penalty: 5250.018066
	Iteration 1F: 3 clusters Score -7003030 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7003657.000000 Penalty: 5250.018066
	Iteration 2Q: 3 clusters Score -7003657 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -7004452.000000 Penalty: 5250.018066
	Iteration 3Q: 3 clusters Score -7004452 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7005526.500000 Penalty: 5250.018066
	Iteration 4F: 3 clusters Score -7005526 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -7006968.500000 Penalty: 5250.018066
	Iteration 5F: 3 clusters Score -7006968 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -7008773.500000 Penalty: 5250.018066
	Iteration 6F: 3 clusters Score -7008774 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -7010575.000000 Penalty: 5250.018066
	Iteration 7F: 3 clusters Score -7010575 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -7012174.000000 Penalty: 5250.018066
	Iteration 8F: 3 clusters Score -7012174 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7013441.000000 Penalty: 5250.018066
	Iteration 9Q: 3 clusters Score -7013441 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -7014365.000000 Penalty: 5250.018066
	Iteration 10Q: 3 clusters Score -7014365 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -7014934.000000 Penalty: 5250.018066
	Iteration 11Q: 3 clusters Score -7014934 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -7015287.000000 Penalty: 5250.018066
	Iteration 12Q: 3 clusters Score -7015287 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7015489.500000 Penalty: 5250.018066
	Iteration 13Q: 3 clusters Score -7015490 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7015633.000000 Penalty: 5250.018066
	Iteration 14Q: 3 clusters Score -7015633 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -7015705.000000 Penalty: 5250.018066
	Iteration 15Q: 3 clusters Score -7015705 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -7015804.000000 Penalty: 5250.018066
	Iteration 16Q: 3 clusters Score -7015804 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -7015836.500000 Penalty: 5250.018066
	Iteration 17Q: 3 clusters Score -7015836 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7015831.500000 Penalty: 5250.018066
	Iteration 18Q: 3 clusters Score -7015832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -7015852.000000 Penalty: 5250.018066
	Iteration 19Q: 3 clusters Score -7015852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -7015897.500000 Penalty: 5250.018066
	Iteration 20F: 3 clusters Score -7015898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -7015879.500000 Penalty: 5250.018066
	Iteration 21Q: 3 clusters Score -7015880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7015865.500000 Penalty: 5250.018066
	Iteration 22Q: 3 clusters Score -7015866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -7015866.500000 Penalty: 5250.018066
	Iteration 23Q: 3 clusters Score -7015866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7015861.500000 Penalty: 5250.018066
	Iteration 24Q: 3 clusters Score -7015862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7015868.000000 Penalty: 5250.018066
	Iteration 25Q: 3 clusters Score -7015868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7015878.500000 Penalty: 5250.018066
	Iteration 26Q: 3 clusters Score -7015878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7015888.000000 Penalty: 5250.018066
	Iteration 27Q: 3 clusters Score -7015888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -7015890.000000 Penalty: 5250.018066
	Iteration 28Q: 3 clusters Score -7015890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7015879.500000 Penalty: 5250.018066
	Iteration 29Q: 3 clusters Score -7015880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -7015896.000000 Penalty: 5250.018066
	Iteration 30Q: 3 clusters Score -7015896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7015886.000000 Penalty: 5250.018066
	Iteration 31Q: 3 clusters Score -7015886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -7015904.000000 Penalty: 5250.018066
	Iteration 32Q: 3 clusters Score -7015904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7015907.500000 Penalty: 5250.018066
	Iteration 33Q: 3 clusters Score -7015908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7015901.000000 Penalty: 5250.018066
	Iteration 34Q: 3 clusters Score -7015901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7015904.000000 Penalty: 5250.018066
	Iteration 35Q: 3 clusters Score -7015904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7015896.500000 Penalty: 5250.018066
	Iteration 36Q: 3 clusters Score -7015896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7015898.000000 Penalty: 5250.018066
	Iteration 37Q: 3 clusters Score -7015898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7015907.000000 Penalty: 5250.018066
	Iteration 38Q: 3 clusters Score -7015907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7015918.500000 Penalty: 5250.018066
	Iteration 39Q: 3 clusters Score -7015918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7015916.000000 Penalty: 5250.018066
	Iteration 40F: 3 clusters Score -7015916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7015914.000000 Penalty: 5250.018066
	Iteration 41Q: 3 clusters Score -7015914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7015912.500000 Penalty: 5250.018066
	Iteration 42Q: 3 clusters Score -7015912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7015914.000000 Penalty: 5250.018066
	Iteration 43Q: 3 clusters Score -7015914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7015909.500000 Penalty: 5250.018066
	Iteration 44Q: 3 clusters Score -7015910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7015903.000000 Penalty: 5250.018066
	Iteration 45Q: 3 clusters Score -7015903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -7015898.500000 Penalty: 5250.018066
	Iteration 46Q: 3 clusters Score -7015898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7015907.000000 Penalty: 5250.018066
	Iteration 47Q: 3 clusters Score -7015907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -7015905.500000 Penalty: 5250.018066
	Iteration 48Q: 3 clusters Score -7015906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -7015906.500000 Penalty: 5250.018066
	Iteration 49Q: 3 clusters Score -7015906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -7015907.500000 Penalty: 5250.018066
	Iteration 50Q: 3 clusters Score -7015908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7015902.500000 Penalty: 5250.018066
	Iteration 51Q: 3 clusters Score -7015902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7015903.500000 Penalty: 5250.018066
	Iteration 52Q: 3 clusters Score -7015904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7015900.000000 Penalty: 5250.018066
	Iteration 53Q: 3 clusters Score -7015900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7015902.500000 Penalty: 5250.018066
	Iteration 54Q: 3 clusters Score -7015902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7015908.500000 Penalty: 5250.018066
	Iteration 55Q: 3 clusters Score -7015908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7015916.500000 Penalty: 5250.018066
	Iteration 56Q: 3 clusters Score -7015916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7015909.500000 Penalty: 5250.018066
	Iteration 57Q: 3 clusters Score -7015910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7015912.500000 Penalty: 5250.018066
	Iteration 58Q: 3 clusters Score -7015912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7015916.500000 Penalty: 5250.018066
	Iteration 59Q: 3 clusters Score -7015916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7015919.500000 Penalty: 5250.018066
	Iteration 60F: 3 clusters Score -7015920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7015917.000000 Penalty: 5250.018066
	Iteration 61Q: 3 clusters Score -7015917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7015919.500000 Penalty: 5250.018066
	Iteration 62Q: 3 clusters Score -7015920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7015919.500000 Penalty: 5250.018066
	Iteration 63F: 3 clusters Score -7015920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Entering Unmasked Estep 
Score: -6441248.500000 Penalty: 2598.031982
	Iteration 0F: 2 clusters Score -6441248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6417826.000000 Penalty: 5196.063965
	Iteration 0F: 3 clusters Score -6417826 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -6426723.000000 Penalty: 5196.063965
	Iteration 1F: 3 clusters Score -6426723 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -6427202.500000 Penalty: 5196.063965
	Iteration 2Q: 3 clusters Score -6427202 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6427526.000000 Penalty: 5196.063965
	Iteration 3Q: 3 clusters Score -6427526 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6427799.000000 Penalty: 5196.063965
	Iteration 4Q: 3 clusters Score -6427799 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -6428096.000000 Penalty: 5196.063965
	Iteration 5Q: 3 clusters Score -6428096 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -6428332.000000 Penalty: 5196.063965
	Iteration 6Q: 3 clusters Score -6428332 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6428498.500000 Penalty: 5196.063965
	Iteration 7Q: 3 clusters Score -6428498 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -6428650.500000 Penalty: 5196.063965
	Iteration 8Q: 3 clusters Score -6428650 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -6428811.500000 Penalty: 5196.063965
	Iteration 9Q: 3 clusters Score -6428812 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6428964.000000 Penalty: 5196.063965
	Iteration 10Q: 3 clusters Score -6428964 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -6429129.500000 Penalty: 5196.063965
	Iteration 11Q: 3 clusters Score -6429130 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -6429353.500000 Penalty: 5196.063965
	Iteration 12Q: 3 clusters Score -6429354 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6429620.500000 Penalty: 5196.063965
	Iteration 13Q: 3 clusters Score -6429620 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -6429976.500000 Penalty: 5196.063965
	Iteration 14Q: 3 clusters Score -6429976 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6430438.500000 Penalty: 5196.063965
	Iteration 15Q: 3 clusters Score -6430438 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6431171.000000 Penalty: 5196.063965
	Iteration 16Q: 3 clusters Score -6431171 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -6432096.000000 Penalty: 5196.063965
	Iteration 17Q: 3 clusters Score -6432096 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -6432941.000000 Penalty: 5196.063965
	Iteration 18Q: 3 clusters Score -6432941 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -6433540.500000 Penalty: 5196.063965
	Iteration 19Q: 3 clusters Score -6433540 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6433857.500000 Penalty: 5196.063965
	Iteration 20F: 3 clusters Score -6433858 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6434113.500000 Penalty: 5196.063965
	Iteration 21Q: 3 clusters Score -6434114 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6434296.000000 Penalty: 5196.063965
	Iteration 22Q: 3 clusters Score -6434296 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -6434448.000000 Penalty: 5196.063965
	Iteration 23Q: 3 clusters Score -6434448 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -6434621.500000 Penalty: 5196.063965
	Iteration 24Q: 3 clusters Score -6434622 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -6434811.000000 Penalty: 5196.063965
	Iteration 25Q: 3 clusters Score -6434811 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -6434978.000000 Penalty: 5196.063965
	Iteration 26Q: 3 clusters Score -6434978 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -6435139.500000 Penalty: 5196.063965
	Iteration 27Q: 3 clusters Score -6435140 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6435333.000000 Penalty: 5196.063965
	Iteration 28Q: 3 clusters Score -6435333 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -6435515.500000 Penalty: 5196.063965
	Iteration 29Q: 3 clusters Score -6435516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6435705.000000 Penalty: 5196.063965
	Iteration 30Q: 3 clusters Score -6435705 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6435912.000000 Penalty: 5196.063965
	Iteration 31Q: 3 clusters Score -6435912 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -6436139.000000 Penalty: 5196.063965
	Iteration 32Q: 3 clusters Score -6436139 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6436381.500000 Penalty: 5196.063965
	Iteration 33Q: 3 clusters Score -6436382 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -6436587.000000 Penalty: 5196.063965
	Iteration 34Q: 3 clusters Score -6436587 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6436826.000000 Penalty: 5196.063965
	Iteration 35Q: 3 clusters Score -6436826 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6437049.000000 Penalty: 5196.063965
	Iteration 36Q: 3 clusters Score -6437049 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6437319.500000 Penalty: 5196.063965
	Iteration 37Q: 3 clusters Score -6437320 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6437503.000000 Penalty: 5196.063965
	Iteration 38Q: 3 clusters Score -6437503 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6437715.000000 Penalty: 5196.063965
	Iteration 39Q: 3 clusters Score -6437715 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6438003.500000 Penalty: 5196.063965
	Iteration 40F: 3 clusters Score -6438004 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6438252.000000 Penalty: 5196.063965
	Iteration 41Q: 3 clusters Score -6438252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6438440.000000 Penalty: 5196.063965
	Iteration 42Q: 3 clusters Score -6438440 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6438623.500000 Penalty: 5196.063965
	Iteration 43Q: 3 clusters Score -6438624 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6438697.000000 Penalty: 5196.063965
	Iteration 44Q: 3 clusters Score -6438697 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6438789.000000 Penalty: 5196.063965
	Iteration 45Q: 3 clusters Score -6438789 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6438850.500000 Penalty: 5196.063965
	Iteration 46Q: 3 clusters Score -6438850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6438914.000000 Penalty: 5196.063965
	Iteration 47Q: 3 clusters Score -6438914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6438972.000000 Penalty: 5196.063965
	Iteration 48Q: 3 clusters Score -6438972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6439025.000000 Penalty: 5196.063965
	Iteration 49Q: 3 clusters Score -6439025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6439047.500000 Penalty: 5196.063965
	Iteration 50Q: 3 clusters Score -6439048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6439074.000000 Penalty: 5196.063965
	Iteration 51Q: 3 clusters Score -6439074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6439078.000000 Penalty: 5196.063965
	Iteration 52Q: 3 clusters Score -6439078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6439086.500000 Penalty: 5196.063965
	Iteration 53Q: 3 clusters Score -6439086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6439088.000000 Penalty: 5196.063965
	Iteration 54Q: 3 clusters Score -6439088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6439093.500000 Penalty: 5196.063965
	Iteration 55Q: 3 clusters Score -6439094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6439099.000000 Penalty: 5196.063965
	Iteration 56Q: 3 clusters Score -6439099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6439091.000000 Penalty: 5196.063965
	Iteration 57Q: 3 clusters Score -6439091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6439090.500000 Penalty: 5196.063965
	Iteration 58Q: 3 clusters Score -6439090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6439094.000000 Penalty: 5196.063965
	Iteration 59Q: 3 clusters Score -6439094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6439094.000000 Penalty: 5196.063965
	Iteration 60F: 3 clusters Score -6439094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -352415.437500 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -352415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -349678.875000 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -349678.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350441.281250 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -350441.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -350853.843750 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -350853.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -351201.125000 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -351201.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -351447.187500 Penalty: 3827.364502
	Iteration 4F: 3 clusters Score -351447.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -351616.187500 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -351616.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -351745.843750 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -351745.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351813.406250 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -351813.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -351854.218750 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -351854.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -351879.562500 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -351879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -351891.968750 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -351892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -351902.718750 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -351902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -351916.750000 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -351916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -351918.218750 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -351918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -351920.500000 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -351920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -351921.500000 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -351921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -351921.656250 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -351921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -351922.437500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -351922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -351922.437500 Penalty: 3827.364502
	Iteration 18F: 3 clusters Score -351922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -1068921.250000 Penalty: 2174.760742
	Iteration 0F: 2 clusters Score -1068921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1063520.125000 Penalty: 4349.521484
	Iteration 0F: 3 clusters Score -1063520 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1065181.875000 Penalty: 4349.521484
	Iteration 1F: 3 clusters Score -1065182 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1065643.750000 Penalty: 4349.521484
	Iteration 2F: 3 clusters Score -1065644 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1066327.125000 Penalty: 4349.521484
	Iteration 3F: 3 clusters Score -1066327 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1067215.750000 Penalty: 4349.521484
	Iteration 4F: 3 clusters Score -1067216 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1067981.000000 Penalty: 4349.521484
	Iteration 5F: 3 clusters Score -1067981 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1068494.875000 Penalty: 4349.521484
	Iteration 6F: 3 clusters Score -1068495 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1068738.500000 Penalty: 4349.521484
	Iteration 7Q: 3 clusters Score -1068738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1068841.875000 Penalty: 4349.521484
	Iteration 8Q: 3 clusters Score -1068842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1068887.875000 Penalty: 4349.521484
	Iteration 9Q: 3 clusters Score -1068888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1068916.000000 Penalty: 4349.521484
	Iteration 10Q: 3 clusters Score -1068916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1068928.375000 Penalty: 4349.521484
	Iteration 11Q: 3 clusters Score -1068928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1068940.625000 Penalty: 4349.521484
	Iteration 12Q: 3 clusters Score -1068941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1068943.500000 Penalty: 4349.521484
	Iteration 13Q: 3 clusters Score -1068944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1068953.625000 Penalty: 4349.521484
	Iteration 14Q: 3 clusters Score -1068954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1068956.125000 Penalty: 4349.521484
	Iteration 15Q: 3 clusters Score -1068956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1068956.875000 Penalty: 4349.521484
	Iteration 16Q: 3 clusters Score -1068957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1068959.625000 Penalty: 4349.521484
	Iteration 17Q: 3 clusters Score -1068960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1068962.125000 Penalty: 4349.521484
	Iteration 18Q: 3 clusters Score -1068962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1068963.500000 Penalty: 4349.521484
	Iteration 19Q: 3 clusters Score -1068964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1068963.500000 Penalty: 4349.521484
	Iteration 20F: 3 clusters Score -1068964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 4637 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 1796 members 
Entering Unmasked Estep 
Score: -117278616.000000 Penalty: 203298.921875
Splitting cluster 51 changes total score from -117279952.000000 to -117278616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75805.281250 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75805.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76008.320312 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76008.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76067.226562 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76067.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76084.421875 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76084.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76095.390625 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76095.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76106.140625 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76106.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76112.914062 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76112.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76122.234375 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76122.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76136.695312 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76151.296875 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -76169.101562 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76182.757812 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -76182.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76198.929688 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -76198.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76202.523438 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -76202.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76202.523438 Penalty: 3076.457764
	Iteration 14F: 3 clusters Score -76202.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -181600.968750 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -181601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -179605.203125 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -179605.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -179965.843750 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -179965.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180114.968750 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -180115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -180200.656250 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -180200.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -180273.187500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -180273.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180327.093750 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -180327.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -180383.562500 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -180383.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180439.328125 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -180439.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180486.500000 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -180486.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -180514.578125 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -180514.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -180539.281250 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -180539.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -180550.734375 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -180550.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -180575.250000 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -180575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180584.875000 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -180584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -180590.375000 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -180590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180593.859375 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -180593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180599.109375 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -180599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180600.921875 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -180600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180604.640625 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -180604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180605.500000 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -180605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -180608.015625 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -180608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180609.937500 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -180609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180613.390625 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -180613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180616.515625 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -180616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180619.890625 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -180619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180621.109375 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -180621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180629.296875 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -180629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180639.921875 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -180639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180645.890625 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -180645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180656.281250 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -180656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180675.203125 Penalty: 3482.900391
	Iteration 30Q: 3 clusters Score -180675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180701.203125 Penalty: 3482.900391
	Iteration 31Q: 3 clusters Score -180701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180717.781250 Penalty: 3482.900391
	Iteration 32Q: 3 clusters Score -180717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180734.328125 Penalty: 3482.900391
	Iteration 33Q: 3 clusters Score -180734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180741.171875 Penalty: 3482.900391
	Iteration 34Q: 3 clusters Score -180741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -180746.062500 Penalty: 3482.900391
	Iteration 35Q: 3 clusters Score -180746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180751.875000 Penalty: 3482.900391
	Iteration 36Q: 3 clusters Score -180751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180762.812500 Penalty: 3482.900391
	Iteration 37Q: 3 clusters Score -180762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -180771.250000 Penalty: 3482.900391
	Iteration 38Q: 3 clusters Score -180771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180780.687500 Penalty: 3482.900391
	Iteration 39Q: 3 clusters Score -180780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180782.890625 Penalty: 3482.900391
	Iteration 40F: 3 clusters Score -180782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15066.708008 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15066.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15316.694336 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15316.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15450.022461 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15450.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15510.584961 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15510.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15552.667969 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15552.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15569.163086 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15569.163086 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -15569.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -104669.320312 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -104669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103013.367188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -103013.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103346.390625 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -103346.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103512.718750 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -103512.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103598.968750 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -103599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103646.671875 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -103646.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103690.843750 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -103690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103712.843750 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -103712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103727.257812 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -103727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103738.601562 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -103738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103758.000000 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -103758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103769.601562 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -103769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103773.906250 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -103773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103791.835938 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -103791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103798.617188 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -103798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103799.820312 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -103799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103800.289062 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -103800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103801.898438 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -103801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103801.898438 Penalty: 3263.308594
	Iteration 17F: 3 clusters Score -103801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -2517251.000000 Penalty: 2381.959961
	Iteration 0F: 2 clusters Score -2517251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2506453.750000 Penalty: 4763.919922
	Iteration 0F: 3 clusters Score -2506454 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2509916.750000 Penalty: 4763.919922
	Iteration 1F: 3 clusters Score -2509917 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2510287.500000 Penalty: 4763.919922
	Iteration 2F: 3 clusters Score -2510288 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2510627.000000 Penalty: 4763.919922
	Iteration 3F: 3 clusters Score -2510627 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2510951.250000 Penalty: 4763.919922
	Iteration 4Q: 3 clusters Score -2510951 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2511299.250000 Penalty: 4763.919922
	Iteration 5Q: 3 clusters Score -2511299 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2511723.000000 Penalty: 4763.919922
	Iteration 6F: 3 clusters Score -2511723 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2512159.000000 Penalty: 4763.919922
	Iteration 7F: 3 clusters Score -2512159 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2512644.750000 Penalty: 4763.919922
	Iteration 8F: 3 clusters Score -2512645 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2513143.250000 Penalty: 4763.919922
	Iteration 9Q: 3 clusters Score -2513143 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2513616.000000 Penalty: 4763.919922
	Iteration 10Q: 3 clusters Score -2513616 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2514054.750000 Penalty: 4763.919922
	Iteration 11Q: 3 clusters Score -2514055 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2514412.250000 Penalty: 4763.919922
	Iteration 12Q: 3 clusters Score -2514412 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2514700.250000 Penalty: 4763.919922
	Iteration 13Q: 3 clusters Score -2514700 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2514925.500000 Penalty: 4763.919922
	Iteration 14Q: 3 clusters Score -2514926 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2515047.250000 Penalty: 4763.919922
	Iteration 15Q: 3 clusters Score -2515047 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2515136.000000 Penalty: 4763.919922
	Iteration 16Q: 3 clusters Score -2515136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2515201.250000 Penalty: 4763.919922
	Iteration 17Q: 3 clusters Score -2515201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2515236.250000 Penalty: 4763.919922
	Iteration 18Q: 3 clusters Score -2515236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2515264.250000 Penalty: 4763.919922
	Iteration 19Q: 3 clusters Score -2515264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2515272.500000 Penalty: 4763.919922
	Iteration 20F: 3 clusters Score -2515272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2515284.000000 Penalty: 4763.919922
	Iteration 21Q: 3 clusters Score -2515284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2515290.500000 Penalty: 4763.919922
	Iteration 22Q: 3 clusters Score -2515290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2515307.500000 Penalty: 4763.919922
	Iteration 23Q: 3 clusters Score -2515308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2515309.750000 Penalty: 4763.919922
	Iteration 24Q: 3 clusters Score -2515310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2515315.000000 Penalty: 4763.919922
	Iteration 25Q: 3 clusters Score -2515315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2515324.500000 Penalty: 4763.919922
	Iteration 26Q: 3 clusters Score -2515324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2515327.750000 Penalty: 4763.919922
	Iteration 27Q: 3 clusters Score -2515328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2515332.250000 Penalty: 4763.919922
	Iteration 28Q: 3 clusters Score -2515332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2515333.500000 Penalty: 4763.919922
	Iteration 29Q: 3 clusters Score -2515334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2515334.250000 Penalty: 4763.919922
	Iteration 30Q: 3 clusters Score -2515334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2515340.750000 Penalty: 4763.919922
	Iteration 31Q: 3 clusters Score -2515341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2515345.500000 Penalty: 4763.919922
	Iteration 32Q: 3 clusters Score -2515346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2515345.750000 Penalty: 4763.919922
	Iteration 33Q: 3 clusters Score -2515346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2515347.000000 Penalty: 4763.919922
	Iteration 34Q: 3 clusters Score -2515347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2515347.000000 Penalty: 4763.919922
	Iteration 35F: 3 clusters Score -2515347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -578084.625000 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -578084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -574590.750000 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -574590.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -575338.937500 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -575338.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -575484.687500 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -575484.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -575569.687500 Penalty: 4036.728271
	Iteration 3Q: 3 clusters Score -575569.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -575638.125000 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -575638.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -575699.875000 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -575699.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -575759.812500 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -575759.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -575802.375000 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -575802.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -575848.250000 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -575848.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -575895.187500 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -575895.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -575939.187500 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -575939.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -575981.125000 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -575981.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -576019.125000 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -576019.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -576047.312500 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -576047.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -576076.750000 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -576076.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -576105.937500 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -576105.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -576138.187500 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -576138.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -576174.062500 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -576174.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -576204.500000 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -576204.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -576228.437500 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -576228.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -576257.312500 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -576257.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -576296.000000 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -576296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -576329.000000 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -576329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -576365.062500 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -576365.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -576399.125000 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -576399.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -576428.562500 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -576428.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -576449.187500 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -576449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -576465.125000 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -576465.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -576476.437500 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -576476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -576480.875000 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -576480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576487.625000 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -576487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576493.437500 Penalty: 4036.728271
	Iteration 31Q: 3 clusters Score -576493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -576495.875000 Penalty: 4036.728271
	Iteration 32Q: 3 clusters Score -576495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -576497.812500 Penalty: 4036.728271
	Iteration 33Q: 3 clusters Score -576497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576499.625000 Penalty: 4036.728271
	Iteration 34Q: 3 clusters Score -576499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576500.750000 Penalty: 4036.728271
	Iteration 35Q: 3 clusters Score -576500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576500.750000 Penalty: 4036.728271
	Iteration 36F: 3 clusters Score -576500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -2316793.750000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -2316794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2307171.500000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -2307172 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2310253.250000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -2310253 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2310742.250000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -2310742 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2311313.000000 Penalty: 4701.276855
	Iteration 3F: 3 clusters Score -2311313 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2312063.500000 Penalty: 4701.276855
	Iteration 4F: 3 clusters Score -2312064 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2312931.000000 Penalty: 4701.276855
	Iteration 5F: 3 clusters Score -2312931 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2313757.750000 Penalty: 4701.276855
	Iteration 6F: 3 clusters Score -2313758 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2314400.000000 Penalty: 4701.276855
	Iteration 7F: 3 clusters Score -2314400 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2314851.250000 Penalty: 4701.276855
	Iteration 8Q: 3 clusters Score -2314851 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2315070.750000 Penalty: 4701.276855
	Iteration 9Q: 3 clusters Score -2315071 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2315194.250000 Penalty: 4701.276855
	Iteration 10Q: 3 clusters Score -2315194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2315247.500000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -2315248 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2315283.250000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -2315283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2315312.000000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -2315312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2315322.500000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -2315322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2315332.250000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -2315332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2315338.750000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -2315339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2315342.250000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -2315342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2315346.250000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -2315346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2315342.500000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -2315342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2315334.500000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -2315334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2315344.000000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -2315344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2315345.000000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -2315345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2315345.750000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -2315346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2315344.250000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -2315344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2315348.250000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -2315348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2315346.750000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -2315347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2315346.500000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -2315346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2315350.000000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -2315350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2315347.000000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -2315347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2315348.750000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -2315349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2315349.750000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -2315350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2315350.500000 Penalty: 4701.276855
	Iteration 32Q: 3 clusters Score -2315350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2315348.250000 Penalty: 4701.276855
	Iteration 33Q: 3 clusters Score -2315348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2315348.250000 Penalty: 4701.276855
	Iteration 34F: 3 clusters Score -2315348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Entering Unmasked Estep 
Score: -2458515.750000 Penalty: 2370.077148
	Iteration 0F: 2 clusters Score -2458516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2448325.000000 Penalty: 4740.154297
	Iteration 0F: 3 clusters Score -2448325 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2451881.500000 Penalty: 4740.154297
	Iteration 1F: 3 clusters Score -2451882 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2452588.000000 Penalty: 4740.154297
	Iteration 2F: 3 clusters Score -2452588 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2453324.000000 Penalty: 4740.154297
	Iteration 3F: 3 clusters Score -2453324 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2454006.250000 Penalty: 4740.154297
	Iteration 4F: 3 clusters Score -2454006 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2454567.500000 Penalty: 4740.154297
	Iteration 5F: 3 clusters Score -2454568 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2455011.500000 Penalty: 4740.154297
	Iteration 6F: 3 clusters Score -2455012 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2455292.250000 Penalty: 4740.154297
	Iteration 7Q: 3 clusters Score -2455292 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2455477.000000 Penalty: 4740.154297
	Iteration 8Q: 3 clusters Score -2455477 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2455624.500000 Penalty: 4740.154297
	Iteration 9Q: 3 clusters Score -2455624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2455758.000000 Penalty: 4740.154297
	Iteration 10Q: 3 clusters Score -2455758 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2455879.750000 Penalty: 4740.154297
	Iteration 11Q: 3 clusters Score -2455880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2455981.750000 Penalty: 4740.154297
	Iteration 12Q: 3 clusters Score -2455982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2456067.750000 Penalty: 4740.154297
	Iteration 13Q: 3 clusters Score -2456068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2456135.750000 Penalty: 4740.154297
	Iteration 14Q: 3 clusters Score -2456136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2456204.250000 Penalty: 4740.154297
	Iteration 15Q: 3 clusters Score -2456204 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2456255.750000 Penalty: 4740.154297
	Iteration 16Q: 3 clusters Score -2456256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2456304.000000 Penalty: 4740.154297
	Iteration 17Q: 3 clusters Score -2456304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2456341.000000 Penalty: 4740.154297
	Iteration 18Q: 3 clusters Score -2456341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2456379.750000 Penalty: 4740.154297
	Iteration 19Q: 3 clusters Score -2456380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2456420.500000 Penalty: 4740.154297
	Iteration 20F: 3 clusters Score -2456420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2456442.500000 Penalty: 4740.154297
	Iteration 21Q: 3 clusters Score -2456442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2456459.250000 Penalty: 4740.154297
	Iteration 22Q: 3 clusters Score -2456459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2456480.750000 Penalty: 4740.154297
	Iteration 23Q: 3 clusters Score -2456481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2456501.500000 Penalty: 4740.154297
	Iteration 24Q: 3 clusters Score -2456502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2456517.750000 Penalty: 4740.154297
	Iteration 25Q: 3 clusters Score -2456518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2456544.000000 Penalty: 4740.154297
	Iteration 26Q: 3 clusters Score -2456544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2456556.750000 Penalty: 4740.154297
	Iteration 27Q: 3 clusters Score -2456557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2456578.500000 Penalty: 4740.154297
	Iteration 28Q: 3 clusters Score -2456578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2456585.500000 Penalty: 4740.154297
	Iteration 29Q: 3 clusters Score -2456586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2456606.500000 Penalty: 4740.154297
	Iteration 30Q: 3 clusters Score -2456606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2456616.250000 Penalty: 4740.154297
	Iteration 31Q: 3 clusters Score -2456616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2456616.750000 Penalty: 4740.154297
	Iteration 32Q: 3 clusters Score -2456617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2456639.500000 Penalty: 4740.154297
	Iteration 33Q: 3 clusters Score -2456640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2456642.000000 Penalty: 4740.154297
	Iteration 34Q: 3 clusters Score -2456642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2456659.500000 Penalty: 4740.154297
	Iteration 35Q: 3 clusters Score -2456660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2456674.750000 Penalty: 4740.154297
	Iteration 36Q: 3 clusters Score -2456675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2456688.500000 Penalty: 4740.154297
	Iteration 37Q: 3 clusters Score -2456688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2456691.750000 Penalty: 4740.154297
	Iteration 38Q: 3 clusters Score -2456692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2456701.750000 Penalty: 4740.154297
	Iteration 39Q: 3 clusters Score -2456702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2456712.750000 Penalty: 4740.154297
	Iteration 40F: 3 clusters Score -2456713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2456723.000000 Penalty: 4740.154297
	Iteration 41Q: 3 clusters Score -2456723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2456727.750000 Penalty: 4740.154297
	Iteration 42Q: 3 clusters Score -2456728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2456730.750000 Penalty: 4740.154297
	Iteration 43Q: 3 clusters Score -2456731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2456737.500000 Penalty: 4740.154297
	Iteration 44Q: 3 clusters Score -2456738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2456746.750000 Penalty: 4740.154297
	Iteration 45Q: 3 clusters Score -2456747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2456758.500000 Penalty: 4740.154297
	Iteration 46Q: 3 clusters Score -2456758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2456760.000000 Penalty: 4740.154297
	Iteration 47Q: 3 clusters Score -2456760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2456760.000000 Penalty: 4740.154297
	Iteration 48Q: 3 clusters Score -2456760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2456761.750000 Penalty: 4740.154297
	Iteration 49Q: 3 clusters Score -2456762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2456760.750000 Penalty: 4740.154297
	Iteration 50Q: 3 clusters Score -2456761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2456768.250000 Penalty: 4740.154297
	Iteration 51Q: 3 clusters Score -2456768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2456764.250000 Penalty: 4740.154297
	Iteration 52Q: 3 clusters Score -2456764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2456766.500000 Penalty: 4740.154297
	Iteration 53Q: 3 clusters Score -2456766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2456767.000000 Penalty: 4740.154297
	Iteration 54Q: 3 clusters Score -2456767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2456769.000000 Penalty: 4740.154297
	Iteration 55Q: 3 clusters Score -2456769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2456769.000000 Penalty: 4740.154297
	Iteration 56F: 3 clusters Score -2456769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -217832.875000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217832.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -218204.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218204.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -218313.890625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218313.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -218391.000000 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218423.171875 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218423.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218446.859375 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218446.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -218467.515625 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -218482.328125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218482.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -218501.812500 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218518.687500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -218530.937500 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218538.609375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218544.000000 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218551.578125 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218562.453125 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218577.609375 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218591.000000 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218607.125000 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218607.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -218619.953125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218629.781250 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -218629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -218645.718750 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -218645.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218665.968750 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -218666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218684.218750 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -218684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -218702.906250 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -218702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218713.250000 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -218713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218720.328125 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -218720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218727.640625 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -218727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218731.328125 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -218731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218733.968750 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -218734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218733.968750 Penalty: 3579.852051
	Iteration 29F: 3 clusters Score -218734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 30487 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10490 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7126 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 29122 members 
Mstep: Class 41 contains 6554 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14879 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39526 members 
Mstep: Class 49 contains 35452 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13074 members 
Mstep: Class 59 contains 14140 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280008.000000 Penalty: 199966.156250
Iteration 279Q: 61 clusters Score -1.1728e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38295 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32640 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37743 members 
Mstep: Class 20 contains 38283 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34774 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 35596 members 
Mstep: Class 25 contains 30486 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10492 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7125 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29126 members 
Mstep: Class 41 contains 6545 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14877 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35450 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6435 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13073 members 
Mstep: Class 59 contains 14146 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280032.000000 Penalty: 199966.156250
Iteration 280F: 61 clusters Score -1.1728e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38295 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32641 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38284 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34758 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 35605 members 
Mstep: Class 25 contains 30486 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10492 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7123 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29136 members 
Mstep: Class 41 contains 6537 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14876 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35447 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6434 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 13072 members 
Mstep: Class 59 contains 14151 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280104.000000 Penalty: 199966.156250
Iteration 281Q: 61 clusters Score -1.172801e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38303 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32641 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38273 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34750 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 35616 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10488 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29143 members 
Mstep: Class 41 contains 6533 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 14877 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35442 members 
Mstep: Class 50 contains 2247 members 
Mstep: Class 51 contains 6436 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14155 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280048.000000 Penalty: 199966.156250
Iteration 282Q: 61 clusters Score -1.1728e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38302 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4311 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32642 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34741 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 35619 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10486 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29151 members 
Mstep: Class 41 contains 6529 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14877 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35438 members 
Mstep: Class 50 contains 2247 members 
Mstep: Class 51 contains 6433 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14834 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14164 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279992.000000 Penalty: 199966.156250
Iteration 283Q: 61 clusters Score -1.1728e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32644 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11949 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38269 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34735 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 35619 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10483 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29159 members 
Mstep: Class 41 contains 6524 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 14876 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35439 members 
Mstep: Class 50 contains 2247 members 
Mstep: Class 51 contains 6432 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14169 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280096.000000 Penalty: 199966.156250
Iteration 284Q: 61 clusters Score -1.172801e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38289 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32646 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38273 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34726 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 35621 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2064 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10478 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29165 members 
Mstep: Class 41 contains 6520 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 14874 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35444 members 
Mstep: Class 50 contains 2246 members 
Mstep: Class 51 contains 6430 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14835 members 
Mstep: Class 57 contains 3426 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14174 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280112.000000 Penalty: 199966.156250
Iteration 285Q: 61 clusters Score -1.172801e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32646 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37746 members 
Mstep: Class 20 contains 38271 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34722 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2064 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10467 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29179 members 
Mstep: Class 41 contains 6514 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14874 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35439 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6426 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14837 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14183 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280008.000000 Penalty: 199966.156250
Iteration 286Q: 61 clusters Score -1.1728e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32646 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37745 members 
Mstep: Class 20 contains 38277 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34718 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 35614 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10462 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29193 members 
Mstep: Class 41 contains 6510 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14870 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39527 members 
Mstep: Class 49 contains 35436 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 6425 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14838 members 
Mstep: Class 57 contains 3427 members 
Mstep: Class 58 contains 13071 members 
Mstep: Class 59 contains 14181 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280120.000000 Penalty: 199966.156250
Iteration 287Q: 61 clusters Score -1.172801e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38293 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37745 members 
Mstep: Class 20 contains 38286 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34719 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 35610 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10453 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29206 members 
Mstep: Class 41 contains 6501 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14867 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39529 members 
Mstep: Class 49 contains 35432 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 6422 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14839 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13070 members 
Mstep: Class 59 contains 14183 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280064.000000 Penalty: 199966.156250
Iteration 288Q: 61 clusters Score -1.172801e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38299 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 5345 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37744 members 
Mstep: Class 20 contains 38286 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34722 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 35606 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4071 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10447 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29214 members 
Mstep: Class 41 contains 6497 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14865 members 
Mstep: Class 44 contains 4644 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39529 members 
Mstep: Class 49 contains 35424 members 
Mstep: Class 50 contains 2246 members 
Mstep: Class 51 contains 6421 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14838 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 13068 members 
Mstep: Class 59 contains 14188 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280016.000000 Penalty: 199966.156250
Iteration 289Q: 61 clusters Score -1.1728e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38297 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8800 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37742 members 
Mstep: Class 20 contains 38285 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34727 members 
Mstep: Class 23 contains 3166 members 
Mstep: Class 24 contains 35608 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10439 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29224 members 
Mstep: Class 41 contains 6498 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 14865 members 
Mstep: Class 44 contains 4645 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39531 members 
Mstep: Class 49 contains 35416 members 
Mstep: Class 50 contains 2249 members 
Mstep: Class 51 contains 6414 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14838 members 
Mstep: Class 57 contains 3429 members 
Mstep: Class 58 contains 13067 members 
Mstep: Class 59 contains 14193 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280112.000000 Penalty: 199966.156250
Iteration 290Q: 61 clusters Score -1.172801e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4314 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37737 members 
Mstep: Class 20 contains 38289 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34724 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 35602 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2055 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10433 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29236 members 
Mstep: Class 41 contains 6495 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14866 members 
Mstep: Class 44 contains 4645 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39532 members 
Mstep: Class 49 contains 35414 members 
Mstep: Class 50 contains 2250 members 
Mstep: Class 51 contains 6408 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14843 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13067 members 
Mstep: Class 59 contains 14200 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280256.000000 Penalty: 199966.156250
Iteration 291Q: 61 clusters Score -1.172803e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38289 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32649 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 38294 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34719 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 35598 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10429 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29246 members 
Mstep: Class 41 contains 6491 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14866 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35417 members 
Mstep: Class 50 contains 2250 members 
Mstep: Class 51 contains 6396 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14845 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13068 members 
Mstep: Class 59 contains 14206 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280200.000000 Penalty: 199966.156250
Iteration 292Q: 61 clusters Score -1.172802e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38284 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38295 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 34711 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 35598 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8005 members 
Mstep: Class 35 contains 10423 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29257 members 
Mstep: Class 41 contains 6491 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14865 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35423 members 
Mstep: Class 50 contains 2250 members 
Mstep: Class 51 contains 6389 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14844 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14211 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280128.000000 Penalty: 199966.156250
Iteration 293Q: 61 clusters Score -1.172801e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 32336 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32650 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 38292 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34709 members 
Mstep: Class 23 contains 3179 members 
Mstep: Class 24 contains 35599 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8003 members 
Mstep: Class 35 contains 10424 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29259 members 
Mstep: Class 41 contains 6485 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14865 members 
Mstep: Class 44 contains 4645 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35422 members 
Mstep: Class 50 contains 2254 members 
Mstep: Class 51 contains 6385 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14845 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14217 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280152.000000 Penalty: 199966.156250
Iteration 294Q: 61 clusters Score -1.172802e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38285 members 
Mstep: Class 7 contains 15075 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32650 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11355 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 38295 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34708 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 35595 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8002 members 
Mstep: Class 35 contains 10418 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29272 members 
Mstep: Class 41 contains 6478 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14865 members 
Mstep: Class 44 contains 4644 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35421 members 
Mstep: Class 50 contains 2255 members 
Mstep: Class 51 contains 6384 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14846 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14217 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280200.000000 Penalty: 199966.156250
Iteration 295Q: 61 clusters Score -1.172802e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32652 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11355 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 38299 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34706 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 35593 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8001 members 
Mstep: Class 35 contains 10419 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29279 members 
Mstep: Class 41 contains 6468 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14863 members 
Mstep: Class 44 contains 4644 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35423 members 
Mstep: Class 50 contains 2256 members 
Mstep: Class 51 contains 6379 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14847 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14220 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280208.000000 Penalty: 199966.156250
Iteration 296Q: 61 clusters Score -1.172802e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 15075 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 11356 members 
Mstep: Class 19 contains 37733 members 
Mstep: Class 20 contains 38300 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34706 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8001 members 
Mstep: Class 35 contains 10418 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29289 members 
Mstep: Class 41 contains 6466 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14860 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35419 members 
Mstep: Class 50 contains 2259 members 
Mstep: Class 51 contains 6377 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14848 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14222 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280272.000000 Penalty: 199966.156250
Iteration 297Q: 61 clusters Score -1.172803e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38284 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8800 members 
Mstep: Class 18 contains 11356 members 
Mstep: Class 19 contains 37732 members 
Mstep: Class 20 contains 38301 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34707 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 35588 members 
Mstep: Class 25 contains 30485 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8001 members 
Mstep: Class 35 contains 10416 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29299 members 
Mstep: Class 41 contains 6466 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14859 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35412 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 6373 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14848 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14223 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280144.000000 Penalty: 199966.156250
Iteration 298Q: 61 clusters Score -1.172801e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38278 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 37733 members 
Mstep: Class 20 contains 38306 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34705 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 35588 members 
Mstep: Class 25 contains 30484 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10412 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29307 members 
Mstep: Class 41 contains 6465 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14858 members 
Mstep: Class 44 contains 4640 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35410 members 
Mstep: Class 50 contains 2265 members 
Mstep: Class 51 contains 6373 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14848 members 
Mstep: Class 57 contains 3429 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14225 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280176.000000 Penalty: 199966.156250
Iteration 299Q: 61 clusters Score -1.172802e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15082 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 38309 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34700 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 35587 members 
Mstep: Class 25 contains 30483 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10411 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29320 members 
Mstep: Class 41 contains 6464 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14857 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6375 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14848 members 
Mstep: Class 57 contains 3429 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14226 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280176.000000 Penalty: 199966.156250
Iteration 300F: 61 clusters Score -1.172802e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 15084 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32650 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38309 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34700 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 35588 members 
Mstep: Class 25 contains 30481 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10409 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29326 members 
Mstep: Class 41 contains 6464 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14854 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35405 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6377 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13066 members 
Mstep: Class 59 contains 14227 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280104.000000 Penalty: 199966.156250
Iteration 301Q: 61 clusters Score -1.172801e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 15086 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32649 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38311 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34699 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 35585 members 
Mstep: Class 25 contains 30479 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10406 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29330 members 
Mstep: Class 41 contains 6462 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14853 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2265 members 
Mstep: Class 51 contains 6377 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14228 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280080.000000 Penalty: 199966.156250
Iteration 302Q: 61 clusters Score -1.172801e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32651 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8801 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38309 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34695 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 35583 members 
Mstep: Class 25 contains 30477 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4070 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10405 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29333 members 
Mstep: Class 41 contains 6460 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14851 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 6376 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14230 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280072.000000 Penalty: 199966.156250
Iteration 303Q: 61 clusters Score -1.172801e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15086 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32654 members 
Mstep: Class 11 contains 5350 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8802 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38307 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34695 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 35582 members 
Mstep: Class 25 contains 30477 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29340 members 
Mstep: Class 41 contains 6457 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14848 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2266 members 
Mstep: Class 51 contains 6373 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14232 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280144.000000 Penalty: 199966.156250
Iteration 304Q: 61 clusters Score -1.172801e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12908 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38271 members 
Mstep: Class 7 contains 15085 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32657 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38304 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34695 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 35584 members 
Mstep: Class 25 contains 30477 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10407 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29341 members 
Mstep: Class 41 contains 6452 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14846 members 
Mstep: Class 44 contains 4638 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6368 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14233 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280192.000000 Penalty: 199966.156250
Iteration 305Q: 61 clusters Score -1.172802e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 15086 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32657 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 38303 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34693 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 35585 members 
Mstep: Class 25 contains 30477 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2054 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10410 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29342 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14845 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39532 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6365 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14237 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280120.000000 Penalty: 199966.156250
Iteration 306Q: 61 clusters Score -1.172801e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32658 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 38306 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34693 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 35584 members 
Mstep: Class 25 contains 30476 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10409 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29343 members 
Mstep: Class 41 contains 6444 members 
Mstep: Class 42 contains 7792 members 
Mstep: Class 43 contains 14845 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39533 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6353 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14240 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279984.000000 Penalty: 199966.156250
Iteration 307Q: 61 clusters Score -1.1728e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15091 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32658 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 38311 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34691 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 35584 members 
Mstep: Class 25 contains 30473 members 
Mstep: Class 26 contains 3171 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10411 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29342 members 
Mstep: Class 41 contains 6443 members 
Mstep: Class 42 contains 7791 members 
Mstep: Class 43 contains 14847 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35410 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6345 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14239 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280064.000000 Penalty: 199966.156250
Iteration 308Q: 61 clusters Score -1.172801e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15089 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 37737 members 
Mstep: Class 20 contains 38313 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34690 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 35580 members 
Mstep: Class 25 contains 30473 members 
Mstep: Class 26 contains 3172 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4067 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10412 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29341 members 
Mstep: Class 41 contains 6444 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14847 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35410 members 
Mstep: Class 50 contains 2270 members 
Mstep: Class 51 contains 6335 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14240 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280128.000000 Penalty: 199966.156250
Iteration 309Q: 61 clusters Score -1.172801e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 37739 members 
Mstep: Class 20 contains 38325 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34690 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 35578 members 
Mstep: Class 25 contains 30473 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10407 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29342 members 
Mstep: Class 41 contains 6444 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14846 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2270 members 
Mstep: Class 51 contains 6325 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14241 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279912.000000 Penalty: 199966.156250
Iteration 310Q: 61 clusters Score -1.172799e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 32336 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38283 members 
Mstep: Class 7 contains 15089 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32664 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8805 members 
Mstep: Class 18 contains 11364 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 38333 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34690 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 35577 members 
Mstep: Class 25 contains 30471 members 
Mstep: Class 26 contains 3165 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4068 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29344 members 
Mstep: Class 41 contains 6441 members 
Mstep: Class 42 contains 7790 members 
Mstep: Class 43 contains 14840 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6321 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14851 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13065 members 
Mstep: Class 59 contains 14246 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280024.000000 Penalty: 199966.156250
Iteration 311Q: 61 clusters Score -1.1728e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38282 members 
Mstep: Class 7 contains 15094 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32670 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8808 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 37733 members 
Mstep: Class 20 contains 38336 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 35573 members 
Mstep: Class 25 contains 30466 members 
Mstep: Class 26 contains 3164 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 8000 members 
Mstep: Class 35 contains 10400 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29348 members 
Mstep: Class 41 contains 6440 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 14838 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6315 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14849 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14252 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117279960.000000 Penalty: 199966.156250
Iteration 312Q: 61 clusters Score -1.1728e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32677 members 
Mstep: Class 11 contains 5343 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8810 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 37729 members 
Mstep: Class 20 contains 38337 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34688 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 35575 members 
Mstep: Class 25 contains 30464 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 10399 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29351 members 
Mstep: Class 41 contains 6444 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 14834 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2272 members 
Mstep: Class 51 contains 6305 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14852 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14256 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280120.000000 Penalty: 199966.156250
Iteration 313Q: 61 clusters Score -1.172801e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32689 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 37727 members 
Mstep: Class 20 contains 38336 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34688 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 35566 members 
Mstep: Class 25 contains 30464 members 
Mstep: Class 26 contains 3159 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 10399 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29355 members 
Mstep: Class 41 contains 6448 members 
Mstep: Class 42 contains 7788 members 
Mstep: Class 43 contains 14831 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35412 members 
Mstep: Class 50 contains 2272 members 
Mstep: Class 51 contains 6294 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14854 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14259 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280056.000000 Penalty: 199966.156250
Iteration 314Q: 61 clusters Score -1.172801e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38271 members 
Mstep: Class 7 contains 15100 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32704 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 11374 members 
Mstep: Class 19 contains 37725 members 
Mstep: Class 20 contains 38332 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 35560 members 
Mstep: Class 25 contains 30464 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 10403 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29360 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 14819 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39535 members 
Mstep: Class 49 contains 35412 members 
Mstep: Class 50 contains 2271 members 
Mstep: Class 51 contains 6284 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14855 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14267 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280048.000000 Penalty: 199966.156250
Iteration 315Q: 61 clusters Score -1.1728e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32720 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8813 members 
Mstep: Class 18 contains 11377 members 
Mstep: Class 19 contains 37723 members 
Mstep: Class 20 contains 38336 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 34687 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 35556 members 
Mstep: Class 25 contains 30464 members 
Mstep: Class 26 contains 3156 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4065 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 10405 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29359 members 
Mstep: Class 41 contains 6451 members 
Mstep: Class 42 contains 7786 members 
Mstep: Class 43 contains 14807 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35416 members 
Mstep: Class 50 contains 2270 members 
Mstep: Class 51 contains 6267 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14858 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14270 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280128.000000 Penalty: 199966.156250
Iteration 316Q: 61 clusters Score -1.172801e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38271 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32735 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 8818 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37721 members 
Mstep: Class 20 contains 38339 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34693 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30463 members 
Mstep: Class 26 contains 3154 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4063 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10409 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 34005 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29357 members 
Mstep: Class 41 contains 6453 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14793 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39535 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6254 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14863 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280096.000000 Penalty: 199966.156250
Iteration 317Q: 61 clusters Score -1.172801e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15100 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32750 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 8822 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37723 members 
Mstep: Class 20 contains 38341 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 35550 members 
Mstep: Class 25 contains 30461 members 
Mstep: Class 26 contains 3152 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4060 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10411 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29361 members 
Mstep: Class 41 contains 6447 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14784 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35419 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6238 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14866 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14277 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280016.000000 Penalty: 199966.156250
Iteration 318Q: 61 clusters Score -1.1728e+08 nChanged 119
Entering ConstructFrom: 
Score: -117280016.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60352.210938 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60352.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60582.429688 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60582.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60737.242188 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60737.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60804.179688 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60804.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60822.390625 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60822.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60842.621094 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60842.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60852.699219 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -60852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60858.070312 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -60858.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60865.121094 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -60865.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60878.136719 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -60878.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60910.750000 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -60910.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60939.375000 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -60939.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60949.968750 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -60949.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60949.968750 Penalty: 2995.966309
	Iteration 13F: 3 clusters Score -60949.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -504223.531250 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -504223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -501023.875000 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -501023.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -501662.468750 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -501662.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -501860.687500 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -501860.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -501981.562500 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -501981.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -502080.093750 Penalty: 3943.449219
	Iteration 4Q: 3 clusters Score -502080.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -502162.281250 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -502162.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -502246.656250 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -502246.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -502336.187500 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -502336.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -502419.500000 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -502419.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -502509.093750 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -502509.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -502608.125000 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -502608.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -502714.468750 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -502714.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -502840.812500 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -502840.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -503008.968750 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -503009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -503150.281250 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -503150.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -503240.531250 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -503240.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -503288.937500 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -503288.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -503311.312500 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -503311.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -503333.906250 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -503333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -503350.593750 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -503350.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -503364.562500 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -503364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -503371.156250 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -503371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -503374.812500 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -503374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -503377.062500 Penalty: 3943.449219
	Iteration 23Q: 3 clusters Score -503377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -503379.093750 Penalty: 3943.449219
	Iteration 24Q: 3 clusters Score -503379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -503379.906250 Penalty: 3943.449219
	Iteration 25Q: 3 clusters Score -503379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -503379.906250 Penalty: 3943.449219
	Iteration 26F: 3 clusters Score -503379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -2198124.000000 Penalty: 2347.507812
	Iteration 0F: 2 clusters Score -2198124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2188671.000000 Penalty: 4695.015625
	Iteration 0F: 3 clusters Score -2188671 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2192056.250000 Penalty: 4695.015625
	Iteration 1F: 3 clusters Score -2192056 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2192820.250000 Penalty: 4695.015625
	Iteration 2F: 3 clusters Score -2192820 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2193441.250000 Penalty: 4695.015625
	Iteration 3F: 3 clusters Score -2193441 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2193930.500000 Penalty: 4695.015625
	Iteration 4F: 3 clusters Score -2193930 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2194344.250000 Penalty: 4695.015625
	Iteration 5F: 3 clusters Score -2194344 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2194656.000000 Penalty: 4695.015625
	Iteration 6Q: 3 clusters Score -2194656 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2194917.750000 Penalty: 4695.015625
	Iteration 7Q: 3 clusters Score -2194918 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2195153.250000 Penalty: 4695.015625
	Iteration 8Q: 3 clusters Score -2195153 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2195390.750000 Penalty: 4695.015625
	Iteration 9Q: 3 clusters Score -2195391 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2195622.250000 Penalty: 4695.015625
	Iteration 10Q: 3 clusters Score -2195622 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2195797.250000 Penalty: 4695.015625
	Iteration 11Q: 3 clusters Score -2195797 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2195971.000000 Penalty: 4695.015625
	Iteration 12Q: 3 clusters Score -2195971 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2196133.000000 Penalty: 4695.015625
	Iteration 13Q: 3 clusters Score -2196133 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2196279.000000 Penalty: 4695.015625
	Iteration 14Q: 3 clusters Score -2196279 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2196410.500000 Penalty: 4695.015625
	Iteration 15Q: 3 clusters Score -2196410 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2196523.750000 Penalty: 4695.015625
	Iteration 16Q: 3 clusters Score -2196524 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2196606.250000 Penalty: 4695.015625
	Iteration 17Q: 3 clusters Score -2196606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2196677.750000 Penalty: 4695.015625
	Iteration 18Q: 3 clusters Score -2196678 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2196723.250000 Penalty: 4695.015625
	Iteration 19Q: 3 clusters Score -2196723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2196767.000000 Penalty: 4695.015625
	Iteration 20F: 3 clusters Score -2196767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2196791.250000 Penalty: 4695.015625
	Iteration 21Q: 3 clusters Score -2196791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2196809.500000 Penalty: 4695.015625
	Iteration 22Q: 3 clusters Score -2196810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2196823.250000 Penalty: 4695.015625
	Iteration 23Q: 3 clusters Score -2196823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2196835.250000 Penalty: 4695.015625
	Iteration 24Q: 3 clusters Score -2196835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2196843.500000 Penalty: 4695.015625
	Iteration 25Q: 3 clusters Score -2196844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2196841.750000 Penalty: 4695.015625
	Iteration 26Q: 3 clusters Score -2196842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2196849.750000 Penalty: 4695.015625
	Iteration 27Q: 3 clusters Score -2196850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2196856.750000 Penalty: 4695.015625
	Iteration 28Q: 3 clusters Score -2196857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2196856.750000 Penalty: 4695.015625
	Iteration 29Q: 3 clusters Score -2196857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2196867.500000 Penalty: 4695.015625
	Iteration 30Q: 3 clusters Score -2196868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2196865.000000 Penalty: 4695.015625
	Iteration 31Q: 3 clusters Score -2196865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2196866.750000 Penalty: 4695.015625
	Iteration 32Q: 3 clusters Score -2196867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2196871.750000 Penalty: 4695.015625
	Iteration 33Q: 3 clusters Score -2196872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2196872.750000 Penalty: 4695.015625
	Iteration 34Q: 3 clusters Score -2196873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2196874.250000 Penalty: 4695.015625
	Iteration 35Q: 3 clusters Score -2196874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2196875.000000 Penalty: 4695.015625
	Iteration 36Q: 3 clusters Score -2196875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2196881.250000 Penalty: 4695.015625
	Iteration 37Q: 3 clusters Score -2196881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2196881.000000 Penalty: 4695.015625
	Iteration 38Q: 3 clusters Score -2196881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2196876.500000 Penalty: 4695.015625
	Iteration 39Q: 3 clusters Score -2196876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2196878.250000 Penalty: 4695.015625
	Iteration 40F: 3 clusters Score -2196878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2196881.000000 Penalty: 4695.015625
	Iteration 41Q: 3 clusters Score -2196881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2196882.750000 Penalty: 4695.015625
	Iteration 42Q: 3 clusters Score -2196883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2196881.250000 Penalty: 4695.015625
	Iteration 43Q: 3 clusters Score -2196881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2196880.250000 Penalty: 4695.015625
	Iteration 44Q: 3 clusters Score -2196880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2196880.500000 Penalty: 4695.015625
	Iteration 45Q: 3 clusters Score -2196880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2196886.500000 Penalty: 4695.015625
	Iteration 46Q: 3 clusters Score -2196886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2196890.750000 Penalty: 4695.015625
	Iteration 47Q: 3 clusters Score -2196891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2196893.000000 Penalty: 4695.015625
	Iteration 48Q: 3 clusters Score -2196893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2196894.250000 Penalty: 4695.015625
	Iteration 49Q: 3 clusters Score -2196894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2196897.500000 Penalty: 4695.015625
	Iteration 50Q: 3 clusters Score -2196898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2196897.750000 Penalty: 4695.015625
	Iteration 51Q: 3 clusters Score -2196898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2196900.000000 Penalty: 4695.015625
	Iteration 52Q: 3 clusters Score -2196900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2196898.500000 Penalty: 4695.015625
	Iteration 53Q: 3 clusters Score -2196898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2196903.000000 Penalty: 4695.015625
	Iteration 54Q: 3 clusters Score -2196903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2196899.750000 Penalty: 4695.015625
	Iteration 55Q: 3 clusters Score -2196900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2196904.500000 Penalty: 4695.015625
	Iteration 56Q: 3 clusters Score -2196904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2196910.750000 Penalty: 4695.015625
	Iteration 57Q: 3 clusters Score -2196911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2196912.000000 Penalty: 4695.015625
	Iteration 58Q: 3 clusters Score -2196912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2196913.000000 Penalty: 4695.015625
	Iteration 59Q: 3 clusters Score -2196913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2196912.500000 Penalty: 4695.015625
	Iteration 60F: 3 clusters Score -2196912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2196909.500000 Penalty: 4695.015625
	Iteration 61Q: 3 clusters Score -2196910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2196912.250000 Penalty: 4695.015625
	Iteration 62Q: 3 clusters Score -2196912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2196910.000000 Penalty: 4695.015625
	Iteration 63Q: 3 clusters Score -2196910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2196911.250000 Penalty: 4695.015625
	Iteration 64Q: 3 clusters Score -2196911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2196912.250000 Penalty: 4695.015625
	Iteration 65Q: 3 clusters Score -2196912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2196913.000000 Penalty: 4695.015625
	Iteration 66Q: 3 clusters Score -2196913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2196912.500000 Penalty: 4695.015625
	Iteration 67Q: 3 clusters Score -2196912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2196912.500000 Penalty: 4695.015625
	Iteration 68Q: 3 clusters Score -2196912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2196911.500000 Penalty: 4695.015625
	Iteration 69Q: 3 clusters Score -2196912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2196913.500000 Penalty: 4695.015625
	Iteration 70Q: 3 clusters Score -2196914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2196915.750000 Penalty: 4695.015625
	Iteration 71Q: 3 clusters Score -2196916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2196916.000000 Penalty: 4695.015625
	Iteration 72Q: 3 clusters Score -2196916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2196911.750000 Penalty: 4695.015625
	Iteration 73Q: 3 clusters Score -2196912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2196916.250000 Penalty: 4695.015625
	Iteration 74Q: 3 clusters Score -2196916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2196920.250000 Penalty: 4695.015625
	Iteration 75Q: 3 clusters Score -2196920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2196921.250000 Penalty: 4695.015625
	Iteration 76Q: 3 clusters Score -2196921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2196920.250000 Penalty: 4695.015625
	Iteration 77Q: 3 clusters Score -2196920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2196919.000000 Penalty: 4695.015625
	Iteration 78Q: 3 clusters Score -2196919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2196923.250000 Penalty: 4695.015625
	Iteration 79Q: 3 clusters Score -2196923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2196925.000000 Penalty: 4695.015625
	Iteration 80F: 3 clusters Score -2196925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2196922.000000 Penalty: 4695.015625
	Iteration 81Q: 3 clusters Score -2196922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2196924.500000 Penalty: 4695.015625
	Iteration 82Q: 3 clusters Score -2196924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2196924.500000 Penalty: 4695.015625
	Iteration 83F: 3 clusters Score -2196924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Entering Unmasked Estep 
Score: -5727011.500000 Penalty: 2575.208496
	Iteration 0F: 2 clusters Score -5727012 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 16176 members 
Entering Unmasked Estep 
Score: -5704975.000000 Penalty: 5150.416992
	Iteration 0F: 3 clusters Score -5704975 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5712719.000000 Penalty: 5150.416992
	Iteration 1F: 3 clusters Score -5712719 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -5713152.500000 Penalty: 5150.416992
	Iteration 2Q: 3 clusters Score -5713152 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5713475.000000 Penalty: 5150.416992
	Iteration 3Q: 3 clusters Score -5713475 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5713806.500000 Penalty: 5150.416992
	Iteration 4Q: 3 clusters Score -5713806 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5714067.500000 Penalty: 5150.416992
	Iteration 5Q: 3 clusters Score -5714068 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -5714329.000000 Penalty: 5150.416992
	Iteration 6Q: 3 clusters Score -5714329 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5714626.000000 Penalty: 5150.416992
	Iteration 7Q: 3 clusters Score -5714626 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5715025.500000 Penalty: 5150.416992
	Iteration 8Q: 3 clusters Score -5715026 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5715572.000000 Penalty: 5150.416992
	Iteration 9Q: 3 clusters Score -5715572 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5716378.500000 Penalty: 5150.416992
	Iteration 10Q: 3 clusters Score -5716378 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5717477.000000 Penalty: 5150.416992
	Iteration 11F: 3 clusters Score -5717477 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5719046.000000 Penalty: 5150.416992
	Iteration 12F: 3 clusters Score -5719046 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5720805.500000 Penalty: 5150.416992
	Iteration 13F: 3 clusters Score -5720806 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5722443.500000 Penalty: 5150.416992
	Iteration 14Q: 3 clusters Score -5722444 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -5723613.000000 Penalty: 5150.416992
	Iteration 15Q: 3 clusters Score -5723613 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5724298.500000 Penalty: 5150.416992
	Iteration 16Q: 3 clusters Score -5724298 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5724701.500000 Penalty: 5150.416992
	Iteration 17Q: 3 clusters Score -5724702 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -5724909.000000 Penalty: 5150.416992
	Iteration 18Q: 3 clusters Score -5724909 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5725034.000000 Penalty: 5150.416992
	Iteration 19Q: 3 clusters Score -5725034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5725091.000000 Penalty: 5150.416992
	Iteration 20F: 3 clusters Score -5725091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -5725136.000000 Penalty: 5150.416992
	Iteration 21Q: 3 clusters Score -5725136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5725180.000000 Penalty: 5150.416992
	Iteration 22Q: 3 clusters Score -5725180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5725211.500000 Penalty: 5150.416992
	Iteration 23Q: 3 clusters Score -5725212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -5725236.500000 Penalty: 5150.416992
	Iteration 24Q: 3 clusters Score -5725236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5725260.500000 Penalty: 5150.416992
	Iteration 25Q: 3 clusters Score -5725260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5725268.000000 Penalty: 5150.416992
	Iteration 26Q: 3 clusters Score -5725268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5725274.000000 Penalty: 5150.416992
	Iteration 27Q: 3 clusters Score -5725274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5725280.000000 Penalty: 5150.416992
	Iteration 28Q: 3 clusters Score -5725280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5725280.000000 Penalty: 5150.416992
	Iteration 29Q: 3 clusters Score -5725280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5725291.000000 Penalty: 5150.416992
	Iteration 30Q: 3 clusters Score -5725291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -5725294.500000 Penalty: 5150.416992
	Iteration 31Q: 3 clusters Score -5725294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5725296.000000 Penalty: 5150.416992
	Iteration 32Q: 3 clusters Score -5725296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5725296.500000 Penalty: 5150.416992
	Iteration 33Q: 3 clusters Score -5725296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5725296.500000 Penalty: 5150.416992
	Iteration 34Q: 3 clusters Score -5725296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5725305.500000 Penalty: 5150.416992
	Iteration 35Q: 3 clusters Score -5725306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5725297.000000 Penalty: 5150.416992
	Iteration 36Q: 3 clusters Score -5725297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -5725288.000000 Penalty: 5150.416992
	Iteration 37Q: 3 clusters Score -5725288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5725300.500000 Penalty: 5150.416992
	Iteration 38Q: 3 clusters Score -5725300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5725299.000000 Penalty: 5150.416992
	Iteration 39Q: 3 clusters Score -5725299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5725305.500000 Penalty: 5150.416992
	Iteration 40F: 3 clusters Score -5725306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5725305.500000 Penalty: 5150.416992
	Iteration 41Q: 3 clusters Score -5725306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5725305.500000 Penalty: 5150.416992
	Iteration 42F: 3 clusters Score -5725306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -383626.281250 Penalty: 1914.784546
	Iteration 0F: 2 clusters Score -383626.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -380811.093750 Penalty: 3829.569092
	Iteration 0F: 3 clusters Score -380811.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -381477.718750 Penalty: 3829.569092
	Iteration 1F: 3 clusters Score -381477.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -381730.500000 Penalty: 3829.569092
	Iteration 2F: 3 clusters Score -381730.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -381927.250000 Penalty: 3829.569092
	Iteration 3F: 3 clusters Score -381927.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -382063.062500 Penalty: 3829.569092
	Iteration 4Q: 3 clusters Score -382063.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382163.781250 Penalty: 3829.569092
	Iteration 5Q: 3 clusters Score -382163.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -382227.343750 Penalty: 3829.569092
	Iteration 6Q: 3 clusters Score -382227.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -382291.375000 Penalty: 3829.569092
	Iteration 7Q: 3 clusters Score -382291.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -382351.468750 Penalty: 3829.569092
	Iteration 8Q: 3 clusters Score -382351.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -382390.875000 Penalty: 3829.569092
	Iteration 9Q: 3 clusters Score -382390.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -382418.843750 Penalty: 3829.569092
	Iteration 10Q: 3 clusters Score -382418.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -382438.781250 Penalty: 3829.569092
	Iteration 11Q: 3 clusters Score -382438.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -382456.156250 Penalty: 3829.569092
	Iteration 12Q: 3 clusters Score -382456.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -382467.843750 Penalty: 3829.569092
	Iteration 13Q: 3 clusters Score -382467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -382475.187500 Penalty: 3829.569092
	Iteration 14Q: 3 clusters Score -382475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -382481.812500 Penalty: 3829.569092
	Iteration 15Q: 3 clusters Score -382481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -382490.718750 Penalty: 3829.569092
	Iteration 16Q: 3 clusters Score -382490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -382500.031250 Penalty: 3829.569092
	Iteration 17Q: 3 clusters Score -382500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -382510.968750 Penalty: 3829.569092
	Iteration 18Q: 3 clusters Score -382511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -382521.781250 Penalty: 3829.569092
	Iteration 19Q: 3 clusters Score -382521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -382529.593750 Penalty: 3829.569092
	Iteration 20F: 3 clusters Score -382529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -382534.218750 Penalty: 3829.569092
	Iteration 21Q: 3 clusters Score -382534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -382538.718750 Penalty: 3829.569092
	Iteration 22Q: 3 clusters Score -382538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -382542.406250 Penalty: 3829.569092
	Iteration 23Q: 3 clusters Score -382542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -382548.906250 Penalty: 3829.569092
	Iteration 24Q: 3 clusters Score -382548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -382554.843750 Penalty: 3829.569092
	Iteration 25Q: 3 clusters Score -382554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -382560.093750 Penalty: 3829.569092
	Iteration 26Q: 3 clusters Score -382560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -382567.031250 Penalty: 3829.569092
	Iteration 27Q: 3 clusters Score -382567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382576.312500 Penalty: 3829.569092
	Iteration 28Q: 3 clusters Score -382576.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -382585.156250 Penalty: 3829.569092
	Iteration 29Q: 3 clusters Score -382585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -382593.093750 Penalty: 3829.569092
	Iteration 30Q: 3 clusters Score -382593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -382598.968750 Penalty: 3829.569092
	Iteration 31Q: 3 clusters Score -382599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -382602.562500 Penalty: 3829.569092
	Iteration 32Q: 3 clusters Score -382602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -382607.156250 Penalty: 3829.569092
	Iteration 33Q: 3 clusters Score -382607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -382608.125000 Penalty: 3829.569092
	Iteration 34Q: 3 clusters Score -382608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -382608.593750 Penalty: 3829.569092
	Iteration 35Q: 3 clusters Score -382608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -382608.593750 Penalty: 3829.569092
	Iteration 36F: 3 clusters Score -382608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Entering Unmasked Estep 
Score: -6909317.000000 Penalty: 2617.045898
	Iteration 0F: 2 clusters Score -6909317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -6884533.500000 Penalty: 5234.091797
	Iteration 0F: 3 clusters Score -6884534 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6894023.000000 Penalty: 5234.091797
	Iteration 1F: 3 clusters Score -6894023 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -6894523.500000 Penalty: 5234.091797
	Iteration 2Q: 3 clusters Score -6894524 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -6895060.500000 Penalty: 5234.091797
	Iteration 3Q: 3 clusters Score -6895060 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6895717.000000 Penalty: 5234.091797
	Iteration 4Q: 3 clusters Score -6895717 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -6896541.000000 Penalty: 5234.091797
	Iteration 5Q: 3 clusters Score -6896541 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6897571.000000 Penalty: 5234.091797
	Iteration 6F: 3 clusters Score -6897571 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6898916.000000 Penalty: 5234.091797
	Iteration 7F: 3 clusters Score -6898916 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -6900386.000000 Penalty: 5234.091797
	Iteration 8F: 3 clusters Score -6900386 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6901858.500000 Penalty: 5234.091797
	Iteration 9Q: 3 clusters Score -6901858 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6903046.500000 Penalty: 5234.091797
	Iteration 10Q: 3 clusters Score -6903046 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -6904014.500000 Penalty: 5234.091797
	Iteration 11Q: 3 clusters Score -6904014 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6904570.500000 Penalty: 5234.091797
	Iteration 12Q: 3 clusters Score -6904570 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6904887.000000 Penalty: 5234.091797
	Iteration 13Q: 3 clusters Score -6904887 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6905126.500000 Penalty: 5234.091797
	Iteration 14Q: 3 clusters Score -6905126 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -6905348.000000 Penalty: 5234.091797
	Iteration 15Q: 3 clusters Score -6905348 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -6905519.500000 Penalty: 5234.091797
	Iteration 16Q: 3 clusters Score -6905520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -6905660.500000 Penalty: 5234.091797
	Iteration 17Q: 3 clusters Score -6905660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6905814.000000 Penalty: 5234.091797
	Iteration 18Q: 3 clusters Score -6905814 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -6905925.500000 Penalty: 5234.091797
	Iteration 19Q: 3 clusters Score -6905926 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -6906101.500000 Penalty: 5234.091797
	Iteration 20F: 3 clusters Score -6906102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6906255.500000 Penalty: 5234.091797
	Iteration 21Q: 3 clusters Score -6906256 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -6906362.000000 Penalty: 5234.091797
	Iteration 22Q: 3 clusters Score -6906362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6906461.000000 Penalty: 5234.091797
	Iteration 23Q: 3 clusters Score -6906461 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6906549.000000 Penalty: 5234.091797
	Iteration 24Q: 3 clusters Score -6906549 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -6906614.000000 Penalty: 5234.091797
	Iteration 25Q: 3 clusters Score -6906614 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -6906706.500000 Penalty: 5234.091797
	Iteration 26Q: 3 clusters Score -6906706 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6906813.500000 Penalty: 5234.091797
	Iteration 27Q: 3 clusters Score -6906814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6906902.500000 Penalty: 5234.091797
	Iteration 28Q: 3 clusters Score -6906902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6906977.500000 Penalty: 5234.091797
	Iteration 29Q: 3 clusters Score -6906978 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -6907007.500000 Penalty: 5234.091797
	Iteration 30Q: 3 clusters Score -6907008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6907058.000000 Penalty: 5234.091797
	Iteration 31Q: 3 clusters Score -6907058 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -6907094.500000 Penalty: 5234.091797
	Iteration 32Q: 3 clusters Score -6907094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -6907119.000000 Penalty: 5234.091797
	Iteration 33Q: 3 clusters Score -6907119 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -6907170.000000 Penalty: 5234.091797
	Iteration 34Q: 3 clusters Score -6907170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -6907178.500000 Penalty: 5234.091797
	Iteration 35Q: 3 clusters Score -6907178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -6907217.500000 Penalty: 5234.091797
	Iteration 36Q: 3 clusters Score -6907218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6907243.500000 Penalty: 5234.091797
	Iteration 37Q: 3 clusters Score -6907244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -6907247.000000 Penalty: 5234.091797
	Iteration 38Q: 3 clusters Score -6907247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -6907265.500000 Penalty: 5234.091797
	Iteration 39Q: 3 clusters Score -6907266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -6907278.000000 Penalty: 5234.091797
	Iteration 40F: 3 clusters Score -6907278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -6907286.000000 Penalty: 5234.091797
	Iteration 41Q: 3 clusters Score -6907286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -6907314.500000 Penalty: 5234.091797
	Iteration 42Q: 3 clusters Score -6907314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -6907322.500000 Penalty: 5234.091797
	Iteration 43Q: 3 clusters Score -6907322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -6907340.500000 Penalty: 5234.091797
	Iteration 44Q: 3 clusters Score -6907340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -6907353.500000 Penalty: 5234.091797
	Iteration 45Q: 3 clusters Score -6907354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -6907349.500000 Penalty: 5234.091797
	Iteration 46Q: 3 clusters Score -6907350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -6907363.000000 Penalty: 5234.091797
	Iteration 47Q: 3 clusters Score -6907363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -6907363.000000 Penalty: 5234.091797
	Iteration 48Q: 3 clusters Score -6907363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -6907364.500000 Penalty: 5234.091797
	Iteration 49Q: 3 clusters Score -6907364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6907369.500000 Penalty: 5234.091797
	Iteration 50Q: 3 clusters Score -6907370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -6907376.000000 Penalty: 5234.091797
	Iteration 51Q: 3 clusters Score -6907376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -6907380.000000 Penalty: 5234.091797
	Iteration 52Q: 3 clusters Score -6907380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -6907379.000000 Penalty: 5234.091797
	Iteration 53Q: 3 clusters Score -6907379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -6907370.500000 Penalty: 5234.091797
	Iteration 54Q: 3 clusters Score -6907370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -6907383.500000 Penalty: 5234.091797
	Iteration 55Q: 3 clusters Score -6907384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -6907364.000000 Penalty: 5234.091797
	Iteration 56Q: 3 clusters Score -6907364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -6907377.500000 Penalty: 5234.091797
	Iteration 57Q: 3 clusters Score -6907378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -6907388.000000 Penalty: 5234.091797
	Iteration 58Q: 3 clusters Score -6907388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -6907387.500000 Penalty: 5234.091797
	Iteration 59Q: 3 clusters Score -6907388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -6907391.000000 Penalty: 5234.091797
	Iteration 60F: 3 clusters Score -6907391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -6907389.500000 Penalty: 5234.091797
	Iteration 61Q: 3 clusters Score -6907390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -6907402.000000 Penalty: 5234.091797
	Iteration 62Q: 3 clusters Score -6907402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -6907398.500000 Penalty: 5234.091797
	Iteration 63Q: 3 clusters Score -6907398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -6907398.000000 Penalty: 5234.091797
	Iteration 64Q: 3 clusters Score -6907398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -6907394.500000 Penalty: 5234.091797
	Iteration 65Q: 3 clusters Score -6907394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -6907397.500000 Penalty: 5234.091797
	Iteration 66Q: 3 clusters Score -6907398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -6907406.500000 Penalty: 5234.091797
	Iteration 67Q: 3 clusters Score -6907406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -6907406.500000 Penalty: 5234.091797
	Iteration 68F: 3 clusters Score -6907406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -2564563.250000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -2564563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2553615.000000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -2553615 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2557321.750000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -2557322 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2558027.000000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -2558027 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2558698.250000 Penalty: 4772.768066
	Iteration 3F: 3 clusters Score -2558698 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2559332.750000 Penalty: 4772.768066
	Iteration 4F: 3 clusters Score -2559333 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2559872.250000 Penalty: 4772.768066
	Iteration 5F: 3 clusters Score -2559872 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2560320.000000 Penalty: 4772.768066
	Iteration 6Q: 3 clusters Score -2560320 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2560682.000000 Penalty: 4772.768066
	Iteration 7Q: 3 clusters Score -2560682 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2561000.250000 Penalty: 4772.768066
	Iteration 8Q: 3 clusters Score -2561000 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2561258.250000 Penalty: 4772.768066
	Iteration 9Q: 3 clusters Score -2561258 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2561502.250000 Penalty: 4772.768066
	Iteration 10Q: 3 clusters Score -2561502 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2561765.750000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -2561766 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2561981.750000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -2561982 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2562180.750000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -2562181 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2562370.500000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -2562370 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2562511.250000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -2562511 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2562608.000000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -2562608 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2562697.000000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -2562697 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2562753.000000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -2562753 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2562801.750000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -2562802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2562839.750000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -2562840 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2562865.250000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -2562865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2562896.000000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -2562896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2562907.500000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -2562908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2562932.000000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -2562932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2562954.500000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -2562954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2562973.250000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -2562973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2562994.750000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -2562995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2563007.250000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -2563007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2563032.000000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -2563032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2563047.750000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -2563048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2563059.250000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -2563059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2563072.750000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -2563073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2563082.250000 Penalty: 4772.768066
	Iteration 33Q: 3 clusters Score -2563082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2563089.500000 Penalty: 4772.768066
	Iteration 34Q: 3 clusters Score -2563090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2563110.750000 Penalty: 4772.768066
	Iteration 35Q: 3 clusters Score -2563111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2563116.000000 Penalty: 4772.768066
	Iteration 36Q: 3 clusters Score -2563116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2563122.750000 Penalty: 4772.768066
	Iteration 37Q: 3 clusters Score -2563123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2563129.500000 Penalty: 4772.768066
	Iteration 38Q: 3 clusters Score -2563130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2563135.750000 Penalty: 4772.768066
	Iteration 39Q: 3 clusters Score -2563136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2563144.500000 Penalty: 4772.768066
	Iteration 40F: 3 clusters Score -2563144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2563157.000000 Penalty: 4772.768066
	Iteration 41Q: 3 clusters Score -2563157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2563164.750000 Penalty: 4772.768066
	Iteration 42Q: 3 clusters Score -2563165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2563176.000000 Penalty: 4772.768066
	Iteration 43Q: 3 clusters Score -2563176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2563182.250000 Penalty: 4772.768066
	Iteration 44Q: 3 clusters Score -2563182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2563192.000000 Penalty: 4772.768066
	Iteration 45Q: 3 clusters Score -2563192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2563195.750000 Penalty: 4772.768066
	Iteration 46Q: 3 clusters Score -2563196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2563198.500000 Penalty: 4772.768066
	Iteration 47Q: 3 clusters Score -2563198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2563201.500000 Penalty: 4772.768066
	Iteration 48Q: 3 clusters Score -2563202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2563206.750000 Penalty: 4772.768066
	Iteration 49Q: 3 clusters Score -2563207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2563202.250000 Penalty: 4772.768066
	Iteration 50Q: 3 clusters Score -2563202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2563205.500000 Penalty: 4772.768066
	Iteration 51Q: 3 clusters Score -2563206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2563216.750000 Penalty: 4772.768066
	Iteration 52Q: 3 clusters Score -2563217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2563215.500000 Penalty: 4772.768066
	Iteration 53Q: 3 clusters Score -2563216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2563227.250000 Penalty: 4772.768066
	Iteration 54Q: 3 clusters Score -2563227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2563226.750000 Penalty: 4772.768066
	Iteration 55Q: 3 clusters Score -2563227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2563224.250000 Penalty: 4772.768066
	Iteration 56Q: 3 clusters Score -2563224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2563228.750000 Penalty: 4772.768066
	Iteration 57Q: 3 clusters Score -2563229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2563229.500000 Penalty: 4772.768066
	Iteration 58Q: 3 clusters Score -2563230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2563242.500000 Penalty: 4772.768066
	Iteration 59Q: 3 clusters Score -2563242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2563243.750000 Penalty: 4772.768066
	Iteration 60F: 3 clusters Score -2563244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2563241.250000 Penalty: 4772.768066
	Iteration 61Q: 3 clusters Score -2563241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2563246.250000 Penalty: 4772.768066
	Iteration 62Q: 3 clusters Score -2563246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2563246.500000 Penalty: 4772.768066
	Iteration 63Q: 3 clusters Score -2563246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2563248.250000 Penalty: 4772.768066
	Iteration 64Q: 3 clusters Score -2563248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2563245.750000 Penalty: 4772.768066
	Iteration 65Q: 3 clusters Score -2563246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2563247.000000 Penalty: 4772.768066
	Iteration 66Q: 3 clusters Score -2563247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2563248.250000 Penalty: 4772.768066
	Iteration 67Q: 3 clusters Score -2563248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2563252.250000 Penalty: 4772.768066
	Iteration 68Q: 3 clusters Score -2563252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2563251.750000 Penalty: 4772.768066
	Iteration 69Q: 3 clusters Score -2563252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2563252.750000 Penalty: 4772.768066
	Iteration 70Q: 3 clusters Score -2563253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2563264.250000 Penalty: 4772.768066
	Iteration 71Q: 3 clusters Score -2563264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2563257.250000 Penalty: 4772.768066
	Iteration 72Q: 3 clusters Score -2563257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2563260.000000 Penalty: 4772.768066
	Iteration 73Q: 3 clusters Score -2563260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2563260.000000 Penalty: 4772.768066
	Iteration 74Q: 3 clusters Score -2563260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2563261.000000 Penalty: 4772.768066
	Iteration 75Q: 3 clusters Score -2563261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2563267.000000 Penalty: 4772.768066
	Iteration 76Q: 3 clusters Score -2563267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2563266.750000 Penalty: 4772.768066
	Iteration 77Q: 3 clusters Score -2563267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2563269.500000 Penalty: 4772.768066
	Iteration 78Q: 3 clusters Score -2563270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2563272.000000 Penalty: 4772.768066
	Iteration 79Q: 3 clusters Score -2563272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2563270.750000 Penalty: 4772.768066
	Iteration 80F: 3 clusters Score -2563271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2563274.500000 Penalty: 4772.768066
	Iteration 81Q: 3 clusters Score -2563274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2563277.000000 Penalty: 4772.768066
	Iteration 82Q: 3 clusters Score -2563277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2563285.750000 Penalty: 4772.768066
	Iteration 83Q: 3 clusters Score -2563286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2563290.750000 Penalty: 4772.768066
	Iteration 84Q: 3 clusters Score -2563291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2563293.750000 Penalty: 4772.768066
	Iteration 85Q: 3 clusters Score -2563294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2563299.250000 Penalty: 4772.768066
	Iteration 86Q: 3 clusters Score -2563299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2563303.000000 Penalty: 4772.768066
	Iteration 87Q: 3 clusters Score -2563303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2563304.000000 Penalty: 4772.768066
	Iteration 88Q: 3 clusters Score -2563304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2563296.750000 Penalty: 4772.768066
	Iteration 89Q: 3 clusters Score -2563297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2563305.000000 Penalty: 4772.768066
	Iteration 90Q: 3 clusters Score -2563305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2563307.000000 Penalty: 4772.768066
	Iteration 91Q: 3 clusters Score -2563307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2563313.250000 Penalty: 4772.768066
	Iteration 92Q: 3 clusters Score -2563313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2563312.250000 Penalty: 4772.768066
	Iteration 93Q: 3 clusters Score -2563312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2563309.000000 Penalty: 4772.768066
	Iteration 94Q: 3 clusters Score -2563309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2563319.500000 Penalty: 4772.768066
	Iteration 95Q: 3 clusters Score -2563320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2563327.500000 Penalty: 4772.768066
	Iteration 96Q: 3 clusters Score -2563328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2563324.000000 Penalty: 4772.768066
	Iteration 97Q: 3 clusters Score -2563324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2563341.750000 Penalty: 4772.768066
	Iteration 98Q: 3 clusters Score -2563342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2563352.750000 Penalty: 4772.768066
	Iteration 99Q: 3 clusters Score -2563353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2563362.000000 Penalty: 4772.768066
	Iteration 100F: 3 clusters Score -2563362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2563370.000000 Penalty: 4772.768066
	Iteration 101Q: 3 clusters Score -2563370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2563377.250000 Penalty: 4772.768066
	Iteration 102Q: 3 clusters Score -2563377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2563385.500000 Penalty: 4772.768066
	Iteration 103Q: 3 clusters Score -2563386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2563386.500000 Penalty: 4772.768066
	Iteration 104Q: 3 clusters Score -2563386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2563397.000000 Penalty: 4772.768066
	Iteration 105Q: 3 clusters Score -2563397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2563402.750000 Penalty: 4772.768066
	Iteration 106Q: 3 clusters Score -2563403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2563395.250000 Penalty: 4772.768066
	Iteration 107Q: 3 clusters Score -2563395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2563401.250000 Penalty: 4772.768066
	Iteration 108Q: 3 clusters Score -2563401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2563409.250000 Penalty: 4772.768066
	Iteration 109Q: 3 clusters Score -2563409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2563415.500000 Penalty: 4772.768066
	Iteration 110Q: 3 clusters Score -2563416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2563415.250000 Penalty: 4772.768066
	Iteration 111Q: 3 clusters Score -2563415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2563416.250000 Penalty: 4772.768066
	Iteration 112Q: 3 clusters Score -2563416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2563420.750000 Penalty: 4772.768066
	Iteration 113Q: 3 clusters Score -2563421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2563418.500000 Penalty: 4772.768066
	Iteration 114Q: 3 clusters Score -2563418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2563421.250000 Penalty: 4772.768066
	Iteration 115Q: 3 clusters Score -2563421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2563424.250000 Penalty: 4772.768066
	Iteration 116Q: 3 clusters Score -2563424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2563430.000000 Penalty: 4772.768066
	Iteration 117Q: 3 clusters Score -2563430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2563436.000000 Penalty: 4772.768066
	Iteration 118Q: 3 clusters Score -2563436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2563431.000000 Penalty: 4772.768066
	Iteration 119Q: 3 clusters Score -2563431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2563437.500000 Penalty: 4772.768066
	Iteration 120F: 3 clusters Score -2563438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2563440.500000 Penalty: 4772.768066
	Iteration 121Q: 3 clusters Score -2563440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2563442.500000 Penalty: 4772.768066
	Iteration 122Q: 3 clusters Score -2563442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2563448.250000 Penalty: 4772.768066
	Iteration 123Q: 3 clusters Score -2563448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2563447.750000 Penalty: 4772.768066
	Iteration 124Q: 3 clusters Score -2563448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2563449.500000 Penalty: 4772.768066
	Iteration 125Q: 3 clusters Score -2563450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2563447.250000 Penalty: 4772.768066
	Iteration 126Q: 3 clusters Score -2563447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2563451.750000 Penalty: 4772.768066
	Iteration 127Q: 3 clusters Score -2563452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2563456.750000 Penalty: 4772.768066
	Iteration 128Q: 3 clusters Score -2563457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2563456.000000 Penalty: 4772.768066
	Iteration 129Q: 3 clusters Score -2563456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2563455.000000 Penalty: 4772.768066
	Iteration 130Q: 3 clusters Score -2563455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2563456.000000 Penalty: 4772.768066
	Iteration 131Q: 3 clusters Score -2563456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2563457.750000 Penalty: 4772.768066
	Iteration 132Q: 3 clusters Score -2563458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2563453.500000 Penalty: 4772.768066
	Iteration 133Q: 3 clusters Score -2563454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2563456.750000 Penalty: 4772.768066
	Iteration 134Q: 3 clusters Score -2563457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2563462.750000 Penalty: 4772.768066
	Iteration 135Q: 3 clusters Score -2563463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2563459.750000 Penalty: 4772.768066
	Iteration 136Q: 3 clusters Score -2563460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2563461.000000 Penalty: 4772.768066
	Iteration 137Q: 3 clusters Score -2563461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2563463.750000 Penalty: 4772.768066
	Iteration 138Q: 3 clusters Score -2563464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2563468.250000 Penalty: 4772.768066
	Iteration 139Q: 3 clusters Score -2563468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2563465.000000 Penalty: 4772.768066
	Iteration 140F: 3 clusters Score -2563465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2563468.000000 Penalty: 4772.768066
	Iteration 141Q: 3 clusters Score -2563468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2563467.250000 Penalty: 4772.768066
	Iteration 142Q: 3 clusters Score -2563467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2563472.500000 Penalty: 4772.768066
	Iteration 143Q: 3 clusters Score -2563472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2563471.750000 Penalty: 4772.768066
	Iteration 144Q: 3 clusters Score -2563472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2563473.250000 Penalty: 4772.768066
	Iteration 145Q: 3 clusters Score -2563473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2563471.000000 Penalty: 4772.768066
	Iteration 146Q: 3 clusters Score -2563471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2563468.250000 Penalty: 4772.768066
	Iteration 147Q: 3 clusters Score -2563468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2563470.000000 Penalty: 4772.768066
	Iteration 148Q: 3 clusters Score -2563470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2563470.000000 Penalty: 4772.768066
	Iteration 149F: 3 clusters Score -2563470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -709586.937500 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -709586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -705491.937500 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -705491.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -706687.500000 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -706687.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -707265.062500 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -707265.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -707847.812500 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -707847.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -708290.000000 Penalty: 4152.479980
	Iteration 4F: 3 clusters Score -708290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -708616.250000 Penalty: 4152.479980
	Iteration 5F: 3 clusters Score -708616.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -708792.437500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -708792.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -708933.312500 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -708933.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -709057.562500 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -709057.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -709149.375000 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -709149.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -709240.500000 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -709240.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -709318.000000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -709318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -709401.437500 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -709401.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -709494.625000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -709494.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -709545.562500 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -709545.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -709569.625000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -709569.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -709581.250000 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -709581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -709590.187500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -709590.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -709602.000000 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -709602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -709611.312500 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -709611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -709619.312500 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -709619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -709624.125000 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -709624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -709627.562500 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -709627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -709631.187500 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -709631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -709632.500000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -709632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -709635.250000 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -709635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -709640.437500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -709640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -709642.937500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -709642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -709645.937500 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -709645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -709651.375000 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -709651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -709652.625000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -709652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -709655.687500 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -709655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -709658.750000 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -709658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -709662.312500 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -709662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -709664.750000 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -709664.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -709667.000000 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -709667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -709667.812500 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -709667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -709669.187500 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -709669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -709671.875000 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -709671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -709675.375000 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -709675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -709677.812500 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -709677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -709678.812500 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -709678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -709681.312500 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -709681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -709682.312500 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -709682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -709683.875000 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -709683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -709683.875000 Penalty: 4152.479980
	Iteration 45F: 3 clusters Score -709683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2038 members 
Entering Unmasked Estep 
Score: -117278800.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117280016.000000 to -117278800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157918.687500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156031.515625 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -156031.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156299.843750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -156299.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156383.546875 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -156383.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156419.500000 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -156419.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -156445.562500 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -156445.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156468.781250 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -156490.078125 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -156501.734375 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -156514.703125 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156514.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -156523.046875 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156533.703125 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -156542.453125 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -156542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156551.781250 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -156551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -156558.375000 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -156558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156563.093750 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -156563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156565.234375 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -156565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156567.406250 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -156567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -156574.546875 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -156574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156587.765625 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -156587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156601.953125 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -156602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -156613.359375 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -156613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -156624.468750 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -156624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -156631.437500 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -156631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156640.125000 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -156640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -156642.609375 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -156642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156646.843750 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -156646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156655.000000 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -156655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -156667.187500 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -156667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -156670.984375 Penalty: 3376.735596
	Iteration 28Q: 3 clusters Score -156671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -156673.187500 Penalty: 3376.735596
	Iteration 29Q: 3 clusters Score -156673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156674.812500 Penalty: 3376.735596
	Iteration 30Q: 3 clusters Score -156674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -156676.062500 Penalty: 3376.735596
	Iteration 31Q: 3 clusters Score -156676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -156676.062500 Penalty: 3376.735596
	Iteration 32F: 3 clusters Score -156676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Entering Unmasked Estep 
Score: -5841628.500000 Penalty: 2578.454346
	Iteration 0F: 2 clusters Score -5841628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5819367.000000 Penalty: 5156.908691
	Iteration 0F: 3 clusters Score -5819367 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -5827648.500000 Penalty: 5156.908691
	Iteration 1F: 3 clusters Score -5827648 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5828191.000000 Penalty: 5156.908691
	Iteration 2Q: 3 clusters Score -5828191 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5828782.500000 Penalty: 5156.908691
	Iteration 3Q: 3 clusters Score -5828782 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5829480.500000 Penalty: 5156.908691
	Iteration 4Q: 3 clusters Score -5829480 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5830456.000000 Penalty: 5156.908691
	Iteration 5Q: 3 clusters Score -5830456 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5831720.000000 Penalty: 5156.908691
	Iteration 6F: 3 clusters Score -5831720 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5833209.000000 Penalty: 5156.908691
	Iteration 7F: 3 clusters Score -5833209 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5834578.000000 Penalty: 5156.908691
	Iteration 8F: 3 clusters Score -5834578 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5835789.500000 Penalty: 5156.908691
	Iteration 9F: 3 clusters Score -5835790 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5836771.000000 Penalty: 5156.908691
	Iteration 10F: 3 clusters Score -5836771 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5837586.500000 Penalty: 5156.908691
	Iteration 11Q: 3 clusters Score -5837586 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -5838253.000000 Penalty: 5156.908691
	Iteration 12Q: 3 clusters Score -5838253 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5838760.500000 Penalty: 5156.908691
	Iteration 13Q: 3 clusters Score -5838760 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5839212.000000 Penalty: 5156.908691
	Iteration 14Q: 3 clusters Score -5839212 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5839534.500000 Penalty: 5156.908691
	Iteration 15Q: 3 clusters Score -5839534 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5839829.500000 Penalty: 5156.908691
	Iteration 16Q: 3 clusters Score -5839830 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5840078.000000 Penalty: 5156.908691
	Iteration 17Q: 3 clusters Score -5840078 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5840235.500000 Penalty: 5156.908691
	Iteration 18Q: 3 clusters Score -5840236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5840361.000000 Penalty: 5156.908691
	Iteration 19Q: 3 clusters Score -5840361 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5840465.500000 Penalty: 5156.908691
	Iteration 20F: 3 clusters Score -5840466 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5840545.500000 Penalty: 5156.908691
	Iteration 21Q: 3 clusters Score -5840546 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5840601.000000 Penalty: 5156.908691
	Iteration 22Q: 3 clusters Score -5840601 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -5840643.500000 Penalty: 5156.908691
	Iteration 23Q: 3 clusters Score -5840644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5840688.500000 Penalty: 5156.908691
	Iteration 24Q: 3 clusters Score -5840688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5840722.000000 Penalty: 5156.908691
	Iteration 25Q: 3 clusters Score -5840722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5840727.500000 Penalty: 5156.908691
	Iteration 26Q: 3 clusters Score -5840728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5840746.500000 Penalty: 5156.908691
	Iteration 27Q: 3 clusters Score -5840746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5840741.000000 Penalty: 5156.908691
	Iteration 28Q: 3 clusters Score -5840741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5840742.000000 Penalty: 5156.908691
	Iteration 29Q: 3 clusters Score -5840742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5840743.000000 Penalty: 5156.908691
	Iteration 30Q: 3 clusters Score -5840743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5840752.000000 Penalty: 5156.908691
	Iteration 31Q: 3 clusters Score -5840752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5840764.500000 Penalty: 5156.908691
	Iteration 32Q: 3 clusters Score -5840764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5840774.500000 Penalty: 5156.908691
	Iteration 33Q: 3 clusters Score -5840774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5840766.000000 Penalty: 5156.908691
	Iteration 34Q: 3 clusters Score -5840766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5840779.000000 Penalty: 5156.908691
	Iteration 35Q: 3 clusters Score -5840779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5840788.000000 Penalty: 5156.908691
	Iteration 36Q: 3 clusters Score -5840788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5840792.500000 Penalty: 5156.908691
	Iteration 37Q: 3 clusters Score -5840792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5840800.000000 Penalty: 5156.908691
	Iteration 38Q: 3 clusters Score -5840800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5840792.000000 Penalty: 5156.908691
	Iteration 39Q: 3 clusters Score -5840792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5840789.500000 Penalty: 5156.908691
	Iteration 40F: 3 clusters Score -5840790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5840792.500000 Penalty: 5156.908691
	Iteration 41Q: 3 clusters Score -5840792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5840797.500000 Penalty: 5156.908691
	Iteration 42Q: 3 clusters Score -5840798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5840799.500000 Penalty: 5156.908691
	Iteration 43Q: 3 clusters Score -5840800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5840802.000000 Penalty: 5156.908691
	Iteration 44Q: 3 clusters Score -5840802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5840803.500000 Penalty: 5156.908691
	Iteration 45Q: 3 clusters Score -5840804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5840800.000000 Penalty: 5156.908691
	Iteration 46Q: 3 clusters Score -5840800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5840802.500000 Penalty: 5156.908691
	Iteration 47Q: 3 clusters Score -5840802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -5840815.000000 Penalty: 5156.908691
	Iteration 48Q: 3 clusters Score -5840815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5840808.000000 Penalty: 5156.908691
	Iteration 49Q: 3 clusters Score -5840808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5840811.000000 Penalty: 5156.908691
	Iteration 50Q: 3 clusters Score -5840811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5840808.000000 Penalty: 5156.908691
	Iteration 51Q: 3 clusters Score -5840808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5840814.000000 Penalty: 5156.908691
	Iteration 52Q: 3 clusters Score -5840814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5840819.500000 Penalty: 5156.908691
	Iteration 53Q: 3 clusters Score -5840820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5840823.500000 Penalty: 5156.908691
	Iteration 54Q: 3 clusters Score -5840824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5840823.000000 Penalty: 5156.908691
	Iteration 55Q: 3 clusters Score -5840823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5840826.000000 Penalty: 5156.908691
	Iteration 56Q: 3 clusters Score -5840826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5840825.000000 Penalty: 5156.908691
	Iteration 57Q: 3 clusters Score -5840825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5840826.000000 Penalty: 5156.908691
	Iteration 58Q: 3 clusters Score -5840826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5840826.000000 Penalty: 5156.908691
	Iteration 59F: 3 clusters Score -5840826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -864008.312500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -864008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -859293.125000 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -859293.1 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -860955.125000 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -860955.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -861781.625000 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -861781.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -862463.375000 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -862463.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -862947.500000 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -862947.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -863341.375000 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -863341.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -863601.000000 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -863601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -863760.062500 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -863760.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -863878.000000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -863878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -863938.375000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -863938.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -863978.250000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -863978.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -864011.750000 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -864011.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -864032.437500 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -864032.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -864046.187500 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -864046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -864055.062500 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -864055.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -864059.937500 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -864059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -864064.687500 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -864064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -864066.437500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -864066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -864069.312500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -864069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -864068.937500 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -864068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -864071.687500 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -864071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -864072.250000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -864072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -864073.250000 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -864073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -864073.937500 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -864073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -864073.000000 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -864073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -864073.375000 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -864073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -864074.375000 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -864074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -864075.812500 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -864075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -864076.937500 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -864076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -864079.375000 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -864079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -864080.312500 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -864080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -864081.812500 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -864081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -864082.250000 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -864082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -864082.250000 Penalty: 4257.529785
	Iteration 33F: 3 clusters Score -864082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2931 members 
Entering Unmasked Estep 
Score: -117279240.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117280016.000000 to -117279240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49019.269531 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49019.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49369.730469 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49369.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49565.101562 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49617.109375 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -49617.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49688.843750 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -49688.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49866.136719 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -49866.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50029.199219 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50112.910156 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50112.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50203.250000 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50203.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50291.632812 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -50291.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50391.140625 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -50391.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50509.734375 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -50509.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50796.988281 Penalty: 2924.988281
	Iteration 12Q: 3 clusters Score -50796.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50831.535156 Penalty: 2924.988281
	Iteration 13Q: 3 clusters Score -50831.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50867.035156 Penalty: 2924.988281
	Iteration 14Q: 3 clusters Score -50867.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50886.910156 Penalty: 2924.988281
	Iteration 15Q: 3 clusters Score -50886.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50886.910156 Penalty: 2924.988281
	Iteration 16F: 3 clusters Score -50886.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 148 members 
Entering Unmasked Estep 
Score: -117278888.000000 Penalty: 203298.921875
Splitting cluster 12 changes total score from -117280016.000000 to -117278888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -490157.562500 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -490157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -486998.468750 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -486998.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487685.406250 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -487685.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -487845.031250 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -487845 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -487950.843750 Penalty: 3952.458252
	Iteration 3Q: 3 clusters Score -487950.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -488028.156250 Penalty: 3952.458252
	Iteration 4Q: 3 clusters Score -488028.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -488083.093750 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -488083.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -488132.531250 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -488132.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -488192.031250 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -488192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -488234.468750 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -488234.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -488268.562500 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -488268.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -488315.906250 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -488315.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -488361.531250 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -488361.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -488396.750000 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -488396.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -488429.000000 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -488429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -488448.343750 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -488448.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -488469.156250 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -488469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -488484.750000 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -488484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -488495.843750 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -488495.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -488508.000000 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -488508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -488522.906250 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -488522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -488536.718750 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -488536.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -488549.000000 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -488549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -488562.562500 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -488562.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -488575.875000 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -488575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -488584.968750 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -488585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -488594.718750 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -488594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -488603.312500 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -488603.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -488607.093750 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -488607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -488611.125000 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -488611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -488614.906250 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -488614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -488617.468750 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -488617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -488618.843750 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -488618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -488619.281250 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -488619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -488620.125000 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -488620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -488619.437500 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -488619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -488620.687500 Penalty: 3952.458252
	Iteration 35Q: 3 clusters Score -488620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -488622.656250 Penalty: 3952.458252
	Iteration 36Q: 3 clusters Score -488622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -488622.468750 Penalty: 3952.458252
	Iteration 37Q: 3 clusters Score -488622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -488624.812500 Penalty: 3952.458252
	Iteration 38Q: 3 clusters Score -488624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -488625.812500 Penalty: 3952.458252
	Iteration 39Q: 3 clusters Score -488625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -488627.781250 Penalty: 3952.458252
	Iteration 40F: 3 clusters Score -488627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -488627.656250 Penalty: 3952.458252
	Iteration 41Q: 3 clusters Score -488627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -488627.437500 Penalty: 3952.458252
	Iteration 42Q: 3 clusters Score -488627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -488628.468750 Penalty: 3952.458252
	Iteration 43Q: 3 clusters Score -488628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -488629.125000 Penalty: 3952.458252
	Iteration 44Q: 3 clusters Score -488629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -488630.875000 Penalty: 3952.458252
	Iteration 45Q: 3 clusters Score -488630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -488631.593750 Penalty: 3952.458252
	Iteration 46Q: 3 clusters Score -488631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -488631.593750 Penalty: 3952.458252
	Iteration 47F: 3 clusters Score -488631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -71696.570312 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -71696.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70362.648438 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -70362.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70630.289062 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -70630.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70797.335938 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -70797.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70874.609375 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -70874.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70925.367188 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -70925.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70955.179688 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -70955.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70987.210938 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -70987.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71016.890625 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -71016.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71028.156250 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -71028.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71038.312500 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -71038.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71055.406250 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -71055.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71061.476562 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -71061.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71070.703125 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -71070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71070.703125 Penalty: 3047.516113
	Iteration 13F: 3 clusters Score -71070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -40527.085938 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -40527.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39328.015625 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -39328.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39758.992188 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -39758.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39981.960938 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -39981.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40087.535156 Penalty: 2874.844727
	Iteration 3F: 3 clusters Score -40087.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40151.984375 Penalty: 2874.844727
	Iteration 4F: 3 clusters Score -40151.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40195.023438 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -40195.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40307.257812 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -40307.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40328.371094 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -40328.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40416.359375 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -40416.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40454.554688 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -40454.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40466.250000 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -40466.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40467.871094 Penalty: 2874.844727
	Iteration 11Q: 3 clusters Score -40467.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40467.871094 Penalty: 2874.844727
	Iteration 12F: 3 clusters Score -40467.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -2093222.000000 Penalty: 2328.220215
	Iteration 0F: 2 clusters Score -2093222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2084283.500000 Penalty: 4656.440430
	Iteration 0F: 3 clusters Score -2084284 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2087069.250000 Penalty: 4656.440430
	Iteration 1F: 3 clusters Score -2087069 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2087573.875000 Penalty: 4656.440430
	Iteration 2F: 3 clusters Score -2087574 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2088066.625000 Penalty: 4656.440430
	Iteration 3F: 3 clusters Score -2088067 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2088509.000000 Penalty: 4656.440430
	Iteration 4F: 3 clusters Score -2088509 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2088929.125000 Penalty: 4656.440430
	Iteration 5F: 3 clusters Score -2088929 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2089294.250000 Penalty: 4656.440430
	Iteration 6F: 3 clusters Score -2089294 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2089540.875000 Penalty: 4656.440430
	Iteration 7Q: 3 clusters Score -2089541 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2089729.750000 Penalty: 4656.440430
	Iteration 8Q: 3 clusters Score -2089730 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2089868.000000 Penalty: 4656.440430
	Iteration 9Q: 3 clusters Score -2089868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2089969.250000 Penalty: 4656.440430
	Iteration 10Q: 3 clusters Score -2089969 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2090052.000000 Penalty: 4656.440430
	Iteration 11Q: 3 clusters Score -2090052 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2090136.250000 Penalty: 4656.440430
	Iteration 12Q: 3 clusters Score -2090136 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2090212.125000 Penalty: 4656.440430
	Iteration 13Q: 3 clusters Score -2090212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2090264.750000 Penalty: 4656.440430
	Iteration 14Q: 3 clusters Score -2090265 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2090314.000000 Penalty: 4656.440430
	Iteration 15Q: 3 clusters Score -2090314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2090337.250000 Penalty: 4656.440430
	Iteration 16Q: 3 clusters Score -2090337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2090378.000000 Penalty: 4656.440430
	Iteration 17Q: 3 clusters Score -2090378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2090404.750000 Penalty: 4656.440430
	Iteration 18Q: 3 clusters Score -2090405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2090425.375000 Penalty: 4656.440430
	Iteration 19Q: 3 clusters Score -2090425 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2090445.875000 Penalty: 4656.440430
	Iteration 20F: 3 clusters Score -2090446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2090472.000000 Penalty: 4656.440430
	Iteration 21Q: 3 clusters Score -2090472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2090506.125000 Penalty: 4656.440430
	Iteration 22Q: 3 clusters Score -2090506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2090540.625000 Penalty: 4656.440430
	Iteration 23Q: 3 clusters Score -2090541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2090570.250000 Penalty: 4656.440430
	Iteration 24Q: 3 clusters Score -2090570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2090599.125000 Penalty: 4656.440430
	Iteration 25Q: 3 clusters Score -2090599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2090633.500000 Penalty: 4656.440430
	Iteration 26Q: 3 clusters Score -2090634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2090677.375000 Penalty: 4656.440430
	Iteration 27Q: 3 clusters Score -2090677 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2090715.875000 Penalty: 4656.440430
	Iteration 28Q: 3 clusters Score -2090716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2090764.000000 Penalty: 4656.440430
	Iteration 29Q: 3 clusters Score -2090764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2090799.625000 Penalty: 4656.440430
	Iteration 30Q: 3 clusters Score -2090800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2090850.375000 Penalty: 4656.440430
	Iteration 31Q: 3 clusters Score -2090850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2090894.125000 Penalty: 4656.440430
	Iteration 32Q: 3 clusters Score -2090894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2090944.125000 Penalty: 4656.440430
	Iteration 33Q: 3 clusters Score -2090944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2090963.125000 Penalty: 4656.440430
	Iteration 34Q: 3 clusters Score -2090963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2090991.875000 Penalty: 4656.440430
	Iteration 35Q: 3 clusters Score -2090992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2091021.125000 Penalty: 4656.440430
	Iteration 36Q: 3 clusters Score -2091021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2091033.000000 Penalty: 4656.440430
	Iteration 37Q: 3 clusters Score -2091033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2091053.250000 Penalty: 4656.440430
	Iteration 38Q: 3 clusters Score -2091053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2091069.000000 Penalty: 4656.440430
	Iteration 39Q: 3 clusters Score -2091069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2091078.375000 Penalty: 4656.440430
	Iteration 40F: 3 clusters Score -2091078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2091099.875000 Penalty: 4656.440430
	Iteration 41Q: 3 clusters Score -2091100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2091112.375000 Penalty: 4656.440430
	Iteration 42Q: 3 clusters Score -2091112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2091130.375000 Penalty: 4656.440430
	Iteration 43Q: 3 clusters Score -2091130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2091142.375000 Penalty: 4656.440430
	Iteration 44Q: 3 clusters Score -2091142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2091161.125000 Penalty: 4656.440430
	Iteration 45Q: 3 clusters Score -2091161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2091172.375000 Penalty: 4656.440430
	Iteration 46Q: 3 clusters Score -2091172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2091188.750000 Penalty: 4656.440430
	Iteration 47Q: 3 clusters Score -2091189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2091201.125000 Penalty: 4656.440430
	Iteration 48Q: 3 clusters Score -2091201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2091208.000000 Penalty: 4656.440430
	Iteration 49Q: 3 clusters Score -2091208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2091214.125000 Penalty: 4656.440430
	Iteration 50Q: 3 clusters Score -2091214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2091227.000000 Penalty: 4656.440430
	Iteration 51Q: 3 clusters Score -2091227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2091235.750000 Penalty: 4656.440430
	Iteration 52Q: 3 clusters Score -2091236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2091237.125000 Penalty: 4656.440430
	Iteration 53Q: 3 clusters Score -2091237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2091243.625000 Penalty: 4656.440430
	Iteration 54Q: 3 clusters Score -2091244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2091248.125000 Penalty: 4656.440430
	Iteration 55Q: 3 clusters Score -2091248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2091253.250000 Penalty: 4656.440430
	Iteration 56Q: 3 clusters Score -2091253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2091252.250000 Penalty: 4656.440430
	Iteration 57Q: 3 clusters Score -2091252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2091252.375000 Penalty: 4656.440430
	Iteration 58Q: 3 clusters Score -2091252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2091252.375000 Penalty: 4656.440430
	Iteration 59F: 3 clusters Score -2091252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1549223.375000 Penalty: 2253.165283
	Iteration 0F: 2 clusters Score -1549223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1542294.125000 Penalty: 4506.330566
	Iteration 0F: 3 clusters Score -1542294 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1544243.375000 Penalty: 4506.330566
	Iteration 1F: 3 clusters Score -1544243 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1544573.875000 Penalty: 4506.330566
	Iteration 2F: 3 clusters Score -1544574 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1544908.500000 Penalty: 4506.330566
	Iteration 3F: 3 clusters Score -1544908 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1545286.250000 Penalty: 4506.330566
	Iteration 4F: 3 clusters Score -1545286 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1545690.250000 Penalty: 4506.330566
	Iteration 5F: 3 clusters Score -1545690 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1546075.875000 Penalty: 4506.330566
	Iteration 6F: 3 clusters Score -1546076 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1546430.875000 Penalty: 4506.330566
	Iteration 7F: 3 clusters Score -1546431 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1546766.875000 Penalty: 4506.330566
	Iteration 8Q: 3 clusters Score -1546767 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1547059.500000 Penalty: 4506.330566
	Iteration 9Q: 3 clusters Score -1547060 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1547310.625000 Penalty: 4506.330566
	Iteration 10Q: 3 clusters Score -1547311 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1547498.625000 Penalty: 4506.330566
	Iteration 11Q: 3 clusters Score -1547499 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1547630.375000 Penalty: 4506.330566
	Iteration 12Q: 3 clusters Score -1547630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1547725.000000 Penalty: 4506.330566
	Iteration 13Q: 3 clusters Score -1547725 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1547804.625000 Penalty: 4506.330566
	Iteration 14Q: 3 clusters Score -1547805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1547866.000000 Penalty: 4506.330566
	Iteration 15Q: 3 clusters Score -1547866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1547902.750000 Penalty: 4506.330566
	Iteration 16Q: 3 clusters Score -1547903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1547930.375000 Penalty: 4506.330566
	Iteration 17Q: 3 clusters Score -1547930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1547939.875000 Penalty: 4506.330566
	Iteration 18Q: 3 clusters Score -1547940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1547950.750000 Penalty: 4506.330566
	Iteration 19Q: 3 clusters Score -1547951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1547954.250000 Penalty: 4506.330566
	Iteration 20F: 3 clusters Score -1547954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1547952.875000 Penalty: 4506.330566
	Iteration 21Q: 3 clusters Score -1547953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1547958.000000 Penalty: 4506.330566
	Iteration 22Q: 3 clusters Score -1547958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1547962.250000 Penalty: 4506.330566
	Iteration 23Q: 3 clusters Score -1547962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1547962.500000 Penalty: 4506.330566
	Iteration 24Q: 3 clusters Score -1547962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1547964.375000 Penalty: 4506.330566
	Iteration 25Q: 3 clusters Score -1547964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1547967.500000 Penalty: 4506.330566
	Iteration 26Q: 3 clusters Score -1547968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1547968.375000 Penalty: 4506.330566
	Iteration 27Q: 3 clusters Score -1547968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1547970.625000 Penalty: 4506.330566
	Iteration 28Q: 3 clusters Score -1547971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1547972.125000 Penalty: 4506.330566
	Iteration 29Q: 3 clusters Score -1547972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1547970.250000 Penalty: 4506.330566
	Iteration 30Q: 3 clusters Score -1547970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1547973.125000 Penalty: 4506.330566
	Iteration 31Q: 3 clusters Score -1547973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1547974.125000 Penalty: 4506.330566
	Iteration 32Q: 3 clusters Score -1547974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1547974.625000 Penalty: 4506.330566
	Iteration 33Q: 3 clusters Score -1547975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1547972.000000 Penalty: 4506.330566
	Iteration 34Q: 3 clusters Score -1547972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1547972.875000 Penalty: 4506.330566
	Iteration 35Q: 3 clusters Score -1547973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1547974.250000 Penalty: 4506.330566
	Iteration 36Q: 3 clusters Score -1547974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1547974.125000 Penalty: 4506.330566
	Iteration 37Q: 3 clusters Score -1547974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1547975.500000 Penalty: 4506.330566
	Iteration 38Q: 3 clusters Score -1547976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1547975.000000 Penalty: 4506.330566
	Iteration 39Q: 3 clusters Score -1547975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1547977.000000 Penalty: 4506.330566
	Iteration 40F: 3 clusters Score -1547977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Entering Unmasked Estep 
Score: -1984975.375000 Penalty: 2316.202148
	Iteration 0F: 2 clusters Score -1984975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1976481.500000 Penalty: 4632.404297
	Iteration 0F: 3 clusters Score -1976482 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1979086.375000 Penalty: 4632.404297
	Iteration 1F: 3 clusters Score -1979086 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1979775.875000 Penalty: 4632.404297
	Iteration 2F: 3 clusters Score -1979776 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1981146.875000 Penalty: 4632.404297
	Iteration 3F: 3 clusters Score -1981147 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1983244.500000 Penalty: 4632.404297
	Iteration 4F: 3 clusters Score -1983244 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1984757.000000 Penalty: 4632.404297
	Iteration 5F: 3 clusters Score -1984757 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1985340.250000 Penalty: 4632.404297
	Iteration 6F: 3 clusters Score -1985340 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1985522.125000 Penalty: 4632.404297
	Iteration 7Q: 3 clusters Score -1985522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1985583.875000 Penalty: 4632.404297
	Iteration 8Q: 3 clusters Score -1985584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1985616.250000 Penalty: 4632.404297
	Iteration 9Q: 3 clusters Score -1985616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1985642.750000 Penalty: 4632.404297
	Iteration 10Q: 3 clusters Score -1985643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1985661.875000 Penalty: 4632.404297
	Iteration 11Q: 3 clusters Score -1985662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1985674.250000 Penalty: 4632.404297
	Iteration 12Q: 3 clusters Score -1985674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1985684.625000 Penalty: 4632.404297
	Iteration 13Q: 3 clusters Score -1985685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1985685.250000 Penalty: 4632.404297
	Iteration 14Q: 3 clusters Score -1985685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1985693.125000 Penalty: 4632.404297
	Iteration 15Q: 3 clusters Score -1985693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1985698.125000 Penalty: 4632.404297
	Iteration 16Q: 3 clusters Score -1985698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1985697.625000 Penalty: 4632.404297
	Iteration 17Q: 3 clusters Score -1985698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1985704.375000 Penalty: 4632.404297
	Iteration 18Q: 3 clusters Score -1985704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1985708.875000 Penalty: 4632.404297
	Iteration 19Q: 3 clusters Score -1985709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1985706.000000 Penalty: 4632.404297
	Iteration 20F: 3 clusters Score -1985706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1985713.500000 Penalty: 4632.404297
	Iteration 21Q: 3 clusters Score -1985714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1985719.750000 Penalty: 4632.404297
	Iteration 22Q: 3 clusters Score -1985720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1985722.625000 Penalty: 4632.404297
	Iteration 23Q: 3 clusters Score -1985723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1985722.125000 Penalty: 4632.404297
	Iteration 24Q: 3 clusters Score -1985722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1985726.625000 Penalty: 4632.404297
	Iteration 25Q: 3 clusters Score -1985727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1985730.875000 Penalty: 4632.404297
	Iteration 26Q: 3 clusters Score -1985731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1985727.125000 Penalty: 4632.404297
	Iteration 27Q: 3 clusters Score -1985727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1985728.250000 Penalty: 4632.404297
	Iteration 28Q: 3 clusters Score -1985728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1985731.125000 Penalty: 4632.404297
	Iteration 29Q: 3 clusters Score -1985731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1985730.625000 Penalty: 4632.404297
	Iteration 30Q: 3 clusters Score -1985731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1985727.750000 Penalty: 4632.404297
	Iteration 31Q: 3 clusters Score -1985728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1985727.375000 Penalty: 4632.404297
	Iteration 32Q: 3 clusters Score -1985727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1985727.750000 Penalty: 4632.404297
	Iteration 33Q: 3 clusters Score -1985728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1985730.250000 Penalty: 4632.404297
	Iteration 34Q: 3 clusters Score -1985730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1985731.125000 Penalty: 4632.404297
	Iteration 35Q: 3 clusters Score -1985731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1985733.375000 Penalty: 4632.404297
	Iteration 36Q: 3 clusters Score -1985733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1985733.500000 Penalty: 4632.404297
	Iteration 37Q: 3 clusters Score -1985734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1985735.000000 Penalty: 4632.404297
	Iteration 38Q: 3 clusters Score -1985735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1985736.125000 Penalty: 4632.404297
	Iteration 39Q: 3 clusters Score -1985736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1985735.000000 Penalty: 4632.404297
	Iteration 40F: 3 clusters Score -1985735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1985736.375000 Penalty: 4632.404297
	Iteration 41Q: 3 clusters Score -1985736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1985740.375000 Penalty: 4632.404297
	Iteration 42Q: 3 clusters Score -1985740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1985739.875000 Penalty: 4632.404297
	Iteration 43Q: 3 clusters Score -1985740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1985741.125000 Penalty: 4632.404297
	Iteration 44Q: 3 clusters Score -1985741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1985740.500000 Penalty: 4632.404297
	Iteration 45Q: 3 clusters Score -1985740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1985741.750000 Penalty: 4632.404297
	Iteration 46Q: 3 clusters Score -1985742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1985743.250000 Penalty: 4632.404297
	Iteration 47Q: 3 clusters Score -1985743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1985743.375000 Penalty: 4632.404297
	Iteration 48Q: 3 clusters Score -1985743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1985743.500000 Penalty: 4632.404297
	Iteration 49Q: 3 clusters Score -1985744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1985743.500000 Penalty: 4632.404297
	Iteration 50F: 3 clusters Score -1985744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 6408 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 4971 members 
Entering Unmasked Estep 
Score: -117279472.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117280016.000000 to -117279472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Entering Unmasked Estep 
Score: -6372694.500000 Penalty: 2613.436768
	Iteration 0F: 2 clusters Score -6372694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6347383.000000 Penalty: 5226.873535
	Iteration 0F: 3 clusters Score -6347383 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -6357239.500000 Penalty: 5226.873535
	Iteration 1F: 3 clusters Score -6357240 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -6358097.500000 Penalty: 5226.873535
	Iteration 2F: 3 clusters Score -6358098 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6359027.000000 Penalty: 5226.873535
	Iteration 3F: 3 clusters Score -6359027 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6360119.500000 Penalty: 5226.873535
	Iteration 4F: 3 clusters Score -6360120 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -6361376.000000 Penalty: 5226.873535
	Iteration 5F: 3 clusters Score -6361376 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6362811.500000 Penalty: 5226.873535
	Iteration 6F: 3 clusters Score -6362812 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -6364236.500000 Penalty: 5226.873535
	Iteration 7F: 3 clusters Score -6364236 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -6365445.500000 Penalty: 5226.873535
	Iteration 8F: 3 clusters Score -6365446 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6366386.500000 Penalty: 5226.873535
	Iteration 9Q: 3 clusters Score -6366386 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -6367079.500000 Penalty: 5226.873535
	Iteration 10Q: 3 clusters Score -6367080 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6367568.000000 Penalty: 5226.873535
	Iteration 11Q: 3 clusters Score -6367568 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6367867.500000 Penalty: 5226.873535
	Iteration 12Q: 3 clusters Score -6367868 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -6368166.000000 Penalty: 5226.873535
	Iteration 13Q: 3 clusters Score -6368166 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -6368416.000000 Penalty: 5226.873535
	Iteration 14Q: 3 clusters Score -6368416 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -6368604.500000 Penalty: 5226.873535
	Iteration 15Q: 3 clusters Score -6368604 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6368806.000000 Penalty: 5226.873535
	Iteration 16Q: 3 clusters Score -6368806 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6369028.000000 Penalty: 5226.873535
	Iteration 17Q: 3 clusters Score -6369028 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -6369220.000000 Penalty: 5226.873535
	Iteration 18Q: 3 clusters Score -6369220 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -6369402.500000 Penalty: 5226.873535
	Iteration 19Q: 3 clusters Score -6369402 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -6369585.000000 Penalty: 5226.873535
	Iteration 20F: 3 clusters Score -6369585 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -6369721.500000 Penalty: 5226.873535
	Iteration 21Q: 3 clusters Score -6369722 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -6369902.000000 Penalty: 5226.873535
	Iteration 22Q: 3 clusters Score -6369902 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6370040.000000 Penalty: 5226.873535
	Iteration 23Q: 3 clusters Score -6370040 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -6370222.000000 Penalty: 5226.873535
	Iteration 24Q: 3 clusters Score -6370222 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -6370371.000000 Penalty: 5226.873535
	Iteration 25Q: 3 clusters Score -6370371 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6370531.000000 Penalty: 5226.873535
	Iteration 26Q: 3 clusters Score -6370531 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6370653.500000 Penalty: 5226.873535
	Iteration 27Q: 3 clusters Score -6370654 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -6370791.000000 Penalty: 5226.873535
	Iteration 28Q: 3 clusters Score -6370791 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -6370892.500000 Penalty: 5226.873535
	Iteration 29Q: 3 clusters Score -6370892 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -6370970.000000 Penalty: 5226.873535
	Iteration 30Q: 3 clusters Score -6370970 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -6371044.500000 Penalty: 5226.873535
	Iteration 31Q: 3 clusters Score -6371044 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6371112.000000 Penalty: 5226.873535
	Iteration 32Q: 3 clusters Score -6371112 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -6371195.000000 Penalty: 5226.873535
	Iteration 33Q: 3 clusters Score -6371195 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6371265.000000 Penalty: 5226.873535
	Iteration 34Q: 3 clusters Score -6371265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6371301.500000 Penalty: 5226.873535
	Iteration 35Q: 3 clusters Score -6371302 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6371347.000000 Penalty: 5226.873535
	Iteration 36Q: 3 clusters Score -6371347 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6371360.500000 Penalty: 5226.873535
	Iteration 37Q: 3 clusters Score -6371360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6371396.000000 Penalty: 5226.873535
	Iteration 38Q: 3 clusters Score -6371396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6371408.500000 Penalty: 5226.873535
	Iteration 39Q: 3 clusters Score -6371408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6371416.500000 Penalty: 5226.873535
	Iteration 40F: 3 clusters Score -6371416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6371439.500000 Penalty: 5226.873535
	Iteration 41Q: 3 clusters Score -6371440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6371445.000000 Penalty: 5226.873535
	Iteration 42Q: 3 clusters Score -6371445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6371468.500000 Penalty: 5226.873535
	Iteration 43Q: 3 clusters Score -6371468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6371447.500000 Penalty: 5226.873535
	Iteration 44Q: 3 clusters Score -6371448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6371463.500000 Penalty: 5226.873535
	Iteration 45Q: 3 clusters Score -6371464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6371476.500000 Penalty: 5226.873535
	Iteration 46Q: 3 clusters Score -6371476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6371486.500000 Penalty: 5226.873535
	Iteration 47Q: 3 clusters Score -6371486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6371479.500000 Penalty: 5226.873535
	Iteration 48Q: 3 clusters Score -6371480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6371491.500000 Penalty: 5226.873535
	Iteration 49Q: 3 clusters Score -6371492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6371505.000000 Penalty: 5226.873535
	Iteration 50Q: 3 clusters Score -6371505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6371502.000000 Penalty: 5226.873535
	Iteration 51Q: 3 clusters Score -6371502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6371501.000000 Penalty: 5226.873535
	Iteration 52Q: 3 clusters Score -6371501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6371507.500000 Penalty: 5226.873535
	Iteration 53Q: 3 clusters Score -6371508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6371493.500000 Penalty: 5226.873535
	Iteration 54Q: 3 clusters Score -6371494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6371510.500000 Penalty: 5226.873535
	Iteration 55Q: 3 clusters Score -6371510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6371517.500000 Penalty: 5226.873535
	Iteration 56Q: 3 clusters Score -6371518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6371513.500000 Penalty: 5226.873535
	Iteration 57Q: 3 clusters Score -6371514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6371523.500000 Penalty: 5226.873535
	Iteration 58Q: 3 clusters Score -6371524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6371524.500000 Penalty: 5226.873535
	Iteration 59Q: 3 clusters Score -6371524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6371529.500000 Penalty: 5226.873535
	Iteration 60F: 3 clusters Score -6371530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6371514.000000 Penalty: 5226.873535
	Iteration 61Q: 3 clusters Score -6371514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6371518.500000 Penalty: 5226.873535
	Iteration 62Q: 3 clusters Score -6371518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6371527.000000 Penalty: 5226.873535
	Iteration 63Q: 3 clusters Score -6371527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6371526.000000 Penalty: 5226.873535
	Iteration 64Q: 3 clusters Score -6371526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6371537.000000 Penalty: 5226.873535
	Iteration 65Q: 3 clusters Score -6371537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6371531.000000 Penalty: 5226.873535
	Iteration 66Q: 3 clusters Score -6371531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6371523.000000 Penalty: 5226.873535
	Iteration 67Q: 3 clusters Score -6371523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6371539.500000 Penalty: 5226.873535
	Iteration 68Q: 3 clusters Score -6371540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6371535.000000 Penalty: 5226.873535
	Iteration 69Q: 3 clusters Score -6371535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6371537.000000 Penalty: 5226.873535
	Iteration 70Q: 3 clusters Score -6371537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6371541.000000 Penalty: 5226.873535
	Iteration 71Q: 3 clusters Score -6371541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6371540.500000 Penalty: 5226.873535
	Iteration 72Q: 3 clusters Score -6371540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6371550.000000 Penalty: 5226.873535
	Iteration 73Q: 3 clusters Score -6371550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6371541.500000 Penalty: 5226.873535
	Iteration 74Q: 3 clusters Score -6371542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6371545.500000 Penalty: 5226.873535
	Iteration 75Q: 3 clusters Score -6371546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6371550.000000 Penalty: 5226.873535
	Iteration 76Q: 3 clusters Score -6371550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6371554.000000 Penalty: 5226.873535
	Iteration 77Q: 3 clusters Score -6371554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6371549.500000 Penalty: 5226.873535
	Iteration 78Q: 3 clusters Score -6371550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6371556.500000 Penalty: 5226.873535
	Iteration 79Q: 3 clusters Score -6371556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6371553.000000 Penalty: 5226.873535
	Iteration 80F: 3 clusters Score -6371553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6371544.000000 Penalty: 5226.873535
	Iteration 81Q: 3 clusters Score -6371544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6371559.000000 Penalty: 5226.873535
	Iteration 82Q: 3 clusters Score -6371559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6371559.500000 Penalty: 5226.873535
	Iteration 83Q: 3 clusters Score -6371560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6371562.500000 Penalty: 5226.873535
	Iteration 84Q: 3 clusters Score -6371562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6371565.500000 Penalty: 5226.873535
	Iteration 85Q: 3 clusters Score -6371566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6371580.500000 Penalty: 5226.873535
	Iteration 86Q: 3 clusters Score -6371580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6371575.000000 Penalty: 5226.873535
	Iteration 87Q: 3 clusters Score -6371575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6371577.000000 Penalty: 5226.873535
	Iteration 88Q: 3 clusters Score -6371577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6371582.000000 Penalty: 5226.873535
	Iteration 89Q: 3 clusters Score -6371582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6371572.500000 Penalty: 5226.873535
	Iteration 90Q: 3 clusters Score -6371572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6371572.500000 Penalty: 5226.873535
	Iteration 91F: 3 clusters Score -6371572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -6602459.000000 Penalty: 2617.492432
	Iteration 0F: 2 clusters Score -6602459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6577102.500000 Penalty: 5234.984863
	Iteration 0F: 3 clusters Score -6577102 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6586790.000000 Penalty: 5234.984863
	Iteration 1F: 3 clusters Score -6586790 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -6587406.500000 Penalty: 5234.984863
	Iteration 2Q: 3 clusters Score -6587406 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6588178.000000 Penalty: 5234.984863
	Iteration 3Q: 3 clusters Score -6588178 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -6589197.000000 Penalty: 5234.984863
	Iteration 4F: 3 clusters Score -6589197 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -6590596.500000 Penalty: 5234.984863
	Iteration 5F: 3 clusters Score -6590596 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6592204.500000 Penalty: 5234.984863
	Iteration 6F: 3 clusters Score -6592204 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6593884.000000 Penalty: 5234.984863
	Iteration 7F: 3 clusters Score -6593884 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6595448.000000 Penalty: 5234.984863
	Iteration 8F: 3 clusters Score -6595448 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6596605.000000 Penalty: 5234.984863
	Iteration 9Q: 3 clusters Score -6596605 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6597422.500000 Penalty: 5234.984863
	Iteration 10Q: 3 clusters Score -6597422 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -6598016.000000 Penalty: 5234.984863
	Iteration 11Q: 3 clusters Score -6598016 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -6598514.500000 Penalty: 5234.984863
	Iteration 12Q: 3 clusters Score -6598514 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6598926.500000 Penalty: 5234.984863
	Iteration 13Q: 3 clusters Score -6598926 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -6599286.000000 Penalty: 5234.984863
	Iteration 14Q: 3 clusters Score -6599286 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -6599603.000000 Penalty: 5234.984863
	Iteration 15Q: 3 clusters Score -6599603 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6599940.000000 Penalty: 5234.984863
	Iteration 16Q: 3 clusters Score -6599940 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -6600230.000000 Penalty: 5234.984863
	Iteration 17Q: 3 clusters Score -6600230 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -6600443.000000 Penalty: 5234.984863
	Iteration 18Q: 3 clusters Score -6600443 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6600641.500000 Penalty: 5234.984863
	Iteration 19Q: 3 clusters Score -6600642 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6600797.000000 Penalty: 5234.984863
	Iteration 20F: 3 clusters Score -6600797 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -6600939.500000 Penalty: 5234.984863
	Iteration 21Q: 3 clusters Score -6600940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6601033.000000 Penalty: 5234.984863
	Iteration 22Q: 3 clusters Score -6601033 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -6601117.000000 Penalty: 5234.984863
	Iteration 23Q: 3 clusters Score -6601117 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -6601185.500000 Penalty: 5234.984863
	Iteration 24Q: 3 clusters Score -6601186 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6601221.500000 Penalty: 5234.984863
	Iteration 25Q: 3 clusters Score -6601222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -6601232.000000 Penalty: 5234.984863
	Iteration 26Q: 3 clusters Score -6601232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -6601256.500000 Penalty: 5234.984863
	Iteration 27Q: 3 clusters Score -6601256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6601275.000000 Penalty: 5234.984863
	Iteration 28Q: 3 clusters Score -6601275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -6601294.000000 Penalty: 5234.984863
	Iteration 29Q: 3 clusters Score -6601294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6601286.000000 Penalty: 5234.984863
	Iteration 30Q: 3 clusters Score -6601286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6601277.500000 Penalty: 5234.984863
	Iteration 31Q: 3 clusters Score -6601278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -6601289.000000 Penalty: 5234.984863
	Iteration 32Q: 3 clusters Score -6601289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -6601299.000000 Penalty: 5234.984863
	Iteration 33Q: 3 clusters Score -6601299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -6601303.500000 Penalty: 5234.984863
	Iteration 34Q: 3 clusters Score -6601304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -6601310.000000 Penalty: 5234.984863
	Iteration 35Q: 3 clusters Score -6601310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -6601318.000000 Penalty: 5234.984863
	Iteration 36Q: 3 clusters Score -6601318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -6601313.000000 Penalty: 5234.984863
	Iteration 37Q: 3 clusters Score -6601313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6601323.000000 Penalty: 5234.984863
	Iteration 38Q: 3 clusters Score -6601323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -6601318.000000 Penalty: 5234.984863
	Iteration 39Q: 3 clusters Score -6601318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6601312.000000 Penalty: 5234.984863
	Iteration 40F: 3 clusters Score -6601312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -6601310.000000 Penalty: 5234.984863
	Iteration 41Q: 3 clusters Score -6601310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -6601317.000000 Penalty: 5234.984863
	Iteration 42Q: 3 clusters Score -6601317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6601323.000000 Penalty: 5234.984863
	Iteration 43Q: 3 clusters Score -6601323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -6601328.000000 Penalty: 5234.984863
	Iteration 44Q: 3 clusters Score -6601328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -6601319.500000 Penalty: 5234.984863
	Iteration 45Q: 3 clusters Score -6601320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -6601321.000000 Penalty: 5234.984863
	Iteration 46Q: 3 clusters Score -6601321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -6601320.500000 Penalty: 5234.984863
	Iteration 47Q: 3 clusters Score -6601320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -6601318.000000 Penalty: 5234.984863
	Iteration 48Q: 3 clusters Score -6601318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -6601321.000000 Penalty: 5234.984863
	Iteration 49Q: 3 clusters Score -6601321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -6601322.500000 Penalty: 5234.984863
	Iteration 50Q: 3 clusters Score -6601322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -6601323.000000 Penalty: 5234.984863
	Iteration 51Q: 3 clusters Score -6601323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -6601320.500000 Penalty: 5234.984863
	Iteration 52Q: 3 clusters Score -6601320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6601321.500000 Penalty: 5234.984863
	Iteration 53Q: 3 clusters Score -6601322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -6601314.500000 Penalty: 5234.984863
	Iteration 54Q: 3 clusters Score -6601314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -6601315.500000 Penalty: 5234.984863
	Iteration 55Q: 3 clusters Score -6601316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6601326.500000 Penalty: 5234.984863
	Iteration 56Q: 3 clusters Score -6601326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -6601332.000000 Penalty: 5234.984863
	Iteration 57Q: 3 clusters Score -6601332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6601332.000000 Penalty: 5234.984863
	Iteration 58Q: 3 clusters Score -6601332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6601333.000000 Penalty: 5234.984863
	Iteration 59Q: 3 clusters Score -6601333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6601333.000000 Penalty: 5234.984863
	Iteration 60F: 3 clusters Score -6601333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Entering Unmasked Estep 
Score: -5203676.000000 Penalty: 2548.622803
	Iteration 0F: 2 clusters Score -5203676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5183826.000000 Penalty: 5097.245605
	Iteration 0F: 3 clusters Score -5183826 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5190869.500000 Penalty: 5097.245605
	Iteration 1F: 3 clusters Score -5190870 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -5191322.500000 Penalty: 5097.245605
	Iteration 2Q: 3 clusters Score -5191322 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5191742.500000 Penalty: 5097.245605
	Iteration 3Q: 3 clusters Score -5191742 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5192081.500000 Penalty: 5097.245605
	Iteration 4Q: 3 clusters Score -5192082 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -5192506.500000 Penalty: 5097.245605
	Iteration 5Q: 3 clusters Score -5192506 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5193014.500000 Penalty: 5097.245605
	Iteration 6Q: 3 clusters Score -5193014 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -5193730.000000 Penalty: 5097.245605
	Iteration 7Q: 3 clusters Score -5193730 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -5194658.500000 Penalty: 5097.245605
	Iteration 8F: 3 clusters Score -5194658 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -5195772.500000 Penalty: 5097.245605
	Iteration 9F: 3 clusters Score -5195772 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5197061.000000 Penalty: 5097.245605
	Iteration 10F: 3 clusters Score -5197061 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5198357.500000 Penalty: 5097.245605
	Iteration 11F: 3 clusters Score -5198358 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5199424.500000 Penalty: 5097.245605
	Iteration 12Q: 3 clusters Score -5199424 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5200218.000000 Penalty: 5097.245605
	Iteration 13Q: 3 clusters Score -5200218 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5200743.000000 Penalty: 5097.245605
	Iteration 14Q: 3 clusters Score -5200743 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5201023.000000 Penalty: 5097.245605
	Iteration 15Q: 3 clusters Score -5201023 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5201212.000000 Penalty: 5097.245605
	Iteration 16Q: 3 clusters Score -5201212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5201351.500000 Penalty: 5097.245605
	Iteration 17Q: 3 clusters Score -5201352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5201413.000000 Penalty: 5097.245605
	Iteration 18Q: 3 clusters Score -5201413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5201489.500000 Penalty: 5097.245605
	Iteration 19Q: 3 clusters Score -5201490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5201527.000000 Penalty: 5097.245605
	Iteration 20F: 3 clusters Score -5201527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5201552.000000 Penalty: 5097.245605
	Iteration 21Q: 3 clusters Score -5201552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5201580.500000 Penalty: 5097.245605
	Iteration 22Q: 3 clusters Score -5201580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5201584.500000 Penalty: 5097.245605
	Iteration 23Q: 3 clusters Score -5201584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5201596.500000 Penalty: 5097.245605
	Iteration 24Q: 3 clusters Score -5201596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5201593.500000 Penalty: 5097.245605
	Iteration 25Q: 3 clusters Score -5201594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5201603.500000 Penalty: 5097.245605
	Iteration 26Q: 3 clusters Score -5201604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5201612.000000 Penalty: 5097.245605
	Iteration 27Q: 3 clusters Score -5201612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5201613.500000 Penalty: 5097.245605
	Iteration 28Q: 3 clusters Score -5201614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5201623.500000 Penalty: 5097.245605
	Iteration 29Q: 3 clusters Score -5201624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5201612.500000 Penalty: 5097.245605
	Iteration 30Q: 3 clusters Score -5201612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5201617.500000 Penalty: 5097.245605
	Iteration 31Q: 3 clusters Score -5201618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5201624.500000 Penalty: 5097.245605
	Iteration 32Q: 3 clusters Score -5201624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5201622.500000 Penalty: 5097.245605
	Iteration 33Q: 3 clusters Score -5201622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5201624.000000 Penalty: 5097.245605
	Iteration 34Q: 3 clusters Score -5201624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5201623.000000 Penalty: 5097.245605
	Iteration 35Q: 3 clusters Score -5201623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5201623.500000 Penalty: 5097.245605
	Iteration 36Q: 3 clusters Score -5201624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5201623.500000 Penalty: 5097.245605
	Iteration 37F: 3 clusters Score -5201624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Entering Unmasked Estep 
Score: -6286801.000000 Penalty: 2592.636230
	Iteration 0F: 2 clusters Score -6286801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -6264177.000000 Penalty: 5185.272461
	Iteration 0F: 3 clusters Score -6264177 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6272553.000000 Penalty: 5185.272461
	Iteration 1F: 3 clusters Score -6272553 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6272992.000000 Penalty: 5185.272461
	Iteration 2Q: 3 clusters Score -6272992 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -6273385.500000 Penalty: 5185.272461
	Iteration 3Q: 3 clusters Score -6273386 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -6273704.500000 Penalty: 5185.272461
	Iteration 4Q: 3 clusters Score -6273704 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -6273945.000000 Penalty: 5185.272461
	Iteration 5Q: 3 clusters Score -6273945 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -6274201.500000 Penalty: 5185.272461
	Iteration 6Q: 3 clusters Score -6274202 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -6274465.000000 Penalty: 5185.272461
	Iteration 7Q: 3 clusters Score -6274465 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6274745.500000 Penalty: 5185.272461
	Iteration 8Q: 3 clusters Score -6274746 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6275062.500000 Penalty: 5185.272461
	Iteration 9Q: 3 clusters Score -6275062 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6275528.000000 Penalty: 5185.272461
	Iteration 10Q: 3 clusters Score -6275528 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6276184.500000 Penalty: 5185.272461
	Iteration 11Q: 3 clusters Score -6276184 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6277107.500000 Penalty: 5185.272461
	Iteration 12Q: 3 clusters Score -6277108 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -6278296.500000 Penalty: 5185.272461
	Iteration 13F: 3 clusters Score -6278296 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6279690.500000 Penalty: 5185.272461
	Iteration 14F: 3 clusters Score -6279690 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -6281048.500000 Penalty: 5185.272461
	Iteration 15Q: 3 clusters Score -6281048 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -6282148.500000 Penalty: 5185.272461
	Iteration 16Q: 3 clusters Score -6282148 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -6283024.000000 Penalty: 5185.272461
	Iteration 17Q: 3 clusters Score -6283024 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6283570.500000 Penalty: 5185.272461
	Iteration 18Q: 3 clusters Score -6283570 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -6283856.000000 Penalty: 5185.272461
	Iteration 19Q: 3 clusters Score -6283856 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -6284000.500000 Penalty: 5185.272461
	Iteration 20F: 3 clusters Score -6284000 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -6284130.000000 Penalty: 5185.272461
	Iteration 21Q: 3 clusters Score -6284130 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -6284239.000000 Penalty: 5185.272461
	Iteration 22Q: 3 clusters Score -6284239 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6284304.000000 Penalty: 5185.272461
	Iteration 23Q: 3 clusters Score -6284304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6284383.500000 Penalty: 5185.272461
	Iteration 24Q: 3 clusters Score -6284384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6284447.000000 Penalty: 5185.272461
	Iteration 25Q: 3 clusters Score -6284447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -6284501.000000 Penalty: 5185.272461
	Iteration 26Q: 3 clusters Score -6284501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -6284515.500000 Penalty: 5185.272461
	Iteration 27Q: 3 clusters Score -6284516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6284541.500000 Penalty: 5185.272461
	Iteration 28Q: 3 clusters Score -6284542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6284556.000000 Penalty: 5185.272461
	Iteration 29Q: 3 clusters Score -6284556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -6284558.500000 Penalty: 5185.272461
	Iteration 30Q: 3 clusters Score -6284558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -6284574.500000 Penalty: 5185.272461
	Iteration 31Q: 3 clusters Score -6284574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -6284582.500000 Penalty: 5185.272461
	Iteration 32Q: 3 clusters Score -6284582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6284586.000000 Penalty: 5185.272461
	Iteration 33Q: 3 clusters Score -6284586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -6284589.000000 Penalty: 5185.272461
	Iteration 34Q: 3 clusters Score -6284589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -6284589.000000 Penalty: 5185.272461
	Iteration 35Q: 3 clusters Score -6284589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -6284594.500000 Penalty: 5185.272461
	Iteration 36Q: 3 clusters Score -6284594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -6284597.000000 Penalty: 5185.272461
	Iteration 37Q: 3 clusters Score -6284597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -6284595.000000 Penalty: 5185.272461
	Iteration 38Q: 3 clusters Score -6284595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6284588.000000 Penalty: 5185.272461
	Iteration 39Q: 3 clusters Score -6284588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -6284595.000000 Penalty: 5185.272461
	Iteration 40F: 3 clusters Score -6284595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -504568.000000 Penalty: 2002.590210
	Iteration 0F: 2 clusters Score -504568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -501182.031250 Penalty: 4005.180420
	Iteration 0F: 3 clusters Score -501182 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -502193.031250 Penalty: 4005.180420
	Iteration 1F: 3 clusters Score -502193 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -502731.906250 Penalty: 4005.180420
	Iteration 2F: 3 clusters Score -502731.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -503226.375000 Penalty: 4005.180420
	Iteration 3F: 3 clusters Score -503226.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -503590.031250 Penalty: 4005.180420
	Iteration 4F: 3 clusters Score -503590 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -503845.593750 Penalty: 4005.180420
	Iteration 5F: 3 clusters Score -503845.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -504009.343750 Penalty: 4005.180420
	Iteration 6Q: 3 clusters Score -504009.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -504086.281250 Penalty: 4005.180420
	Iteration 7Q: 3 clusters Score -504086.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -504149.593750 Penalty: 4005.180420
	Iteration 8Q: 3 clusters Score -504149.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -504189.406250 Penalty: 4005.180420
	Iteration 9Q: 3 clusters Score -504189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -504216.187500 Penalty: 4005.180420
	Iteration 10Q: 3 clusters Score -504216.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -504235.718750 Penalty: 4005.180420
	Iteration 11Q: 3 clusters Score -504235.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -504245.281250 Penalty: 4005.180420
	Iteration 12Q: 3 clusters Score -504245.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -504258.218750 Penalty: 4005.180420
	Iteration 13Q: 3 clusters Score -504258.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -504263.687500 Penalty: 4005.180420
	Iteration 14Q: 3 clusters Score -504263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -504269.968750 Penalty: 4005.180420
	Iteration 15Q: 3 clusters Score -504270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504272.906250 Penalty: 4005.180420
	Iteration 16Q: 3 clusters Score -504272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -504273.968750 Penalty: 4005.180420
	Iteration 17Q: 3 clusters Score -504274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504274.531250 Penalty: 4005.180420
	Iteration 18Q: 3 clusters Score -504274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -504274.468750 Penalty: 4005.180420
	Iteration 19Q: 3 clusters Score -504274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -504275.656250 Penalty: 4005.180420
	Iteration 20F: 3 clusters Score -504275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -504276.125000 Penalty: 4005.180420
	Iteration 21Q: 3 clusters Score -504276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -504276.906250 Penalty: 4005.180420
	Iteration 22Q: 3 clusters Score -504276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -504276.906250 Penalty: 4005.180420
	Iteration 23F: 3 clusters Score -504276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Entering Unmasked Estep 
Score: -6149906.000000 Penalty: 2598.688721
	Iteration 0F: 2 clusters Score -6149906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -6125917.500000 Penalty: 5197.377441
	Iteration 0F: 3 clusters Score -6125918 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -6134917.500000 Penalty: 5197.377441
	Iteration 1F: 3 clusters Score -6134918 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -6135699.000000 Penalty: 5197.377441
	Iteration 2F: 3 clusters Score -6135699 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6136598.000000 Penalty: 5197.377441
	Iteration 3F: 3 clusters Score -6136598 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6137688.500000 Penalty: 5197.377441
	Iteration 4F: 3 clusters Score -6137688 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6138971.000000 Penalty: 5197.377441
	Iteration 5F: 3 clusters Score -6138971 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6140368.500000 Penalty: 5197.377441
	Iteration 6F: 3 clusters Score -6140368 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6141823.500000 Penalty: 5197.377441
	Iteration 7F: 3 clusters Score -6141824 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6143239.000000 Penalty: 5197.377441
	Iteration 8F: 3 clusters Score -6143239 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -6144385.500000 Penalty: 5197.377441
	Iteration 9Q: 3 clusters Score -6144386 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6145261.500000 Penalty: 5197.377441
	Iteration 10Q: 3 clusters Score -6145262 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -6145993.000000 Penalty: 5197.377441
	Iteration 11Q: 3 clusters Score -6145993 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6146626.000000 Penalty: 5197.377441
	Iteration 12Q: 3 clusters Score -6146626 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -6147079.500000 Penalty: 5197.377441
	Iteration 13Q: 3 clusters Score -6147080 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6147427.000000 Penalty: 5197.377441
	Iteration 14Q: 3 clusters Score -6147427 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6147674.000000 Penalty: 5197.377441
	Iteration 15Q: 3 clusters Score -6147674 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -6147908.000000 Penalty: 5197.377441
	Iteration 16Q: 3 clusters Score -6147908 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -6148066.000000 Penalty: 5197.377441
	Iteration 17Q: 3 clusters Score -6148066 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6148184.500000 Penalty: 5197.377441
	Iteration 18Q: 3 clusters Score -6148184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6148250.000000 Penalty: 5197.377441
	Iteration 19Q: 3 clusters Score -6148250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6148294.500000 Penalty: 5197.377441
	Iteration 20F: 3 clusters Score -6148294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -6148331.000000 Penalty: 5197.377441
	Iteration 21Q: 3 clusters Score -6148331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6148369.500000 Penalty: 5197.377441
	Iteration 22Q: 3 clusters Score -6148370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -6148367.000000 Penalty: 5197.377441
	Iteration 23Q: 3 clusters Score -6148367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6148403.000000 Penalty: 5197.377441
	Iteration 24Q: 3 clusters Score -6148403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -6148390.000000 Penalty: 5197.377441
	Iteration 25Q: 3 clusters Score -6148390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6148405.000000 Penalty: 5197.377441
	Iteration 26Q: 3 clusters Score -6148405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6148415.000000 Penalty: 5197.377441
	Iteration 27Q: 3 clusters Score -6148415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -6148421.000000 Penalty: 5197.377441
	Iteration 28Q: 3 clusters Score -6148421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6148432.500000 Penalty: 5197.377441
	Iteration 29Q: 3 clusters Score -6148432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6148423.000000 Penalty: 5197.377441
	Iteration 30Q: 3 clusters Score -6148423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6148429.000000 Penalty: 5197.377441
	Iteration 31Q: 3 clusters Score -6148429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -6148435.000000 Penalty: 5197.377441
	Iteration 32Q: 3 clusters Score -6148435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -6148440.000000 Penalty: 5197.377441
	Iteration 33Q: 3 clusters Score -6148440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -6148439.500000 Penalty: 5197.377441
	Iteration 34Q: 3 clusters Score -6148440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -6148443.500000 Penalty: 5197.377441
	Iteration 35Q: 3 clusters Score -6148444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6148439.500000 Penalty: 5197.377441
	Iteration 36Q: 3 clusters Score -6148440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6148443.000000 Penalty: 5197.377441
	Iteration 37Q: 3 clusters Score -6148443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6148442.500000 Penalty: 5197.377441
	Iteration 38Q: 3 clusters Score -6148442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6148442.500000 Penalty: 5197.377441
	Iteration 39F: 3 clusters Score -6148442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Entering Unmasked Estep 
Score: -5481139.000000 Penalty: 2560.394043
	Iteration 0F: 2 clusters Score -5481139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5460548.000000 Penalty: 5120.788086
	Iteration 0F: 3 clusters Score -5460548 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5468433.000000 Penalty: 5120.788086
	Iteration 1F: 3 clusters Score -5468433 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5469537.500000 Penalty: 5120.788086
	Iteration 2F: 3 clusters Score -5469538 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5471169.000000 Penalty: 5120.788086
	Iteration 3F: 3 clusters Score -5471169 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5473374.000000 Penalty: 5120.788086
	Iteration 4F: 3 clusters Score -5473374 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5475672.000000 Penalty: 5120.788086
	Iteration 5F: 3 clusters Score -5475672 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5477248.000000 Penalty: 5120.788086
	Iteration 6F: 3 clusters Score -5477248 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5478366.500000 Penalty: 5120.788086
	Iteration 7F: 3 clusters Score -5478366 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -5478981.000000 Penalty: 5120.788086
	Iteration 8Q: 3 clusters Score -5478981 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5479362.000000 Penalty: 5120.788086
	Iteration 9Q: 3 clusters Score -5479362 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5479596.500000 Penalty: 5120.788086
	Iteration 10Q: 3 clusters Score -5479596 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -5479768.000000 Penalty: 5120.788086
	Iteration 11Q: 3 clusters Score -5479768 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -5479933.500000 Penalty: 5120.788086
	Iteration 12Q: 3 clusters Score -5479934 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -5480030.000000 Penalty: 5120.788086
	Iteration 13Q: 3 clusters Score -5480030 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -5480124.500000 Penalty: 5120.788086
	Iteration 14Q: 3 clusters Score -5480124 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5480207.500000 Penalty: 5120.788086
	Iteration 15Q: 3 clusters Score -5480208 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5480247.000000 Penalty: 5120.788086
	Iteration 16Q: 3 clusters Score -5480247 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -5480292.000000 Penalty: 5120.788086
	Iteration 17Q: 3 clusters Score -5480292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5480326.000000 Penalty: 5120.788086
	Iteration 18Q: 3 clusters Score -5480326 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5480364.000000 Penalty: 5120.788086
	Iteration 19Q: 3 clusters Score -5480364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5480384.000000 Penalty: 5120.788086
	Iteration 20F: 3 clusters Score -5480384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5480401.500000 Penalty: 5120.788086
	Iteration 21Q: 3 clusters Score -5480402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5480400.500000 Penalty: 5120.788086
	Iteration 22Q: 3 clusters Score -5480400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5480395.500000 Penalty: 5120.788086
	Iteration 23Q: 3 clusters Score -5480396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5480422.500000 Penalty: 5120.788086
	Iteration 24Q: 3 clusters Score -5480422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5480416.500000 Penalty: 5120.788086
	Iteration 25Q: 3 clusters Score -5480416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5480422.500000 Penalty: 5120.788086
	Iteration 26Q: 3 clusters Score -5480422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5480428.000000 Penalty: 5120.788086
	Iteration 27Q: 3 clusters Score -5480428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5480432.500000 Penalty: 5120.788086
	Iteration 28Q: 3 clusters Score -5480432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5480442.500000 Penalty: 5120.788086
	Iteration 29Q: 3 clusters Score -5480442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5480431.500000 Penalty: 5120.788086
	Iteration 30Q: 3 clusters Score -5480432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -5480431.500000 Penalty: 5120.788086
	Iteration 31Q: 3 clusters Score -5480432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5480443.000000 Penalty: 5120.788086
	Iteration 32Q: 3 clusters Score -5480443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5480439.500000 Penalty: 5120.788086
	Iteration 33Q: 3 clusters Score -5480440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5480447.000000 Penalty: 5120.788086
	Iteration 34Q: 3 clusters Score -5480447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5480445.500000 Penalty: 5120.788086
	Iteration 35Q: 3 clusters Score -5480446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5480448.500000 Penalty: 5120.788086
	Iteration 36Q: 3 clusters Score -5480448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -5480446.000000 Penalty: 5120.788086
	Iteration 37Q: 3 clusters Score -5480446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5480444.000000 Penalty: 5120.788086
	Iteration 38Q: 3 clusters Score -5480444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5480455.500000 Penalty: 5120.788086
	Iteration 39Q: 3 clusters Score -5480456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5480448.500000 Penalty: 5120.788086
	Iteration 40F: 3 clusters Score -5480448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5480445.500000 Penalty: 5120.788086
	Iteration 41Q: 3 clusters Score -5480446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5480444.000000 Penalty: 5120.788086
	Iteration 42Q: 3 clusters Score -5480444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5480447.000000 Penalty: 5120.788086
	Iteration 43Q: 3 clusters Score -5480447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5480449.000000 Penalty: 5120.788086
	Iteration 44Q: 3 clusters Score -5480449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5480457.000000 Penalty: 5120.788086
	Iteration 45Q: 3 clusters Score -5480457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5480461.500000 Penalty: 5120.788086
	Iteration 46Q: 3 clusters Score -5480462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5480466.000000 Penalty: 5120.788086
	Iteration 47Q: 3 clusters Score -5480466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -5480482.000000 Penalty: 5120.788086
	Iteration 48Q: 3 clusters Score -5480482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5480473.500000 Penalty: 5120.788086
	Iteration 49Q: 3 clusters Score -5480474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -5480472.500000 Penalty: 5120.788086
	Iteration 50Q: 3 clusters Score -5480472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5480471.000000 Penalty: 5120.788086
	Iteration 51Q: 3 clusters Score -5480471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5480471.500000 Penalty: 5120.788086
	Iteration 52Q: 3 clusters Score -5480472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5480470.000000 Penalty: 5120.788086
	Iteration 53Q: 3 clusters Score -5480470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5480474.500000 Penalty: 5120.788086
	Iteration 54Q: 3 clusters Score -5480474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5480469.000000 Penalty: 5120.788086
	Iteration 55Q: 3 clusters Score -5480469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5480467.500000 Penalty: 5120.788086
	Iteration 56Q: 3 clusters Score -5480468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5480464.500000 Penalty: 5120.788086
	Iteration 57Q: 3 clusters Score -5480464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5480462.000000 Penalty: 5120.788086
	Iteration 58Q: 3 clusters Score -5480462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5480470.000000 Penalty: 5120.788086
	Iteration 59Q: 3 clusters Score -5480470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5480466.500000 Penalty: 5120.788086
	Iteration 60F: 3 clusters Score -5480466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5480469.500000 Penalty: 5120.788086
	Iteration 61Q: 3 clusters Score -5480470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5480468.000000 Penalty: 5120.788086
	Iteration 62Q: 3 clusters Score -5480468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5480467.500000 Penalty: 5120.788086
	Iteration 63Q: 3 clusters Score -5480468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5480467.500000 Penalty: 5120.788086
	Iteration 64F: 3 clusters Score -5480468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -534869.500000 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -534869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -531541.437500 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -531541.4 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -532280.562500 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -532280.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -532494.812500 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -532494.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -532606.625000 Penalty: 3996.144775
	Iteration 3F: 3 clusters Score -532606.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -532700.937500 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -532700.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -532807.500000 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -532807.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -532901.437500 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -532901.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -533014.000000 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -533014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -533129.625000 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -533129.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -533253.500000 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -533253.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -533369.375000 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -533369.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -533510.000000 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -533510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -533634.125000 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -533634.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -533742.500000 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -533742.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -533824.937500 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -533824.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -533889.312500 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -533889.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -533944.687500 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -533944.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -533974.312500 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -533974.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -533995.625000 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -533995.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -534011.375000 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -534011.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -534018.875000 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -534018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -534023.062500 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -534023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -534026.937500 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -534026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -534029.687500 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -534029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -534033.375000 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -534033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -534036.187500 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -534036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -534039.562500 Penalty: 3996.144775
	Iteration 26Q: 3 clusters Score -534039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -534041.562500 Penalty: 3996.144775
	Iteration 27Q: 3 clusters Score -534041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -534043.187500 Penalty: 3996.144775
	Iteration 28Q: 3 clusters Score -534043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -534043.625000 Penalty: 3996.144775
	Iteration 29Q: 3 clusters Score -534043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -534046.062500 Penalty: 3996.144775
	Iteration 30Q: 3 clusters Score -534046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -534047.125000 Penalty: 3996.144775
	Iteration 31Q: 3 clusters Score -534047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -534048.125000 Penalty: 3996.144775
	Iteration 32Q: 3 clusters Score -534048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -534048.562500 Penalty: 3996.144775
	Iteration 33Q: 3 clusters Score -534048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -534048.562500 Penalty: 3996.144775
	Iteration 34F: 3 clusters Score -534048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85533.968750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85533.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85733.171875 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85733.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85814.164062 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -85814.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85884.648438 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -85884.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85988.843750 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -85988.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86124.593750 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86124.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86284.757812 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86284.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86371.734375 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86371.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86412.367188 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86412.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86441.710938 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86441.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86485.398438 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86537.468750 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86537.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86552.656250 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86552.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86573.570312 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -86573.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86591.359375 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -86591.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86600.234375 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -86600.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86608.945312 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -86608.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86617.343750 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -86617.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86621.562500 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -86621.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86624.250000 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -86624.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86625.359375 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -86625.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135105.187500 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135105.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -135356.656250 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135356.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135446.562500 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135530.343750 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -135530.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135586.000000 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -135586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135616.812500 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135616.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -135654.078125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135654.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135702.484375 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135730.609375 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135730.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135772.890625 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135796.125000 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -135796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135807.812500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -135807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135823.750000 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -135823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135851.187500 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -135851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135874.968750 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -135875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135892.093750 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -135892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135913.421875 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -135913.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135931.968750 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -135932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135947.546875 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -135947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135955.218750 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -135955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135956.875000 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -135956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135961.578125 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -135961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135968.640625 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -135968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135969.718750 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -135969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135969.718750 Penalty: 3329.023193
	Iteration 24F: 3 clusters Score -135969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -26985.871094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -26985.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25999.162109 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -25999.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26461.099609 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -26461.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26657.523438 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -26657.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26926.433594 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -26926.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26980.890625 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -26980.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26996.388672 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -26996.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26996.396484 Penalty: 2815.669922
	Iteration 6F: 3 clusters Score -26996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27033.835938 Penalty: 2815.669922
	Iteration 7Q: 3 clusters Score -27033.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27095.074219 Penalty: 2815.669922
	Iteration 8Q: 3 clusters Score -27095.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27103.414062 Penalty: 2815.669922
	Iteration 9Q: 3 clusters Score -27103.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27103.414062 Penalty: 2815.669922
	Iteration 10F: 3 clusters Score -27103.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 93 members 
Entering Unmasked Estep 
Score: -117278344.000000 Penalty: 203298.921875
Splitting cluster 29 changes total score from -117280016.000000 to -117278344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -322727.125000 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -322727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -320092.687500 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -320092.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -320648.468750 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -320648.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -320906.937500 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -320906.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321138.875000 Penalty: 3781.811035
	Iteration 3F: 3 clusters Score -321138.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321334.906250 Penalty: 3781.811035
	Iteration 4F: 3 clusters Score -321334.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321470.000000 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -321470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -321549.375000 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -321549.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -321604.656250 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -321604.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -321647.125000 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -321647.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321678.031250 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -321678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -321702.531250 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -321702.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -321715.500000 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -321715.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -321724.656250 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -321724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -321732.218750 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -321732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321737.281250 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -321737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -321741.062500 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -321741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -321744.062500 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -321744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -321748.531250 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -321748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -321753.656250 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -321753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321758.781250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -321758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -321767.468750 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -321767.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -321772.968750 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -321773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -321781.218750 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -321781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -321792.093750 Penalty: 3781.811035
	Iteration 23Q: 3 clusters Score -321792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -321801.593750 Penalty: 3781.811035
	Iteration 24Q: 3 clusters Score -321801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -321809.156250 Penalty: 3781.811035
	Iteration 25Q: 3 clusters Score -321809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -321811.218750 Penalty: 3781.811035
	Iteration 26Q: 3 clusters Score -321811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321811.406250 Penalty: 3781.811035
	Iteration 27Q: 3 clusters Score -321811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321811.406250 Penalty: 3781.811035
	Iteration 28F: 3 clusters Score -321811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1747206.875000 Penalty: 2286.312744
	Iteration 0F: 2 clusters Score -1747207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1739491.000000 Penalty: 4572.625488
	Iteration 0F: 3 clusters Score -1739491 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1741717.375000 Penalty: 4572.625488
	Iteration 1F: 3 clusters Score -1741717 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1742032.500000 Penalty: 4572.625488
	Iteration 2F: 3 clusters Score -1742032 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1742281.250000 Penalty: 4572.625488
	Iteration 3F: 3 clusters Score -1742281 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1742496.000000 Penalty: 4572.625488
	Iteration 4Q: 3 clusters Score -1742496 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1742682.375000 Penalty: 4572.625488
	Iteration 5Q: 3 clusters Score -1742682 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1742834.000000 Penalty: 4572.625488
	Iteration 6Q: 3 clusters Score -1742834 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1742969.500000 Penalty: 4572.625488
	Iteration 7Q: 3 clusters Score -1742970 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1743108.625000 Penalty: 4572.625488
	Iteration 8Q: 3 clusters Score -1743109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1743245.750000 Penalty: 4572.625488
	Iteration 9Q: 3 clusters Score -1743246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1743353.375000 Penalty: 4572.625488
	Iteration 10Q: 3 clusters Score -1743353 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1743463.625000 Penalty: 4572.625488
	Iteration 11Q: 3 clusters Score -1743464 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1743579.250000 Penalty: 4572.625488
	Iteration 12Q: 3 clusters Score -1743579 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1743710.750000 Penalty: 4572.625488
	Iteration 13Q: 3 clusters Score -1743711 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1743862.250000 Penalty: 4572.625488
	Iteration 14Q: 3 clusters Score -1743862 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1743978.500000 Penalty: 4572.625488
	Iteration 15Q: 3 clusters Score -1743978 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1744088.875000 Penalty: 4572.625488
	Iteration 16Q: 3 clusters Score -1744089 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1744195.000000 Penalty: 4572.625488
	Iteration 17Q: 3 clusters Score -1744195 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1744291.875000 Penalty: 4572.625488
	Iteration 18Q: 3 clusters Score -1744292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1744382.375000 Penalty: 4572.625488
	Iteration 19Q: 3 clusters Score -1744382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1744458.125000 Penalty: 4572.625488
	Iteration 20F: 3 clusters Score -1744458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1744527.375000 Penalty: 4572.625488
	Iteration 21Q: 3 clusters Score -1744527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1744580.500000 Penalty: 4572.625488
	Iteration 22Q: 3 clusters Score -1744580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1744617.000000 Penalty: 4572.625488
	Iteration 23Q: 3 clusters Score -1744617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1744663.000000 Penalty: 4572.625488
	Iteration 24Q: 3 clusters Score -1744663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1744708.875000 Penalty: 4572.625488
	Iteration 25Q: 3 clusters Score -1744709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1744746.625000 Penalty: 4572.625488
	Iteration 26Q: 3 clusters Score -1744747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1744772.875000 Penalty: 4572.625488
	Iteration 27Q: 3 clusters Score -1744773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1744798.625000 Penalty: 4572.625488
	Iteration 28Q: 3 clusters Score -1744799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1744826.500000 Penalty: 4572.625488
	Iteration 29Q: 3 clusters Score -1744826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1744839.000000 Penalty: 4572.625488
	Iteration 30Q: 3 clusters Score -1744839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1744858.625000 Penalty: 4572.625488
	Iteration 31Q: 3 clusters Score -1744859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1744874.875000 Penalty: 4572.625488
	Iteration 32Q: 3 clusters Score -1744875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1744892.750000 Penalty: 4572.625488
	Iteration 33Q: 3 clusters Score -1744893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1744907.250000 Penalty: 4572.625488
	Iteration 34Q: 3 clusters Score -1744907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1744912.125000 Penalty: 4572.625488
	Iteration 35Q: 3 clusters Score -1744912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1744926.000000 Penalty: 4572.625488
	Iteration 36Q: 3 clusters Score -1744926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1744932.750000 Penalty: 4572.625488
	Iteration 37Q: 3 clusters Score -1744933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1744944.750000 Penalty: 4572.625488
	Iteration 38Q: 3 clusters Score -1744945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1744953.000000 Penalty: 4572.625488
	Iteration 39Q: 3 clusters Score -1744953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1744968.750000 Penalty: 4572.625488
	Iteration 40F: 3 clusters Score -1744969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1744973.875000 Penalty: 4572.625488
	Iteration 41Q: 3 clusters Score -1744974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1744977.625000 Penalty: 4572.625488
	Iteration 42Q: 3 clusters Score -1744978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1744985.500000 Penalty: 4572.625488
	Iteration 43Q: 3 clusters Score -1744986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1744990.000000 Penalty: 4572.625488
	Iteration 44Q: 3 clusters Score -1744990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1745000.750000 Penalty: 4572.625488
	Iteration 45Q: 3 clusters Score -1745001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1745004.375000 Penalty: 4572.625488
	Iteration 46Q: 3 clusters Score -1745004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1745005.500000 Penalty: 4572.625488
	Iteration 47Q: 3 clusters Score -1745006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1745010.000000 Penalty: 4572.625488
	Iteration 48Q: 3 clusters Score -1745010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1745013.750000 Penalty: 4572.625488
	Iteration 49Q: 3 clusters Score -1745014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1745013.375000 Penalty: 4572.625488
	Iteration 50Q: 3 clusters Score -1745013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1745015.125000 Penalty: 4572.625488
	Iteration 51Q: 3 clusters Score -1745015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1745014.125000 Penalty: 4572.625488
	Iteration 52Q: 3 clusters Score -1745014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1745014.500000 Penalty: 4572.625488
	Iteration 53Q: 3 clusters Score -1745014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1745016.375000 Penalty: 4572.625488
	Iteration 54Q: 3 clusters Score -1745016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1745019.125000 Penalty: 4572.625488
	Iteration 55Q: 3 clusters Score -1745019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1745022.250000 Penalty: 4572.625488
	Iteration 56Q: 3 clusters Score -1745022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1745020.750000 Penalty: 4572.625488
	Iteration 57Q: 3 clusters Score -1745021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1745025.000000 Penalty: 4572.625488
	Iteration 58Q: 3 clusters Score -1745025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1745024.750000 Penalty: 4572.625488
	Iteration 59Q: 3 clusters Score -1745025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1745022.625000 Penalty: 4572.625488
	Iteration 60F: 3 clusters Score -1745023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1745027.125000 Penalty: 4572.625488
	Iteration 61Q: 3 clusters Score -1745027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1745027.250000 Penalty: 4572.625488
	Iteration 62Q: 3 clusters Score -1745027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1745030.125000 Penalty: 4572.625488
	Iteration 63Q: 3 clusters Score -1745030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1745032.125000 Penalty: 4572.625488
	Iteration 64Q: 3 clusters Score -1745032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1745034.125000 Penalty: 4572.625488
	Iteration 65Q: 3 clusters Score -1745034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1745036.750000 Penalty: 4572.625488
	Iteration 66Q: 3 clusters Score -1745037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1745042.125000 Penalty: 4572.625488
	Iteration 67Q: 3 clusters Score -1745042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1745038.250000 Penalty: 4572.625488
	Iteration 68Q: 3 clusters Score -1745038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1745041.125000 Penalty: 4572.625488
	Iteration 69Q: 3 clusters Score -1745041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1745048.750000 Penalty: 4572.625488
	Iteration 70Q: 3 clusters Score -1745049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1745052.000000 Penalty: 4572.625488
	Iteration 71Q: 3 clusters Score -1745052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1745054.125000 Penalty: 4572.625488
	Iteration 72Q: 3 clusters Score -1745054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1745058.500000 Penalty: 4572.625488
	Iteration 73Q: 3 clusters Score -1745058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1745059.375000 Penalty: 4572.625488
	Iteration 74Q: 3 clusters Score -1745059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1745054.000000 Penalty: 4572.625488
	Iteration 75Q: 3 clusters Score -1745054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1745062.875000 Penalty: 4572.625488
	Iteration 76Q: 3 clusters Score -1745063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1745065.250000 Penalty: 4572.625488
	Iteration 77Q: 3 clusters Score -1745065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1745068.625000 Penalty: 4572.625488
	Iteration 78Q: 3 clusters Score -1745069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1745065.625000 Penalty: 4572.625488
	Iteration 79Q: 3 clusters Score -1745066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1745065.875000 Penalty: 4572.625488
	Iteration 80F: 3 clusters Score -1745066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1745071.500000 Penalty: 4572.625488
	Iteration 81Q: 3 clusters Score -1745072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1745071.250000 Penalty: 4572.625488
	Iteration 82Q: 3 clusters Score -1745071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1745073.500000 Penalty: 4572.625488
	Iteration 83Q: 3 clusters Score -1745074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1745079.250000 Penalty: 4572.625488
	Iteration 84Q: 3 clusters Score -1745079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1745080.875000 Penalty: 4572.625488
	Iteration 85Q: 3 clusters Score -1745081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1745086.125000 Penalty: 4572.625488
	Iteration 86Q: 3 clusters Score -1745086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1745090.250000 Penalty: 4572.625488
	Iteration 87Q: 3 clusters Score -1745090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1745088.750000 Penalty: 4572.625488
	Iteration 88Q: 3 clusters Score -1745089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1745092.125000 Penalty: 4572.625488
	Iteration 89Q: 3 clusters Score -1745092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1745098.750000 Penalty: 4572.625488
	Iteration 90Q: 3 clusters Score -1745099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1745098.750000 Penalty: 4572.625488
	Iteration 91Q: 3 clusters Score -1745099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1745103.125000 Penalty: 4572.625488
	Iteration 92Q: 3 clusters Score -1745103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1745110.375000 Penalty: 4572.625488
	Iteration 93Q: 3 clusters Score -1745110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1745108.500000 Penalty: 4572.625488
	Iteration 94Q: 3 clusters Score -1745108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1745114.000000 Penalty: 4572.625488
	Iteration 95Q: 3 clusters Score -1745114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1745117.625000 Penalty: 4572.625488
	Iteration 96Q: 3 clusters Score -1745118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1745124.125000 Penalty: 4572.625488
	Iteration 97Q: 3 clusters Score -1745124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1745127.500000 Penalty: 4572.625488
	Iteration 98Q: 3 clusters Score -1745128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1745125.750000 Penalty: 4572.625488
	Iteration 99Q: 3 clusters Score -1745126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1745130.625000 Penalty: 4572.625488
	Iteration 100F: 3 clusters Score -1745131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1745133.000000 Penalty: 4572.625488
	Iteration 101Q: 3 clusters Score -1745133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1745130.625000 Penalty: 4572.625488
	Iteration 102Q: 3 clusters Score -1745131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1745139.000000 Penalty: 4572.625488
	Iteration 103Q: 3 clusters Score -1745139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1745142.250000 Penalty: 4572.625488
	Iteration 104Q: 3 clusters Score -1745142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1745144.625000 Penalty: 4572.625488
	Iteration 105Q: 3 clusters Score -1745145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1745146.000000 Penalty: 4572.625488
	Iteration 106Q: 3 clusters Score -1745146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1745144.750000 Penalty: 4572.625488
	Iteration 107Q: 3 clusters Score -1745145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1745144.875000 Penalty: 4572.625488
	Iteration 108Q: 3 clusters Score -1745145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1745146.875000 Penalty: 4572.625488
	Iteration 109Q: 3 clusters Score -1745147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1745147.875000 Penalty: 4572.625488
	Iteration 110Q: 3 clusters Score -1745148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1745149.125000 Penalty: 4572.625488
	Iteration 111Q: 3 clusters Score -1745149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1745149.250000 Penalty: 4572.625488
	Iteration 112Q: 3 clusters Score -1745149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1745147.625000 Penalty: 4572.625488
	Iteration 113Q: 3 clusters Score -1745148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1745148.625000 Penalty: 4572.625488
	Iteration 114Q: 3 clusters Score -1745149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1745150.625000 Penalty: 4572.625488
	Iteration 115Q: 3 clusters Score -1745151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1745150.125000 Penalty: 4572.625488
	Iteration 116Q: 3 clusters Score -1745150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1745151.625000 Penalty: 4572.625488
	Iteration 117Q: 3 clusters Score -1745152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1745151.000000 Penalty: 4572.625488
	Iteration 118Q: 3 clusters Score -1745151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1745154.250000 Penalty: 4572.625488
	Iteration 119Q: 3 clusters Score -1745154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1745154.250000 Penalty: 4572.625488
	Iteration 120F: 3 clusters Score -1745154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -671434.187500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -671434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -667551.312500 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -667551.3 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -668886.687500 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -668886.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -669363.437500 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -669363.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -669685.250000 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -669685.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -669869.750000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -669869.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -669972.375000 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -669972.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -670050.062500 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -670050.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -670119.062500 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -670119.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -670162.062500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -670162.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -670190.187500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -670190.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -670208.250000 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -670208.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -670223.312500 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -670223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -670243.312500 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -670243.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -670257.000000 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -670257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -670271.187500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -670271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -670278.875000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -670278.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -670289.125000 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -670289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -670296.812500 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -670296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -670301.687500 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -670301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -670304.125000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -670304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -670306.687500 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -670306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -670307.000000 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -670307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -670307.375000 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -670307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -670307.812500 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -670307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -670307.250000 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -670307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -670310.250000 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -670310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -670310.250000 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -670310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -670310.250000 Penalty: 4120.989258
	Iteration 27F: 3 clusters Score -670310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -654287.437500 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -654287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -650622.437500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -650622.4 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -651596.625000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -651596.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -652062.687500 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -652062.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -652515.125000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -652515.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -652876.562500 Penalty: 4078.386475
	Iteration 4F: 3 clusters Score -652876.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -653181.562500 Penalty: 4078.386475
	Iteration 5F: 3 clusters Score -653181.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -653365.125000 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -653365.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -653482.937500 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -653482.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -653558.687500 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -653558.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -653589.187500 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -653589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -653617.375000 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -653617.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -653635.187500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -653635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -653642.187500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -653642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -653645.687500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -653645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -653647.562500 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -653647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -653651.062500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -653651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -653652.687500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -653652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -653654.000000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -653654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -653654.812500 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -653654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -653654.812500 Penalty: 4078.386475
	Iteration 19F: 3 clusters Score -653654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -1392976.250000 Penalty: 2228.762939
	Iteration 0F: 2 clusters Score -1392976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1386756.125000 Penalty: 4457.525879
	Iteration 0F: 3 clusters Score -1386756 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1389001.375000 Penalty: 4457.525879
	Iteration 1F: 3 clusters Score -1389001 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1389623.375000 Penalty: 4457.525879
	Iteration 2F: 3 clusters Score -1389623 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1390168.000000 Penalty: 4457.525879
	Iteration 3F: 3 clusters Score -1390168 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1390591.375000 Penalty: 4457.525879
	Iteration 4F: 3 clusters Score -1390591 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1390921.625000 Penalty: 4457.525879
	Iteration 5F: 3 clusters Score -1390922 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1391124.625000 Penalty: 4457.525879
	Iteration 6Q: 3 clusters Score -1391125 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1391240.000000 Penalty: 4457.525879
	Iteration 7Q: 3 clusters Score -1391240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1391303.750000 Penalty: 4457.525879
	Iteration 8Q: 3 clusters Score -1391304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1391342.625000 Penalty: 4457.525879
	Iteration 9Q: 3 clusters Score -1391343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1391376.250000 Penalty: 4457.525879
	Iteration 10Q: 3 clusters Score -1391376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1391402.000000 Penalty: 4457.525879
	Iteration 11Q: 3 clusters Score -1391402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1391419.000000 Penalty: 4457.525879
	Iteration 12Q: 3 clusters Score -1391419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1391434.000000 Penalty: 4457.525879
	Iteration 13Q: 3 clusters Score -1391434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1391451.625000 Penalty: 4457.525879
	Iteration 14Q: 3 clusters Score -1391452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1391463.625000 Penalty: 4457.525879
	Iteration 15Q: 3 clusters Score -1391464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1391474.250000 Penalty: 4457.525879
	Iteration 16Q: 3 clusters Score -1391474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1391488.125000 Penalty: 4457.525879
	Iteration 17Q: 3 clusters Score -1391488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1391499.375000 Penalty: 4457.525879
	Iteration 18Q: 3 clusters Score -1391499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1391508.750000 Penalty: 4457.525879
	Iteration 19Q: 3 clusters Score -1391509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1391516.125000 Penalty: 4457.525879
	Iteration 20F: 3 clusters Score -1391516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1391519.000000 Penalty: 4457.525879
	Iteration 21Q: 3 clusters Score -1391519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1391526.875000 Penalty: 4457.525879
	Iteration 22Q: 3 clusters Score -1391527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1391531.375000 Penalty: 4457.525879
	Iteration 23Q: 3 clusters Score -1391531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1391537.375000 Penalty: 4457.525879
	Iteration 24Q: 3 clusters Score -1391537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1391538.500000 Penalty: 4457.525879
	Iteration 25Q: 3 clusters Score -1391538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1391541.875000 Penalty: 4457.525879
	Iteration 26Q: 3 clusters Score -1391542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1391544.875000 Penalty: 4457.525879
	Iteration 27Q: 3 clusters Score -1391545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1391541.750000 Penalty: 4457.525879
	Iteration 28Q: 3 clusters Score -1391542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1391544.375000 Penalty: 4457.525879
	Iteration 29Q: 3 clusters Score -1391544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1391545.500000 Penalty: 4457.525879
	Iteration 30Q: 3 clusters Score -1391546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1391545.375000 Penalty: 4457.525879
	Iteration 31Q: 3 clusters Score -1391545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1391547.375000 Penalty: 4457.525879
	Iteration 32Q: 3 clusters Score -1391547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1391551.375000 Penalty: 4457.525879
	Iteration 33Q: 3 clusters Score -1391551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1391552.500000 Penalty: 4457.525879
	Iteration 34Q: 3 clusters Score -1391552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1391554.125000 Penalty: 4457.525879
	Iteration 35Q: 3 clusters Score -1391554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1391554.750000 Penalty: 4457.525879
	Iteration 36Q: 3 clusters Score -1391555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1391557.875000 Penalty: 4457.525879
	Iteration 37Q: 3 clusters Score -1391558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1391558.625000 Penalty: 4457.525879
	Iteration 38Q: 3 clusters Score -1391559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1391560.125000 Penalty: 4457.525879
	Iteration 39Q: 3 clusters Score -1391560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1391564.625000 Penalty: 4457.525879
	Iteration 40F: 3 clusters Score -1391565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1391564.000000 Penalty: 4457.525879
	Iteration 41Q: 3 clusters Score -1391564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1391562.250000 Penalty: 4457.525879
	Iteration 42Q: 3 clusters Score -1391562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1391562.250000 Penalty: 4457.525879
	Iteration 43F: 3 clusters Score -1391562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Entering Unmasked Estep 
Score: -1731789.500000 Penalty: 2294.081787
	Iteration 0F: 2 clusters Score -1731790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1723878.500000 Penalty: 4588.163574
	Iteration 0F: 3 clusters Score -1723878 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1726161.000000 Penalty: 4588.163574
	Iteration 1F: 3 clusters Score -1726161 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1726489.250000 Penalty: 4588.163574
	Iteration 2F: 3 clusters Score -1726489 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1726834.000000 Penalty: 4588.163574
	Iteration 3F: 3 clusters Score -1726834 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1727147.000000 Penalty: 4588.163574
	Iteration 4Q: 3 clusters Score -1727147 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1727480.375000 Penalty: 4588.163574
	Iteration 5F: 3 clusters Score -1727480 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1727821.875000 Penalty: 4588.163574
	Iteration 6F: 3 clusters Score -1727822 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1728119.875000 Penalty: 4588.163574
	Iteration 7Q: 3 clusters Score -1728120 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1728347.125000 Penalty: 4588.163574
	Iteration 8Q: 3 clusters Score -1728347 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1728490.750000 Penalty: 4588.163574
	Iteration 9Q: 3 clusters Score -1728491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1728572.375000 Penalty: 4588.163574
	Iteration 10Q: 3 clusters Score -1728572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1728626.000000 Penalty: 4588.163574
	Iteration 11Q: 3 clusters Score -1728626 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1728668.750000 Penalty: 4588.163574
	Iteration 12Q: 3 clusters Score -1728669 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1728713.750000 Penalty: 4588.163574
	Iteration 13Q: 3 clusters Score -1728714 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1728749.000000 Penalty: 4588.163574
	Iteration 14Q: 3 clusters Score -1728749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1728779.125000 Penalty: 4588.163574
	Iteration 15Q: 3 clusters Score -1728779 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1728808.875000 Penalty: 4588.163574
	Iteration 16Q: 3 clusters Score -1728809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1728834.250000 Penalty: 4588.163574
	Iteration 17Q: 3 clusters Score -1728834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1728865.000000 Penalty: 4588.163574
	Iteration 18Q: 3 clusters Score -1728865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1728886.750000 Penalty: 4588.163574
	Iteration 19Q: 3 clusters Score -1728887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1728900.875000 Penalty: 4588.163574
	Iteration 20F: 3 clusters Score -1728901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1728909.250000 Penalty: 4588.163574
	Iteration 21Q: 3 clusters Score -1728909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1728911.875000 Penalty: 4588.163574
	Iteration 22Q: 3 clusters Score -1728912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1728920.000000 Penalty: 4588.163574
	Iteration 23Q: 3 clusters Score -1728920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1728921.500000 Penalty: 4588.163574
	Iteration 24Q: 3 clusters Score -1728922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1728927.750000 Penalty: 4588.163574
	Iteration 25Q: 3 clusters Score -1728928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1728932.125000 Penalty: 4588.163574
	Iteration 26Q: 3 clusters Score -1728932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1728930.750000 Penalty: 4588.163574
	Iteration 27Q: 3 clusters Score -1728931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1728938.750000 Penalty: 4588.163574
	Iteration 28Q: 3 clusters Score -1728939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1728939.875000 Penalty: 4588.163574
	Iteration 29Q: 3 clusters Score -1728940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1728946.750000 Penalty: 4588.163574
	Iteration 30Q: 3 clusters Score -1728947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1728946.750000 Penalty: 4588.163574
	Iteration 31Q: 3 clusters Score -1728947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1728954.000000 Penalty: 4588.163574
	Iteration 32Q: 3 clusters Score -1728954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1728959.125000 Penalty: 4588.163574
	Iteration 33Q: 3 clusters Score -1728959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1728965.625000 Penalty: 4588.163574
	Iteration 34Q: 3 clusters Score -1728966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1728968.125000 Penalty: 4588.163574
	Iteration 35Q: 3 clusters Score -1728968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1728967.250000 Penalty: 4588.163574
	Iteration 36Q: 3 clusters Score -1728967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1728971.125000 Penalty: 4588.163574
	Iteration 37Q: 3 clusters Score -1728971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1728973.500000 Penalty: 4588.163574
	Iteration 38Q: 3 clusters Score -1728974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1728976.375000 Penalty: 4588.163574
	Iteration 39Q: 3 clusters Score -1728976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1728982.750000 Penalty: 4588.163574
	Iteration 40F: 3 clusters Score -1728983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1728984.375000 Penalty: 4588.163574
	Iteration 41Q: 3 clusters Score -1728984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1728983.500000 Penalty: 4588.163574
	Iteration 42Q: 3 clusters Score -1728984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1728986.125000 Penalty: 4588.163574
	Iteration 43Q: 3 clusters Score -1728986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1728989.500000 Penalty: 4588.163574
	Iteration 44Q: 3 clusters Score -1728990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1728992.125000 Penalty: 4588.163574
	Iteration 45Q: 3 clusters Score -1728992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1728992.375000 Penalty: 4588.163574
	Iteration 46Q: 3 clusters Score -1728992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1728987.000000 Penalty: 4588.163574
	Iteration 47Q: 3 clusters Score -1728987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1728989.875000 Penalty: 4588.163574
	Iteration 48Q: 3 clusters Score -1728990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1728994.625000 Penalty: 4588.163574
	Iteration 49Q: 3 clusters Score -1728995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1728993.250000 Penalty: 4588.163574
	Iteration 50Q: 3 clusters Score -1728993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1728994.375000 Penalty: 4588.163574
	Iteration 51Q: 3 clusters Score -1728994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1728997.375000 Penalty: 4588.163574
	Iteration 52Q: 3 clusters Score -1728997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1729004.000000 Penalty: 4588.163574
	Iteration 53Q: 3 clusters Score -1729004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1729001.625000 Penalty: 4588.163574
	Iteration 54Q: 3 clusters Score -1729002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1729008.000000 Penalty: 4588.163574
	Iteration 55Q: 3 clusters Score -1729008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1729013.000000 Penalty: 4588.163574
	Iteration 56Q: 3 clusters Score -1729013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1729017.750000 Penalty: 4588.163574
	Iteration 57Q: 3 clusters Score -1729018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1729017.875000 Penalty: 4588.163574
	Iteration 58Q: 3 clusters Score -1729018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1729018.875000 Penalty: 4588.163574
	Iteration 59Q: 3 clusters Score -1729019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1729022.000000 Penalty: 4588.163574
	Iteration 60F: 3 clusters Score -1729022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1729026.125000 Penalty: 4588.163574
	Iteration 61Q: 3 clusters Score -1729026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1729029.375000 Penalty: 4588.163574
	Iteration 62Q: 3 clusters Score -1729029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1729029.375000 Penalty: 4588.163574
	Iteration 63Q: 3 clusters Score -1729029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1729032.875000 Penalty: 4588.163574
	Iteration 64Q: 3 clusters Score -1729033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1729039.125000 Penalty: 4588.163574
	Iteration 65Q: 3 clusters Score -1729039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1729040.625000 Penalty: 4588.163574
	Iteration 66Q: 3 clusters Score -1729041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1729045.125000 Penalty: 4588.163574
	Iteration 67Q: 3 clusters Score -1729045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1729048.375000 Penalty: 4588.163574
	Iteration 68Q: 3 clusters Score -1729048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1729053.000000 Penalty: 4588.163574
	Iteration 69Q: 3 clusters Score -1729053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1729055.500000 Penalty: 4588.163574
	Iteration 70Q: 3 clusters Score -1729056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1729054.500000 Penalty: 4588.163574
	Iteration 71Q: 3 clusters Score -1729054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1729057.000000 Penalty: 4588.163574
	Iteration 72Q: 3 clusters Score -1729057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1729058.750000 Penalty: 4588.163574
	Iteration 73Q: 3 clusters Score -1729059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1729060.375000 Penalty: 4588.163574
	Iteration 74Q: 3 clusters Score -1729060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1729066.125000 Penalty: 4588.163574
	Iteration 75Q: 3 clusters Score -1729066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1729065.625000 Penalty: 4588.163574
	Iteration 76Q: 3 clusters Score -1729066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1729070.375000 Penalty: 4588.163574
	Iteration 77Q: 3 clusters Score -1729070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1729072.750000 Penalty: 4588.163574
	Iteration 78Q: 3 clusters Score -1729073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1729072.500000 Penalty: 4588.163574
	Iteration 79Q: 3 clusters Score -1729072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1729081.125000 Penalty: 4588.163574
	Iteration 80F: 3 clusters Score -1729081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1729090.625000 Penalty: 4588.163574
	Iteration 81Q: 3 clusters Score -1729091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1729091.625000 Penalty: 4588.163574
	Iteration 82Q: 3 clusters Score -1729092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1729095.375000 Penalty: 4588.163574
	Iteration 83Q: 3 clusters Score -1729095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1729097.125000 Penalty: 4588.163574
	Iteration 84Q: 3 clusters Score -1729097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1729107.125000 Penalty: 4588.163574
	Iteration 85Q: 3 clusters Score -1729107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1729111.875000 Penalty: 4588.163574
	Iteration 86Q: 3 clusters Score -1729112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1729117.625000 Penalty: 4588.163574
	Iteration 87Q: 3 clusters Score -1729118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1729127.875000 Penalty: 4588.163574
	Iteration 88Q: 3 clusters Score -1729128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1729148.625000 Penalty: 4588.163574
	Iteration 89Q: 3 clusters Score -1729149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1729161.500000 Penalty: 4588.163574
	Iteration 90Q: 3 clusters Score -1729162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1729175.875000 Penalty: 4588.163574
	Iteration 91Q: 3 clusters Score -1729176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1729195.500000 Penalty: 4588.163574
	Iteration 92Q: 3 clusters Score -1729196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1729214.625000 Penalty: 4588.163574
	Iteration 93Q: 3 clusters Score -1729215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1729236.500000 Penalty: 4588.163574
	Iteration 94Q: 3 clusters Score -1729236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1729253.750000 Penalty: 4588.163574
	Iteration 95Q: 3 clusters Score -1729254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1729284.375000 Penalty: 4588.163574
	Iteration 96Q: 3 clusters Score -1729284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1729320.125000 Penalty: 4588.163574
	Iteration 97Q: 3 clusters Score -1729320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1729362.000000 Penalty: 4588.163574
	Iteration 98Q: 3 clusters Score -1729362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1729409.125000 Penalty: 4588.163574
	Iteration 99Q: 3 clusters Score -1729409 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1729463.000000 Penalty: 4588.163574
	Iteration 100F: 3 clusters Score -1729463 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1729525.625000 Penalty: 4588.163574
	Iteration 101Q: 3 clusters Score -1729526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1729592.125000 Penalty: 4588.163574
	Iteration 102Q: 3 clusters Score -1729592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1729654.250000 Penalty: 4588.163574
	Iteration 103Q: 3 clusters Score -1729654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1729711.125000 Penalty: 4588.163574
	Iteration 104Q: 3 clusters Score -1729711 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1729773.625000 Penalty: 4588.163574
	Iteration 105Q: 3 clusters Score -1729774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1729842.875000 Penalty: 4588.163574
	Iteration 106Q: 3 clusters Score -1729843 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1729898.000000 Penalty: 4588.163574
	Iteration 107Q: 3 clusters Score -1729898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1729962.375000 Penalty: 4588.163574
	Iteration 108Q: 3 clusters Score -1729962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1730013.500000 Penalty: 4588.163574
	Iteration 109Q: 3 clusters Score -1730014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1730087.375000 Penalty: 4588.163574
	Iteration 110Q: 3 clusters Score -1730087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1730157.500000 Penalty: 4588.163574
	Iteration 111Q: 3 clusters Score -1730158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1730236.000000 Penalty: 4588.163574
	Iteration 112Q: 3 clusters Score -1730236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1730336.250000 Penalty: 4588.163574
	Iteration 113Q: 3 clusters Score -1730336 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1730409.000000 Penalty: 4588.163574
	Iteration 114Q: 3 clusters Score -1730409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1730463.250000 Penalty: 4588.163574
	Iteration 115Q: 3 clusters Score -1730463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1730512.625000 Penalty: 4588.163574
	Iteration 116Q: 3 clusters Score -1730513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1730550.125000 Penalty: 4588.163574
	Iteration 117Q: 3 clusters Score -1730550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1730574.000000 Penalty: 4588.163574
	Iteration 118Q: 3 clusters Score -1730574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1730594.750000 Penalty: 4588.163574
	Iteration 119Q: 3 clusters Score -1730595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1730611.750000 Penalty: 4588.163574
	Iteration 120F: 3 clusters Score -1730612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1730623.500000 Penalty: 4588.163574
	Iteration 121Q: 3 clusters Score -1730624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1730632.000000 Penalty: 4588.163574
	Iteration 122Q: 3 clusters Score -1730632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1730642.250000 Penalty: 4588.163574
	Iteration 123Q: 3 clusters Score -1730642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1730643.250000 Penalty: 4588.163574
	Iteration 124Q: 3 clusters Score -1730643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1730643.500000 Penalty: 4588.163574
	Iteration 125Q: 3 clusters Score -1730644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1730649.750000 Penalty: 4588.163574
	Iteration 126Q: 3 clusters Score -1730650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1730651.750000 Penalty: 4588.163574
	Iteration 127Q: 3 clusters Score -1730652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1730652.875000 Penalty: 4588.163574
	Iteration 128Q: 3 clusters Score -1730653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1730657.875000 Penalty: 4588.163574
	Iteration 129Q: 3 clusters Score -1730658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1730657.875000 Penalty: 4588.163574
	Iteration 130Q: 3 clusters Score -1730658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1730659.750000 Penalty: 4588.163574
	Iteration 131Q: 3 clusters Score -1730660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1730660.750000 Penalty: 4588.163574
	Iteration 132Q: 3 clusters Score -1730661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1730660.750000 Penalty: 4588.163574
	Iteration 133F: 3 clusters Score -1730661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 460 members 
Entering Unmasked Estep 
Score: -131383.359375 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131383.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131957.625000 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131957.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132243.718750 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132243.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -132458.109375 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132458.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -132650.843750 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -132650.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132814.734375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132814.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132903.468750 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132903.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133011.437500 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -133011.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133185.765625 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -133185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133355.203125 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133411.750000 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -133442.687500 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133472.218750 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133497.500000 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133551.453125 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133551.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133605.515625 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -133605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133663.203125 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133688.812500 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -133688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133688.812500 Penalty: 3346.220459
	Iteration 18F: 3 clusters Score -133688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 368 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 483 members 
Entering Unmasked Estep 
Score: -117279136.000000 Penalty: 203298.921875
Splitting cluster 36 changes total score from -117280016.000000 to -117279136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -1248419.500000 Penalty: 2199.924316
	Iteration 0F: 2 clusters Score -1248420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1242578.875000 Penalty: 4399.848633
	Iteration 0F: 3 clusters Score -1242579 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1244296.750000 Penalty: 4399.848633
	Iteration 1F: 3 clusters Score -1244297 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1244907.500000 Penalty: 4399.848633
	Iteration 2F: 3 clusters Score -1244908 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1245532.000000 Penalty: 4399.848633
	Iteration 3F: 3 clusters Score -1245532 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1246089.750000 Penalty: 4399.848633
	Iteration 4F: 3 clusters Score -1246090 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1246500.875000 Penalty: 4399.848633
	Iteration 5F: 3 clusters Score -1246501 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1246769.875000 Penalty: 4399.848633
	Iteration 6F: 3 clusters Score -1246770 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1246923.625000 Penalty: 4399.848633
	Iteration 7Q: 3 clusters Score -1246924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1247039.750000 Penalty: 4399.848633
	Iteration 8Q: 3 clusters Score -1247040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1247142.250000 Penalty: 4399.848633
	Iteration 9Q: 3 clusters Score -1247142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1247241.625000 Penalty: 4399.848633
	Iteration 10Q: 3 clusters Score -1247242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1247317.250000 Penalty: 4399.848633
	Iteration 11Q: 3 clusters Score -1247317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1247381.125000 Penalty: 4399.848633
	Iteration 12Q: 3 clusters Score -1247381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1247428.500000 Penalty: 4399.848633
	Iteration 13Q: 3 clusters Score -1247428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1247456.375000 Penalty: 4399.848633
	Iteration 14Q: 3 clusters Score -1247456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1247472.125000 Penalty: 4399.848633
	Iteration 15Q: 3 clusters Score -1247472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1247487.625000 Penalty: 4399.848633
	Iteration 16Q: 3 clusters Score -1247488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1247493.250000 Penalty: 4399.848633
	Iteration 17Q: 3 clusters Score -1247493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1247499.625000 Penalty: 4399.848633
	Iteration 18Q: 3 clusters Score -1247500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1247501.750000 Penalty: 4399.848633
	Iteration 19Q: 3 clusters Score -1247502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1247504.250000 Penalty: 4399.848633
	Iteration 20F: 3 clusters Score -1247504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1247509.250000 Penalty: 4399.848633
	Iteration 21Q: 3 clusters Score -1247509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1247507.625000 Penalty: 4399.848633
	Iteration 22Q: 3 clusters Score -1247508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1247509.250000 Penalty: 4399.848633
	Iteration 23Q: 3 clusters Score -1247509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1247510.125000 Penalty: 4399.848633
	Iteration 24Q: 3 clusters Score -1247510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1247512.250000 Penalty: 4399.848633
	Iteration 25Q: 3 clusters Score -1247512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1247511.250000 Penalty: 4399.848633
	Iteration 26Q: 3 clusters Score -1247511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1247516.125000 Penalty: 4399.848633
	Iteration 27Q: 3 clusters Score -1247516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1247516.625000 Penalty: 4399.848633
	Iteration 28Q: 3 clusters Score -1247517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1247517.000000 Penalty: 4399.848633
	Iteration 29Q: 3 clusters Score -1247517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1247516.875000 Penalty: 4399.848633
	Iteration 30Q: 3 clusters Score -1247517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1247518.500000 Penalty: 4399.848633
	Iteration 31Q: 3 clusters Score -1247518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1247520.875000 Penalty: 4399.848633
	Iteration 32Q: 3 clusters Score -1247521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1247520.875000 Penalty: 4399.848633
	Iteration 33F: 3 clusters Score -1247521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Entering Unmasked Estep 
Score: -6060305.000000 Penalty: 2587.682617
	Iteration 0F: 2 clusters Score -6060305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -6037262.500000 Penalty: 5175.365234
	Iteration 0F: 3 clusters Score -6037262 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6046146.500000 Penalty: 5175.365234
	Iteration 1F: 3 clusters Score -6046146 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -6047144.000000 Penalty: 5175.365234
	Iteration 2F: 3 clusters Score -6047144 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -6048307.000000 Penalty: 5175.365234
	Iteration 3F: 3 clusters Score -6048307 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6049732.500000 Penalty: 5175.365234
	Iteration 4F: 3 clusters Score -6049732 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -6051234.000000 Penalty: 5175.365234
	Iteration 5F: 3 clusters Score -6051234 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6052503.500000 Penalty: 5175.365234
	Iteration 6F: 3 clusters Score -6052504 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6053518.500000 Penalty: 5175.365234
	Iteration 7F: 3 clusters Score -6053518 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -6054394.500000 Penalty: 5175.365234
	Iteration 8Q: 3 clusters Score -6054394 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6055092.500000 Penalty: 5175.365234
	Iteration 9Q: 3 clusters Score -6055092 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -6055664.000000 Penalty: 5175.365234
	Iteration 10Q: 3 clusters Score -6055664 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -6056069.000000 Penalty: 5175.365234
	Iteration 11Q: 3 clusters Score -6056069 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -6056364.000000 Penalty: 5175.365234
	Iteration 12Q: 3 clusters Score -6056364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6056564.500000 Penalty: 5175.365234
	Iteration 13Q: 3 clusters Score -6056564 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6056719.000000 Penalty: 5175.365234
	Iteration 14Q: 3 clusters Score -6056719 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6056845.500000 Penalty: 5175.365234
	Iteration 15Q: 3 clusters Score -6056846 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -6056967.500000 Penalty: 5175.365234
	Iteration 16Q: 3 clusters Score -6056968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -6057093.500000 Penalty: 5175.365234
	Iteration 17Q: 3 clusters Score -6057094 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6057212.000000 Penalty: 5175.365234
	Iteration 18Q: 3 clusters Score -6057212 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6057315.500000 Penalty: 5175.365234
	Iteration 19Q: 3 clusters Score -6057316 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6057377.000000 Penalty: 5175.365234
	Iteration 20F: 3 clusters Score -6057377 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6057446.000000 Penalty: 5175.365234
	Iteration 21Q: 3 clusters Score -6057446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -6057508.000000 Penalty: 5175.365234
	Iteration 22Q: 3 clusters Score -6057508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -6057560.500000 Penalty: 5175.365234
	Iteration 23Q: 3 clusters Score -6057560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6057634.500000 Penalty: 5175.365234
	Iteration 24Q: 3 clusters Score -6057634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6057693.000000 Penalty: 5175.365234
	Iteration 25Q: 3 clusters Score -6057693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6057743.500000 Penalty: 5175.365234
	Iteration 26Q: 3 clusters Score -6057744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -6057798.000000 Penalty: 5175.365234
	Iteration 27Q: 3 clusters Score -6057798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -6057840.000000 Penalty: 5175.365234
	Iteration 28Q: 3 clusters Score -6057840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -6057868.500000 Penalty: 5175.365234
	Iteration 29Q: 3 clusters Score -6057868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6057905.000000 Penalty: 5175.365234
	Iteration 30Q: 3 clusters Score -6057905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6057950.000000 Penalty: 5175.365234
	Iteration 31Q: 3 clusters Score -6057950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -6057987.000000 Penalty: 5175.365234
	Iteration 32Q: 3 clusters Score -6057987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -6057992.500000 Penalty: 5175.365234
	Iteration 33Q: 3 clusters Score -6057992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -6058005.000000 Penalty: 5175.365234
	Iteration 34Q: 3 clusters Score -6058005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6058016.000000 Penalty: 5175.365234
	Iteration 35Q: 3 clusters Score -6058016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -6058005.500000 Penalty: 5175.365234
	Iteration 36Q: 3 clusters Score -6058006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -6058009.500000 Penalty: 5175.365234
	Iteration 37Q: 3 clusters Score -6058010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6058009.500000 Penalty: 5175.365234
	Iteration 38Q: 3 clusters Score -6058010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -6058022.500000 Penalty: 5175.365234
	Iteration 39Q: 3 clusters Score -6058022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -6058022.000000 Penalty: 5175.365234
	Iteration 40F: 3 clusters Score -6058022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -6058016.500000 Penalty: 5175.365234
	Iteration 41Q: 3 clusters Score -6058016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6058025.500000 Penalty: 5175.365234
	Iteration 42Q: 3 clusters Score -6058026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6058030.500000 Penalty: 5175.365234
	Iteration 43Q: 3 clusters Score -6058030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6058044.000000 Penalty: 5175.365234
	Iteration 44Q: 3 clusters Score -6058044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -6058060.000000 Penalty: 5175.365234
	Iteration 45Q: 3 clusters Score -6058060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6058059.000000 Penalty: 5175.365234
	Iteration 46Q: 3 clusters Score -6058059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6058068.000000 Penalty: 5175.365234
	Iteration 47Q: 3 clusters Score -6058068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6058062.000000 Penalty: 5175.365234
	Iteration 48Q: 3 clusters Score -6058062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -6058070.500000 Penalty: 5175.365234
	Iteration 49Q: 3 clusters Score -6058070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6058066.500000 Penalty: 5175.365234
	Iteration 50Q: 3 clusters Score -6058066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -6058073.500000 Penalty: 5175.365234
	Iteration 51Q: 3 clusters Score -6058074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -6058074.500000 Penalty: 5175.365234
	Iteration 52Q: 3 clusters Score -6058074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -6058072.000000 Penalty: 5175.365234
	Iteration 53Q: 3 clusters Score -6058072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6058068.000000 Penalty: 5175.365234
	Iteration 54Q: 3 clusters Score -6058068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -6058080.000000 Penalty: 5175.365234
	Iteration 55Q: 3 clusters Score -6058080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6058065.500000 Penalty: 5175.365234
	Iteration 56Q: 3 clusters Score -6058066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6058067.500000 Penalty: 5175.365234
	Iteration 57Q: 3 clusters Score -6058068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -6058063.500000 Penalty: 5175.365234
	Iteration 58Q: 3 clusters Score -6058064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -6058070.000000 Penalty: 5175.365234
	Iteration 59Q: 3 clusters Score -6058070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -6058074.000000 Penalty: 5175.365234
	Iteration 60F: 3 clusters Score -6058074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6058073.000000 Penalty: 5175.365234
	Iteration 61Q: 3 clusters Score -6058073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6058072.000000 Penalty: 5175.365234
	Iteration 62Q: 3 clusters Score -6058072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6058077.500000 Penalty: 5175.365234
	Iteration 63Q: 3 clusters Score -6058078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6058077.500000 Penalty: 5175.365234
	Iteration 64F: 3 clusters Score -6058078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -542617.562500 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -542617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -539339.500000 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -539339.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -540198.562500 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -540198.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -540815.937500 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -540815.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -541507.875000 Penalty: 3993.148682
	Iteration 3F: 3 clusters Score -541507.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -541997.687500 Penalty: 3993.148682
	Iteration 4F: 3 clusters Score -541997.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -542216.937500 Penalty: 3993.148682
	Iteration 5F: 3 clusters Score -542216.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -542318.687500 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -542318.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -542365.250000 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -542365.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -542378.187500 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -542378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -542386.062500 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -542386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -542389.875000 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -542389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -542392.312500 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -542392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -542392.500000 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -542392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -542394.062500 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -542394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -542393.750000 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -542393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -542393.750000 Penalty: 3993.148682
	Iteration 15F: 3 clusters Score -542393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Entering Unmasked Estep 
Score: -5171662.000000 Penalty: 2551.314453
	Iteration 0F: 2 clusters Score -5171662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -5151312.500000 Penalty: 5102.628906
	Iteration 0F: 3 clusters Score -5151312 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5158786.500000 Penalty: 5102.628906
	Iteration 1F: 3 clusters Score -5158786 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -5159258.500000 Penalty: 5102.628906
	Iteration 2Q: 3 clusters Score -5159258 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5159743.000000 Penalty: 5102.628906
	Iteration 3Q: 3 clusters Score -5159743 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5160252.500000 Penalty: 5102.628906
	Iteration 4Q: 3 clusters Score -5160252 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5160855.000000 Penalty: 5102.628906
	Iteration 5Q: 3 clusters Score -5160855 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -5161501.500000 Penalty: 5102.628906
	Iteration 6Q: 3 clusters Score -5161502 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5162325.500000 Penalty: 5102.628906
	Iteration 7Q: 3 clusters Score -5162326 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5163234.000000 Penalty: 5102.628906
	Iteration 8Q: 3 clusters Score -5163234 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -5164185.500000 Penalty: 5102.628906
	Iteration 9Q: 3 clusters Score -5164186 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -5165148.500000 Penalty: 5102.628906
	Iteration 10Q: 3 clusters Score -5165148 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -5165986.500000 Penalty: 5102.628906
	Iteration 11Q: 3 clusters Score -5165986 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5166629.500000 Penalty: 5102.628906
	Iteration 12Q: 3 clusters Score -5166630 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5167202.500000 Penalty: 5102.628906
	Iteration 13Q: 3 clusters Score -5167202 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5167625.000000 Penalty: 5102.628906
	Iteration 14Q: 3 clusters Score -5167625 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5167956.500000 Penalty: 5102.628906
	Iteration 15Q: 3 clusters Score -5167956 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5168222.500000 Penalty: 5102.628906
	Iteration 16Q: 3 clusters Score -5168222 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5168467.500000 Penalty: 5102.628906
	Iteration 17Q: 3 clusters Score -5168468 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5168625.000000 Penalty: 5102.628906
	Iteration 18Q: 3 clusters Score -5168625 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5168744.000000 Penalty: 5102.628906
	Iteration 19Q: 3 clusters Score -5168744 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5168837.500000 Penalty: 5102.628906
	Iteration 20F: 3 clusters Score -5168838 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5168958.000000 Penalty: 5102.628906
	Iteration 21Q: 3 clusters Score -5168958 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5169034.500000 Penalty: 5102.628906
	Iteration 22Q: 3 clusters Score -5169034 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5169101.500000 Penalty: 5102.628906
	Iteration 23Q: 3 clusters Score -5169102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5169193.000000 Penalty: 5102.628906
	Iteration 24Q: 3 clusters Score -5169193 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5169269.500000 Penalty: 5102.628906
	Iteration 25Q: 3 clusters Score -5169270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5169348.000000 Penalty: 5102.628906
	Iteration 26Q: 3 clusters Score -5169348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5169395.500000 Penalty: 5102.628906
	Iteration 27Q: 3 clusters Score -5169396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5169430.000000 Penalty: 5102.628906
	Iteration 28Q: 3 clusters Score -5169430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5169465.500000 Penalty: 5102.628906
	Iteration 29Q: 3 clusters Score -5169466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5169488.500000 Penalty: 5102.628906
	Iteration 30Q: 3 clusters Score -5169488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5169494.500000 Penalty: 5102.628906
	Iteration 31Q: 3 clusters Score -5169494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5169510.000000 Penalty: 5102.628906
	Iteration 32Q: 3 clusters Score -5169510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5169523.000000 Penalty: 5102.628906
	Iteration 33Q: 3 clusters Score -5169523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5169542.000000 Penalty: 5102.628906
	Iteration 34Q: 3 clusters Score -5169542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5169557.500000 Penalty: 5102.628906
	Iteration 35Q: 3 clusters Score -5169558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5169568.500000 Penalty: 5102.628906
	Iteration 36Q: 3 clusters Score -5169568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5169573.500000 Penalty: 5102.628906
	Iteration 37Q: 3 clusters Score -5169574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5169579.000000 Penalty: 5102.628906
	Iteration 38Q: 3 clusters Score -5169579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5169596.500000 Penalty: 5102.628906
	Iteration 39Q: 3 clusters Score -5169596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5169596.000000 Penalty: 5102.628906
	Iteration 40F: 3 clusters Score -5169596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5169603.000000 Penalty: 5102.628906
	Iteration 41Q: 3 clusters Score -5169603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5169610.000000 Penalty: 5102.628906
	Iteration 42Q: 3 clusters Score -5169610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5169604.000000 Penalty: 5102.628906
	Iteration 43Q: 3 clusters Score -5169604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5169607.500000 Penalty: 5102.628906
	Iteration 44Q: 3 clusters Score -5169608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5169614.500000 Penalty: 5102.628906
	Iteration 45Q: 3 clusters Score -5169614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5169613.000000 Penalty: 5102.628906
	Iteration 46Q: 3 clusters Score -5169613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5169621.500000 Penalty: 5102.628906
	Iteration 47Q: 3 clusters Score -5169622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5169629.000000 Penalty: 5102.628906
	Iteration 48Q: 3 clusters Score -5169629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5169627.500000 Penalty: 5102.628906
	Iteration 49Q: 3 clusters Score -5169628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5169630.000000 Penalty: 5102.628906
	Iteration 50Q: 3 clusters Score -5169630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5169631.500000 Penalty: 5102.628906
	Iteration 51Q: 3 clusters Score -5169632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5169627.000000 Penalty: 5102.628906
	Iteration 52Q: 3 clusters Score -5169627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5169627.000000 Penalty: 5102.628906
	Iteration 53F: 3 clusters Score -5169627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -1049928.750000 Penalty: 2175.261475
	Iteration 0F: 2 clusters Score -1049929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1044517.562500 Penalty: 4350.522949
	Iteration 0F: 3 clusters Score -1044518 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1046218.437500 Penalty: 4350.522949
	Iteration 1F: 3 clusters Score -1046218 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1046781.062500 Penalty: 4350.522949
	Iteration 2F: 3 clusters Score -1046781 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1047252.312500 Penalty: 4350.522949
	Iteration 3F: 3 clusters Score -1047252 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1047673.937500 Penalty: 4350.522949
	Iteration 4F: 3 clusters Score -1047674 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1048067.375000 Penalty: 4350.522949
	Iteration 5F: 3 clusters Score -1048067 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1048375.187500 Penalty: 4350.522949
	Iteration 6F: 3 clusters Score -1048375 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1048606.125000 Penalty: 4350.522949
	Iteration 7Q: 3 clusters Score -1048606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1048765.875000 Penalty: 4350.522949
	Iteration 8Q: 3 clusters Score -1048766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1048857.500000 Penalty: 4350.522949
	Iteration 9Q: 3 clusters Score -1048858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1048922.250000 Penalty: 4350.522949
	Iteration 10Q: 3 clusters Score -1048922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1048964.500000 Penalty: 4350.522949
	Iteration 11Q: 3 clusters Score -1048964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1048993.125000 Penalty: 4350.522949
	Iteration 12Q: 3 clusters Score -1048993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1049011.500000 Penalty: 4350.522949
	Iteration 13Q: 3 clusters Score -1049012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1049023.125000 Penalty: 4350.522949
	Iteration 14Q: 3 clusters Score -1049023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1049033.750000 Penalty: 4350.522949
	Iteration 15Q: 3 clusters Score -1049034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1049043.750000 Penalty: 4350.522949
	Iteration 16Q: 3 clusters Score -1049044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1049048.875000 Penalty: 4350.522949
	Iteration 17Q: 3 clusters Score -1049049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1049051.625000 Penalty: 4350.522949
	Iteration 18Q: 3 clusters Score -1049052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049054.625000 Penalty: 4350.522949
	Iteration 19Q: 3 clusters Score -1049055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049054.875000 Penalty: 4350.522949
	Iteration 20F: 3 clusters Score -1049055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1049055.750000 Penalty: 4350.522949
	Iteration 21Q: 3 clusters Score -1049056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1049057.125000 Penalty: 4350.522949
	Iteration 22Q: 3 clusters Score -1049057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1049057.125000 Penalty: 4350.522949
	Iteration 23F: 3 clusters Score -1049057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Entering Unmasked Estep 
Score: -1346451.875000 Penalty: 2222.068604
	Iteration 0F: 2 clusters Score -1346452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1340197.500000 Penalty: 4444.137207
	Iteration 0F: 3 clusters Score -1340198 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1342010.250000 Penalty: 4444.137207
	Iteration 1F: 3 clusters Score -1342010 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1342435.875000 Penalty: 4444.137207
	Iteration 2F: 3 clusters Score -1342436 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1342935.875000 Penalty: 4444.137207
	Iteration 3F: 3 clusters Score -1342936 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1343538.500000 Penalty: 4444.137207
	Iteration 4F: 3 clusters Score -1343538 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1344110.250000 Penalty: 4444.137207
	Iteration 5F: 3 clusters Score -1344110 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1344519.000000 Penalty: 4444.137207
	Iteration 6F: 3 clusters Score -1344519 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1344806.250000 Penalty: 4444.137207
	Iteration 7F: 3 clusters Score -1344806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1344952.250000 Penalty: 4444.137207
	Iteration 8Q: 3 clusters Score -1344952 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1345032.875000 Penalty: 4444.137207
	Iteration 9Q: 3 clusters Score -1345033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1345071.625000 Penalty: 4444.137207
	Iteration 10Q: 3 clusters Score -1345072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1345100.875000 Penalty: 4444.137207
	Iteration 11Q: 3 clusters Score -1345101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1345122.750000 Penalty: 4444.137207
	Iteration 12Q: 3 clusters Score -1345123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1345144.750000 Penalty: 4444.137207
	Iteration 13Q: 3 clusters Score -1345145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1345159.500000 Penalty: 4444.137207
	Iteration 14Q: 3 clusters Score -1345160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1345172.000000 Penalty: 4444.137207
	Iteration 15Q: 3 clusters Score -1345172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1345184.750000 Penalty: 4444.137207
	Iteration 16Q: 3 clusters Score -1345185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1345190.750000 Penalty: 4444.137207
	Iteration 17Q: 3 clusters Score -1345191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1345205.250000 Penalty: 4444.137207
	Iteration 18Q: 3 clusters Score -1345205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1345209.375000 Penalty: 4444.137207
	Iteration 19Q: 3 clusters Score -1345209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1345223.375000 Penalty: 4444.137207
	Iteration 20F: 3 clusters Score -1345223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1345223.375000 Penalty: 4444.137207
	Iteration 21Q: 3 clusters Score -1345223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1345229.750000 Penalty: 4444.137207
	Iteration 22Q: 3 clusters Score -1345230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1345231.875000 Penalty: 4444.137207
	Iteration 23Q: 3 clusters Score -1345232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1345235.500000 Penalty: 4444.137207
	Iteration 24Q: 3 clusters Score -1345236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1345238.000000 Penalty: 4444.137207
	Iteration 25Q: 3 clusters Score -1345238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1345239.625000 Penalty: 4444.137207
	Iteration 26Q: 3 clusters Score -1345240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1345245.750000 Penalty: 4444.137207
	Iteration 27Q: 3 clusters Score -1345246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1345246.000000 Penalty: 4444.137207
	Iteration 28Q: 3 clusters Score -1345246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1345245.375000 Penalty: 4444.137207
	Iteration 29Q: 3 clusters Score -1345245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1345245.375000 Penalty: 4444.137207
	Iteration 30F: 3 clusters Score -1345245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Entering Unmasked Estep 
Score: -2497195.250000 Penalty: 2381.072266
	Iteration 0F: 2 clusters Score -2497195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2486536.000000 Penalty: 4762.144531
	Iteration 0F: 3 clusters Score -2486536 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2490446.000000 Penalty: 4762.144531
	Iteration 1F: 3 clusters Score -2490446 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2491521.000000 Penalty: 4762.144531
	Iteration 2F: 3 clusters Score -2491521 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2492638.750000 Penalty: 4762.144531
	Iteration 3F: 3 clusters Score -2492639 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2493553.500000 Penalty: 4762.144531
	Iteration 4F: 3 clusters Score -2493554 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2494192.750000 Penalty: 4762.144531
	Iteration 5F: 3 clusters Score -2494193 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2494658.500000 Penalty: 4762.144531
	Iteration 6F: 3 clusters Score -2494658 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2494991.000000 Penalty: 4762.144531
	Iteration 7Q: 3 clusters Score -2494991 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2495228.750000 Penalty: 4762.144531
	Iteration 8Q: 3 clusters Score -2495229 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2495395.500000 Penalty: 4762.144531
	Iteration 9Q: 3 clusters Score -2495396 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2495514.500000 Penalty: 4762.144531
	Iteration 10Q: 3 clusters Score -2495514 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2495599.500000 Penalty: 4762.144531
	Iteration 11Q: 3 clusters Score -2495600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2495679.000000 Penalty: 4762.144531
	Iteration 12Q: 3 clusters Score -2495679 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2495733.750000 Penalty: 4762.144531
	Iteration 13Q: 3 clusters Score -2495734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2495780.750000 Penalty: 4762.144531
	Iteration 14Q: 3 clusters Score -2495781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2495817.250000 Penalty: 4762.144531
	Iteration 15Q: 3 clusters Score -2495817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2495868.000000 Penalty: 4762.144531
	Iteration 16Q: 3 clusters Score -2495868 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2495915.750000 Penalty: 4762.144531
	Iteration 17Q: 3 clusters Score -2495916 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2495964.250000 Penalty: 4762.144531
	Iteration 18Q: 3 clusters Score -2495964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2495999.000000 Penalty: 4762.144531
	Iteration 19Q: 3 clusters Score -2495999 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2496041.500000 Penalty: 4762.144531
	Iteration 20F: 3 clusters Score -2496042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2496079.000000 Penalty: 4762.144531
	Iteration 21Q: 3 clusters Score -2496079 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2496119.250000 Penalty: 4762.144531
	Iteration 22Q: 3 clusters Score -2496119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2496160.000000 Penalty: 4762.144531
	Iteration 23Q: 3 clusters Score -2496160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2496220.750000 Penalty: 4762.144531
	Iteration 24Q: 3 clusters Score -2496221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2496297.000000 Penalty: 4762.144531
	Iteration 25Q: 3 clusters Score -2496297 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2496382.000000 Penalty: 4762.144531
	Iteration 26Q: 3 clusters Score -2496382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2496479.250000 Penalty: 4762.144531
	Iteration 27Q: 3 clusters Score -2496479 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2496569.000000 Penalty: 4762.144531
	Iteration 28Q: 3 clusters Score -2496569 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2496625.000000 Penalty: 4762.144531
	Iteration 29Q: 3 clusters Score -2496625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2496670.000000 Penalty: 4762.144531
	Iteration 30Q: 3 clusters Score -2496670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2496700.000000 Penalty: 4762.144531
	Iteration 31Q: 3 clusters Score -2496700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2496712.250000 Penalty: 4762.144531
	Iteration 32Q: 3 clusters Score -2496712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2496722.000000 Penalty: 4762.144531
	Iteration 33Q: 3 clusters Score -2496722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2496733.000000 Penalty: 4762.144531
	Iteration 34Q: 3 clusters Score -2496733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2496736.250000 Penalty: 4762.144531
	Iteration 35Q: 3 clusters Score -2496736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2496740.500000 Penalty: 4762.144531
	Iteration 36Q: 3 clusters Score -2496740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2496747.250000 Penalty: 4762.144531
	Iteration 37Q: 3 clusters Score -2496747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2496746.750000 Penalty: 4762.144531
	Iteration 38Q: 3 clusters Score -2496747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2496747.250000 Penalty: 4762.144531
	Iteration 39Q: 3 clusters Score -2496747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2496748.250000 Penalty: 4762.144531
	Iteration 40F: 3 clusters Score -2496748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2496748.250000 Penalty: 4762.144531
	Iteration 41Q: 3 clusters Score -2496748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2496746.250000 Penalty: 4762.144531
	Iteration 42Q: 3 clusters Score -2496746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2496746.750000 Penalty: 4762.144531
	Iteration 43Q: 3 clusters Score -2496747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2496749.000000 Penalty: 4762.144531
	Iteration 44Q: 3 clusters Score -2496749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2496748.500000 Penalty: 4762.144531
	Iteration 45Q: 3 clusters Score -2496748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2496749.250000 Penalty: 4762.144531
	Iteration 46Q: 3 clusters Score -2496749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2496751.250000 Penalty: 4762.144531
	Iteration 47Q: 3 clusters Score -2496751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2496751.250000 Penalty: 4762.144531
	Iteration 48F: 3 clusters Score -2496751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -732894.875000 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -732894.9 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 2304 members 
Entering Unmasked Estep 
Score: -728643.250000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -728643.2 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -730183.562500 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -730183.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -730868.875000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -730868.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -731422.437500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -731422.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -731849.875000 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -731849.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -732192.562500 Penalty: 4186.395020
	Iteration 5F: 3 clusters Score -732192.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -732445.687500 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -732445.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732617.562500 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -732617.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732699.562500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -732699.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -732740.500000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -732740.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -732762.000000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -732762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732776.187500 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -732776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -732788.000000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -732788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -732792.250000 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -732792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -732795.625000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -732795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -732797.312500 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -732797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -732798.875000 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -732798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -732801.187500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -732801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -732801.687500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -732801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -732803.625000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -732803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -732804.625000 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -732804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -732805.812500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -732805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -732809.687500 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -732809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -732810.125000 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -732810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -732810.187500 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -732810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -732811.375000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -732811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -732812.625000 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -732812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -732815.937500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -732815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -732818.250000 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -732818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -732820.812500 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -732820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -732820.937500 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -732820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -732820.937500 Penalty: 4186.395020
	Iteration 31F: 3 clusters Score -732820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -40952.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -40952.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39745.855469 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -39745.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39960.550781 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -39960.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40100.453125 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -40100.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40174.753906 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -40174.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40279.968750 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -40279.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40321.753906 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -40321.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40333.058594 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -40333.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40344.394531 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -40344.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40360.781250 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -40360.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40360.781250 Penalty: 2842.129395
	Iteration 9F: 3 clusters Score -40360.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -28529.025391 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -28529.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27337.654297 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -27337.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27646.685547 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -27646.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27995.498047 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -27995.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28338.294922 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -28338.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28647.951172 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -28647.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28938.642578 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -28938.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29106.015625 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -29106.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29156.794922 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -29156.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29158.267578 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -29158.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29158.267578 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -29158.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 174 members 
Entering Unmasked Estep 
Score: -117278872.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117280016.000000 to -117278872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -1447085.875000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -1447086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1440577.125000 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -1440577 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1442375.750000 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -1442376 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1442709.250000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -1442709 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1442996.875000 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -1442997 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1443219.000000 Penalty: 4473.453125
	Iteration 4Q: 3 clusters Score -1443219 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1443387.250000 Penalty: 4473.453125
	Iteration 5Q: 3 clusters Score -1443387 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1443536.875000 Penalty: 4473.453125
	Iteration 6Q: 3 clusters Score -1443537 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1443669.875000 Penalty: 4473.453125
	Iteration 7Q: 3 clusters Score -1443670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1443798.375000 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -1443798 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1443900.250000 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -1443900 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1443985.875000 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -1443986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1444064.750000 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -1444065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1444143.000000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -1444143 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1444237.750000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -1444238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1444350.000000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -1444350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1444440.500000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -1444440 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1444531.375000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -1444531 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1444622.250000 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -1444622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1444708.250000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -1444708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1444799.875000 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -1444800 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1444872.875000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -1444873 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1444954.250000 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -1444954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1445040.375000 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -1445040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1445113.750000 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -1445114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1445172.875000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -1445173 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1445234.500000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -1445234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1445294.250000 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -1445294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1445350.500000 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -1445350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1445401.875000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -1445402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1445445.000000 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -1445445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1445482.500000 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -1445482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1445511.375000 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -1445511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1445537.500000 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -1445538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1445562.250000 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -1445562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1445581.000000 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -1445581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1445606.500000 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -1445606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1445625.750000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -1445626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1445644.250000 Penalty: 4473.453125
	Iteration 37Q: 3 clusters Score -1445644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1445659.875000 Penalty: 4473.453125
	Iteration 38Q: 3 clusters Score -1445660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1445683.750000 Penalty: 4473.453125
	Iteration 39Q: 3 clusters Score -1445684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1445699.250000 Penalty: 4473.453125
	Iteration 40F: 3 clusters Score -1445699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1445707.125000 Penalty: 4473.453125
	Iteration 41Q: 3 clusters Score -1445707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1445720.250000 Penalty: 4473.453125
	Iteration 42Q: 3 clusters Score -1445720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1445729.875000 Penalty: 4473.453125
	Iteration 43Q: 3 clusters Score -1445730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1445738.625000 Penalty: 4473.453125
	Iteration 44Q: 3 clusters Score -1445739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1445750.125000 Penalty: 4473.453125
	Iteration 45Q: 3 clusters Score -1445750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1445759.375000 Penalty: 4473.453125
	Iteration 46Q: 3 clusters Score -1445759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1445767.625000 Penalty: 4473.453125
	Iteration 47Q: 3 clusters Score -1445768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1445773.125000 Penalty: 4473.453125
	Iteration 48Q: 3 clusters Score -1445773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1445784.500000 Penalty: 4473.453125
	Iteration 49Q: 3 clusters Score -1445784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1445792.750000 Penalty: 4473.453125
	Iteration 50Q: 3 clusters Score -1445793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1445795.375000 Penalty: 4473.453125
	Iteration 51Q: 3 clusters Score -1445795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1445799.500000 Penalty: 4473.453125
	Iteration 52Q: 3 clusters Score -1445800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1445806.250000 Penalty: 4473.453125
	Iteration 53Q: 3 clusters Score -1445806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1445807.875000 Penalty: 4473.453125
	Iteration 54Q: 3 clusters Score -1445808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1445815.375000 Penalty: 4473.453125
	Iteration 55Q: 3 clusters Score -1445815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1445820.125000 Penalty: 4473.453125
	Iteration 56Q: 3 clusters Score -1445820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1445829.500000 Penalty: 4473.453125
	Iteration 57Q: 3 clusters Score -1445830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1445841.125000 Penalty: 4473.453125
	Iteration 58Q: 3 clusters Score -1445841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1445851.375000 Penalty: 4473.453125
	Iteration 59Q: 3 clusters Score -1445851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1445867.750000 Penalty: 4473.453125
	Iteration 60F: 3 clusters Score -1445868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1445883.500000 Penalty: 4473.453125
	Iteration 61Q: 3 clusters Score -1445884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1445918.625000 Penalty: 4473.453125
	Iteration 62Q: 3 clusters Score -1445919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1445954.875000 Penalty: 4473.453125
	Iteration 63Q: 3 clusters Score -1445955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1445991.750000 Penalty: 4473.453125
	Iteration 64Q: 3 clusters Score -1445992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1446039.125000 Penalty: 4473.453125
	Iteration 65Q: 3 clusters Score -1446039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1446100.750000 Penalty: 4473.453125
	Iteration 66Q: 3 clusters Score -1446101 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1446178.250000 Penalty: 4473.453125
	Iteration 67Q: 3 clusters Score -1446178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1446273.750000 Penalty: 4473.453125
	Iteration 68Q: 3 clusters Score -1446274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1446349.875000 Penalty: 4473.453125
	Iteration 69Q: 3 clusters Score -1446350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1446440.375000 Penalty: 4473.453125
	Iteration 70Q: 3 clusters Score -1446440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1446495.000000 Penalty: 4473.453125
	Iteration 71Q: 3 clusters Score -1446495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1446539.000000 Penalty: 4473.453125
	Iteration 72Q: 3 clusters Score -1446539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1446580.125000 Penalty: 4473.453125
	Iteration 73Q: 3 clusters Score -1446580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1446613.125000 Penalty: 4473.453125
	Iteration 74Q: 3 clusters Score -1446613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1446644.375000 Penalty: 4473.453125
	Iteration 75Q: 3 clusters Score -1446644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1446665.875000 Penalty: 4473.453125
	Iteration 76Q: 3 clusters Score -1446666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1446678.625000 Penalty: 4473.453125
	Iteration 77Q: 3 clusters Score -1446679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1446703.375000 Penalty: 4473.453125
	Iteration 78Q: 3 clusters Score -1446703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1446721.125000 Penalty: 4473.453125
	Iteration 79Q: 3 clusters Score -1446721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1446741.000000 Penalty: 4473.453125
	Iteration 80F: 3 clusters Score -1446741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1446755.625000 Penalty: 4473.453125
	Iteration 81Q: 3 clusters Score -1446756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1446764.625000 Penalty: 4473.453125
	Iteration 82Q: 3 clusters Score -1446765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1446775.000000 Penalty: 4473.453125
	Iteration 83Q: 3 clusters Score -1446775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1446777.750000 Penalty: 4473.453125
	Iteration 84Q: 3 clusters Score -1446778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1446779.750000 Penalty: 4473.453125
	Iteration 85Q: 3 clusters Score -1446780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1446785.125000 Penalty: 4473.453125
	Iteration 86Q: 3 clusters Score -1446785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1446786.750000 Penalty: 4473.453125
	Iteration 87Q: 3 clusters Score -1446787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1446786.500000 Penalty: 4473.453125
	Iteration 88Q: 3 clusters Score -1446786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1446790.750000 Penalty: 4473.453125
	Iteration 89Q: 3 clusters Score -1446791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1446796.750000 Penalty: 4473.453125
	Iteration 90Q: 3 clusters Score -1446797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1446797.875000 Penalty: 4473.453125
	Iteration 91Q: 3 clusters Score -1446798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1446799.750000 Penalty: 4473.453125
	Iteration 92Q: 3 clusters Score -1446800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1446801.250000 Penalty: 4473.453125
	Iteration 93Q: 3 clusters Score -1446801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1446805.375000 Penalty: 4473.453125
	Iteration 94Q: 3 clusters Score -1446805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1446803.625000 Penalty: 4473.453125
	Iteration 95Q: 3 clusters Score -1446804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1446806.125000 Penalty: 4473.453125
	Iteration 96Q: 3 clusters Score -1446806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1446808.250000 Penalty: 4473.453125
	Iteration 97Q: 3 clusters Score -1446808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1446810.500000 Penalty: 4473.453125
	Iteration 98Q: 3 clusters Score -1446810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1446816.000000 Penalty: 4473.453125
	Iteration 99Q: 3 clusters Score -1446816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1446818.375000 Penalty: 4473.453125
	Iteration 100F: 3 clusters Score -1446818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1446821.375000 Penalty: 4473.453125
	Iteration 101Q: 3 clusters Score -1446821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1446819.750000 Penalty: 4473.453125
	Iteration 102Q: 3 clusters Score -1446820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1446818.875000 Penalty: 4473.453125
	Iteration 103Q: 3 clusters Score -1446819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1446821.125000 Penalty: 4473.453125
	Iteration 104Q: 3 clusters Score -1446821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1446823.125000 Penalty: 4473.453125
	Iteration 105Q: 3 clusters Score -1446823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1446826.125000 Penalty: 4473.453125
	Iteration 106Q: 3 clusters Score -1446826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1446828.125000 Penalty: 4473.453125
	Iteration 107Q: 3 clusters Score -1446828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1446826.000000 Penalty: 4473.453125
	Iteration 108Q: 3 clusters Score -1446826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1446828.750000 Penalty: 4473.453125
	Iteration 109Q: 3 clusters Score -1446829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1446827.125000 Penalty: 4473.453125
	Iteration 110Q: 3 clusters Score -1446827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1446826.625000 Penalty: 4473.453125
	Iteration 111Q: 3 clusters Score -1446827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1446826.500000 Penalty: 4473.453125
	Iteration 112Q: 3 clusters Score -1446826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1446827.000000 Penalty: 4473.453125
	Iteration 113Q: 3 clusters Score -1446827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1446829.875000 Penalty: 4473.453125
	Iteration 114Q: 3 clusters Score -1446830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1446831.375000 Penalty: 4473.453125
	Iteration 115Q: 3 clusters Score -1446831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1446833.500000 Penalty: 4473.453125
	Iteration 116Q: 3 clusters Score -1446834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1446833.500000 Penalty: 4473.453125
	Iteration 117F: 3 clusters Score -1446834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Entering Unmasked Estep 
Score: -7019690.500000 Penalty: 2625.071777
	Iteration 0F: 2 clusters Score -7019690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6994717.000000 Penalty: 5250.143555
	Iteration 0F: 3 clusters Score -6994717 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -7004783.000000 Penalty: 5250.143555
	Iteration 1F: 3 clusters Score -7004783 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -7005527.000000 Penalty: 5250.143555
	Iteration 2F: 3 clusters Score -7005527 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -7006485.000000 Penalty: 5250.143555
	Iteration 3F: 3 clusters Score -7006485 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -7007604.500000 Penalty: 5250.143555
	Iteration 4F: 3 clusters Score -7007604 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7008921.500000 Penalty: 5250.143555
	Iteration 5F: 3 clusters Score -7008922 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7010357.000000 Penalty: 5250.143555
	Iteration 6F: 3 clusters Score -7010357 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -7011885.500000 Penalty: 5250.143555
	Iteration 7F: 3 clusters Score -7011886 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -7013455.000000 Penalty: 5250.143555
	Iteration 8F: 3 clusters Score -7013455 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -7014943.500000 Penalty: 5250.143555
	Iteration 9F: 3 clusters Score -7014944 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7016034.000000 Penalty: 5250.143555
	Iteration 10Q: 3 clusters Score -7016034 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7016779.500000 Penalty: 5250.143555
	Iteration 11Q: 3 clusters Score -7016780 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -7017397.500000 Penalty: 5250.143555
	Iteration 12Q: 3 clusters Score -7017398 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7017763.000000 Penalty: 5250.143555
	Iteration 13Q: 3 clusters Score -7017763 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7017910.000000 Penalty: 5250.143555
	Iteration 14Q: 3 clusters Score -7017910 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7018006.000000 Penalty: 5250.143555
	Iteration 15Q: 3 clusters Score -7018006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -7018071.500000 Penalty: 5250.143555
	Iteration 16Q: 3 clusters Score -7018072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7018103.000000 Penalty: 5250.143555
	Iteration 17Q: 3 clusters Score -7018103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7018129.000000 Penalty: 5250.143555
	Iteration 18Q: 3 clusters Score -7018129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -7018143.000000 Penalty: 5250.143555
	Iteration 19Q: 3 clusters Score -7018143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -7018159.000000 Penalty: 5250.143555
	Iteration 20F: 3 clusters Score -7018159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7018167.000000 Penalty: 5250.143555
	Iteration 21Q: 3 clusters Score -7018167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -7018171.000000 Penalty: 5250.143555
	Iteration 22Q: 3 clusters Score -7018171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7018191.000000 Penalty: 5250.143555
	Iteration 23Q: 3 clusters Score -7018191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7018187.000000 Penalty: 5250.143555
	Iteration 24Q: 3 clusters Score -7018187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7018188.000000 Penalty: 5250.143555
	Iteration 25Q: 3 clusters Score -7018188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7018185.500000 Penalty: 5250.143555
	Iteration 26Q: 3 clusters Score -7018186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -7018193.000000 Penalty: 5250.143555
	Iteration 27Q: 3 clusters Score -7018193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7018203.000000 Penalty: 5250.143555
	Iteration 28Q: 3 clusters Score -7018203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7018203.500000 Penalty: 5250.143555
	Iteration 29Q: 3 clusters Score -7018204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7018203.000000 Penalty: 5250.143555
	Iteration 30Q: 3 clusters Score -7018203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7018208.500000 Penalty: 5250.143555
	Iteration 31Q: 3 clusters Score -7018208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -7018202.000000 Penalty: 5250.143555
	Iteration 32Q: 3 clusters Score -7018202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -7018202.000000 Penalty: 5250.143555
	Iteration 33F: 3 clusters Score -7018202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Entering Unmasked Estep 
Score: -6434863.000000 Penalty: 2597.772949
	Iteration 0F: 2 clusters Score -6434863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -6411596.500000 Penalty: 5195.545898
	Iteration 0F: 3 clusters Score -6411596 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6420373.500000 Penalty: 5195.545898
	Iteration 1F: 3 clusters Score -6420374 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -6420947.500000 Penalty: 5195.545898
	Iteration 2Q: 3 clusters Score -6420948 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -6421656.500000 Penalty: 5195.545898
	Iteration 3Q: 3 clusters Score -6421656 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6422503.500000 Penalty: 5195.545898
	Iteration 4F: 3 clusters Score -6422504 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -6423801.000000 Penalty: 5195.545898
	Iteration 5F: 3 clusters Score -6423801 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6425596.000000 Penalty: 5195.545898
	Iteration 6F: 3 clusters Score -6425596 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6427690.000000 Penalty: 5195.545898
	Iteration 7F: 3 clusters Score -6427690 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6429788.500000 Penalty: 5195.545898
	Iteration 8F: 3 clusters Score -6429788 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6431329.500000 Penalty: 5195.545898
	Iteration 9Q: 3 clusters Score -6431330 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6432055.000000 Penalty: 5195.545898
	Iteration 10Q: 3 clusters Score -6432055 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6432377.000000 Penalty: 5195.545898
	Iteration 11Q: 3 clusters Score -6432377 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6432496.000000 Penalty: 5195.545898
	Iteration 12Q: 3 clusters Score -6432496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6432542.000000 Penalty: 5195.545898
	Iteration 13Q: 3 clusters Score -6432542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6432577.000000 Penalty: 5195.545898
	Iteration 14Q: 3 clusters Score -6432577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6432594.000000 Penalty: 5195.545898
	Iteration 15Q: 3 clusters Score -6432594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6432601.500000 Penalty: 5195.545898
	Iteration 16Q: 3 clusters Score -6432602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6432629.500000 Penalty: 5195.545898
	Iteration 17Q: 3 clusters Score -6432630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6432646.500000 Penalty: 5195.545898
	Iteration 18Q: 3 clusters Score -6432646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6432659.500000 Penalty: 5195.545898
	Iteration 19Q: 3 clusters Score -6432660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6432671.000000 Penalty: 5195.545898
	Iteration 20F: 3 clusters Score -6432671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6432687.000000 Penalty: 5195.545898
	Iteration 21Q: 3 clusters Score -6432687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6432688.500000 Penalty: 5195.545898
	Iteration 22Q: 3 clusters Score -6432688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6432702.500000 Penalty: 5195.545898
	Iteration 23Q: 3 clusters Score -6432702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6432699.500000 Penalty: 5195.545898
	Iteration 24Q: 3 clusters Score -6432700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6432701.000000 Penalty: 5195.545898
	Iteration 25Q: 3 clusters Score -6432701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6432709.000000 Penalty: 5195.545898
	Iteration 26Q: 3 clusters Score -6432709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6432704.000000 Penalty: 5195.545898
	Iteration 27Q: 3 clusters Score -6432704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6432704.000000 Penalty: 5195.545898
	Iteration 28F: 3 clusters Score -6432704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -356488.531250 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -356488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -353765.375000 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -353765.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -354464.031250 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -354464 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -354743.187500 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -354743.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -354896.281250 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -354896.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -355018.937500 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -355018.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -355120.062500 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -355120.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -355180.593750 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -355180.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -355215.593750 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -355215.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -355242.187500 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -355242.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -355265.718750 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -355265.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -355289.687500 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -355289.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -355306.375000 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -355306.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -355322.406250 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -355322.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -355337.437500 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -355337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -355349.937500 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -355349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -355355.843750 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -355355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -355359.593750 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -355359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -355364.531250 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -355364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -355374.250000 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -355374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -355378.406250 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -355378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -355385.593750 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -355385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -355394.468750 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -355394.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -355405.843750 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -355405.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -355419.656250 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -355419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -355427.062500 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -355427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -355437.437500 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -355437.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -355447.125000 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -355447.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -355465.343750 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -355465.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -355482.250000 Penalty: 3832.201416
	Iteration 28Q: 3 clusters Score -355482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -355493.687500 Penalty: 3832.201416
	Iteration 29Q: 3 clusters Score -355493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -355500.812500 Penalty: 3832.201416
	Iteration 30Q: 3 clusters Score -355500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355507.125000 Penalty: 3832.201416
	Iteration 31Q: 3 clusters Score -355507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -355516.156250 Penalty: 3832.201416
	Iteration 32Q: 3 clusters Score -355516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -355521.875000 Penalty: 3832.201416
	Iteration 33Q: 3 clusters Score -355521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -355526.500000 Penalty: 3832.201416
	Iteration 34Q: 3 clusters Score -355526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -355534.625000 Penalty: 3832.201416
	Iteration 35Q: 3 clusters Score -355534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -355547.375000 Penalty: 3832.201416
	Iteration 36Q: 3 clusters Score -355547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -355554.875000 Penalty: 3832.201416
	Iteration 37Q: 3 clusters Score -355554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -355558.718750 Penalty: 3832.201416
	Iteration 38Q: 3 clusters Score -355558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355562.000000 Penalty: 3832.201416
	Iteration 39Q: 3 clusters Score -355562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -355561.968750 Penalty: 3832.201416
	Iteration 40F: 3 clusters Score -355562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -1036284.000000 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -1036284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1030930.750000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -1030931 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1032505.812500 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -1032506 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1033129.750000 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -1033130 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1033942.062500 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -1033942 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1034784.625000 Penalty: 4332.661133
	Iteration 4F: 3 clusters Score -1034785 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1035412.750000 Penalty: 4332.661133
	Iteration 5F: 3 clusters Score -1035413 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1035796.500000 Penalty: 4332.661133
	Iteration 6F: 3 clusters Score -1035796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1035998.875000 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -1035999 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1036103.000000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -1036103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1036140.875000 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -1036141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1036162.750000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -1036163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1036182.250000 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -1036182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1036198.812500 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -1036199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1036210.250000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -1036210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1036219.250000 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -1036219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1036221.937500 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -1036222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1036228.687500 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -1036229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1036228.062500 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -1036228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1036230.687500 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -1036231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1036232.937500 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -1036233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1036233.437500 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -1036233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1036233.750000 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -1036234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1036233.125000 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -1036233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1036233.125000 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -1036233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1036233.875000 Penalty: 4332.661133
	Iteration 24Q: 3 clusters Score -1036234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1036234.750000 Penalty: 4332.661133
	Iteration 25Q: 3 clusters Score -1036235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1036234.750000 Penalty: 4332.661133
	Iteration 26F: 3 clusters Score -1036235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75795.046875 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75795.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76042.398438 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76172.937500 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76172.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76277.179688 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76277.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76413.046875 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76413.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76512.164062 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76512.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76575.000000 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76588.875000 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76588.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76594.929688 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76594.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76598.164062 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76598.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76598.164062 Penalty: 3076.457764
	Iteration 10F: 3 clusters Score -76598.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -181600.968750 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -181601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -179614.109375 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -179614.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180046.390625 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -180046.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -180267.859375 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -180267.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -180408.859375 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -180408.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -180529.875000 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -180529.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -180644.781250 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -180644.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180725.921875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -180725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180763.546875 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -180763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180797.921875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -180797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180816.703125 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -180816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -180824.234375 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -180824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -180834.062500 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -180834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180841.718750 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -180841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -180846.546875 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -180846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180849.109375 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -180849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -180850.796875 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -180850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -180853.312500 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -180853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180853.625000 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -180853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180853.625000 Penalty: 3482.900391
	Iteration 18F: 3 clusters Score -180853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15024.818359 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15024.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15347.093750 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15347.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15580.125977 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15580.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15640.234375 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15640.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15691.932617 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15691.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15701.750977 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15701.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15702.837891 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -15702.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15704.816406 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -15704.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15723.069336 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -15723.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15771.205078 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -15771.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15793.269531 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -15793.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15798.387695 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -15798.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15817.702148 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -15817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15842.984375 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -15842.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15846.687500 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -15846.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15847.349609 Penalty: 2842.129395
	Iteration 15F: 3 clusters Score -15847.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15851.445312 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -15851.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15859.711914 Penalty: 2842.129395
	Iteration 17Q: 3 clusters Score -15859.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15892.424805 Penalty: 2842.129395
	Iteration 18Q: 3 clusters Score -15892.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15968.732422 Penalty: 2842.129395
	Iteration 19Q: 3 clusters Score -15968.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16031.892578 Penalty: 2842.129395
	Iteration 20F: 3 clusters Score -16031.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16151.639648 Penalty: 2842.129395
	Iteration 21Q: 3 clusters Score -16151.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16236.781250 Penalty: 2842.129395
	Iteration 22Q: 3 clusters Score -16236.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16275.737305 Penalty: 2842.129395
	Iteration 23Q: 3 clusters Score -16275.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16291.679688 Penalty: 2842.129395
	Iteration 24Q: 3 clusters Score -16291.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16294.237305 Penalty: 2842.129395
	Iteration 25Q: 3 clusters Score -16294.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16294.237305 Penalty: 2842.129395
	Iteration 26F: 3 clusters Score -16294.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 148 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 160 members 
Entering Unmasked Estep 
Score: -117278328.000000 Penalty: 203298.921875
Splitting cluster 54 changes total score from -117280016.000000 to -117278328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -104669.320312 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -104669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102986.546875 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -102986.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103306.570312 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -103306.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103429.351562 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -103429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103530.296875 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -103530.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103637.078125 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -103637.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103722.773438 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -103722.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103779.015625 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -103779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103817.085938 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -103817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103829.015625 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -103829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103835.812500 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -103835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103842.921875 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -103842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103847.234375 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -103847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103849.859375 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -103849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103850.773438 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -103850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103849.875000 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -103849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103849.875000 Penalty: 3263.308594
	Iteration 15F: 3 clusters Score -103849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Entering Unmasked Estep 
Score: -2522690.000000 Penalty: 2382.510986
	Iteration 0F: 2 clusters Score -2522690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2511902.750000 Penalty: 4765.021973
	Iteration 0F: 3 clusters Score -2511903 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2515421.750000 Penalty: 4765.021973
	Iteration 1F: 3 clusters Score -2515422 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2515983.750000 Penalty: 4765.021973
	Iteration 2F: 3 clusters Score -2515984 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2516487.250000 Penalty: 4765.021973
	Iteration 3F: 3 clusters Score -2516487 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2516924.750000 Penalty: 4765.021973
	Iteration 4F: 3 clusters Score -2516925 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2517324.500000 Penalty: 4765.021973
	Iteration 5F: 3 clusters Score -2517324 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2517756.250000 Penalty: 4765.021973
	Iteration 6F: 3 clusters Score -2517756 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2518183.000000 Penalty: 4765.021973
	Iteration 7Q: 3 clusters Score -2518183 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2518510.750000 Penalty: 4765.021973
	Iteration 8Q: 3 clusters Score -2518511 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2518754.250000 Penalty: 4765.021973
	Iteration 9Q: 3 clusters Score -2518754 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2518911.000000 Penalty: 4765.021973
	Iteration 10Q: 3 clusters Score -2518911 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2519044.750000 Penalty: 4765.021973
	Iteration 11Q: 3 clusters Score -2519045 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2519143.000000 Penalty: 4765.021973
	Iteration 12Q: 3 clusters Score -2519143 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2519241.500000 Penalty: 4765.021973
	Iteration 13Q: 3 clusters Score -2519242 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2519335.750000 Penalty: 4765.021973
	Iteration 14Q: 3 clusters Score -2519336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2519427.250000 Penalty: 4765.021973
	Iteration 15Q: 3 clusters Score -2519427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2519501.500000 Penalty: 4765.021973
	Iteration 16Q: 3 clusters Score -2519502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2519566.750000 Penalty: 4765.021973
	Iteration 17Q: 3 clusters Score -2519567 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2519623.000000 Penalty: 4765.021973
	Iteration 18Q: 3 clusters Score -2519623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2519682.500000 Penalty: 4765.021973
	Iteration 19Q: 3 clusters Score -2519682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2519774.250000 Penalty: 4765.021973
	Iteration 20F: 3 clusters Score -2519774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2519870.750000 Penalty: 4765.021973
	Iteration 21Q: 3 clusters Score -2519871 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2519964.000000 Penalty: 4765.021973
	Iteration 22Q: 3 clusters Score -2519964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2520040.000000 Penalty: 4765.021973
	Iteration 23Q: 3 clusters Score -2520040 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2520130.250000 Penalty: 4765.021973
	Iteration 24Q: 3 clusters Score -2520130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2520235.250000 Penalty: 4765.021973
	Iteration 25Q: 3 clusters Score -2520235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2520327.500000 Penalty: 4765.021973
	Iteration 26Q: 3 clusters Score -2520328 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2520427.250000 Penalty: 4765.021973
	Iteration 27Q: 3 clusters Score -2520427 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2520488.500000 Penalty: 4765.021973
	Iteration 28Q: 3 clusters Score -2520488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2520542.750000 Penalty: 4765.021973
	Iteration 29Q: 3 clusters Score -2520543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2520570.500000 Penalty: 4765.021973
	Iteration 30Q: 3 clusters Score -2520570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2520607.250000 Penalty: 4765.021973
	Iteration 31Q: 3 clusters Score -2520607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2520656.000000 Penalty: 4765.021973
	Iteration 32Q: 3 clusters Score -2520656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2520683.000000 Penalty: 4765.021973
	Iteration 33Q: 3 clusters Score -2520683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2520701.250000 Penalty: 4765.021973
	Iteration 34Q: 3 clusters Score -2520701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2520726.000000 Penalty: 4765.021973
	Iteration 35Q: 3 clusters Score -2520726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2520736.000000 Penalty: 4765.021973
	Iteration 36Q: 3 clusters Score -2520736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2520738.750000 Penalty: 4765.021973
	Iteration 37Q: 3 clusters Score -2520739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2520741.000000 Penalty: 4765.021973
	Iteration 38Q: 3 clusters Score -2520741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2520747.500000 Penalty: 4765.021973
	Iteration 39Q: 3 clusters Score -2520748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2520755.250000 Penalty: 4765.021973
	Iteration 40F: 3 clusters Score -2520755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2520758.000000 Penalty: 4765.021973
	Iteration 41Q: 3 clusters Score -2520758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2520762.000000 Penalty: 4765.021973
	Iteration 42Q: 3 clusters Score -2520762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2520765.000000 Penalty: 4765.021973
	Iteration 43Q: 3 clusters Score -2520765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2520767.250000 Penalty: 4765.021973
	Iteration 44Q: 3 clusters Score -2520767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2520768.500000 Penalty: 4765.021973
	Iteration 45Q: 3 clusters Score -2520768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2520769.500000 Penalty: 4765.021973
	Iteration 46Q: 3 clusters Score -2520770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2520771.250000 Penalty: 4765.021973
	Iteration 47Q: 3 clusters Score -2520771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2520771.250000 Penalty: 4765.021973
	Iteration 48F: 3 clusters Score -2520771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -579580.625000 Penalty: 2019.015015
	Iteration 0F: 2 clusters Score -579580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -576101.750000 Penalty: 4038.030029
	Iteration 0F: 3 clusters Score -576101.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -576937.625000 Penalty: 4038.030029
	Iteration 1F: 3 clusters Score -576937.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -577162.687500 Penalty: 4038.030029
	Iteration 2F: 3 clusters Score -577162.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -577350.437500 Penalty: 4038.030029
	Iteration 3F: 3 clusters Score -577350.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -577494.375000 Penalty: 4038.030029
	Iteration 4F: 3 clusters Score -577494.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -577605.437500 Penalty: 4038.030029
	Iteration 5Q: 3 clusters Score -577605.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -577734.437500 Penalty: 4038.030029
	Iteration 6Q: 3 clusters Score -577734.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -577859.625000 Penalty: 4038.030029
	Iteration 7Q: 3 clusters Score -577859.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -577955.312500 Penalty: 4038.030029
	Iteration 8Q: 3 clusters Score -577955.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -578025.687500 Penalty: 4038.030029
	Iteration 9Q: 3 clusters Score -578025.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -578079.937500 Penalty: 4038.030029
	Iteration 10Q: 3 clusters Score -578079.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -578112.437500 Penalty: 4038.030029
	Iteration 11Q: 3 clusters Score -578112.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -578138.750000 Penalty: 4038.030029
	Iteration 12Q: 3 clusters Score -578138.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -578161.375000 Penalty: 4038.030029
	Iteration 13Q: 3 clusters Score -578161.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -578179.875000 Penalty: 4038.030029
	Iteration 14Q: 3 clusters Score -578179.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -578200.750000 Penalty: 4038.030029
	Iteration 15Q: 3 clusters Score -578200.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -578225.062500 Penalty: 4038.030029
	Iteration 16Q: 3 clusters Score -578225.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -578240.500000 Penalty: 4038.030029
	Iteration 17Q: 3 clusters Score -578240.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -578250.750000 Penalty: 4038.030029
	Iteration 18Q: 3 clusters Score -578250.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -578257.625000 Penalty: 4038.030029
	Iteration 19Q: 3 clusters Score -578257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -578259.750000 Penalty: 4038.030029
	Iteration 20F: 3 clusters Score -578259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -578265.500000 Penalty: 4038.030029
	Iteration 21Q: 3 clusters Score -578265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -578268.562500 Penalty: 4038.030029
	Iteration 22Q: 3 clusters Score -578268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -578270.312500 Penalty: 4038.030029
	Iteration 23Q: 3 clusters Score -578270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -578272.250000 Penalty: 4038.030029
	Iteration 24Q: 3 clusters Score -578272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -578275.812500 Penalty: 4038.030029
	Iteration 25Q: 3 clusters Score -578275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -578278.812500 Penalty: 4038.030029
	Iteration 26Q: 3 clusters Score -578278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -578282.812500 Penalty: 4038.030029
	Iteration 27Q: 3 clusters Score -578282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -578284.750000 Penalty: 4038.030029
	Iteration 28Q: 3 clusters Score -578284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -578285.687500 Penalty: 4038.030029
	Iteration 29Q: 3 clusters Score -578285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -578285.250000 Penalty: 4038.030029
	Iteration 30Q: 3 clusters Score -578285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -578287.187500 Penalty: 4038.030029
	Iteration 31Q: 3 clusters Score -578287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -578287.375000 Penalty: 4038.030029
	Iteration 32Q: 3 clusters Score -578287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -578287.375000 Penalty: 4038.030029
	Iteration 33F: 3 clusters Score -578287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -2314898.750000 Penalty: 2350.429688
	Iteration 0F: 2 clusters Score -2314899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2305386.750000 Penalty: 4700.859375
	Iteration 0F: 3 clusters Score -2305387 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2308389.500000 Penalty: 4700.859375
	Iteration 1F: 3 clusters Score -2308390 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2308717.000000 Penalty: 4700.859375
	Iteration 2F: 3 clusters Score -2308717 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2309012.000000 Penalty: 4700.859375
	Iteration 3Q: 3 clusters Score -2309012 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2309255.750000 Penalty: 4700.859375
	Iteration 4Q: 3 clusters Score -2309256 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2309510.500000 Penalty: 4700.859375
	Iteration 5Q: 3 clusters Score -2309510 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2309784.500000 Penalty: 4700.859375
	Iteration 6Q: 3 clusters Score -2309784 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2310170.000000 Penalty: 4700.859375
	Iteration 7Q: 3 clusters Score -2310170 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2310571.750000 Penalty: 4700.859375
	Iteration 8F: 3 clusters Score -2310572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2311037.500000 Penalty: 4700.859375
	Iteration 9F: 3 clusters Score -2311038 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2311458.000000 Penalty: 4700.859375
	Iteration 10F: 3 clusters Score -2311458 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2311819.500000 Penalty: 4700.859375
	Iteration 11Q: 3 clusters Score -2311820 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2312142.000000 Penalty: 4700.859375
	Iteration 12Q: 3 clusters Score -2312142 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2312398.750000 Penalty: 4700.859375
	Iteration 13Q: 3 clusters Score -2312399 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2312576.250000 Penalty: 4700.859375
	Iteration 14Q: 3 clusters Score -2312576 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2312729.000000 Penalty: 4700.859375
	Iteration 15Q: 3 clusters Score -2312729 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2312872.750000 Penalty: 4700.859375
	Iteration 16Q: 3 clusters Score -2312873 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2313010.500000 Penalty: 4700.859375
	Iteration 17Q: 3 clusters Score -2313010 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2313138.750000 Penalty: 4700.859375
	Iteration 18Q: 3 clusters Score -2313139 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2313254.750000 Penalty: 4700.859375
	Iteration 19Q: 3 clusters Score -2313255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2313335.750000 Penalty: 4700.859375
	Iteration 20F: 3 clusters Score -2313336 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2313378.750000 Penalty: 4700.859375
	Iteration 21Q: 3 clusters Score -2313379 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2313421.750000 Penalty: 4700.859375
	Iteration 22Q: 3 clusters Score -2313422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2313451.750000 Penalty: 4700.859375
	Iteration 23Q: 3 clusters Score -2313452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2313465.250000 Penalty: 4700.859375
	Iteration 24Q: 3 clusters Score -2313465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2313475.750000 Penalty: 4700.859375
	Iteration 25Q: 3 clusters Score -2313476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2313486.750000 Penalty: 4700.859375
	Iteration 26Q: 3 clusters Score -2313487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2313492.250000 Penalty: 4700.859375
	Iteration 27Q: 3 clusters Score -2313492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2313494.000000 Penalty: 4700.859375
	Iteration 28Q: 3 clusters Score -2313494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2313501.000000 Penalty: 4700.859375
	Iteration 29Q: 3 clusters Score -2313501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2313503.250000 Penalty: 4700.859375
	Iteration 30Q: 3 clusters Score -2313503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2313514.500000 Penalty: 4700.859375
	Iteration 31Q: 3 clusters Score -2313514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2313514.750000 Penalty: 4700.859375
	Iteration 32Q: 3 clusters Score -2313515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2313514.500000 Penalty: 4700.859375
	Iteration 33Q: 3 clusters Score -2313514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2313514.500000 Penalty: 4700.859375
	Iteration 34Q: 3 clusters Score -2313514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2313511.750000 Penalty: 4700.859375
	Iteration 35Q: 3 clusters Score -2313512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2313512.250000 Penalty: 4700.859375
	Iteration 36Q: 3 clusters Score -2313512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2313513.250000 Penalty: 4700.859375
	Iteration 37Q: 3 clusters Score -2313513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2313512.000000 Penalty: 4700.859375
	Iteration 38Q: 3 clusters Score -2313512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2313516.250000 Penalty: 4700.859375
	Iteration 39Q: 3 clusters Score -2313516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2313518.500000 Penalty: 4700.859375
	Iteration 40F: 3 clusters Score -2313518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2313522.500000 Penalty: 4700.859375
	Iteration 41Q: 3 clusters Score -2313522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2313524.500000 Penalty: 4700.859375
	Iteration 42Q: 3 clusters Score -2313524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2313523.000000 Penalty: 4700.859375
	Iteration 43Q: 3 clusters Score -2313523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2313525.750000 Penalty: 4700.859375
	Iteration 44Q: 3 clusters Score -2313526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2313529.750000 Penalty: 4700.859375
	Iteration 45Q: 3 clusters Score -2313530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2313530.250000 Penalty: 4700.859375
	Iteration 46Q: 3 clusters Score -2313530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2313529.250000 Penalty: 4700.859375
	Iteration 47Q: 3 clusters Score -2313529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2313527.750000 Penalty: 4700.859375
	Iteration 48Q: 3 clusters Score -2313528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2313531.500000 Penalty: 4700.859375
	Iteration 49Q: 3 clusters Score -2313532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2313531.500000 Penalty: 4700.859375
	Iteration 50F: 3 clusters Score -2313532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -2482455.250000 Penalty: 2372.485840
	Iteration 0F: 2 clusters Score -2482455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2472019.500000 Penalty: 4744.971680
	Iteration 0F: 3 clusters Score -2472020 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2475491.000000 Penalty: 4744.971680
	Iteration 1F: 3 clusters Score -2475491 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2475951.250000 Penalty: 4744.971680
	Iteration 2F: 3 clusters Score -2475951 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2476344.750000 Penalty: 4744.971680
	Iteration 3F: 3 clusters Score -2476345 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2476724.750000 Penalty: 4744.971680
	Iteration 4F: 3 clusters Score -2476725 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2477110.750000 Penalty: 4744.971680
	Iteration 5F: 3 clusters Score -2477111 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2477514.750000 Penalty: 4744.971680
	Iteration 6F: 3 clusters Score -2477515 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2477925.750000 Penalty: 4744.971680
	Iteration 7Q: 3 clusters Score -2477926 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2478321.750000 Penalty: 4744.971680
	Iteration 8Q: 3 clusters Score -2478322 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2478750.750000 Penalty: 4744.971680
	Iteration 9Q: 3 clusters Score -2478751 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2479165.500000 Penalty: 4744.971680
	Iteration 10Q: 3 clusters Score -2479166 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2479468.750000 Penalty: 4744.971680
	Iteration 11Q: 3 clusters Score -2479469 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2479674.500000 Penalty: 4744.971680
	Iteration 12Q: 3 clusters Score -2479674 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2479813.750000 Penalty: 4744.971680
	Iteration 13Q: 3 clusters Score -2479814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2479932.500000 Penalty: 4744.971680
	Iteration 14Q: 3 clusters Score -2479932 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2480026.000000 Penalty: 4744.971680
	Iteration 15Q: 3 clusters Score -2480026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2480094.000000 Penalty: 4744.971680
	Iteration 16Q: 3 clusters Score -2480094 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2480169.000000 Penalty: 4744.971680
	Iteration 17Q: 3 clusters Score -2480169 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2480229.750000 Penalty: 4744.971680
	Iteration 18Q: 3 clusters Score -2480230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2480292.500000 Penalty: 4744.971680
	Iteration 19Q: 3 clusters Score -2480292 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2480346.000000 Penalty: 4744.971680
	Iteration 20F: 3 clusters Score -2480346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2480369.500000 Penalty: 4744.971680
	Iteration 21Q: 3 clusters Score -2480370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2480418.750000 Penalty: 4744.971680
	Iteration 22Q: 3 clusters Score -2480419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2480440.000000 Penalty: 4744.971680
	Iteration 23Q: 3 clusters Score -2480440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2480463.500000 Penalty: 4744.971680
	Iteration 24Q: 3 clusters Score -2480464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2480490.750000 Penalty: 4744.971680
	Iteration 25Q: 3 clusters Score -2480491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2480511.000000 Penalty: 4744.971680
	Iteration 26Q: 3 clusters Score -2480511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2480528.750000 Penalty: 4744.971680
	Iteration 27Q: 3 clusters Score -2480529 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2480542.000000 Penalty: 4744.971680
	Iteration 28Q: 3 clusters Score -2480542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2480554.500000 Penalty: 4744.971680
	Iteration 29Q: 3 clusters Score -2480554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2480569.000000 Penalty: 4744.971680
	Iteration 30Q: 3 clusters Score -2480569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2480587.500000 Penalty: 4744.971680
	Iteration 31Q: 3 clusters Score -2480588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2480590.250000 Penalty: 4744.971680
	Iteration 32Q: 3 clusters Score -2480590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2480598.250000 Penalty: 4744.971680
	Iteration 33Q: 3 clusters Score -2480598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2480606.000000 Penalty: 4744.971680
	Iteration 34Q: 3 clusters Score -2480606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2480603.500000 Penalty: 4744.971680
	Iteration 35Q: 3 clusters Score -2480604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2480618.000000 Penalty: 4744.971680
	Iteration 36Q: 3 clusters Score -2480618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2480620.000000 Penalty: 4744.971680
	Iteration 37Q: 3 clusters Score -2480620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2480620.000000 Penalty: 4744.971680
	Iteration 38Q: 3 clusters Score -2480620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2480633.500000 Penalty: 4744.971680
	Iteration 39Q: 3 clusters Score -2480634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2480638.500000 Penalty: 4744.971680
	Iteration 40F: 3 clusters Score -2480638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2480648.500000 Penalty: 4744.971680
	Iteration 41Q: 3 clusters Score -2480648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2480654.500000 Penalty: 4744.971680
	Iteration 42Q: 3 clusters Score -2480654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2480656.250000 Penalty: 4744.971680
	Iteration 43Q: 3 clusters Score -2480656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2480656.500000 Penalty: 4744.971680
	Iteration 44Q: 3 clusters Score -2480656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2480658.500000 Penalty: 4744.971680
	Iteration 45Q: 3 clusters Score -2480658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2480669.250000 Penalty: 4744.971680
	Iteration 46Q: 3 clusters Score -2480669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2480671.250000 Penalty: 4744.971680
	Iteration 47Q: 3 clusters Score -2480671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2480673.000000 Penalty: 4744.971680
	Iteration 48Q: 3 clusters Score -2480673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2480674.250000 Penalty: 4744.971680
	Iteration 49Q: 3 clusters Score -2480674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2480670.000000 Penalty: 4744.971680
	Iteration 50Q: 3 clusters Score -2480670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2480673.750000 Penalty: 4744.971680
	Iteration 51Q: 3 clusters Score -2480674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2480671.000000 Penalty: 4744.971680
	Iteration 52Q: 3 clusters Score -2480671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2480679.500000 Penalty: 4744.971680
	Iteration 53Q: 3 clusters Score -2480680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2480684.000000 Penalty: 4744.971680
	Iteration 54Q: 3 clusters Score -2480684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2480677.500000 Penalty: 4744.971680
	Iteration 55Q: 3 clusters Score -2480678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2480679.000000 Penalty: 4744.971680
	Iteration 56Q: 3 clusters Score -2480679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2480680.750000 Penalty: 4744.971680
	Iteration 57Q: 3 clusters Score -2480681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2480682.000000 Penalty: 4744.971680
	Iteration 58Q: 3 clusters Score -2480682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2480687.500000 Penalty: 4744.971680
	Iteration 59Q: 3 clusters Score -2480688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2480686.250000 Penalty: 4744.971680
	Iteration 60F: 3 clusters Score -2480686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2480690.750000 Penalty: 4744.971680
	Iteration 61Q: 3 clusters Score -2480691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2480697.750000 Penalty: 4744.971680
	Iteration 62Q: 3 clusters Score -2480698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2480700.250000 Penalty: 4744.971680
	Iteration 63Q: 3 clusters Score -2480700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2480698.750000 Penalty: 4744.971680
	Iteration 64Q: 3 clusters Score -2480699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2480700.000000 Penalty: 4744.971680
	Iteration 65Q: 3 clusters Score -2480700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2480702.500000 Penalty: 4744.971680
	Iteration 66Q: 3 clusters Score -2480702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2480701.500000 Penalty: 4744.971680
	Iteration 67Q: 3 clusters Score -2480702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2480699.750000 Penalty: 4744.971680
	Iteration 68Q: 3 clusters Score -2480700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2480697.250000 Penalty: 4744.971680
	Iteration 69Q: 3 clusters Score -2480697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2480701.750000 Penalty: 4744.971680
	Iteration 70Q: 3 clusters Score -2480702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2480705.500000 Penalty: 4744.971680
	Iteration 71Q: 3 clusters Score -2480706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2480705.000000 Penalty: 4744.971680
	Iteration 72Q: 3 clusters Score -2480705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2480705.000000 Penalty: 4744.971680
	Iteration 73F: 3 clusters Score -2480705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217852.218750 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217852.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -218198.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218198.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -218317.843750 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218317.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -218376.390625 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218376.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -218412.562500 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218412.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218445.031250 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218467.562500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218476.250000 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -218480.031250 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -218482.031250 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -218485.656250 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -218488.687500 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -218491.843750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218494.015625 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218499.000000 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -218501.640625 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218501.890625 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -218502.625000 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218504.515625 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218504.515625 Penalty: 3579.852051
	Iteration 19F: 3 clusters Score -218504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32761 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30460 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29365 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14781 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6218 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280128.000000 Penalty: 199966.156250
Iteration 319Q: 61 clusters Score -1.172801e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32781 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34688 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 35542 members 
Mstep: Class 25 contains 30459 members 
Mstep: Class 26 contains 3153 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10410 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29372 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7785 members 
Mstep: Class 43 contains 14768 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35416 members 
Mstep: Class 50 contains 2264 members 
Mstep: Class 51 contains 6194 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14281 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280248.000000 Penalty: 199966.156250
Iteration 320F: 61 clusters Score -1.172802e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32806 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8830 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37726 members 
Mstep: Class 20 contains 38359 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34692 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 35536 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29377 members 
Mstep: Class 41 contains 6446 members 
Mstep: Class 42 contains 7784 members 
Mstep: Class 43 contains 14748 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39537 members 
Mstep: Class 49 contains 35418 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 6186 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14866 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14280 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280312.000000 Penalty: 199966.156250
Iteration 321Q: 61 clusters Score -1.172803e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 38271 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32835 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8832 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37726 members 
Mstep: Class 20 contains 38355 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34694 members 
Mstep: Class 23 contains 3224 members 
Mstep: Class 24 contains 35544 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10401 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29384 members 
Mstep: Class 41 contains 6441 members 
Mstep: Class 42 contains 7783 members 
Mstep: Class 43 contains 14714 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35419 members 
Mstep: Class 50 contains 2259 members 
Mstep: Class 51 contains 6181 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14865 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14286 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280208.000000 Penalty: 199966.156250
Iteration 322Q: 61 clusters Score -1.172802e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32335 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32859 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8834 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37728 members 
Mstep: Class 20 contains 38354 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34694 members 
Mstep: Class 23 contains 3228 members 
Mstep: Class 24 contains 35538 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4056 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10394 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29395 members 
Mstep: Class 41 contains 6436 members 
Mstep: Class 42 contains 7782 members 
Mstep: Class 43 contains 14687 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35418 members 
Mstep: Class 50 contains 2254 members 
Mstep: Class 51 contains 6181 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14865 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14293 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280224.000000 Penalty: 199966.156250
Iteration 323Q: 61 clusters Score -1.172802e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 38267 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32883 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 37728 members 
Mstep: Class 20 contains 38349 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34693 members 
Mstep: Class 23 contains 3231 members 
Mstep: Class 24 contains 35536 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4052 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10397 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29399 members 
Mstep: Class 41 contains 6425 members 
Mstep: Class 42 contains 7783 members 
Mstep: Class 43 contains 14659 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35418 members 
Mstep: Class 50 contains 2255 members 
Mstep: Class 51 contains 6185 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14866 members 
Mstep: Class 57 contains 3432 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14305 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280200.000000 Penalty: 199966.156250
Iteration 324Q: 61 clusters Score -1.172802e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32899 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 11382 members 
Mstep: Class 19 contains 37729 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34685 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 35538 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4046 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10393 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29402 members 
Mstep: Class 41 contains 6423 members 
Mstep: Class 42 contains 7784 members 
Mstep: Class 43 contains 14641 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35420 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 6185 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14868 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14315 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280120.000000 Penalty: 199966.156250
Iteration 325Q: 61 clusters Score -1.172801e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32910 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37725 members 
Mstep: Class 20 contains 38338 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 34682 members 
Mstep: Class 23 contains 3229 members 
Mstep: Class 24 contains 35533 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4046 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10385 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7119 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29416 members 
Mstep: Class 41 contains 6420 members 
Mstep: Class 42 contains 7782 members 
Mstep: Class 43 contains 14630 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39538 members 
Mstep: Class 49 contains 35423 members 
Mstep: Class 50 contains 2251 members 
Mstep: Class 51 contains 6182 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14872 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14325 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280032.000000 Penalty: 199966.156250
Iteration 326Q: 61 clusters Score -1.1728e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32918 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8849 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 38337 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34680 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 35525 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4042 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10379 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7119 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29421 members 
Mstep: Class 41 contains 6419 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 14625 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8259 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35421 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14874 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14332 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280064.000000 Penalty: 199966.156250
Iteration 327Q: 61 clusters Score -1.172801e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32925 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37720 members 
Mstep: Class 20 contains 38324 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34679 members 
Mstep: Class 23 contains 3231 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4037 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10379 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29429 members 
Mstep: Class 41 contains 6420 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 14617 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35414 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6196 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14878 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14337 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280048.000000 Penalty: 199966.156250
Iteration 328Q: 61 clusters Score -1.1728e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32930 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37720 members 
Mstep: Class 20 contains 38316 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34679 members 
Mstep: Class 23 contains 3232 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4031 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10382 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29437 members 
Mstep: Class 41 contains 6415 members 
Mstep: Class 42 contains 7780 members 
Mstep: Class 43 contains 14609 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35412 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6194 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14880 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14341 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280048.000000 Penalty: 199966.156250
Iteration 329Q: 61 clusters Score -1.1728e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32932 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8866 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37717 members 
Mstep: Class 20 contains 38314 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 34678 members 
Mstep: Class 23 contains 3232 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4026 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10384 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29439 members 
Mstep: Class 41 contains 6416 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14607 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35409 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14885 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14344 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280168.000000 Penalty: 199966.156250
Iteration 330Q: 61 clusters Score -1.172802e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32935 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37710 members 
Mstep: Class 20 contains 38310 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 34675 members 
Mstep: Class 23 contains 3233 members 
Mstep: Class 24 contains 35518 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4023 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29443 members 
Mstep: Class 41 contains 6411 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14602 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6192 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14887 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14350 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280176.000000 Penalty: 199966.156250
Iteration 331Q: 61 clusters Score -1.172802e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38278 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32940 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 38302 members 
Mstep: Class 21 contains 29053 members 
Mstep: Class 22 contains 34669 members 
Mstep: Class 23 contains 3233 members 
Mstep: Class 24 contains 35516 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10090 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10389 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34006 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29450 members 
Mstep: Class 41 contains 6403 members 
Mstep: Class 42 contains 7780 members 
Mstep: Class 43 contains 14596 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39544 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14889 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14362 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280176.000000 Penalty: 199966.156250
Iteration 332Q: 61 clusters Score -1.172802e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38278 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32943 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 8872 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37694 members 
Mstep: Class 20 contains 38304 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34667 members 
Mstep: Class 23 contains 3234 members 
Mstep: Class 24 contains 35511 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10089 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29458 members 
Mstep: Class 41 contains 6398 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 14592 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13064 members 
Mstep: Class 59 contains 14367 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280280.000000 Penalty: 199966.156250
Iteration 333Q: 61 clusters Score -1.172803e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32334 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32946 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 11383 members 
Mstep: Class 19 contains 37689 members 
Mstep: Class 20 contains 38292 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34662 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 35510 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10384 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29466 members 
Mstep: Class 41 contains 6398 members 
Mstep: Class 42 contains 7780 members 
Mstep: Class 43 contains 14589 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2251 members 
Mstep: Class 51 contains 6186 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14899 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14375 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280120.000000 Penalty: 199966.156250
Iteration 334Q: 61 clusters Score -1.172801e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32336 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38281 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 37683 members 
Mstep: Class 20 contains 38287 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34658 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 35508 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10380 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29476 members 
Mstep: Class 41 contains 6396 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 14586 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2252 members 
Mstep: Class 51 contains 6183 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14901 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 14386 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280200.000000 Penalty: 199966.156250
Iteration 335Q: 61 clusters Score -1.172802e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32338 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8877 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 38281 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34656 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 35503 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10087 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10376 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29486 members 
Mstep: Class 41 contains 6393 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14586 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2255 members 
Mstep: Class 51 contains 6185 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14905 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14395 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280368.000000 Penalty: 199966.156250
Iteration 336Q: 61 clusters Score -1.172804e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32336 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 37672 members 
Mstep: Class 20 contains 38274 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34655 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 35493 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10374 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29496 members 
Mstep: Class 41 contains 6392 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14587 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6184 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14909 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14407 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280408.000000 Penalty: 199966.156250
Iteration 337Q: 61 clusters Score -1.172804e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32336 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38279 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8880 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 38264 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34655 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 35488 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4010 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7998 members 
Mstep: Class 35 contains 10373 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29500 members 
Mstep: Class 41 contains 6390 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14587 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14914 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14414 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280368.000000 Penalty: 199966.156250
Iteration 338Q: 61 clusters Score -1.172804e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32948 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8880 members 
Mstep: Class 18 contains 11385 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 38266 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34651 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 35490 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4009 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7997 members 
Mstep: Class 35 contains 10369 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29503 members 
Mstep: Class 41 contains 6384 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14587 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2253 members 
Mstep: Class 51 contains 6186 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14916 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13061 members 
Mstep: Class 59 contains 14423 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280480.000000 Penalty: 199966.156250
Iteration 339Q: 61 clusters Score -1.172805e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38271 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32947 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34648 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 35486 members 
Mstep: Class 25 contains 30457 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4009 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7997 members 
Mstep: Class 35 contains 10365 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29511 members 
Mstep: Class 41 contains 6385 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14587 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2248 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14916 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13061 members 
Mstep: Class 59 contains 14434 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280592.000000 Penalty: 199966.156250
Iteration 340F: 61 clusters Score -1.172806e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32949 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 11387 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34645 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 35486 members 
Mstep: Class 25 contains 30456 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4008 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7997 members 
Mstep: Class 35 contains 10360 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29517 members 
Mstep: Class 41 contains 6383 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14586 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35391 members 
Mstep: Class 50 contains 2251 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14917 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13061 members 
Mstep: Class 59 contains 14433 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280648.000000 Penalty: 199966.156250
Iteration 341Q: 61 clusters Score -1.172806e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32951 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 38262 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34644 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 35488 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3999 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7997 members 
Mstep: Class 35 contains 10352 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29524 members 
Mstep: Class 41 contains 6379 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14587 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39538 members 
Mstep: Class 49 contains 35387 members 
Mstep: Class 50 contains 2258 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14921 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13062 members 
Mstep: Class 59 contains 14436 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280400.000000 Penalty: 199966.156250
Iteration 342Q: 61 clusters Score -1.172804e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32953 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 35491 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3997 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10344 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29537 members 
Mstep: Class 41 contains 6372 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14585 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39536 members 
Mstep: Class 49 contains 35389 members 
Mstep: Class 50 contains 2260 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14922 members 
Mstep: Class 57 contains 3438 members 
Mstep: Class 58 contains 13061 members 
Mstep: Class 59 contains 14444 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280520.000000 Penalty: 199966.156250
Iteration 343Q: 61 clusters Score -1.172805e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38270 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32954 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8886 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 37658 members 
Mstep: Class 20 contains 38248 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34636 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 35502 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3994 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10342 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29548 members 
Mstep: Class 41 contains 6361 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14585 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39537 members 
Mstep: Class 49 contains 35387 members 
Mstep: Class 50 contains 2261 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14923 members 
Mstep: Class 57 contains 3439 members 
Mstep: Class 58 contains 13060 members 
Mstep: Class 59 contains 14449 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280528.000000 Penalty: 199966.156250
Iteration 344Q: 61 clusters Score -1.172805e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32956 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8888 members 
Mstep: Class 18 contains 11390 members 
Mstep: Class 19 contains 37658 members 
Mstep: Class 20 contains 38245 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34634 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 35505 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3993 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10341 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 29549 members 
Mstep: Class 41 contains 6354 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14583 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39537 members 
Mstep: Class 49 contains 35384 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14922 members 
Mstep: Class 57 contains 3438 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14455 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280520.000000 Penalty: 199966.156250
Iteration 345Q: 61 clusters Score -1.172805e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 32331 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32959 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8890 members 
Mstep: Class 18 contains 11392 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 38240 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34633 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 35503 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3991 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10344 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29551 members 
Mstep: Class 41 contains 6346 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14581 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8260 members 
Mstep: Class 48 contains 39538 members 
Mstep: Class 49 contains 35386 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14923 members 
Mstep: Class 57 contains 3438 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14464 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280416.000000 Penalty: 199966.156250
Iteration 346Q: 61 clusters Score -1.172804e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32960 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 11395 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34631 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 35499 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3991 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10351 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29555 members 
Mstep: Class 41 contains 6342 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14580 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39538 members 
Mstep: Class 49 contains 35387 members 
Mstep: Class 50 contains 2270 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14926 members 
Mstep: Class 57 contains 3439 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14470 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280464.000000 Penalty: 199966.156250
Iteration 347Q: 61 clusters Score -1.172805e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32961 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34634 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 35490 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3994 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29559 members 
Mstep: Class 41 contains 6334 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4633 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35385 members 
Mstep: Class 50 contains 2270 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14927 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14475 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280456.000000 Penalty: 199966.156250
Iteration 348Q: 61 clusters Score -1.172805e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 32330 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32961 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 38223 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34631 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 35490 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10361 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29558 members 
Mstep: Class 41 contains 6326 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35388 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14929 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14480 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280448.000000 Penalty: 199966.156250
Iteration 349Q: 61 clusters Score -1.172804e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 32329 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38278 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32961 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34634 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 35492 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4004 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7995 members 
Mstep: Class 35 contains 10358 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29561 members 
Mstep: Class 41 contains 6316 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35388 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14932 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 13059 members 
Mstep: Class 59 contains 14486 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280424.000000 Penalty: 199966.156250
Iteration 350Q: 61 clusters Score -1.172804e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32327 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 38278 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32961 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 35490 members 
Mstep: Class 25 contains 30453 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7996 members 
Mstep: Class 35 contains 10354 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29563 members 
Mstep: Class 41 contains 6308 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14580 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35388 members 
Mstep: Class 50 contains 2267 members 
Mstep: Class 51 contains 6192 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14933 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 13058 members 
Mstep: Class 59 contains 14493 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280472.000000 Penalty: 199966.156250
Iteration 351Q: 61 clusters Score -1.172805e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32328 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32963 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8896 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34638 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 35489 members 
Mstep: Class 25 contains 30451 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4023 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7995 members 
Mstep: Class 35 contains 10349 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29569 members 
Mstep: Class 41 contains 6304 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35387 members 
Mstep: Class 50 contains 2263 members 
Mstep: Class 51 contains 6193 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14933 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13058 members 
Mstep: Class 59 contains 14496 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280504.000000 Penalty: 199966.156250
Iteration 352Q: 61 clusters Score -1.172805e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2834 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32963 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8904 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 38219 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34640 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 35481 members 
Mstep: Class 25 contains 30450 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 4027 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7995 members 
Mstep: Class 35 contains 10349 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34012 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29577 members 
Mstep: Class 41 contains 6292 members 
Mstep: Class 42 contains 7779 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4635 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35386 members 
Mstep: Class 50 contains 2263 members 
Mstep: Class 51 contains 6192 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14933 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14500 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280552.000000 Penalty: 199966.156250
Iteration 353Q: 61 clusters Score -1.172806e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32963 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34641 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 35469 members 
Mstep: Class 25 contains 30448 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 4029 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7995 members 
Mstep: Class 35 contains 10342 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34013 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29584 members 
Mstep: Class 41 contains 6289 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14579 members 
Mstep: Class 44 contains 4636 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35391 members 
Mstep: Class 50 contains 2264 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14936 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 13055 members 
Mstep: Class 59 contains 14503 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280368.000000 Penalty: 199966.156250
Iteration 354Q: 61 clusters Score -1.172804e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32964 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37629 members 
Mstep: Class 20 contains 38230 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34638 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 35463 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4025 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7995 members 
Mstep: Class 35 contains 10336 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34013 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29593 members 
Mstep: Class 41 contains 6283 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 14577 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35392 members 
Mstep: Class 50 contains 2266 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14937 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 13054 members 
Mstep: Class 59 contains 14506 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280336.000000 Penalty: 199966.156250
Iteration 355Q: 61 clusters Score -1.172803e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 32326 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32964 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 38225 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34639 members 
Mstep: Class 23 contains 3265 members 
Mstep: Class 24 contains 35459 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4026 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7994 members 
Mstep: Class 35 contains 10332 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34011 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29600 members 
Mstep: Class 41 contains 6282 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14578 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39541 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2268 members 
Mstep: Class 51 contains 6191 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14940 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13055 members 
Mstep: Class 59 contains 14514 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280584.000000 Penalty: 199966.156250
Iteration 356Q: 61 clusters Score -1.172806e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15114 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32967 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34639 members 
Mstep: Class 23 contains 3260 members 
Mstep: Class 24 contains 35458 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10336 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29602 members 
Mstep: Class 41 contains 6274 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14575 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14941 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13055 members 
Mstep: Class 59 contains 14516 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280464.000000 Penalty: 199966.156250
Iteration 357Q: 61 clusters Score -1.172805e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38275 members 
Mstep: Class 7 contains 15114 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32969 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37624 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34639 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 35457 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10332 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29608 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14572 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2276 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14942 members 
Mstep: Class 57 contains 3434 members 
Mstep: Class 58 contains 13055 members 
Mstep: Class 59 contains 14518 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280464.000000 Penalty: 199966.156250
Iteration 358Q: 61 clusters Score -1.172805e+08 nChanged 111
Entering ConstructFrom: 
Score: -117280464.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60362.074219 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60362.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60635.214844 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60635.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60735.425781 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60735.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60761.648438 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60761.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60778.351562 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60778.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60804.964844 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60804.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60826.765625 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -60826.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60831.695312 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -60831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60835.593750 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -60835.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60874.511719 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -60874.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60911.167969 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -60911.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60920.074219 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -60920.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60930.250000 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -60930.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60947.304688 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -60947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60957.617188 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -60957.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60959.507812 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -60959.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60978.562500 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -60978.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61035.671875 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61035.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61108.671875 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -61108.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61159.214844 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -61159.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61188.902344 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -61188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61224.542969 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -61224.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61278.148438 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -61278.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61320.550781 Penalty: 2995.966309
	Iteration 23Q: 3 clusters Score -61320.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61346.707031 Penalty: 2995.966309
	Iteration 24Q: 3 clusters Score -61346.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61371.238281 Penalty: 2995.966309
	Iteration 25Q: 3 clusters Score -61371.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61375.527344 Penalty: 2995.966309
	Iteration 26Q: 3 clusters Score -61375.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61393.683594 Penalty: 2995.966309
	Iteration 27Q: 3 clusters Score -61393.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61395.425781 Penalty: 2995.966309
	Iteration 28Q: 3 clusters Score -61395.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61396.675781 Penalty: 2995.966309
	Iteration 29Q: 3 clusters Score -61396.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61396.675781 Penalty: 2995.966309
	Iteration 30F: 3 clusters Score -61396.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -503540.906250 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -503540.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -500369.375000 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -500369.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -501168.593750 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -501168.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -501517.343750 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -501517.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -501696.468750 Penalty: 3942.749268
	Iteration 3F: 3 clusters Score -501696.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -501830.781250 Penalty: 3942.749268
	Iteration 4F: 3 clusters Score -501830.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -501953.250000 Penalty: 3942.749268
	Iteration 5Q: 3 clusters Score -501953.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -502068.562500 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -502068.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -502163.968750 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -502164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -502248.531250 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -502248.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -502329.375000 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -502329.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -502434.812500 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -502434.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -502535.062500 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -502535.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -502600.656250 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -502600.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -502634.718750 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -502634.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -502660.906250 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -502660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -502675.656250 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -502675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -502686.531250 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -502686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -502694.937500 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -502694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -502703.468750 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -502703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -502712.093750 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -502712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -502715.750000 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -502715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -502719.437500 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -502719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -502724.062500 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -502724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -502728.093750 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -502728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -502730.843750 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -502730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -502734.187500 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -502734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -502736.093750 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -502736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -502740.531250 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -502740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -502740.500000 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -502740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -502742.781250 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -502742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -502742.781250 Penalty: 3942.749268
	Iteration 30F: 3 clusters Score -502742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Entering Unmasked Estep 
Score: -2199767.000000 Penalty: 2347.699951
	Iteration 0F: 2 clusters Score -2199767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2190202.000000 Penalty: 4695.399902
	Iteration 0F: 3 clusters Score -2190202 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2193325.750000 Penalty: 4695.399902
	Iteration 1F: 3 clusters Score -2193326 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2193924.250000 Penalty: 4695.399902
	Iteration 2F: 3 clusters Score -2193924 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2194533.750000 Penalty: 4695.399902
	Iteration 3F: 3 clusters Score -2194534 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2195162.000000 Penalty: 4695.399902
	Iteration 4F: 3 clusters Score -2195162 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2195780.500000 Penalty: 4695.399902
	Iteration 5F: 3 clusters Score -2195780 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2196337.000000 Penalty: 4695.399902
	Iteration 6F: 3 clusters Score -2196337 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2196811.750000 Penalty: 4695.399902
	Iteration 7F: 3 clusters Score -2196812 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2197196.500000 Penalty: 4695.399902
	Iteration 8Q: 3 clusters Score -2197196 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2197480.000000 Penalty: 4695.399902
	Iteration 9Q: 3 clusters Score -2197480 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2197671.500000 Penalty: 4695.399902
	Iteration 10Q: 3 clusters Score -2197672 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2197846.000000 Penalty: 4695.399902
	Iteration 11Q: 3 clusters Score -2197846 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2198012.750000 Penalty: 4695.399902
	Iteration 12Q: 3 clusters Score -2198013 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2198155.250000 Penalty: 4695.399902
	Iteration 13Q: 3 clusters Score -2198155 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2198303.500000 Penalty: 4695.399902
	Iteration 14Q: 3 clusters Score -2198304 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2198464.250000 Penalty: 4695.399902
	Iteration 15Q: 3 clusters Score -2198464 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2198609.000000 Penalty: 4695.399902
	Iteration 16Q: 3 clusters Score -2198609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2198761.500000 Penalty: 4695.399902
	Iteration 17Q: 3 clusters Score -2198762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2198896.250000 Penalty: 4695.399902
	Iteration 18Q: 3 clusters Score -2198896 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2199014.750000 Penalty: 4695.399902
	Iteration 19Q: 3 clusters Score -2199015 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2199113.000000 Penalty: 4695.399902
	Iteration 20F: 3 clusters Score -2199113 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2199185.000000 Penalty: 4695.399902
	Iteration 21Q: 3 clusters Score -2199185 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2199244.750000 Penalty: 4695.399902
	Iteration 22Q: 3 clusters Score -2199245 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2199304.000000 Penalty: 4695.399902
	Iteration 23Q: 3 clusters Score -2199304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2199356.750000 Penalty: 4695.399902
	Iteration 24Q: 3 clusters Score -2199357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2199408.750000 Penalty: 4695.399902
	Iteration 25Q: 3 clusters Score -2199409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2199433.250000 Penalty: 4695.399902
	Iteration 26Q: 3 clusters Score -2199433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2199452.250000 Penalty: 4695.399902
	Iteration 27Q: 3 clusters Score -2199452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2199479.000000 Penalty: 4695.399902
	Iteration 28Q: 3 clusters Score -2199479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2199496.750000 Penalty: 4695.399902
	Iteration 29Q: 3 clusters Score -2199497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2199509.500000 Penalty: 4695.399902
	Iteration 30Q: 3 clusters Score -2199510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2199528.250000 Penalty: 4695.399902
	Iteration 31Q: 3 clusters Score -2199528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2199549.500000 Penalty: 4695.399902
	Iteration 32Q: 3 clusters Score -2199550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2199562.000000 Penalty: 4695.399902
	Iteration 33Q: 3 clusters Score -2199562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2199572.000000 Penalty: 4695.399902
	Iteration 34Q: 3 clusters Score -2199572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2199579.500000 Penalty: 4695.399902
	Iteration 35Q: 3 clusters Score -2199580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2199598.000000 Penalty: 4695.399902
	Iteration 36Q: 3 clusters Score -2199598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2199606.000000 Penalty: 4695.399902
	Iteration 37Q: 3 clusters Score -2199606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2199614.250000 Penalty: 4695.399902
	Iteration 38Q: 3 clusters Score -2199614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2199628.500000 Penalty: 4695.399902
	Iteration 39Q: 3 clusters Score -2199628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2199631.000000 Penalty: 4695.399902
	Iteration 40F: 3 clusters Score -2199631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2199630.000000 Penalty: 4695.399902
	Iteration 41Q: 3 clusters Score -2199630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2199641.250000 Penalty: 4695.399902
	Iteration 42Q: 3 clusters Score -2199641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2199644.250000 Penalty: 4695.399902
	Iteration 43Q: 3 clusters Score -2199644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2199649.250000 Penalty: 4695.399902
	Iteration 44Q: 3 clusters Score -2199649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2199656.750000 Penalty: 4695.399902
	Iteration 45Q: 3 clusters Score -2199657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2199655.250000 Penalty: 4695.399902
	Iteration 46Q: 3 clusters Score -2199655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2199656.500000 Penalty: 4695.399902
	Iteration 47Q: 3 clusters Score -2199656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2199656.500000 Penalty: 4695.399902
	Iteration 48Q: 3 clusters Score -2199656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2199659.500000 Penalty: 4695.399902
	Iteration 49Q: 3 clusters Score -2199660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2199656.000000 Penalty: 4695.399902
	Iteration 50Q: 3 clusters Score -2199656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2199663.500000 Penalty: 4695.399902
	Iteration 51Q: 3 clusters Score -2199664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2199659.750000 Penalty: 4695.399902
	Iteration 52Q: 3 clusters Score -2199660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2199663.750000 Penalty: 4695.399902
	Iteration 53Q: 3 clusters Score -2199664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2199663.500000 Penalty: 4695.399902
	Iteration 54Q: 3 clusters Score -2199664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2199662.250000 Penalty: 4695.399902
	Iteration 55Q: 3 clusters Score -2199662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2199662.250000 Penalty: 4695.399902
	Iteration 56F: 3 clusters Score -2199662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Entering Unmasked Estep 
Score: -5724398.000000 Penalty: 2575.093506
	Iteration 0F: 2 clusters Score -5724398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5702293.500000 Penalty: 5150.187012
	Iteration 0F: 3 clusters Score -5702294 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5710294.000000 Penalty: 5150.187012
	Iteration 1F: 3 clusters Score -5710294 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -5710796.500000 Penalty: 5150.187012
	Iteration 2Q: 3 clusters Score -5710796 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5711234.500000 Penalty: 5150.187012
	Iteration 3Q: 3 clusters Score -5711234 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5711646.000000 Penalty: 5150.187012
	Iteration 4Q: 3 clusters Score -5711646 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5712144.500000 Penalty: 5150.187012
	Iteration 5Q: 3 clusters Score -5712144 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5712639.500000 Penalty: 5150.187012
	Iteration 6Q: 3 clusters Score -5712640 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -5713393.500000 Penalty: 5150.187012
	Iteration 7Q: 3 clusters Score -5713394 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5714323.500000 Penalty: 5150.187012
	Iteration 8F: 3 clusters Score -5714324 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5715406.000000 Penalty: 5150.187012
	Iteration 9F: 3 clusters Score -5715406 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5716653.500000 Penalty: 5150.187012
	Iteration 10F: 3 clusters Score -5716654 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5717969.000000 Penalty: 5150.187012
	Iteration 11F: 3 clusters Score -5717969 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5719136.000000 Penalty: 5150.187012
	Iteration 12Q: 3 clusters Score -5719136 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -5720151.500000 Penalty: 5150.187012
	Iteration 13Q: 3 clusters Score -5720152 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5720937.000000 Penalty: 5150.187012
	Iteration 14Q: 3 clusters Score -5720937 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5721404.000000 Penalty: 5150.187012
	Iteration 15Q: 3 clusters Score -5721404 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -5721707.000000 Penalty: 5150.187012
	Iteration 16Q: 3 clusters Score -5721707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -5721896.000000 Penalty: 5150.187012
	Iteration 17Q: 3 clusters Score -5721896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5721974.000000 Penalty: 5150.187012
	Iteration 18Q: 3 clusters Score -5721974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5722020.000000 Penalty: 5150.187012
	Iteration 19Q: 3 clusters Score -5722020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5722056.000000 Penalty: 5150.187012
	Iteration 20F: 3 clusters Score -5722056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -5722082.000000 Penalty: 5150.187012
	Iteration 21Q: 3 clusters Score -5722082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -5722096.500000 Penalty: 5150.187012
	Iteration 22Q: 3 clusters Score -5722096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -5722106.500000 Penalty: 5150.187012
	Iteration 23Q: 3 clusters Score -5722106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5722105.500000 Penalty: 5150.187012
	Iteration 24Q: 3 clusters Score -5722106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5722114.500000 Penalty: 5150.187012
	Iteration 25Q: 3 clusters Score -5722114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5722115.000000 Penalty: 5150.187012
	Iteration 26Q: 3 clusters Score -5722115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5722124.500000 Penalty: 5150.187012
	Iteration 27Q: 3 clusters Score -5722124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5722135.500000 Penalty: 5150.187012
	Iteration 28Q: 3 clusters Score -5722136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -5722140.000000 Penalty: 5150.187012
	Iteration 29Q: 3 clusters Score -5722140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -5722129.500000 Penalty: 5150.187012
	Iteration 30Q: 3 clusters Score -5722130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5722142.000000 Penalty: 5150.187012
	Iteration 31Q: 3 clusters Score -5722142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -5722148.500000 Penalty: 5150.187012
	Iteration 32Q: 3 clusters Score -5722148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5722148.000000 Penalty: 5150.187012
	Iteration 33Q: 3 clusters Score -5722148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5722160.500000 Penalty: 5150.187012
	Iteration 34Q: 3 clusters Score -5722160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -5722159.500000 Penalty: 5150.187012
	Iteration 35Q: 3 clusters Score -5722160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5722157.000000 Penalty: 5150.187012
	Iteration 36Q: 3 clusters Score -5722157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5722157.000000 Penalty: 5150.187012
	Iteration 37F: 3 clusters Score -5722157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -384795.187500 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -384795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -382054.312500 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -382054.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -382654.375000 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -382654.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -382878.562500 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -382878.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383053.062500 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -383053.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -383207.656250 Penalty: 3831.106445
	Iteration 4F: 3 clusters Score -383207.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -383358.937500 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -383358.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -383498.250000 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -383498.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -383628.250000 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -383628.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -383712.937500 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -383712.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -383769.093750 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -383769.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -383808.656250 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -383808.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -383835.031250 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -383835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -383844.437500 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -383844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -383852.281250 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -383852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -383855.218750 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -383855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -383857.250000 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -383857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -383857.187500 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -383857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -383859.375000 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -383859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -383861.437500 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -383861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -383861.437500 Penalty: 3831.106445
	Iteration 19F: 3 clusters Score -383861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -6909025.500000 Penalty: 2617.020020
	Iteration 0F: 2 clusters Score -6909026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -6884190.000000 Penalty: 5234.040039
	Iteration 0F: 3 clusters Score -6884190 nChanged 17443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -6893904.500000 Penalty: 5234.040039
	Iteration 1F: 3 clusters Score -6893904 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -6894315.500000 Penalty: 5234.040039
	Iteration 2Q: 3 clusters Score -6894316 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6894702.500000 Penalty: 5234.040039
	Iteration 3Q: 3 clusters Score -6894702 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6895068.000000 Penalty: 5234.040039
	Iteration 4Q: 3 clusters Score -6895068 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6895452.000000 Penalty: 5234.040039
	Iteration 5Q: 3 clusters Score -6895452 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6895920.000000 Penalty: 5234.040039
	Iteration 6Q: 3 clusters Score -6895920 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -6896487.000000 Penalty: 5234.040039
	Iteration 7Q: 3 clusters Score -6896487 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6897312.000000 Penalty: 5234.040039
	Iteration 8Q: 3 clusters Score -6897312 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -6898430.000000 Penalty: 5234.040039
	Iteration 9Q: 3 clusters Score -6898430 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -6899689.500000 Penalty: 5234.040039
	Iteration 10F: 3 clusters Score -6899690 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -6901041.500000 Penalty: 5234.040039
	Iteration 11F: 3 clusters Score -6901042 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -6902355.500000 Penalty: 5234.040039
	Iteration 12Q: 3 clusters Score -6902356 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -6903831.500000 Penalty: 5234.040039
	Iteration 13Q: 3 clusters Score -6903832 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6905008.000000 Penalty: 5234.040039
	Iteration 14Q: 3 clusters Score -6905008 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6905788.500000 Penalty: 5234.040039
	Iteration 15Q: 3 clusters Score -6905788 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6906268.000000 Penalty: 5234.040039
	Iteration 16Q: 3 clusters Score -6906268 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6906601.500000 Penalty: 5234.040039
	Iteration 17Q: 3 clusters Score -6906602 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6906730.000000 Penalty: 5234.040039
	Iteration 18Q: 3 clusters Score -6906730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6906802.500000 Penalty: 5234.040039
	Iteration 19Q: 3 clusters Score -6906802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6906854.000000 Penalty: 5234.040039
	Iteration 20F: 3 clusters Score -6906854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6906882.000000 Penalty: 5234.040039
	Iteration 21Q: 3 clusters Score -6906882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6906899.500000 Penalty: 5234.040039
	Iteration 22Q: 3 clusters Score -6906900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6906911.000000 Penalty: 5234.040039
	Iteration 23Q: 3 clusters Score -6906911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6906926.500000 Penalty: 5234.040039
	Iteration 24Q: 3 clusters Score -6906926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6906934.500000 Penalty: 5234.040039
	Iteration 25Q: 3 clusters Score -6906934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6906938.500000 Penalty: 5234.040039
	Iteration 26Q: 3 clusters Score -6906938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6906937.500000 Penalty: 5234.040039
	Iteration 27Q: 3 clusters Score -6906938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6906937.500000 Penalty: 5234.040039
	Iteration 28F: 3 clusters Score -6906938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Entering Unmasked Estep 
Score: -2567164.250000 Penalty: 2386.613770
	Iteration 0F: 2 clusters Score -2567164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2556240.000000 Penalty: 4773.227539
	Iteration 0F: 3 clusters Score -2556240 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2559790.750000 Penalty: 4773.227539
	Iteration 1F: 3 clusters Score -2559791 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2560243.000000 Penalty: 4773.227539
	Iteration 2F: 3 clusters Score -2560243 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2560721.750000 Penalty: 4773.227539
	Iteration 3F: 3 clusters Score -2560722 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2561150.750000 Penalty: 4773.227539
	Iteration 4F: 3 clusters Score -2561151 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2561590.750000 Penalty: 4773.227539
	Iteration 5F: 3 clusters Score -2561591 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2562032.500000 Penalty: 4773.227539
	Iteration 6Q: 3 clusters Score -2562032 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2562480.000000 Penalty: 4773.227539
	Iteration 7Q: 3 clusters Score -2562480 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2562886.500000 Penalty: 4773.227539
	Iteration 8Q: 3 clusters Score -2562886 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2563290.500000 Penalty: 4773.227539
	Iteration 9Q: 3 clusters Score -2563290 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2563660.000000 Penalty: 4773.227539
	Iteration 10Q: 3 clusters Score -2563660 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2564004.250000 Penalty: 4773.227539
	Iteration 11Q: 3 clusters Score -2564004 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2564278.500000 Penalty: 4773.227539
	Iteration 12Q: 3 clusters Score -2564278 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2564509.500000 Penalty: 4773.227539
	Iteration 13Q: 3 clusters Score -2564510 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2564664.500000 Penalty: 4773.227539
	Iteration 14Q: 3 clusters Score -2564664 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2564769.750000 Penalty: 4773.227539
	Iteration 15Q: 3 clusters Score -2564770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2564853.500000 Penalty: 4773.227539
	Iteration 16Q: 3 clusters Score -2564854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2564901.750000 Penalty: 4773.227539
	Iteration 17Q: 3 clusters Score -2564902 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2564943.250000 Penalty: 4773.227539
	Iteration 18Q: 3 clusters Score -2564943 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2564987.500000 Penalty: 4773.227539
	Iteration 19Q: 3 clusters Score -2564988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2565020.250000 Penalty: 4773.227539
	Iteration 20F: 3 clusters Score -2565020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2565049.500000 Penalty: 4773.227539
	Iteration 21Q: 3 clusters Score -2565050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2565103.750000 Penalty: 4773.227539
	Iteration 22Q: 3 clusters Score -2565104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2565129.750000 Penalty: 4773.227539
	Iteration 23Q: 3 clusters Score -2565130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2565154.750000 Penalty: 4773.227539
	Iteration 24Q: 3 clusters Score -2565155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2565184.250000 Penalty: 4773.227539
	Iteration 25Q: 3 clusters Score -2565184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2565205.250000 Penalty: 4773.227539
	Iteration 26Q: 3 clusters Score -2565205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2565219.500000 Penalty: 4773.227539
	Iteration 27Q: 3 clusters Score -2565220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2565250.500000 Penalty: 4773.227539
	Iteration 28Q: 3 clusters Score -2565250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2565266.250000 Penalty: 4773.227539
	Iteration 29Q: 3 clusters Score -2565266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2565292.250000 Penalty: 4773.227539
	Iteration 30Q: 3 clusters Score -2565292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2565316.250000 Penalty: 4773.227539
	Iteration 31Q: 3 clusters Score -2565316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2565327.500000 Penalty: 4773.227539
	Iteration 32Q: 3 clusters Score -2565328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2565345.500000 Penalty: 4773.227539
	Iteration 33Q: 3 clusters Score -2565346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2565352.250000 Penalty: 4773.227539
	Iteration 34Q: 3 clusters Score -2565352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2565364.250000 Penalty: 4773.227539
	Iteration 35Q: 3 clusters Score -2565364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2565366.750000 Penalty: 4773.227539
	Iteration 36Q: 3 clusters Score -2565367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2565369.250000 Penalty: 4773.227539
	Iteration 37Q: 3 clusters Score -2565369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2565394.500000 Penalty: 4773.227539
	Iteration 38Q: 3 clusters Score -2565394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2565408.500000 Penalty: 4773.227539
	Iteration 39Q: 3 clusters Score -2565408 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2565439.750000 Penalty: 4773.227539
	Iteration 40F: 3 clusters Score -2565440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2565455.250000 Penalty: 4773.227539
	Iteration 41Q: 3 clusters Score -2565455 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2565493.500000 Penalty: 4773.227539
	Iteration 42Q: 3 clusters Score -2565494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2565535.000000 Penalty: 4773.227539
	Iteration 43Q: 3 clusters Score -2565535 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2565578.500000 Penalty: 4773.227539
	Iteration 44Q: 3 clusters Score -2565578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2565615.500000 Penalty: 4773.227539
	Iteration 45Q: 3 clusters Score -2565616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2565654.250000 Penalty: 4773.227539
	Iteration 46Q: 3 clusters Score -2565654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2565682.500000 Penalty: 4773.227539
	Iteration 47Q: 3 clusters Score -2565682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2565709.250000 Penalty: 4773.227539
	Iteration 48Q: 3 clusters Score -2565709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2565726.250000 Penalty: 4773.227539
	Iteration 49Q: 3 clusters Score -2565726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2565725.000000 Penalty: 4773.227539
	Iteration 50Q: 3 clusters Score -2565725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2565736.250000 Penalty: 4773.227539
	Iteration 51Q: 3 clusters Score -2565736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2565751.250000 Penalty: 4773.227539
	Iteration 52Q: 3 clusters Score -2565751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2565763.000000 Penalty: 4773.227539
	Iteration 53Q: 3 clusters Score -2565763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2565761.500000 Penalty: 4773.227539
	Iteration 54Q: 3 clusters Score -2565762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2565760.000000 Penalty: 4773.227539
	Iteration 55Q: 3 clusters Score -2565760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2565762.250000 Penalty: 4773.227539
	Iteration 56Q: 3 clusters Score -2565762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2565762.500000 Penalty: 4773.227539
	Iteration 57Q: 3 clusters Score -2565762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2565770.500000 Penalty: 4773.227539
	Iteration 58Q: 3 clusters Score -2565770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2565774.750000 Penalty: 4773.227539
	Iteration 59Q: 3 clusters Score -2565775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2565779.000000 Penalty: 4773.227539
	Iteration 60F: 3 clusters Score -2565779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2565783.250000 Penalty: 4773.227539
	Iteration 61Q: 3 clusters Score -2565783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2565780.500000 Penalty: 4773.227539
	Iteration 62Q: 3 clusters Score -2565780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2565791.250000 Penalty: 4773.227539
	Iteration 63Q: 3 clusters Score -2565791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2565787.250000 Penalty: 4773.227539
	Iteration 64Q: 3 clusters Score -2565787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2565795.250000 Penalty: 4773.227539
	Iteration 65Q: 3 clusters Score -2565795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2565798.000000 Penalty: 4773.227539
	Iteration 66Q: 3 clusters Score -2565798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2565805.250000 Penalty: 4773.227539
	Iteration 67Q: 3 clusters Score -2565805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2565810.500000 Penalty: 4773.227539
	Iteration 68Q: 3 clusters Score -2565810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2565818.500000 Penalty: 4773.227539
	Iteration 69Q: 3 clusters Score -2565818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2565817.500000 Penalty: 4773.227539
	Iteration 70Q: 3 clusters Score -2565818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2565829.000000 Penalty: 4773.227539
	Iteration 71Q: 3 clusters Score -2565829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2565829.750000 Penalty: 4773.227539
	Iteration 72Q: 3 clusters Score -2565830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2565834.500000 Penalty: 4773.227539
	Iteration 73Q: 3 clusters Score -2565834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2565831.750000 Penalty: 4773.227539
	Iteration 74Q: 3 clusters Score -2565832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2565835.250000 Penalty: 4773.227539
	Iteration 75Q: 3 clusters Score -2565835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2565831.250000 Penalty: 4773.227539
	Iteration 76Q: 3 clusters Score -2565831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2565843.000000 Penalty: 4773.227539
	Iteration 77Q: 3 clusters Score -2565843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2565848.500000 Penalty: 4773.227539
	Iteration 78Q: 3 clusters Score -2565848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2565845.750000 Penalty: 4773.227539
	Iteration 79Q: 3 clusters Score -2565846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2565846.250000 Penalty: 4773.227539
	Iteration 80F: 3 clusters Score -2565846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2565850.250000 Penalty: 4773.227539
	Iteration 81Q: 3 clusters Score -2565850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2565855.750000 Penalty: 4773.227539
	Iteration 82Q: 3 clusters Score -2565856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2565852.750000 Penalty: 4773.227539
	Iteration 83Q: 3 clusters Score -2565853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2565857.000000 Penalty: 4773.227539
	Iteration 84Q: 3 clusters Score -2565857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2565865.000000 Penalty: 4773.227539
	Iteration 85Q: 3 clusters Score -2565865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2565862.750000 Penalty: 4773.227539
	Iteration 86Q: 3 clusters Score -2565863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2565867.250000 Penalty: 4773.227539
	Iteration 87Q: 3 clusters Score -2565867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2565877.000000 Penalty: 4773.227539
	Iteration 88Q: 3 clusters Score -2565877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2565872.750000 Penalty: 4773.227539
	Iteration 89Q: 3 clusters Score -2565873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2565876.750000 Penalty: 4773.227539
	Iteration 90Q: 3 clusters Score -2565877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2565877.750000 Penalty: 4773.227539
	Iteration 91Q: 3 clusters Score -2565878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2565875.750000 Penalty: 4773.227539
	Iteration 92Q: 3 clusters Score -2565876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2565874.500000 Penalty: 4773.227539
	Iteration 93Q: 3 clusters Score -2565874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2565874.750000 Penalty: 4773.227539
	Iteration 94Q: 3 clusters Score -2565875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2565880.000000 Penalty: 4773.227539
	Iteration 95Q: 3 clusters Score -2565880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2565878.250000 Penalty: 4773.227539
	Iteration 96Q: 3 clusters Score -2565878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2565882.500000 Penalty: 4773.227539
	Iteration 97Q: 3 clusters Score -2565882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2565883.500000 Penalty: 4773.227539
	Iteration 98Q: 3 clusters Score -2565884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2565883.250000 Penalty: 4773.227539
	Iteration 99Q: 3 clusters Score -2565883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2565885.250000 Penalty: 4773.227539
	Iteration 100F: 3 clusters Score -2565885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2565883.750000 Penalty: 4773.227539
	Iteration 101Q: 3 clusters Score -2565884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2565883.000000 Penalty: 4773.227539
	Iteration 102Q: 3 clusters Score -2565883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2565893.500000 Penalty: 4773.227539
	Iteration 103Q: 3 clusters Score -2565894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2565895.000000 Penalty: 4773.227539
	Iteration 104Q: 3 clusters Score -2565895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2565891.250000 Penalty: 4773.227539
	Iteration 105Q: 3 clusters Score -2565891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2565892.250000 Penalty: 4773.227539
	Iteration 106Q: 3 clusters Score -2565892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2565898.000000 Penalty: 4773.227539
	Iteration 107Q: 3 clusters Score -2565898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2565894.250000 Penalty: 4773.227539
	Iteration 108Q: 3 clusters Score -2565894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2565894.000000 Penalty: 4773.227539
	Iteration 109Q: 3 clusters Score -2565894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2565894.250000 Penalty: 4773.227539
	Iteration 110Q: 3 clusters Score -2565894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2565897.250000 Penalty: 4773.227539
	Iteration 111Q: 3 clusters Score -2565897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2565895.750000 Penalty: 4773.227539
	Iteration 112Q: 3 clusters Score -2565896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2565896.250000 Penalty: 4773.227539
	Iteration 113Q: 3 clusters Score -2565896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2565897.750000 Penalty: 4773.227539
	Iteration 114Q: 3 clusters Score -2565898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2565900.000000 Penalty: 4773.227539
	Iteration 115Q: 3 clusters Score -2565900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2565897.500000 Penalty: 4773.227539
	Iteration 116Q: 3 clusters Score -2565898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2565897.500000 Penalty: 4773.227539
	Iteration 117F: 3 clusters Score -2565898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -712210.875000 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -712210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -708154.250000 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -708154.2 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -709101.125000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -709101.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -709376.625000 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -709376.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -709633.125000 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -709633.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -709954.687500 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -709954.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -710323.125000 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -710323.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -710723.187500 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -710723.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -711048.937500 Penalty: 4154.198242
	Iteration 7F: 3 clusters Score -711048.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -711274.125000 Penalty: 4154.198242
	Iteration 8F: 3 clusters Score -711274.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -711451.125000 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -711451.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -711571.562500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -711571.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -711658.062500 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -711658.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -711729.750000 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -711729.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -711804.437500 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -711804.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -711895.375000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -711895.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -711995.562500 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -711995.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -712094.500000 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -712094.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -712160.625000 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -712160.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -712196.625000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -712196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -712227.125000 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -712227.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -712241.750000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -712241.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -712257.875000 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -712257.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -712265.125000 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -712265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -712274.000000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -712274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -712282.625000 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -712282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -712287.000000 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -712287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -712290.062500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -712290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -712294.500000 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -712294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -712296.812500 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -712296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -712299.125000 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -712299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -712300.562500 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -712300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -712303.125000 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -712303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -712303.750000 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -712303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -712304.312500 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -712304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -712304.312500 Penalty: 4154.198242
	Iteration 34F: 3 clusters Score -712304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2349 members 
Entering Unmasked Estep 
Score: -117279136.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117280464.000000 to -117279136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157918.687500 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156061.421875 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -156061.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -156325.234375 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -156325.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -156429.734375 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -156429.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -156494.250000 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -156494.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156524.296875 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -156524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156539.734375 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156552.984375 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156566.640625 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -156585.312500 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156589.062500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -156596.234375 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156602.359375 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -156602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156606.656250 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -156606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156606.656250 Penalty: 3376.735596
	Iteration 13F: 3 clusters Score -156606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Entering Unmasked Estep 
Score: -5877660.000000 Penalty: 2580.039062
	Iteration 0F: 2 clusters Score -5877660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5855399.500000 Penalty: 5160.078125
	Iteration 0F: 3 clusters Score -5855400 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -5863828.500000 Penalty: 5160.078125
	Iteration 1F: 3 clusters Score -5863828 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -5864469.000000 Penalty: 5160.078125
	Iteration 2F: 3 clusters Score -5864469 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5865281.500000 Penalty: 5160.078125
	Iteration 3Q: 3 clusters Score -5865282 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5866388.000000 Penalty: 5160.078125
	Iteration 4F: 3 clusters Score -5866388 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5867726.500000 Penalty: 5160.078125
	Iteration 5F: 3 clusters Score -5867726 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5869157.000000 Penalty: 5160.078125
	Iteration 6F: 3 clusters Score -5869157 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5870272.000000 Penalty: 5160.078125
	Iteration 7F: 3 clusters Score -5870272 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5871138.500000 Penalty: 5160.078125
	Iteration 8F: 3 clusters Score -5871138 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -5871760.500000 Penalty: 5160.078125
	Iteration 9Q: 3 clusters Score -5871760 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5872234.500000 Penalty: 5160.078125
	Iteration 10Q: 3 clusters Score -5872234 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5872749.500000 Penalty: 5160.078125
	Iteration 11Q: 3 clusters Score -5872750 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5873136.500000 Penalty: 5160.078125
	Iteration 12Q: 3 clusters Score -5873136 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5873449.500000 Penalty: 5160.078125
	Iteration 13Q: 3 clusters Score -5873450 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -5873635.000000 Penalty: 5160.078125
	Iteration 14Q: 3 clusters Score -5873635 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -5873763.000000 Penalty: 5160.078125
	Iteration 15Q: 3 clusters Score -5873763 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5873823.000000 Penalty: 5160.078125
	Iteration 16Q: 3 clusters Score -5873823 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5873871.500000 Penalty: 5160.078125
	Iteration 17Q: 3 clusters Score -5873872 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5873917.500000 Penalty: 5160.078125
	Iteration 18Q: 3 clusters Score -5873918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -5873951.000000 Penalty: 5160.078125
	Iteration 19Q: 3 clusters Score -5873951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5873975.000000 Penalty: 5160.078125
	Iteration 20F: 3 clusters Score -5873975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -5873996.000000 Penalty: 5160.078125
	Iteration 21Q: 3 clusters Score -5873996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5874002.500000 Penalty: 5160.078125
	Iteration 22Q: 3 clusters Score -5874002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5874020.000000 Penalty: 5160.078125
	Iteration 23Q: 3 clusters Score -5874020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -5874021.500000 Penalty: 5160.078125
	Iteration 24Q: 3 clusters Score -5874022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5874029.000000 Penalty: 5160.078125
	Iteration 25Q: 3 clusters Score -5874029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5874035.000000 Penalty: 5160.078125
	Iteration 26Q: 3 clusters Score -5874035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5874044.500000 Penalty: 5160.078125
	Iteration 27Q: 3 clusters Score -5874044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -5874051.500000 Penalty: 5160.078125
	Iteration 28Q: 3 clusters Score -5874052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5874036.500000 Penalty: 5160.078125
	Iteration 29Q: 3 clusters Score -5874036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5874039.000000 Penalty: 5160.078125
	Iteration 30Q: 3 clusters Score -5874039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -5874046.500000 Penalty: 5160.078125
	Iteration 31Q: 3 clusters Score -5874046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -5874048.500000 Penalty: 5160.078125
	Iteration 32Q: 3 clusters Score -5874048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5874053.500000 Penalty: 5160.078125
	Iteration 33Q: 3 clusters Score -5874054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -5874069.500000 Penalty: 5160.078125
	Iteration 34Q: 3 clusters Score -5874070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5874073.500000 Penalty: 5160.078125
	Iteration 35Q: 3 clusters Score -5874074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5874070.000000 Penalty: 5160.078125
	Iteration 36Q: 3 clusters Score -5874070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5874067.500000 Penalty: 5160.078125
	Iteration 37Q: 3 clusters Score -5874068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5874077.000000 Penalty: 5160.078125
	Iteration 38Q: 3 clusters Score -5874077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -5874081.000000 Penalty: 5160.078125
	Iteration 39Q: 3 clusters Score -5874081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -5874078.000000 Penalty: 5160.078125
	Iteration 40F: 3 clusters Score -5874078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -5874072.500000 Penalty: 5160.078125
	Iteration 41Q: 3 clusters Score -5874072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5874076.000000 Penalty: 5160.078125
	Iteration 42Q: 3 clusters Score -5874076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -5874077.500000 Penalty: 5160.078125
	Iteration 43Q: 3 clusters Score -5874078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5874078.500000 Penalty: 5160.078125
	Iteration 44Q: 3 clusters Score -5874078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5874079.000000 Penalty: 5160.078125
	Iteration 45Q: 3 clusters Score -5874079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5874079.000000 Penalty: 5160.078125
	Iteration 46F: 3 clusters Score -5874079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -860915.250000 Penalty: 2127.881592
	Iteration 0F: 2 clusters Score -860915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -856167.562500 Penalty: 4255.763184
	Iteration 0F: 3 clusters Score -856167.6 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -857774.625000 Penalty: 4255.763184
	Iteration 1F: 3 clusters Score -857774.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -858594.687500 Penalty: 4255.763184
	Iteration 2F: 3 clusters Score -858594.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -859269.375000 Penalty: 4255.763184
	Iteration 3F: 3 clusters Score -859269.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -859752.062500 Penalty: 4255.763184
	Iteration 4F: 3 clusters Score -859752.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -860069.000000 Penalty: 4255.763184
	Iteration 5F: 3 clusters Score -860069 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -860282.562500 Penalty: 4255.763184
	Iteration 6Q: 3 clusters Score -860282.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -860400.687500 Penalty: 4255.763184
	Iteration 7Q: 3 clusters Score -860400.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -860498.937500 Penalty: 4255.763184
	Iteration 8Q: 3 clusters Score -860498.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -860593.875000 Penalty: 4255.763184
	Iteration 9Q: 3 clusters Score -860593.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -860682.812500 Penalty: 4255.763184
	Iteration 10Q: 3 clusters Score -860682.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -860757.937500 Penalty: 4255.763184
	Iteration 11Q: 3 clusters Score -860757.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -860834.375000 Penalty: 4255.763184
	Iteration 12Q: 3 clusters Score -860834.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -860952.187500 Penalty: 4255.763184
	Iteration 13Q: 3 clusters Score -860952.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -861098.937500 Penalty: 4255.763184
	Iteration 14Q: 3 clusters Score -861098.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -861183.500000 Penalty: 4255.763184
	Iteration 15Q: 3 clusters Score -861183.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -861216.375000 Penalty: 4255.763184
	Iteration 16Q: 3 clusters Score -861216.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -861231.937500 Penalty: 4255.763184
	Iteration 17Q: 3 clusters Score -861231.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -861240.687500 Penalty: 4255.763184
	Iteration 18Q: 3 clusters Score -861240.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -861245.000000 Penalty: 4255.763184
	Iteration 19Q: 3 clusters Score -861245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -861246.687500 Penalty: 4255.763184
	Iteration 20F: 3 clusters Score -861246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -861248.500000 Penalty: 4255.763184
	Iteration 21Q: 3 clusters Score -861248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -861249.812500 Penalty: 4255.763184
	Iteration 22Q: 3 clusters Score -861249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -861251.000000 Penalty: 4255.763184
	Iteration 23Q: 3 clusters Score -861251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -861251.000000 Penalty: 4255.763184
	Iteration 24F: 3 clusters Score -861251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 1850 members 
Entering Unmasked Estep 
Score: -117279744.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117280464.000000 to -117279744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49013.894531 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49013.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49312.644531 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49312.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49507.804688 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49895.070312 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -49895.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50216.425781 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -50216.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50488.511719 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50488.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50685.281250 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50685.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50688.140625 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50688.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50688.140625 Penalty: 2924.988281
	Iteration 8F: 3 clusters Score -50688.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 138 members 
Entering Unmasked Estep 
Score: -117279104.000000 Penalty: 203298.921875
Splitting cluster 12 changes total score from -117280464.000000 to -117279104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -490157.562500 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -490157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -486989.218750 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -486989.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -487560.781250 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -487560.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -487727.406250 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -487727.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -487817.656250 Penalty: 3952.458252
	Iteration 3Q: 3 clusters Score -487817.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -487892.687500 Penalty: 3952.458252
	Iteration 4Q: 3 clusters Score -487892.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -487949.093750 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -487949.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -487991.906250 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -487991.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -488030.437500 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -488030.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -488064.687500 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -488064.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -488093.750000 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -488093.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -488126.281250 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -488126.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -488151.812500 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -488151.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -488169.562500 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -488169.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -488184.093750 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -488184.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -488197.312500 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -488197.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -488206.250000 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -488206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -488222.312500 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -488222.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -488234.937500 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -488234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -488246.031250 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -488246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -488258.125000 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -488258.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -488273.125000 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -488273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -488285.062500 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -488285.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -488295.437500 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -488295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -488303.156250 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -488303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -488308.906250 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -488308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -488310.968750 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -488311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -488314.125000 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -488314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -488315.062500 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -488315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -488317.562500 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -488317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -488320.093750 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -488320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -488326.906250 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -488326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -488334.406250 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -488334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -488339.593750 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -488339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -488342.093750 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -488342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -488344.718750 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -488344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -488346.281250 Penalty: 3952.458252
	Iteration 35Q: 3 clusters Score -488346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -488347.125000 Penalty: 3952.458252
	Iteration 36Q: 3 clusters Score -488347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -488347.125000 Penalty: 3952.458252
	Iteration 37Q: 3 clusters Score -488347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -488347.875000 Penalty: 3952.458252
	Iteration 38Q: 3 clusters Score -488347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -488347.875000 Penalty: 3952.458252
	Iteration 39F: 3 clusters Score -488347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -71696.570312 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -71696.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70297.187500 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -70297.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70486.656250 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -70486.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70556.570312 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -70556.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70584.421875 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -70584.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70596.773438 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -70596.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70609.242188 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -70609.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70620.625000 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -70620.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70621.695312 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -70621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70621.695312 Penalty: 3047.516113
	Iteration 8F: 3 clusters Score -70621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -40527.085938 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -40527.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39386.449219 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -39386.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39769.300781 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -39769.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39903.753906 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -39903.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40007.261719 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -40007.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40026.777344 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -40026.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40043.832031 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -40043.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -40047.601562 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -40047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40062.460938 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -40062.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40076.558594 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -40076.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40080.367188 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -40080.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40080.367188 Penalty: 2874.844727
	Iteration 10F: 3 clusters Score -40080.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Entering Unmasked Estep 
Score: -2092371.000000 Penalty: 2328.116211
	Iteration 0F: 2 clusters Score -2092371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2083442.875000 Penalty: 4656.232422
	Iteration 0F: 3 clusters Score -2083443 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2086029.000000 Penalty: 4656.232422
	Iteration 1F: 3 clusters Score -2086029 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2086358.750000 Penalty: 4656.232422
	Iteration 2F: 3 clusters Score -2086359 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2086648.500000 Penalty: 4656.232422
	Iteration 3F: 3 clusters Score -2086648 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2086902.125000 Penalty: 4656.232422
	Iteration 4Q: 3 clusters Score -2086902 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2087143.000000 Penalty: 4656.232422
	Iteration 5Q: 3 clusters Score -2087143 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2087446.750000 Penalty: 4656.232422
	Iteration 6Q: 3 clusters Score -2087447 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2087780.375000 Penalty: 4656.232422
	Iteration 7Q: 3 clusters Score -2087780 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2088202.875000 Penalty: 4656.232422
	Iteration 8Q: 3 clusters Score -2088203 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2088669.250000 Penalty: 4656.232422
	Iteration 9F: 3 clusters Score -2088669 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2089151.125000 Penalty: 4656.232422
	Iteration 10F: 3 clusters Score -2089151 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2089569.000000 Penalty: 4656.232422
	Iteration 11Q: 3 clusters Score -2089569 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2089874.500000 Penalty: 4656.232422
	Iteration 12Q: 3 clusters Score -2089874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2090056.625000 Penalty: 4656.232422
	Iteration 13Q: 3 clusters Score -2090057 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2090180.250000 Penalty: 4656.232422
	Iteration 14Q: 3 clusters Score -2090180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2090245.125000 Penalty: 4656.232422
	Iteration 15Q: 3 clusters Score -2090245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2090294.500000 Penalty: 4656.232422
	Iteration 16Q: 3 clusters Score -2090294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2090329.750000 Penalty: 4656.232422
	Iteration 17Q: 3 clusters Score -2090330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2090357.250000 Penalty: 4656.232422
	Iteration 18Q: 3 clusters Score -2090357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2090374.750000 Penalty: 4656.232422
	Iteration 19Q: 3 clusters Score -2090375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2090391.750000 Penalty: 4656.232422
	Iteration 20F: 3 clusters Score -2090392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2090407.875000 Penalty: 4656.232422
	Iteration 21Q: 3 clusters Score -2090408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2090419.000000 Penalty: 4656.232422
	Iteration 22Q: 3 clusters Score -2090419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2090432.875000 Penalty: 4656.232422
	Iteration 23Q: 3 clusters Score -2090433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2090442.000000 Penalty: 4656.232422
	Iteration 24Q: 3 clusters Score -2090442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2090441.750000 Penalty: 4656.232422
	Iteration 25Q: 3 clusters Score -2090442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2090445.375000 Penalty: 4656.232422
	Iteration 26Q: 3 clusters Score -2090445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2090444.875000 Penalty: 4656.232422
	Iteration 27Q: 3 clusters Score -2090445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2090447.750000 Penalty: 4656.232422
	Iteration 28Q: 3 clusters Score -2090448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2090446.500000 Penalty: 4656.232422
	Iteration 29Q: 3 clusters Score -2090446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2090447.750000 Penalty: 4656.232422
	Iteration 30Q: 3 clusters Score -2090448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2090447.750000 Penalty: 4656.232422
	Iteration 31F: 3 clusters Score -2090448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -1571200.250000 Penalty: 2256.791748
	Iteration 0F: 2 clusters Score -1571200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1564251.250000 Penalty: 4513.583496
	Iteration 0F: 3 clusters Score -1564251 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1566330.625000 Penalty: 4513.583496
	Iteration 1F: 3 clusters Score -1566331 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1566619.875000 Penalty: 4513.583496
	Iteration 2F: 3 clusters Score -1566620 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1566832.125000 Penalty: 4513.583496
	Iteration 3Q: 3 clusters Score -1566832 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1567009.875000 Penalty: 4513.583496
	Iteration 4Q: 3 clusters Score -1567010 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1567162.250000 Penalty: 4513.583496
	Iteration 5Q: 3 clusters Score -1567162 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1567294.750000 Penalty: 4513.583496
	Iteration 6Q: 3 clusters Score -1567295 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1567389.000000 Penalty: 4513.583496
	Iteration 7Q: 3 clusters Score -1567389 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1567485.250000 Penalty: 4513.583496
	Iteration 8Q: 3 clusters Score -1567485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1567573.000000 Penalty: 4513.583496
	Iteration 9Q: 3 clusters Score -1567573 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1567653.750000 Penalty: 4513.583496
	Iteration 10Q: 3 clusters Score -1567654 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1567727.875000 Penalty: 4513.583496
	Iteration 11Q: 3 clusters Score -1567728 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1567800.125000 Penalty: 4513.583496
	Iteration 12Q: 3 clusters Score -1567800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1567888.375000 Penalty: 4513.583496
	Iteration 13Q: 3 clusters Score -1567888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1567979.375000 Penalty: 4513.583496
	Iteration 14Q: 3 clusters Score -1567979 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1568075.625000 Penalty: 4513.583496
	Iteration 15Q: 3 clusters Score -1568076 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1568184.500000 Penalty: 4513.583496
	Iteration 16Q: 3 clusters Score -1568184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1568292.375000 Penalty: 4513.583496
	Iteration 17Q: 3 clusters Score -1568292 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1568422.250000 Penalty: 4513.583496
	Iteration 18Q: 3 clusters Score -1568422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1568567.000000 Penalty: 4513.583496
	Iteration 19Q: 3 clusters Score -1568567 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1568715.750000 Penalty: 4513.583496
	Iteration 20F: 3 clusters Score -1568716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1568859.875000 Penalty: 4513.583496
	Iteration 21Q: 3 clusters Score -1568860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1569006.500000 Penalty: 4513.583496
	Iteration 22Q: 3 clusters Score -1569006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1569123.125000 Penalty: 4513.583496
	Iteration 23Q: 3 clusters Score -1569123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1569205.250000 Penalty: 4513.583496
	Iteration 24Q: 3 clusters Score -1569205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1569266.625000 Penalty: 4513.583496
	Iteration 25Q: 3 clusters Score -1569267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1569302.125000 Penalty: 4513.583496
	Iteration 26Q: 3 clusters Score -1569302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1569332.375000 Penalty: 4513.583496
	Iteration 27Q: 3 clusters Score -1569332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1569349.125000 Penalty: 4513.583496
	Iteration 28Q: 3 clusters Score -1569349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1569368.375000 Penalty: 4513.583496
	Iteration 29Q: 3 clusters Score -1569368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1569379.750000 Penalty: 4513.583496
	Iteration 30Q: 3 clusters Score -1569380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1569401.125000 Penalty: 4513.583496
	Iteration 31Q: 3 clusters Score -1569401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1569410.625000 Penalty: 4513.583496
	Iteration 32Q: 3 clusters Score -1569411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1569422.125000 Penalty: 4513.583496
	Iteration 33Q: 3 clusters Score -1569422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1569436.875000 Penalty: 4513.583496
	Iteration 34Q: 3 clusters Score -1569437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1569445.875000 Penalty: 4513.583496
	Iteration 35Q: 3 clusters Score -1569446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1569461.375000 Penalty: 4513.583496
	Iteration 36Q: 3 clusters Score -1569461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1569475.250000 Penalty: 4513.583496
	Iteration 37Q: 3 clusters Score -1569475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1569484.875000 Penalty: 4513.583496
	Iteration 38Q: 3 clusters Score -1569485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1569491.125000 Penalty: 4513.583496
	Iteration 39Q: 3 clusters Score -1569491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1569492.500000 Penalty: 4513.583496
	Iteration 40F: 3 clusters Score -1569492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1569498.625000 Penalty: 4513.583496
	Iteration 41Q: 3 clusters Score -1569499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1569505.375000 Penalty: 4513.583496
	Iteration 42Q: 3 clusters Score -1569505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1569513.500000 Penalty: 4513.583496
	Iteration 43Q: 3 clusters Score -1569514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1569516.625000 Penalty: 4513.583496
	Iteration 44Q: 3 clusters Score -1569517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1569521.500000 Penalty: 4513.583496
	Iteration 45Q: 3 clusters Score -1569522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1569521.250000 Penalty: 4513.583496
	Iteration 46Q: 3 clusters Score -1569521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1569523.500000 Penalty: 4513.583496
	Iteration 47Q: 3 clusters Score -1569524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1569523.250000 Penalty: 4513.583496
	Iteration 48Q: 3 clusters Score -1569523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1569528.750000 Penalty: 4513.583496
	Iteration 49Q: 3 clusters Score -1569529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1569531.625000 Penalty: 4513.583496
	Iteration 50Q: 3 clusters Score -1569532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1569531.125000 Penalty: 4513.583496
	Iteration 51Q: 3 clusters Score -1569531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1569535.000000 Penalty: 4513.583496
	Iteration 52Q: 3 clusters Score -1569535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1569536.625000 Penalty: 4513.583496
	Iteration 53Q: 3 clusters Score -1569537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1569536.625000 Penalty: 4513.583496
	Iteration 54F: 3 clusters Score -1569537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Entering Unmasked Estep 
Score: -1988034.750000 Penalty: 2316.615967
	Iteration 0F: 2 clusters Score -1988035 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 5648 members 
Entering Unmasked Estep 
Score: -1979488.125000 Penalty: 4633.231934
	Iteration 0F: 3 clusters Score -1979488 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1982259.000000 Penalty: 4633.231934
	Iteration 1F: 3 clusters Score -1982259 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1982984.125000 Penalty: 4633.231934
	Iteration 2F: 3 clusters Score -1982984 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1984031.000000 Penalty: 4633.231934
	Iteration 3F: 3 clusters Score -1984031 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1985607.750000 Penalty: 4633.231934
	Iteration 4F: 3 clusters Score -1985608 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1987205.250000 Penalty: 4633.231934
	Iteration 5F: 3 clusters Score -1987205 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1988078.125000 Penalty: 4633.231934
	Iteration 6F: 3 clusters Score -1988078 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1988398.250000 Penalty: 4633.231934
	Iteration 7Q: 3 clusters Score -1988398 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1988539.375000 Penalty: 4633.231934
	Iteration 8Q: 3 clusters Score -1988539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1988616.750000 Penalty: 4633.231934
	Iteration 9Q: 3 clusters Score -1988617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1988659.125000 Penalty: 4633.231934
	Iteration 10Q: 3 clusters Score -1988659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1988694.500000 Penalty: 4633.231934
	Iteration 11Q: 3 clusters Score -1988694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1988741.125000 Penalty: 4633.231934
	Iteration 12Q: 3 clusters Score -1988741 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1988767.000000 Penalty: 4633.231934
	Iteration 13Q: 3 clusters Score -1988767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1988789.000000 Penalty: 4633.231934
	Iteration 14Q: 3 clusters Score -1988789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1988806.875000 Penalty: 4633.231934
	Iteration 15Q: 3 clusters Score -1988807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1988816.250000 Penalty: 4633.231934
	Iteration 16Q: 3 clusters Score -1988816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1988827.500000 Penalty: 4633.231934
	Iteration 17Q: 3 clusters Score -1988828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1988834.000000 Penalty: 4633.231934
	Iteration 18Q: 3 clusters Score -1988834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1988847.875000 Penalty: 4633.231934
	Iteration 19Q: 3 clusters Score -1988848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1988854.000000 Penalty: 4633.231934
	Iteration 20F: 3 clusters Score -1988854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1988860.000000 Penalty: 4633.231934
	Iteration 21Q: 3 clusters Score -1988860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1988865.875000 Penalty: 4633.231934
	Iteration 22Q: 3 clusters Score -1988866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1988863.500000 Penalty: 4633.231934
	Iteration 23Q: 3 clusters Score -1988864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1988862.250000 Penalty: 4633.231934
	Iteration 24Q: 3 clusters Score -1988862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1988862.000000 Penalty: 4633.231934
	Iteration 25Q: 3 clusters Score -1988862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1988860.375000 Penalty: 4633.231934
	Iteration 26Q: 3 clusters Score -1988860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1988862.625000 Penalty: 4633.231934
	Iteration 27Q: 3 clusters Score -1988863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1988863.000000 Penalty: 4633.231934
	Iteration 28Q: 3 clusters Score -1988863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1988864.750000 Penalty: 4633.231934
	Iteration 29Q: 3 clusters Score -1988865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1988870.125000 Penalty: 4633.231934
	Iteration 30Q: 3 clusters Score -1988870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1988868.625000 Penalty: 4633.231934
	Iteration 31Q: 3 clusters Score -1988869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1988868.625000 Penalty: 4633.231934
	Iteration 32Q: 3 clusters Score -1988869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1988869.875000 Penalty: 4633.231934
	Iteration 33Q: 3 clusters Score -1988870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1988869.875000 Penalty: 4633.231934
	Iteration 34F: 3 clusters Score -1988870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 6333 members 
Entering Unmasked Estep 
Score: -117279888.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117280464.000000 to -117279888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Entering Unmasked Estep 
Score: -6354890.000000 Penalty: 2612.719238
	Iteration 0F: 2 clusters Score -6354890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -6329738.500000 Penalty: 5225.438477
	Iteration 0F: 3 clusters Score -6329738 nChanged 17149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6339795.000000 Penalty: 5225.438477
	Iteration 1F: 3 clusters Score -6339795 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6340867.000000 Penalty: 5225.438477
	Iteration 2F: 3 clusters Score -6340867 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -6341973.500000 Penalty: 5225.438477
	Iteration 3F: 3 clusters Score -6341974 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6343021.500000 Penalty: 5225.438477
	Iteration 4F: 3 clusters Score -6343022 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6343841.000000 Penalty: 5225.438477
	Iteration 5F: 3 clusters Score -6343841 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -6344528.500000 Penalty: 5225.438477
	Iteration 6Q: 3 clusters Score -6344528 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -6345248.000000 Penalty: 5225.438477
	Iteration 7Q: 3 clusters Score -6345248 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -6345859.500000 Penalty: 5225.438477
	Iteration 8Q: 3 clusters Score -6345860 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -6346488.500000 Penalty: 5225.438477
	Iteration 9Q: 3 clusters Score -6346488 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -6347056.500000 Penalty: 5225.438477
	Iteration 10Q: 3 clusters Score -6347056 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6347728.500000 Penalty: 5225.438477
	Iteration 11Q: 3 clusters Score -6347728 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -6348441.500000 Penalty: 5225.438477
	Iteration 12Q: 3 clusters Score -6348442 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -6349110.500000 Penalty: 5225.438477
	Iteration 13Q: 3 clusters Score -6349110 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6349777.500000 Penalty: 5225.438477
	Iteration 14Q: 3 clusters Score -6349778 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -6350491.000000 Penalty: 5225.438477
	Iteration 15Q: 3 clusters Score -6350491 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6351089.000000 Penalty: 5225.438477
	Iteration 16Q: 3 clusters Score -6351089 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6351634.500000 Penalty: 5225.438477
	Iteration 17Q: 3 clusters Score -6351634 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6352071.000000 Penalty: 5225.438477
	Iteration 18Q: 3 clusters Score -6352071 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6352365.000000 Penalty: 5225.438477
	Iteration 19Q: 3 clusters Score -6352365 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6352581.500000 Penalty: 5225.438477
	Iteration 20F: 3 clusters Score -6352582 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6352715.500000 Penalty: 5225.438477
	Iteration 21Q: 3 clusters Score -6352716 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6352820.000000 Penalty: 5225.438477
	Iteration 22Q: 3 clusters Score -6352820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6352903.000000 Penalty: 5225.438477
	Iteration 23Q: 3 clusters Score -6352903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6352945.500000 Penalty: 5225.438477
	Iteration 24Q: 3 clusters Score -6352946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6352996.500000 Penalty: 5225.438477
	Iteration 25Q: 3 clusters Score -6352996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6353026.000000 Penalty: 5225.438477
	Iteration 26Q: 3 clusters Score -6353026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6353038.500000 Penalty: 5225.438477
	Iteration 27Q: 3 clusters Score -6353038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6353064.500000 Penalty: 5225.438477
	Iteration 28Q: 3 clusters Score -6353064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6353082.500000 Penalty: 5225.438477
	Iteration 29Q: 3 clusters Score -6353082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6353087.500000 Penalty: 5225.438477
	Iteration 30Q: 3 clusters Score -6353088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6353100.000000 Penalty: 5225.438477
	Iteration 31Q: 3 clusters Score -6353100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6353101.000000 Penalty: 5225.438477
	Iteration 32Q: 3 clusters Score -6353101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6353099.500000 Penalty: 5225.438477
	Iteration 33Q: 3 clusters Score -6353100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6353106.000000 Penalty: 5225.438477
	Iteration 34Q: 3 clusters Score -6353106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6353115.500000 Penalty: 5225.438477
	Iteration 35Q: 3 clusters Score -6353116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6353134.000000 Penalty: 5225.438477
	Iteration 36Q: 3 clusters Score -6353134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6353137.000000 Penalty: 5225.438477
	Iteration 37Q: 3 clusters Score -6353137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6353170.500000 Penalty: 5225.438477
	Iteration 38Q: 3 clusters Score -6353170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6353166.000000 Penalty: 5225.438477
	Iteration 39Q: 3 clusters Score -6353166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6353167.000000 Penalty: 5225.438477
	Iteration 40F: 3 clusters Score -6353167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6353168.500000 Penalty: 5225.438477
	Iteration 41Q: 3 clusters Score -6353168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6353177.000000 Penalty: 5225.438477
	Iteration 42Q: 3 clusters Score -6353177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6353193.500000 Penalty: 5225.438477
	Iteration 43Q: 3 clusters Score -6353194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6353186.500000 Penalty: 5225.438477
	Iteration 44Q: 3 clusters Score -6353186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6353189.500000 Penalty: 5225.438477
	Iteration 45Q: 3 clusters Score -6353190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6353200.500000 Penalty: 5225.438477
	Iteration 46Q: 3 clusters Score -6353200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6353201.000000 Penalty: 5225.438477
	Iteration 47Q: 3 clusters Score -6353201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6353188.000000 Penalty: 5225.438477
	Iteration 48Q: 3 clusters Score -6353188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6353187.000000 Penalty: 5225.438477
	Iteration 49Q: 3 clusters Score -6353187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6353196.500000 Penalty: 5225.438477
	Iteration 50Q: 3 clusters Score -6353196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6353203.500000 Penalty: 5225.438477
	Iteration 51Q: 3 clusters Score -6353204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6353204.000000 Penalty: 5225.438477
	Iteration 52Q: 3 clusters Score -6353204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6353209.000000 Penalty: 5225.438477
	Iteration 53Q: 3 clusters Score -6353209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6353207.000000 Penalty: 5225.438477
	Iteration 54Q: 3 clusters Score -6353207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6353205.000000 Penalty: 5225.438477
	Iteration 55Q: 3 clusters Score -6353205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6353204.500000 Penalty: 5225.438477
	Iteration 56Q: 3 clusters Score -6353204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6353205.000000 Penalty: 5225.438477
	Iteration 57Q: 3 clusters Score -6353205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6353203.000000 Penalty: 5225.438477
	Iteration 58Q: 3 clusters Score -6353203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6353203.000000 Penalty: 5225.438477
	Iteration 59F: 3 clusters Score -6353203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Entering Unmasked Estep 
Score: -6578413.000000 Penalty: 2616.637451
	Iteration 0F: 2 clusters Score -6578413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -6552853.500000 Penalty: 5233.274902
	Iteration 0F: 3 clusters Score -6552854 nChanged 17550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -6562826.000000 Penalty: 5233.274902
	Iteration 1F: 3 clusters Score -6562826 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6563609.500000 Penalty: 5233.274902
	Iteration 2Q: 3 clusters Score -6563610 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -6564430.000000 Penalty: 5233.274902
	Iteration 3Q: 3 clusters Score -6564430 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6565332.000000 Penalty: 5233.274902
	Iteration 4Q: 3 clusters Score -6565332 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -6566182.000000 Penalty: 5233.274902
	Iteration 5Q: 3 clusters Score -6566182 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -6567071.000000 Penalty: 5233.274902
	Iteration 6Q: 3 clusters Score -6567071 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6567909.500000 Penalty: 5233.274902
	Iteration 7Q: 3 clusters Score -6567910 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -6568802.500000 Penalty: 5233.274902
	Iteration 8Q: 3 clusters Score -6568802 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6569751.500000 Penalty: 5233.274902
	Iteration 9Q: 3 clusters Score -6569752 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -6570735.000000 Penalty: 5233.274902
	Iteration 10Q: 3 clusters Score -6570735 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -6571745.500000 Penalty: 5233.274902
	Iteration 11Q: 3 clusters Score -6571746 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6572803.500000 Penalty: 5233.274902
	Iteration 12Q: 3 clusters Score -6572804 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6573746.000000 Penalty: 5233.274902
	Iteration 13Q: 3 clusters Score -6573746 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6574519.500000 Penalty: 5233.274902
	Iteration 14Q: 3 clusters Score -6574520 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6575100.000000 Penalty: 5233.274902
	Iteration 15Q: 3 clusters Score -6575100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -6575498.000000 Penalty: 5233.274902
	Iteration 16Q: 3 clusters Score -6575498 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -6575762.500000 Penalty: 5233.274902
	Iteration 17Q: 3 clusters Score -6575762 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -6575933.500000 Penalty: 5233.274902
	Iteration 18Q: 3 clusters Score -6575934 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -6576046.000000 Penalty: 5233.274902
	Iteration 19Q: 3 clusters Score -6576046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6576130.500000 Penalty: 5233.274902
	Iteration 20F: 3 clusters Score -6576130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -6576213.500000 Penalty: 5233.274902
	Iteration 21Q: 3 clusters Score -6576214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6576273.000000 Penalty: 5233.274902
	Iteration 22Q: 3 clusters Score -6576273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -6576290.000000 Penalty: 5233.274902
	Iteration 23Q: 3 clusters Score -6576290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6576329.000000 Penalty: 5233.274902
	Iteration 24Q: 3 clusters Score -6576329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6576335.500000 Penalty: 5233.274902
	Iteration 25Q: 3 clusters Score -6576336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -6576346.500000 Penalty: 5233.274902
	Iteration 26Q: 3 clusters Score -6576346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -6576353.500000 Penalty: 5233.274902
	Iteration 27Q: 3 clusters Score -6576354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -6576353.000000 Penalty: 5233.274902
	Iteration 28Q: 3 clusters Score -6576353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6576356.000000 Penalty: 5233.274902
	Iteration 29Q: 3 clusters Score -6576356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -6576374.000000 Penalty: 5233.274902
	Iteration 30Q: 3 clusters Score -6576374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6576376.000000 Penalty: 5233.274902
	Iteration 31Q: 3 clusters Score -6576376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6576381.000000 Penalty: 5233.274902
	Iteration 32Q: 3 clusters Score -6576381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -6576369.500000 Penalty: 5233.274902
	Iteration 33Q: 3 clusters Score -6576370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -6576370.500000 Penalty: 5233.274902
	Iteration 34Q: 3 clusters Score -6576370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -6576384.500000 Penalty: 5233.274902
	Iteration 35Q: 3 clusters Score -6576384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -6576386.000000 Penalty: 5233.274902
	Iteration 36Q: 3 clusters Score -6576386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -6576386.000000 Penalty: 5233.274902
	Iteration 37F: 3 clusters Score -6576386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Entering Unmasked Estep 
Score: -5205257.500000 Penalty: 2548.699707
	Iteration 0F: 2 clusters Score -5205258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5185276.500000 Penalty: 5097.399414
	Iteration 0F: 3 clusters Score -5185276 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5192382.000000 Penalty: 5097.399414
	Iteration 1F: 3 clusters Score -5192382 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -5192900.500000 Penalty: 5097.399414
	Iteration 2Q: 3 clusters Score -5192900 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5193477.000000 Penalty: 5097.399414
	Iteration 3Q: 3 clusters Score -5193477 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5194127.000000 Penalty: 5097.399414
	Iteration 4Q: 3 clusters Score -5194127 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5195099.500000 Penalty: 5097.399414
	Iteration 5F: 3 clusters Score -5195100 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5196447.500000 Penalty: 5097.399414
	Iteration 6F: 3 clusters Score -5196448 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -5198114.000000 Penalty: 5097.399414
	Iteration 7F: 3 clusters Score -5198114 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5199801.000000 Penalty: 5097.399414
	Iteration 8F: 3 clusters Score -5199801 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5201117.000000 Penalty: 5097.399414
	Iteration 9Q: 3 clusters Score -5201117 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5201905.000000 Penalty: 5097.399414
	Iteration 10Q: 3 clusters Score -5201905 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5202409.000000 Penalty: 5097.399414
	Iteration 11Q: 3 clusters Score -5202409 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5202658.500000 Penalty: 5097.399414
	Iteration 12Q: 3 clusters Score -5202658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5202778.500000 Penalty: 5097.399414
	Iteration 13Q: 3 clusters Score -5202778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5202859.500000 Penalty: 5097.399414
	Iteration 14Q: 3 clusters Score -5202860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5202919.500000 Penalty: 5097.399414
	Iteration 15Q: 3 clusters Score -5202920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5202961.500000 Penalty: 5097.399414
	Iteration 16Q: 3 clusters Score -5202962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5202987.500000 Penalty: 5097.399414
	Iteration 17Q: 3 clusters Score -5202988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5203010.500000 Penalty: 5097.399414
	Iteration 18Q: 3 clusters Score -5203010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5203020.500000 Penalty: 5097.399414
	Iteration 19Q: 3 clusters Score -5203020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5203032.500000 Penalty: 5097.399414
	Iteration 20F: 3 clusters Score -5203032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5203038.500000 Penalty: 5097.399414
	Iteration 21Q: 3 clusters Score -5203038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5203037.000000 Penalty: 5097.399414
	Iteration 22Q: 3 clusters Score -5203037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5203044.500000 Penalty: 5097.399414
	Iteration 23Q: 3 clusters Score -5203044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5203045.500000 Penalty: 5097.399414
	Iteration 24Q: 3 clusters Score -5203046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5203046.000000 Penalty: 5097.399414
	Iteration 25Q: 3 clusters Score -5203046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5203049.000000 Penalty: 5097.399414
	Iteration 26Q: 3 clusters Score -5203049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5203048.500000 Penalty: 5097.399414
	Iteration 27Q: 3 clusters Score -5203048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5203048.500000 Penalty: 5097.399414
	Iteration 28F: 3 clusters Score -5203048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Entering Unmasked Estep 
Score: -6277636.000000 Penalty: 2592.264160
	Iteration 0F: 2 clusters Score -6277636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6255047.000000 Penalty: 5184.528320
	Iteration 0F: 3 clusters Score -6255047 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -6263536.000000 Penalty: 5184.528320
	Iteration 1F: 3 clusters Score -6263536 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -6264071.500000 Penalty: 5184.528320
	Iteration 2Q: 3 clusters Score -6264072 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6264673.500000 Penalty: 5184.528320
	Iteration 3Q: 3 clusters Score -6264674 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -6265386.500000 Penalty: 5184.528320
	Iteration 4Q: 3 clusters Score -6265386 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -6266341.000000 Penalty: 5184.528320
	Iteration 5Q: 3 clusters Score -6266341 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -6267502.000000 Penalty: 5184.528320
	Iteration 6F: 3 clusters Score -6267502 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6268961.000000 Penalty: 5184.528320
	Iteration 7F: 3 clusters Score -6268961 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6270567.500000 Penalty: 5184.528320
	Iteration 8F: 3 clusters Score -6270568 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6271917.000000 Penalty: 5184.528320
	Iteration 9F: 3 clusters Score -6271917 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -6272718.500000 Penalty: 5184.528320
	Iteration 10Q: 3 clusters Score -6272718 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6273085.500000 Penalty: 5184.528320
	Iteration 11Q: 3 clusters Score -6273086 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6273303.500000 Penalty: 5184.528320
	Iteration 12Q: 3 clusters Score -6273304 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6273422.000000 Penalty: 5184.528320
	Iteration 13Q: 3 clusters Score -6273422 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6273605.000000 Penalty: 5184.528320
	Iteration 14Q: 3 clusters Score -6273605 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -6273677.000000 Penalty: 5184.528320
	Iteration 15Q: 3 clusters Score -6273677 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6273783.000000 Penalty: 5184.528320
	Iteration 16Q: 3 clusters Score -6273783 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6273852.500000 Penalty: 5184.528320
	Iteration 17Q: 3 clusters Score -6273852 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -6273932.500000 Penalty: 5184.528320
	Iteration 18Q: 3 clusters Score -6273932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -6274033.500000 Penalty: 5184.528320
	Iteration 19Q: 3 clusters Score -6274034 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -6274155.500000 Penalty: 5184.528320
	Iteration 20F: 3 clusters Score -6274156 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6274228.500000 Penalty: 5184.528320
	Iteration 21Q: 3 clusters Score -6274228 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -6274311.500000 Penalty: 5184.528320
	Iteration 22Q: 3 clusters Score -6274312 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6274404.500000 Penalty: 5184.528320
	Iteration 23Q: 3 clusters Score -6274404 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -6274465.500000 Penalty: 5184.528320
	Iteration 24Q: 3 clusters Score -6274466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -6274555.000000 Penalty: 5184.528320
	Iteration 25Q: 3 clusters Score -6274555 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -6274624.000000 Penalty: 5184.528320
	Iteration 26Q: 3 clusters Score -6274624 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6274696.000000 Penalty: 5184.528320
	Iteration 27Q: 3 clusters Score -6274696 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -6274812.500000 Penalty: 5184.528320
	Iteration 28Q: 3 clusters Score -6274812 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -6274894.000000 Penalty: 5184.528320
	Iteration 29Q: 3 clusters Score -6274894 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6274987.500000 Penalty: 5184.528320
	Iteration 30Q: 3 clusters Score -6274988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -6275067.500000 Penalty: 5184.528320
	Iteration 31Q: 3 clusters Score -6275068 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -6275140.500000 Penalty: 5184.528320
	Iteration 32Q: 3 clusters Score -6275140 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -6275217.500000 Penalty: 5184.528320
	Iteration 33Q: 3 clusters Score -6275218 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6275330.500000 Penalty: 5184.528320
	Iteration 34Q: 3 clusters Score -6275330 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -6275384.000000 Penalty: 5184.528320
	Iteration 35Q: 3 clusters Score -6275384 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6275416.500000 Penalty: 5184.528320
	Iteration 36Q: 3 clusters Score -6275416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6275441.000000 Penalty: 5184.528320
	Iteration 37Q: 3 clusters Score -6275441 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -6275486.000000 Penalty: 5184.528320
	Iteration 38Q: 3 clusters Score -6275486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6275490.500000 Penalty: 5184.528320
	Iteration 39Q: 3 clusters Score -6275490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -6275504.000000 Penalty: 5184.528320
	Iteration 40F: 3 clusters Score -6275504 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6275498.500000 Penalty: 5184.528320
	Iteration 41Q: 3 clusters Score -6275498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -6275539.500000 Penalty: 5184.528320
	Iteration 42Q: 3 clusters Score -6275540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6275549.500000 Penalty: 5184.528320
	Iteration 43Q: 3 clusters Score -6275550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6275573.500000 Penalty: 5184.528320
	Iteration 44Q: 3 clusters Score -6275574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6275582.000000 Penalty: 5184.528320
	Iteration 45Q: 3 clusters Score -6275582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -6275570.500000 Penalty: 5184.528320
	Iteration 46Q: 3 clusters Score -6275570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -6275579.000000 Penalty: 5184.528320
	Iteration 47Q: 3 clusters Score -6275579 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6275591.000000 Penalty: 5184.528320
	Iteration 48Q: 3 clusters Score -6275591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -6275597.500000 Penalty: 5184.528320
	Iteration 49Q: 3 clusters Score -6275598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6275599.000000 Penalty: 5184.528320
	Iteration 50Q: 3 clusters Score -6275599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -6275605.500000 Penalty: 5184.528320
	Iteration 51Q: 3 clusters Score -6275606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6275605.500000 Penalty: 5184.528320
	Iteration 52Q: 3 clusters Score -6275606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6275606.500000 Penalty: 5184.528320
	Iteration 53Q: 3 clusters Score -6275606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -6275619.000000 Penalty: 5184.528320
	Iteration 54Q: 3 clusters Score -6275619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6275606.500000 Penalty: 5184.528320
	Iteration 55Q: 3 clusters Score -6275606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6275599.000000 Penalty: 5184.528320
	Iteration 56Q: 3 clusters Score -6275599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -6275592.000000 Penalty: 5184.528320
	Iteration 57Q: 3 clusters Score -6275592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6275573.500000 Penalty: 5184.528320
	Iteration 58Q: 3 clusters Score -6275574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -6275581.500000 Penalty: 5184.528320
	Iteration 59Q: 3 clusters Score -6275582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -6275592.500000 Penalty: 5184.528320
	Iteration 60F: 3 clusters Score -6275592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6275599.000000 Penalty: 5184.528320
	Iteration 61Q: 3 clusters Score -6275599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6275590.500000 Penalty: 5184.528320
	Iteration 62Q: 3 clusters Score -6275590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -6275595.000000 Penalty: 5184.528320
	Iteration 63Q: 3 clusters Score -6275595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -6275588.500000 Penalty: 5184.528320
	Iteration 64Q: 3 clusters Score -6275588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -6275594.000000 Penalty: 5184.528320
	Iteration 65Q: 3 clusters Score -6275594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -6275590.000000 Penalty: 5184.528320
	Iteration 66Q: 3 clusters Score -6275590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6275586.500000 Penalty: 5184.528320
	Iteration 67Q: 3 clusters Score -6275586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -6275596.500000 Penalty: 5184.528320
	Iteration 68Q: 3 clusters Score -6275596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -6275608.500000 Penalty: 5184.528320
	Iteration 69Q: 3 clusters Score -6275608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6275602.500000 Penalty: 5184.528320
	Iteration 70Q: 3 clusters Score -6275602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6275606.000000 Penalty: 5184.528320
	Iteration 71Q: 3 clusters Score -6275606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6275619.000000 Penalty: 5184.528320
	Iteration 72Q: 3 clusters Score -6275619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -6275621.000000 Penalty: 5184.528320
	Iteration 73Q: 3 clusters Score -6275621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -6275635.000000 Penalty: 5184.528320
	Iteration 74Q: 3 clusters Score -6275635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6275627.500000 Penalty: 5184.528320
	Iteration 75Q: 3 clusters Score -6275628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6275629.500000 Penalty: 5184.528320
	Iteration 76Q: 3 clusters Score -6275630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -6275626.000000 Penalty: 5184.528320
	Iteration 77Q: 3 clusters Score -6275626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -6275630.500000 Penalty: 5184.528320
	Iteration 78Q: 3 clusters Score -6275630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -6275631.500000 Penalty: 5184.528320
	Iteration 79Q: 3 clusters Score -6275632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6275643.500000 Penalty: 5184.528320
	Iteration 80F: 3 clusters Score -6275644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6275636.000000 Penalty: 5184.528320
	Iteration 81Q: 3 clusters Score -6275636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -6275621.500000 Penalty: 5184.528320
	Iteration 82Q: 3 clusters Score -6275622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -6275633.500000 Penalty: 5184.528320
	Iteration 83Q: 3 clusters Score -6275634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -6275645.000000 Penalty: 5184.528320
	Iteration 84Q: 3 clusters Score -6275645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6275659.000000 Penalty: 5184.528320
	Iteration 85Q: 3 clusters Score -6275659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6275668.500000 Penalty: 5184.528320
	Iteration 86Q: 3 clusters Score -6275668 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6275684.000000 Penalty: 5184.528320
	Iteration 87Q: 3 clusters Score -6275684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6275674.500000 Penalty: 5184.528320
	Iteration 88Q: 3 clusters Score -6275674 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6275683 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6275680 nChanged 142
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Mstep: Class 1 contains 19027 members 
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	Iteration 91Q: 3 clusters Score -6275687 nChanged 175
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6275707 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6275684 nChanged 161
Entering Unmasked Mstep 
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	Iteration 94Q: 3 clusters Score -6275691 nChanged 162
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6275700 nChanged 146
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Mstep: Class 1 contains 19820 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6275700 nChanged 160
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Mstep: Class 1 contains 19980 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6275716 nChanged 170
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Mstep: Class 1 contains 20150 members 
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Entering Unmasked Estep 
Score: -6275735.500000 Penalty: 5184.528320
	Iteration 98Q: 3 clusters Score -6275736 nChanged 163
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Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6275740 nChanged 159
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Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -6275765.500000 Penalty: 5184.528320
	Iteration 100F: 3 clusters Score -6275766 nChanged 144
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6275768 nChanged 127
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Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6275790 nChanged 129
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Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6275768 nChanged 125
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Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6275784 nChanged 127
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Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6275808 nChanged 104
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Mstep: Class 1 contains 21228 members 
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Entering Unmasked Estep 
Score: -6275793.000000 Penalty: 5184.528320
	Iteration 106Q: 3 clusters Score -6275793 nChanged 114
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Entering Unmasked Estep 
Score: -6275804.500000 Penalty: 5184.528320
	Iteration 107Q: 3 clusters Score -6275804 nChanged 135
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Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -6275815.000000 Penalty: 5184.528320
	Iteration 108Q: 3 clusters Score -6275815 nChanged 132
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Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6275836.500000 Penalty: 5184.528320
	Iteration 109Q: 3 clusters Score -6275836 nChanged 132
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Mstep: Class 1 contains 21741 members 
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Entering Unmasked Estep 
Score: -6275853.500000 Penalty: 5184.528320
	Iteration 110Q: 3 clusters Score -6275854 nChanged 148
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Mstep: Class 1 contains 21889 members 
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Entering Unmasked Estep 
Score: -6275827.500000 Penalty: 5184.528320
	Iteration 111Q: 3 clusters Score -6275828 nChanged 159
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Mstep: Class 1 contains 22048 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6275841 nChanged 137
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Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -6275859.000000 Penalty: 5184.528320
	Iteration 113Q: 3 clusters Score -6275859 nChanged 132
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Mstep: Class 1 contains 22315 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6275854 nChanged 110
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Mstep: Class 1 contains 22425 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6275849 nChanged 99
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Mstep: Class 1 contains 22524 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6275856 nChanged 99
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Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6275855 nChanged 100
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Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6275850 nChanged 79
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Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -6275857.500000 Penalty: 5184.528320
	Iteration 119Q: 3 clusters Score -6275858 nChanged 85
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Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -6275862.000000 Penalty: 5184.528320
	Iteration 120F: 3 clusters Score -6275862 nChanged 78
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6275868 nChanged 83
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6275881 nChanged 75
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6275908 nChanged 81
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Entering Unmasked Estep 
Score: -6275905.000000 Penalty: 5184.528320
	Iteration 124Q: 3 clusters Score -6275905 nChanged 69
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6275901 nChanged 75
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Score: -6275897.000000 Penalty: 5184.528320
	Iteration 126Q: 3 clusters Score -6275897 nChanged 80
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6275896 nChanged 83
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Entering Unmasked Estep 
Score: -6275880.000000 Penalty: 5184.528320
	Iteration 128Q: 3 clusters Score -6275880 nChanged 95
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Entering Unmasked Estep 
Score: -6275885.500000 Penalty: 5184.528320
	Iteration 129Q: 3 clusters Score -6275886 nChanged 73
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Entering Unmasked Estep 
Score: -6275890.000000 Penalty: 5184.528320
	Iteration 130Q: 3 clusters Score -6275890 nChanged 85
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Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -6275894.000000 Penalty: 5184.528320
	Iteration 131Q: 3 clusters Score -6275894 nChanged 78
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Mstep: Class 1 contains 23836 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6275902 nChanged 87
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Mstep: Class 1 contains 23923 members 
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Entering Unmasked Estep 
Score: -6275917.000000 Penalty: 5184.528320
	Iteration 133Q: 3 clusters Score -6275917 nChanged 79
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Mstep: Class 1 contains 24002 members 
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Entering Unmasked Estep 
Score: -6275922.000000 Penalty: 5184.528320
	Iteration 134Q: 3 clusters Score -6275922 nChanged 75
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Entering Unmasked Estep 
Score: -6275941.500000 Penalty: 5184.528320
	Iteration 135Q: 3 clusters Score -6275942 nChanged 92
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Entering Unmasked Estep 
Score: -6275947.500000 Penalty: 5184.528320
	Iteration 136Q: 3 clusters Score -6275948 nChanged 96
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6275977 nChanged 91
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Score: -6275965.500000 Penalty: 5184.528320
	Iteration 138Q: 3 clusters Score -6275966 nChanged 83
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Entering Unmasked Estep 
Score: -6275981.000000 Penalty: 5184.528320
	Iteration 139Q: 3 clusters Score -6275981 nChanged 80
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Score: -6275986.500000 Penalty: 5184.528320
	Iteration 140F: 3 clusters Score -6275986 nChanged 103
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Entering Unmasked Estep 
Score: -6276008.500000 Penalty: 5184.528320
	Iteration 141Q: 3 clusters Score -6276008 nChanged 104
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Score: -6276005.000000 Penalty: 5184.528320
	Iteration 142Q: 3 clusters Score -6276005 nChanged 96
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Entering Unmasked Estep 
Score: -6276009.500000 Penalty: 5184.528320
	Iteration 143Q: 3 clusters Score -6276010 nChanged 97
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Score: -6276026.000000 Penalty: 5184.528320
	Iteration 144Q: 3 clusters Score -6276026 nChanged 89
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Entering Unmasked Estep 
Score: -6276032.500000 Penalty: 5184.528320
	Iteration 145Q: 3 clusters Score -6276032 nChanged 83
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Mstep: Class 1 contains 25091 members 
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Entering Unmasked Estep 
Score: -6276029.500000 Penalty: 5184.528320
	Iteration 146Q: 3 clusters Score -6276030 nChanged 70
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Entering Unmasked Estep 
Score: -6276020.500000 Penalty: 5184.528320
	Iteration 147Q: 3 clusters Score -6276020 nChanged 64
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Score: -6276019.000000 Penalty: 5184.528320
	Iteration 148Q: 3 clusters Score -6276019 nChanged 68
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Entering Unmasked Estep 
Score: -6276037.000000 Penalty: 5184.528320
	Iteration 149Q: 3 clusters Score -6276037 nChanged 75
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Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -6276023.000000 Penalty: 5184.528320
	Iteration 150Q: 3 clusters Score -6276023 nChanged 76
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Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6276040.500000 Penalty: 5184.528320
	Iteration 151Q: 3 clusters Score -6276040 nChanged 82
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Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -6276063.000000 Penalty: 5184.528320
	Iteration 152Q: 3 clusters Score -6276063 nChanged 82
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Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -6276065.000000 Penalty: 5184.528320
	Iteration 153Q: 3 clusters Score -6276065 nChanged 91
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6276071.000000 Penalty: 5184.528320
	Iteration 154Q: 3 clusters Score -6276071 nChanged 91
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Entering Unmasked Estep 
Score: -6276072.500000 Penalty: 5184.528320
	Iteration 155Q: 3 clusters Score -6276072 nChanged 90
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Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6276078.000000 Penalty: 5184.528320
	Iteration 156Q: 3 clusters Score -6276078 nChanged 82
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Mstep: Class 1 contains 25958 members 
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Entering Unmasked Estep 
Score: -6276080.500000 Penalty: 5184.528320
	Iteration 157Q: 3 clusters Score -6276080 nChanged 82
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Entering Unmasked Estep 
Score: -6276082.000000 Penalty: 5184.528320
	Iteration 158Q: 3 clusters Score -6276082 nChanged 73
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6276086 nChanged 67
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Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -6276096.000000 Penalty: 5184.528320
	Iteration 160F: 3 clusters Score -6276096 nChanged 68
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Mstep: Class 1 contains 26248 members 
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Entering Unmasked Estep 
Score: -6276107.000000 Penalty: 5184.528320
	Iteration 161Q: 3 clusters Score -6276107 nChanged 74
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Mstep: Class 1 contains 26322 members 
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Entering Unmasked Estep 
Score: -6276101.000000 Penalty: 5184.528320
	Iteration 162Q: 3 clusters Score -6276101 nChanged 65
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Entering Unmasked Estep 
Score: -6276114.000000 Penalty: 5184.528320
	Iteration 163Q: 3 clusters Score -6276114 nChanged 62
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Entering Unmasked Estep 
Score: -6276125.500000 Penalty: 5184.528320
	Iteration 164Q: 3 clusters Score -6276126 nChanged 70
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Entering Unmasked Estep 
Score: -6276106.000000 Penalty: 5184.528320
	Iteration 165Q: 3 clusters Score -6276106 nChanged 59
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Entering Unmasked Estep 
Score: -6276124.500000 Penalty: 5184.528320
	Iteration 166Q: 3 clusters Score -6276124 nChanged 68
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Entering Unmasked Estep 
Score: -6276117.000000 Penalty: 5184.528320
	Iteration 167Q: 3 clusters Score -6276117 nChanged 68
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6276114 nChanged 81
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Entering Unmasked Estep 
Score: -6276108.000000 Penalty: 5184.528320
	Iteration 169Q: 3 clusters Score -6276108 nChanged 86
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Mstep: Class 1 contains 26881 members 
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Entering Unmasked Estep 
Score: -6276108.500000 Penalty: 5184.528320
	Iteration 170Q: 3 clusters Score -6276108 nChanged 92
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Mstep: Class 1 contains 26973 members 
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Entering Unmasked Estep 
Score: -6276125.000000 Penalty: 5184.528320
	Iteration 171Q: 3 clusters Score -6276125 nChanged 93
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Entering Unmasked Estep 
Score: -6276139.500000 Penalty: 5184.528320
	Iteration 172Q: 3 clusters Score -6276140 nChanged 93
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Entering Unmasked Estep 
Score: -6276149.000000 Penalty: 5184.528320
	Iteration 173Q: 3 clusters Score -6276149 nChanged 84
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Entering Unmasked Estep 
Score: -6276168.500000 Penalty: 5184.528320
	Iteration 174Q: 3 clusters Score -6276168 nChanged 80
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Entering Unmasked Estep 
Score: -6276187.500000 Penalty: 5184.528320
	Iteration 175Q: 3 clusters Score -6276188 nChanged 92
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Entering Unmasked Estep 
Score: -6276204.000000 Penalty: 5184.528320
	Iteration 176Q: 3 clusters Score -6276204 nChanged 95
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6276205 nChanged 105
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Entering Unmasked Estep 
Score: -6276221.500000 Penalty: 5184.528320
	Iteration 178Q: 3 clusters Score -6276222 nChanged 104
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Entering Unmasked Estep 
Score: -6276259.500000 Penalty: 5184.528320
	Iteration 179Q: 3 clusters Score -6276260 nChanged 114
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Entering Unmasked Estep 
Score: -6276268.000000 Penalty: 5184.528320
	Iteration 180F: 3 clusters Score -6276268 nChanged 101
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Entering Unmasked Estep 
Score: -6276289.000000 Penalty: 5184.528320
	Iteration 181Q: 3 clusters Score -6276289 nChanged 91
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Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6276281.500000 Penalty: 5184.528320
	Iteration 182Q: 3 clusters Score -6276282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6276286.000000 Penalty: 5184.528320
	Iteration 183Q: 3 clusters Score -6276286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -6276284.000000 Penalty: 5184.528320
	Iteration 184Q: 3 clusters Score -6276284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -6276290.500000 Penalty: 5184.528320
	Iteration 185Q: 3 clusters Score -6276290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6276285.000000 Penalty: 5184.528320
	Iteration 186Q: 3 clusters Score -6276285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -6276311.500000 Penalty: 5184.528320
	Iteration 187Q: 3 clusters Score -6276312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -6276312.000000 Penalty: 5184.528320
	Iteration 188Q: 3 clusters Score -6276312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6276300.000000 Penalty: 5184.528320
	Iteration 189Q: 3 clusters Score -6276300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -6276314.500000 Penalty: 5184.528320
	Iteration 190Q: 3 clusters Score -6276314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6276327.500000 Penalty: 5184.528320
	Iteration 191Q: 3 clusters Score -6276328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -6276329.000000 Penalty: 5184.528320
	Iteration 192Q: 3 clusters Score -6276329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6276354.500000 Penalty: 5184.528320
	Iteration 193Q: 3 clusters Score -6276354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6276347.000000 Penalty: 5184.528320
	Iteration 194Q: 3 clusters Score -6276347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -6276363.000000 Penalty: 5184.528320
	Iteration 195Q: 3 clusters Score -6276363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6276366.000000 Penalty: 5184.528320
	Iteration 196Q: 3 clusters Score -6276366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6276376.000000 Penalty: 5184.528320
	Iteration 197Q: 3 clusters Score -6276376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6276401.000000 Penalty: 5184.528320
	Iteration 198Q: 3 clusters Score -6276401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -6276399.000000 Penalty: 5184.528320
	Iteration 199Q: 3 clusters Score -6276399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6276388.500000 Penalty: 5184.528320
	Iteration 200F: 3 clusters Score -6276388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6276399.500000 Penalty: 5184.528320
	Iteration 201Q: 3 clusters Score -6276400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -6276400.000000 Penalty: 5184.528320
	Iteration 202Q: 3 clusters Score -6276400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -6276391.500000 Penalty: 5184.528320
	Iteration 203Q: 3 clusters Score -6276392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -6276383.000000 Penalty: 5184.528320
	Iteration 204Q: 3 clusters Score -6276383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -6276387.500000 Penalty: 5184.528320
	Iteration 205Q: 3 clusters Score -6276388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6276395.500000 Penalty: 5184.528320
	Iteration 206Q: 3 clusters Score -6276396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -6276391.000000 Penalty: 5184.528320
	Iteration 207Q: 3 clusters Score -6276391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6276389.000000 Penalty: 5184.528320
	Iteration 208Q: 3 clusters Score -6276389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6276398.500000 Penalty: 5184.528320
	Iteration 209Q: 3 clusters Score -6276398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -6276392.000000 Penalty: 5184.528320
	Iteration 210Q: 3 clusters Score -6276392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6276410.000000 Penalty: 5184.528320
	Iteration 211Q: 3 clusters Score -6276410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6276417.500000 Penalty: 5184.528320
	Iteration 212Q: 3 clusters Score -6276418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6276407.500000 Penalty: 5184.528320
	Iteration 213Q: 3 clusters Score -6276408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6276404.500000 Penalty: 5184.528320
	Iteration 214Q: 3 clusters Score -6276404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6276398.500000 Penalty: 5184.528320
	Iteration 215Q: 3 clusters Score -6276398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -6276407.000000 Penalty: 5184.528320
	Iteration 216Q: 3 clusters Score -6276407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6276413.000000 Penalty: 5184.528320
	Iteration 217Q: 3 clusters Score -6276413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6276414.000000 Penalty: 5184.528320
	Iteration 218Q: 3 clusters Score -6276414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6276415.000000 Penalty: 5184.528320
	Iteration 219Q: 3 clusters Score -6276415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6276414.000000 Penalty: 5184.528320
	Iteration 220F: 3 clusters Score -6276414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -6276414.500000 Penalty: 5184.528320
	Iteration 221Q: 3 clusters Score -6276414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6276423.000000 Penalty: 5184.528320
	Iteration 222Q: 3 clusters Score -6276423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6276430.000000 Penalty: 5184.528320
	Iteration 223Q: 3 clusters Score -6276430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6276422.500000 Penalty: 5184.528320
	Iteration 224Q: 3 clusters Score -6276422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6276419.500000 Penalty: 5184.528320
	Iteration 225Q: 3 clusters Score -6276420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -6276426.500000 Penalty: 5184.528320
	Iteration 226Q: 3 clusters Score -6276426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6276415.500000 Penalty: 5184.528320
	Iteration 227Q: 3 clusters Score -6276416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6276429.000000 Penalty: 5184.528320
	Iteration 228Q: 3 clusters Score -6276429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -6276437.000000 Penalty: 5184.528320
	Iteration 229Q: 3 clusters Score -6276437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6276434.000000 Penalty: 5184.528320
	Iteration 230Q: 3 clusters Score -6276434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6276437.500000 Penalty: 5184.528320
	Iteration 231Q: 3 clusters Score -6276438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6276447.500000 Penalty: 5184.528320
	Iteration 232Q: 3 clusters Score -6276448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6276442.000000 Penalty: 5184.528320
	Iteration 233Q: 3 clusters Score -6276442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6276442.500000 Penalty: 5184.528320
	Iteration 234Q: 3 clusters Score -6276442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6276427.500000 Penalty: 5184.528320
	Iteration 235Q: 3 clusters Score -6276428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6276429.500000 Penalty: 5184.528320
	Iteration 236Q: 3 clusters Score -6276430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -6276435.500000 Penalty: 5184.528320
	Iteration 237Q: 3 clusters Score -6276436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6276433.000000 Penalty: 5184.528320
	Iteration 238Q: 3 clusters Score -6276433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6276436.000000 Penalty: 5184.528320
	Iteration 239Q: 3 clusters Score -6276436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6276435.000000 Penalty: 5184.528320
	Iteration 240F: 3 clusters Score -6276435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6276444.000000 Penalty: 5184.528320
	Iteration 241Q: 3 clusters Score -6276444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6276442.500000 Penalty: 5184.528320
	Iteration 242Q: 3 clusters Score -6276442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6276449.500000 Penalty: 5184.528320
	Iteration 243Q: 3 clusters Score -6276450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6276449.500000 Penalty: 5184.528320
	Iteration 244Q: 3 clusters Score -6276450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6276443.500000 Penalty: 5184.528320
	Iteration 245Q: 3 clusters Score -6276444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6276441.500000 Penalty: 5184.528320
	Iteration 246Q: 3 clusters Score -6276442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6276458.000000 Penalty: 5184.528320
	Iteration 247Q: 3 clusters Score -6276458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6276446.000000 Penalty: 5184.528320
	Iteration 248Q: 3 clusters Score -6276446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6276457.000000 Penalty: 5184.528320
	Iteration 249Q: 3 clusters Score -6276457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6276453.000000 Penalty: 5184.528320
	Iteration 250Q: 3 clusters Score -6276453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6276441.500000 Penalty: 5184.528320
	Iteration 251Q: 3 clusters Score -6276442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6276445.500000 Penalty: 5184.528320
	Iteration 252Q: 3 clusters Score -6276446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6276445.500000 Penalty: 5184.528320
	Iteration 253Q: 3 clusters Score -6276446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6276451.500000 Penalty: 5184.528320
	Iteration 254Q: 3 clusters Score -6276452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6276441.500000 Penalty: 5184.528320
	Iteration 255Q: 3 clusters Score -6276442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6276444.500000 Penalty: 5184.528320
	Iteration 256Q: 3 clusters Score -6276444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6276446.000000 Penalty: 5184.528320
	Iteration 257Q: 3 clusters Score -6276446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6276450.000000 Penalty: 5184.528320
	Iteration 258Q: 3 clusters Score -6276450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6276445.000000 Penalty: 5184.528320
	Iteration 259Q: 3 clusters Score -6276445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6276449.500000 Penalty: 5184.528320
	Iteration 260F: 3 clusters Score -6276450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6276455.500000 Penalty: 5184.528320
	Iteration 261Q: 3 clusters Score -6276456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6276455.500000 Penalty: 5184.528320
	Iteration 262Q: 3 clusters Score -6276456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6276463.000000 Penalty: 5184.528320
	Iteration 263Q: 3 clusters Score -6276463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6276472.500000 Penalty: 5184.528320
	Iteration 264Q: 3 clusters Score -6276472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6276475.000000 Penalty: 5184.528320
	Iteration 265Q: 3 clusters Score -6276475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6276466.500000 Penalty: 5184.528320
	Iteration 266Q: 3 clusters Score -6276466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6276463.500000 Penalty: 5184.528320
	Iteration 267Q: 3 clusters Score -6276464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6276463.500000 Penalty: 5184.528320
	Iteration 268F: 3 clusters Score -6276464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -508925.781250 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -508925.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -505506.562500 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -505506.6 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -506485.937500 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -506485.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -507251.531250 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -507251.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -508202.156250 Penalty: 4010.706787
	Iteration 3F: 3 clusters Score -508202.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -508886.156250 Penalty: 4010.706787
	Iteration 4F: 3 clusters Score -508886.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -509204.750000 Penalty: 4010.706787
	Iteration 5F: 3 clusters Score -509204.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -509339.843750 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -509339.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -509401.218750 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -509401.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -509438.218750 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -509438.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -509468.718750 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -509468.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -509496.125000 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -509496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -509516.468750 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -509516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -509538.937500 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -509538.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -509565.593750 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -509565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -509584.656250 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -509584.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -509595.500000 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -509595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -509605.781250 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -509605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -509628.187500 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -509628.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -509671.843750 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -509671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -509693.875000 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -509693.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -509753.781250 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -509753.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -509846.718750 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -509846.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -509902.968750 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -509903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -509921.593750 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -509921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509928.687500 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -509928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509932.281250 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -509932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509932.875000 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -509932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -509933.218750 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -509933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509934.281250 Penalty: 4010.706787
	Iteration 28Q: 3 clusters Score -509934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -509934.062500 Penalty: 4010.706787
	Iteration 29Q: 3 clusters Score -509934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -509935.343750 Penalty: 4010.706787
	Iteration 30Q: 3 clusters Score -509935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -509936.687500 Penalty: 4010.706787
	Iteration 31Q: 3 clusters Score -509936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509937.593750 Penalty: 4010.706787
	Iteration 32Q: 3 clusters Score -509937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -509937.593750 Penalty: 4010.706787
	Iteration 33F: 3 clusters Score -509937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 735 members 
Entering Unmasked Estep 
Score: -117280264.000000 Penalty: 203298.921875
Splitting cluster 23 changes total score from -117280464.000000 to -117280264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (35465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Entering Unmasked Estep 
Score: -6136863.000000 Penalty: 2598.122803
	Iteration 0F: 2 clusters Score -6136863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -6112860.500000 Penalty: 5196.245605
	Iteration 0F: 3 clusters Score -6112860 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6121769.000000 Penalty: 5196.245605
	Iteration 1F: 3 clusters Score -6121769 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6122556.500000 Penalty: 5196.245605
	Iteration 2F: 3 clusters Score -6122556 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -6123394.500000 Penalty: 5196.245605
	Iteration 3F: 3 clusters Score -6123394 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -6124290.500000 Penalty: 5196.245605
	Iteration 4F: 3 clusters Score -6124290 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -6125315.500000 Penalty: 5196.245605
	Iteration 5F: 3 clusters Score -6125316 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -6126374.500000 Penalty: 5196.245605
	Iteration 6F: 3 clusters Score -6126374 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6127540.500000 Penalty: 5196.245605
	Iteration 7F: 3 clusters Score -6127540 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6128657.500000 Penalty: 5196.245605
	Iteration 8F: 3 clusters Score -6128658 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6129717.500000 Penalty: 5196.245605
	Iteration 9Q: 3 clusters Score -6129718 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -6130615.000000 Penalty: 5196.245605
	Iteration 10Q: 3 clusters Score -6130615 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -6131315.000000 Penalty: 5196.245605
	Iteration 11Q: 3 clusters Score -6131315 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -6131882.500000 Penalty: 5196.245605
	Iteration 12Q: 3 clusters Score -6131882 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -6132357.000000 Penalty: 5196.245605
	Iteration 13Q: 3 clusters Score -6132357 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -6132736.000000 Penalty: 5196.245605
	Iteration 14Q: 3 clusters Score -6132736 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6133126.000000 Penalty: 5196.245605
	Iteration 15Q: 3 clusters Score -6133126 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6133435.000000 Penalty: 5196.245605
	Iteration 16Q: 3 clusters Score -6133435 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6133775.500000 Penalty: 5196.245605
	Iteration 17Q: 3 clusters Score -6133776 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6134006.000000 Penalty: 5196.245605
	Iteration 18Q: 3 clusters Score -6134006 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6134193.500000 Penalty: 5196.245605
	Iteration 19Q: 3 clusters Score -6134194 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6134325.000000 Penalty: 5196.245605
	Iteration 20F: 3 clusters Score -6134325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6134495.500000 Penalty: 5196.245605
	Iteration 21Q: 3 clusters Score -6134496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6134615.000000 Penalty: 5196.245605
	Iteration 22Q: 3 clusters Score -6134615 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6134702.000000 Penalty: 5196.245605
	Iteration 23Q: 3 clusters Score -6134702 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6134736.500000 Penalty: 5196.245605
	Iteration 24Q: 3 clusters Score -6134736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6134799.500000 Penalty: 5196.245605
	Iteration 25Q: 3 clusters Score -6134800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6134845.000000 Penalty: 5196.245605
	Iteration 26Q: 3 clusters Score -6134845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6134879.500000 Penalty: 5196.245605
	Iteration 27Q: 3 clusters Score -6134880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6134910.000000 Penalty: 5196.245605
	Iteration 28Q: 3 clusters Score -6134910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6134923.000000 Penalty: 5196.245605
	Iteration 29Q: 3 clusters Score -6134923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6134937.000000 Penalty: 5196.245605
	Iteration 30Q: 3 clusters Score -6134937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6134936.000000 Penalty: 5196.245605
	Iteration 31Q: 3 clusters Score -6134936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6134941.500000 Penalty: 5196.245605
	Iteration 32Q: 3 clusters Score -6134942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6134929.000000 Penalty: 5196.245605
	Iteration 33Q: 3 clusters Score -6134929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6134941.500000 Penalty: 5196.245605
	Iteration 34Q: 3 clusters Score -6134942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6134945.000000 Penalty: 5196.245605
	Iteration 35Q: 3 clusters Score -6134945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6134947.500000 Penalty: 5196.245605
	Iteration 36Q: 3 clusters Score -6134948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6134948.500000 Penalty: 5196.245605
	Iteration 37Q: 3 clusters Score -6134948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6134944.500000 Penalty: 5196.245605
	Iteration 38Q: 3 clusters Score -6134944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6134955.500000 Penalty: 5196.245605
	Iteration 39Q: 3 clusters Score -6134956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6134947.500000 Penalty: 5196.245605
	Iteration 40F: 3 clusters Score -6134948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6134949.500000 Penalty: 5196.245605
	Iteration 41Q: 3 clusters Score -6134950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6134946.500000 Penalty: 5196.245605
	Iteration 42Q: 3 clusters Score -6134946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6134940.000000 Penalty: 5196.245605
	Iteration 43Q: 3 clusters Score -6134940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6134949.000000 Penalty: 5196.245605
	Iteration 44Q: 3 clusters Score -6134949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6134946.500000 Penalty: 5196.245605
	Iteration 45Q: 3 clusters Score -6134946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6134946.500000 Penalty: 5196.245605
	Iteration 46Q: 3 clusters Score -6134946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6134961.000000 Penalty: 5196.245605
	Iteration 47Q: 3 clusters Score -6134961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6134960.000000 Penalty: 5196.245605
	Iteration 48Q: 3 clusters Score -6134960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6134962.000000 Penalty: 5196.245605
	Iteration 49Q: 3 clusters Score -6134962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6134966.000000 Penalty: 5196.245605
	Iteration 50Q: 3 clusters Score -6134966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6134957.000000 Penalty: 5196.245605
	Iteration 51Q: 3 clusters Score -6134957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6134963.000000 Penalty: 5196.245605
	Iteration 52Q: 3 clusters Score -6134963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6134962.500000 Penalty: 5196.245605
	Iteration 53Q: 3 clusters Score -6134962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6134960.500000 Penalty: 5196.245605
	Iteration 54Q: 3 clusters Score -6134960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6134962.000000 Penalty: 5196.245605
	Iteration 55Q: 3 clusters Score -6134962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6134965.000000 Penalty: 5196.245605
	Iteration 56Q: 3 clusters Score -6134965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6134965.000000 Penalty: 5196.245605
	Iteration 57F: 3 clusters Score -6134965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Entering Unmasked Estep 
Score: -5478879.500000 Penalty: 2560.288330
	Iteration 0F: 2 clusters Score -5478880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5458254.000000 Penalty: 5120.576660
	Iteration 0F: 3 clusters Score -5458254 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5465666.500000 Penalty: 5120.576660
	Iteration 1F: 3 clusters Score -5465666 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5466281.000000 Penalty: 5120.576660
	Iteration 2F: 3 clusters Score -5466281 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5466887.500000 Penalty: 5120.576660
	Iteration 3Q: 3 clusters Score -5466888 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5467681.000000 Penalty: 5120.576660
	Iteration 4F: 3 clusters Score -5467681 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -5468774.500000 Penalty: 5120.576660
	Iteration 5F: 3 clusters Score -5468774 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -5470325.500000 Penalty: 5120.576660
	Iteration 6F: 3 clusters Score -5470326 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -5472201.000000 Penalty: 5120.576660
	Iteration 7F: 3 clusters Score -5472201 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5474027.500000 Penalty: 5120.576660
	Iteration 8F: 3 clusters Score -5474028 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5475239.500000 Penalty: 5120.576660
	Iteration 9F: 3 clusters Score -5475240 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5475989.500000 Penalty: 5120.576660
	Iteration 10Q: 3 clusters Score -5475990 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5476364.000000 Penalty: 5120.576660
	Iteration 11Q: 3 clusters Score -5476364 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5476618.500000 Penalty: 5120.576660
	Iteration 12Q: 3 clusters Score -5476618 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5476778.000000 Penalty: 5120.576660
	Iteration 13Q: 3 clusters Score -5476778 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5476868.500000 Penalty: 5120.576660
	Iteration 14Q: 3 clusters Score -5476868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5476960.000000 Penalty: 5120.576660
	Iteration 15Q: 3 clusters Score -5476960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5477011.000000 Penalty: 5120.576660
	Iteration 16Q: 3 clusters Score -5477011 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5477049.500000 Penalty: 5120.576660
	Iteration 17Q: 3 clusters Score -5477050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5477082.500000 Penalty: 5120.576660
	Iteration 18Q: 3 clusters Score -5477082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5477114.000000 Penalty: 5120.576660
	Iteration 19Q: 3 clusters Score -5477114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5477127.500000 Penalty: 5120.576660
	Iteration 20F: 3 clusters Score -5477128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5477158.500000 Penalty: 5120.576660
	Iteration 21Q: 3 clusters Score -5477158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5477172.500000 Penalty: 5120.576660
	Iteration 22Q: 3 clusters Score -5477172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5477187.500000 Penalty: 5120.576660
	Iteration 23Q: 3 clusters Score -5477188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5477208.000000 Penalty: 5120.576660
	Iteration 24Q: 3 clusters Score -5477208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5477215.000000 Penalty: 5120.576660
	Iteration 25Q: 3 clusters Score -5477215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5477213.000000 Penalty: 5120.576660
	Iteration 26Q: 3 clusters Score -5477213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5477220.500000 Penalty: 5120.576660
	Iteration 27Q: 3 clusters Score -5477220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5477216.500000 Penalty: 5120.576660
	Iteration 28Q: 3 clusters Score -5477216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5477223.500000 Penalty: 5120.576660
	Iteration 29Q: 3 clusters Score -5477224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5477226.000000 Penalty: 5120.576660
	Iteration 30Q: 3 clusters Score -5477226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5477233.000000 Penalty: 5120.576660
	Iteration 31Q: 3 clusters Score -5477233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5477230.500000 Penalty: 5120.576660
	Iteration 32Q: 3 clusters Score -5477230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5477239.000000 Penalty: 5120.576660
	Iteration 33Q: 3 clusters Score -5477239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5477234.000000 Penalty: 5120.576660
	Iteration 34Q: 3 clusters Score -5477234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5477239.500000 Penalty: 5120.576660
	Iteration 35Q: 3 clusters Score -5477240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5477235.500000 Penalty: 5120.576660
	Iteration 36Q: 3 clusters Score -5477236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5477238.500000 Penalty: 5120.576660
	Iteration 37Q: 3 clusters Score -5477238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5477241.500000 Penalty: 5120.576660
	Iteration 38Q: 3 clusters Score -5477242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5477246.000000 Penalty: 5120.576660
	Iteration 39Q: 3 clusters Score -5477246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5477250.500000 Penalty: 5120.576660
	Iteration 40F: 3 clusters Score -5477250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5477255.500000 Penalty: 5120.576660
	Iteration 41Q: 3 clusters Score -5477256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5477259.500000 Penalty: 5120.576660
	Iteration 42Q: 3 clusters Score -5477260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5477259.000000 Penalty: 5120.576660
	Iteration 43Q: 3 clusters Score -5477259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5477261.000000 Penalty: 5120.576660
	Iteration 44Q: 3 clusters Score -5477261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5477262.000000 Penalty: 5120.576660
	Iteration 45Q: 3 clusters Score -5477262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5477263.500000 Penalty: 5120.576660
	Iteration 46Q: 3 clusters Score -5477264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5477263.500000 Penalty: 5120.576660
	Iteration 47F: 3 clusters Score -5477264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -532641.437500 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -532641.4 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 1590 members 
Entering Unmasked Estep 
Score: -529251.812500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -529251.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -529971.187500 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -529971.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -530190.812500 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -530190.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -530384.875000 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -530384.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -530557.687500 Penalty: 3994.097168
	Iteration 4F: 3 clusters Score -530557.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -530717.625000 Penalty: 3994.097168
	Iteration 5F: 3 clusters Score -530717.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -530883.187500 Penalty: 3994.097168
	Iteration 6F: 3 clusters Score -530883.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -531001.500000 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -531001.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -531071.312500 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -531071.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -531133.625000 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -531133.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -531189.687500 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -531189.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -531238.500000 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -531238.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -531282.437500 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -531282.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -531315.812500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -531315.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -531360.187500 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -531360.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -531403.812500 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -531403.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -531437.375000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -531437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -531473.750000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -531473.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -531522.750000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -531522.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -531586.937500 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -531586.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -531682.437500 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -531682.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -531816.250000 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -531816.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -531958.312500 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -531958.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -532106.437500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -532106.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -532270.937500 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -532270.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -532394.500000 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -532394.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -532482.875000 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -532482.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -532523.125000 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -532523.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -532540.500000 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -532540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -532547.812500 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -532547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -532550.750000 Penalty: 3994.097168
	Iteration 30Q: 3 clusters Score -532550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -532551.562500 Penalty: 3994.097168
	Iteration 31Q: 3 clusters Score -532551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -532553.250000 Penalty: 3994.097168
	Iteration 32Q: 3 clusters Score -532553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -532553.937500 Penalty: 3994.097168
	Iteration 33Q: 3 clusters Score -532553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -532555.750000 Penalty: 3994.097168
	Iteration 34Q: 3 clusters Score -532555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -532557.500000 Penalty: 3994.097168
	Iteration 35Q: 3 clusters Score -532557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -532557.500000 Penalty: 3994.097168
	Iteration 36F: 3 clusters Score -532557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85599.468750 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85599.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85916.054688 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85916.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86085.656250 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86085.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86318.953125 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -86318.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86471.656250 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -86471.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86574.820312 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86574.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86635.250000 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86635.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86685.187500 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86685.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86722.968750 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86722.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86732.226562 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86732.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86743.828125 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86743.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86748.953125 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86748.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86756.585938 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86756.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86756.585938 Penalty: 3129.719482
	Iteration 13F: 3 clusters Score -86756.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -135063.281250 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135063.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -135358.437500 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135358.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -135473.921875 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135473.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -135589.218750 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -135589.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135678.593750 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -135678.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135745.031250 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135831.500000 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135831.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -135907.406250 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135907.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135956.468750 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135956.5 nChanged 12
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: -135973.593750 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136001.625000 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -136001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -136021.765625 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -136021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136035.890625 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -136035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136042.953125 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -136043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -136045.890625 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -136045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136049.265625 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -136049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -136050.937500 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -136050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -136050.937500 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -136050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -26985.871094 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -26985.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26061.910156 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -26061.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26747.009766 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -26747.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26941.162109 Penalty: 2815.669922
	Iteration 2F: 3 clusters Score -26941.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26983.814453 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -26983.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26992.349609 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -26992.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27016.996094 Penalty: 2815.669922
	Iteration 5Q: 3 clusters Score -27017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27044.148438 Penalty: 2815.669922
	Iteration 6Q: 3 clusters Score -27044.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27044.148438 Penalty: 2815.669922
	Iteration 7F: 3 clusters Score -27044.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 95 members 
Entering Unmasked Estep 
Score: -117278648.000000 Penalty: 203298.921875
Splitting cluster 29 changes total score from -117280464.000000 to -117278648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -322266.937500 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -322266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -319724.562500 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -319724.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -320358.156250 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -320358.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -320624.437500 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -320624.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -320861.718750 Penalty: 3781.083984
	Iteration 3F: 3 clusters Score -320861.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -321062.468750 Penalty: 3781.083984
	Iteration 4F: 3 clusters Score -321062.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321229.625000 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -321229.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -321336.687500 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -321336.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -321382.343750 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -321382.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -321423.875000 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -321423.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -321455.625000 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -321455.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -321485.312500 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -321485.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -321507.968750 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -321508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -321522.062500 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -321522.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -321532.312500 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -321532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -321537.781250 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -321537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -321555.625000 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -321555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -321563.843750 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -321563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321573.656250 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -321573.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -321582.843750 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -321582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -321590.531250 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -321590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -321598.375000 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -321598.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -321603.375000 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -321603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -321607.937500 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -321607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -321611.968750 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -321612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -321616.093750 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -321616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321626.812500 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -321626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -321641.593750 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -321641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -321644.812500 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -321644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321645.562500 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -321645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -321646.125000 Penalty: 3781.083984
	Iteration 29Q: 3 clusters Score -321646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -321646.187500 Penalty: 3781.083984
	Iteration 30Q: 3 clusters Score -321646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -321646.656250 Penalty: 3781.083984
	Iteration 31Q: 3 clusters Score -321646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321647.031250 Penalty: 3781.083984
	Iteration 32Q: 3 clusters Score -321647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321647.031250 Penalty: 3781.083984
	Iteration 33F: 3 clusters Score -321647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Entering Unmasked Estep 
Score: -1746892.750000 Penalty: 2286.263428
	Iteration 0F: 2 clusters Score -1746893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1739280.375000 Penalty: 4572.526855
	Iteration 0F: 3 clusters Score -1739280 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1741500.875000 Penalty: 4572.526855
	Iteration 1F: 3 clusters Score -1741501 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1741830.500000 Penalty: 4572.526855
	Iteration 2F: 3 clusters Score -1741830 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1742030.250000 Penalty: 4572.526855
	Iteration 3Q: 3 clusters Score -1742030 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1742196.500000 Penalty: 4572.526855
	Iteration 4Q: 3 clusters Score -1742196 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1742319.875000 Penalty: 4572.526855
	Iteration 5Q: 3 clusters Score -1742320 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1742434.250000 Penalty: 4572.526855
	Iteration 6Q: 3 clusters Score -1742434 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1742527.250000 Penalty: 4572.526855
	Iteration 7Q: 3 clusters Score -1742527 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1742615.500000 Penalty: 4572.526855
	Iteration 8Q: 3 clusters Score -1742616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1742705.375000 Penalty: 4572.526855
	Iteration 9Q: 3 clusters Score -1742705 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1742802.000000 Penalty: 4572.526855
	Iteration 10Q: 3 clusters Score -1742802 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1742891.125000 Penalty: 4572.526855
	Iteration 11Q: 3 clusters Score -1742891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1742991.500000 Penalty: 4572.526855
	Iteration 12Q: 3 clusters Score -1742992 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1743086.500000 Penalty: 4572.526855
	Iteration 13Q: 3 clusters Score -1743086 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1743192.500000 Penalty: 4572.526855
	Iteration 14Q: 3 clusters Score -1743192 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1743277.125000 Penalty: 4572.526855
	Iteration 15Q: 3 clusters Score -1743277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1743355.125000 Penalty: 4572.526855
	Iteration 16Q: 3 clusters Score -1743355 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1743419.875000 Penalty: 4572.526855
	Iteration 17Q: 3 clusters Score -1743420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1743481.375000 Penalty: 4572.526855
	Iteration 18Q: 3 clusters Score -1743481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1743537.875000 Penalty: 4572.526855
	Iteration 19Q: 3 clusters Score -1743538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1743572.250000 Penalty: 4572.526855
	Iteration 20F: 3 clusters Score -1743572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1743613.875000 Penalty: 4572.526855
	Iteration 21Q: 3 clusters Score -1743614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1743652.750000 Penalty: 4572.526855
	Iteration 22Q: 3 clusters Score -1743653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1743682.750000 Penalty: 4572.526855
	Iteration 23Q: 3 clusters Score -1743683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1743728.375000 Penalty: 4572.526855
	Iteration 24Q: 3 clusters Score -1743728 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1743763.500000 Penalty: 4572.526855
	Iteration 25Q: 3 clusters Score -1743764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1743804.750000 Penalty: 4572.526855
	Iteration 26Q: 3 clusters Score -1743805 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1743832.375000 Penalty: 4572.526855
	Iteration 27Q: 3 clusters Score -1743832 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1743850.000000 Penalty: 4572.526855
	Iteration 28Q: 3 clusters Score -1743850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1743881.875000 Penalty: 4572.526855
	Iteration 29Q: 3 clusters Score -1743882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1743903.000000 Penalty: 4572.526855
	Iteration 30Q: 3 clusters Score -1743903 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1743930.875000 Penalty: 4572.526855
	Iteration 31Q: 3 clusters Score -1743931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1743954.000000 Penalty: 4572.526855
	Iteration 32Q: 3 clusters Score -1743954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1743970.625000 Penalty: 4572.526855
	Iteration 33Q: 3 clusters Score -1743971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1743992.375000 Penalty: 4572.526855
	Iteration 34Q: 3 clusters Score -1743992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1744004.750000 Penalty: 4572.526855
	Iteration 35Q: 3 clusters Score -1744005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1744020.875000 Penalty: 4572.526855
	Iteration 36Q: 3 clusters Score -1744021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1744039.375000 Penalty: 4572.526855
	Iteration 37Q: 3 clusters Score -1744039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1744050.500000 Penalty: 4572.526855
	Iteration 38Q: 3 clusters Score -1744050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1744058.750000 Penalty: 4572.526855
	Iteration 39Q: 3 clusters Score -1744059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1744071.500000 Penalty: 4572.526855
	Iteration 40F: 3 clusters Score -1744072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1744090.750000 Penalty: 4572.526855
	Iteration 41Q: 3 clusters Score -1744091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1744103.250000 Penalty: 4572.526855
	Iteration 42Q: 3 clusters Score -1744103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1744113.625000 Penalty: 4572.526855
	Iteration 43Q: 3 clusters Score -1744114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1744120.375000 Penalty: 4572.526855
	Iteration 44Q: 3 clusters Score -1744120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1744122.500000 Penalty: 4572.526855
	Iteration 45Q: 3 clusters Score -1744122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1744134.000000 Penalty: 4572.526855
	Iteration 46Q: 3 clusters Score -1744134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1744141.500000 Penalty: 4572.526855
	Iteration 47Q: 3 clusters Score -1744142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1744151.250000 Penalty: 4572.526855
	Iteration 48Q: 3 clusters Score -1744151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1744165.000000 Penalty: 4572.526855
	Iteration 49Q: 3 clusters Score -1744165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1744168.125000 Penalty: 4572.526855
	Iteration 50Q: 3 clusters Score -1744168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1744171.500000 Penalty: 4572.526855
	Iteration 51Q: 3 clusters Score -1744172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1744179.375000 Penalty: 4572.526855
	Iteration 52Q: 3 clusters Score -1744179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1744184.875000 Penalty: 4572.526855
	Iteration 53Q: 3 clusters Score -1744185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1744188.250000 Penalty: 4572.526855
	Iteration 54Q: 3 clusters Score -1744188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1744198.875000 Penalty: 4572.526855
	Iteration 55Q: 3 clusters Score -1744199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1744202.250000 Penalty: 4572.526855
	Iteration 56Q: 3 clusters Score -1744202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1744210.750000 Penalty: 4572.526855
	Iteration 57Q: 3 clusters Score -1744211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1744220.875000 Penalty: 4572.526855
	Iteration 58Q: 3 clusters Score -1744221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1744232.750000 Penalty: 4572.526855
	Iteration 59Q: 3 clusters Score -1744233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1744241.875000 Penalty: 4572.526855
	Iteration 60F: 3 clusters Score -1744242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1744254.250000 Penalty: 4572.526855
	Iteration 61Q: 3 clusters Score -1744254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1744272.625000 Penalty: 4572.526855
	Iteration 62Q: 3 clusters Score -1744273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1744282.250000 Penalty: 4572.526855
	Iteration 63Q: 3 clusters Score -1744282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1744294.750000 Penalty: 4572.526855
	Iteration 64Q: 3 clusters Score -1744295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1744308.500000 Penalty: 4572.526855
	Iteration 65Q: 3 clusters Score -1744308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1744317.625000 Penalty: 4572.526855
	Iteration 66Q: 3 clusters Score -1744318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1744329.125000 Penalty: 4572.526855
	Iteration 67Q: 3 clusters Score -1744329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1744342.750000 Penalty: 4572.526855
	Iteration 68Q: 3 clusters Score -1744343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1744358.125000 Penalty: 4572.526855
	Iteration 69Q: 3 clusters Score -1744358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1744377.750000 Penalty: 4572.526855
	Iteration 70Q: 3 clusters Score -1744378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1744411.125000 Penalty: 4572.526855
	Iteration 71Q: 3 clusters Score -1744411 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1744451.875000 Penalty: 4572.526855
	Iteration 72Q: 3 clusters Score -1744452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1744486.250000 Penalty: 4572.526855
	Iteration 73Q: 3 clusters Score -1744486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1744516.875000 Penalty: 4572.526855
	Iteration 74Q: 3 clusters Score -1744517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1744551.500000 Penalty: 4572.526855
	Iteration 75Q: 3 clusters Score -1744552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1744574.000000 Penalty: 4572.526855
	Iteration 76Q: 3 clusters Score -1744574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1744601.625000 Penalty: 4572.526855
	Iteration 77Q: 3 clusters Score -1744602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1744627.125000 Penalty: 4572.526855
	Iteration 78Q: 3 clusters Score -1744627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1744653.000000 Penalty: 4572.526855
	Iteration 79Q: 3 clusters Score -1744653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1744684.500000 Penalty: 4572.526855
	Iteration 80F: 3 clusters Score -1744684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1744708.875000 Penalty: 4572.526855
	Iteration 81Q: 3 clusters Score -1744709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1744730.875000 Penalty: 4572.526855
	Iteration 82Q: 3 clusters Score -1744731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1744756.875000 Penalty: 4572.526855
	Iteration 83Q: 3 clusters Score -1744757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1744766.375000 Penalty: 4572.526855
	Iteration 84Q: 3 clusters Score -1744766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1744778.875000 Penalty: 4572.526855
	Iteration 85Q: 3 clusters Score -1744779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1744793.625000 Penalty: 4572.526855
	Iteration 86Q: 3 clusters Score -1744794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1744801.500000 Penalty: 4572.526855
	Iteration 87Q: 3 clusters Score -1744802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1744815.125000 Penalty: 4572.526855
	Iteration 88Q: 3 clusters Score -1744815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1744827.875000 Penalty: 4572.526855
	Iteration 89Q: 3 clusters Score -1744828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1744839.125000 Penalty: 4572.526855
	Iteration 90Q: 3 clusters Score -1744839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1744849.625000 Penalty: 4572.526855
	Iteration 91Q: 3 clusters Score -1744850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1744855.250000 Penalty: 4572.526855
	Iteration 92Q: 3 clusters Score -1744855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1744861.125000 Penalty: 4572.526855
	Iteration 93Q: 3 clusters Score -1744861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1744862.875000 Penalty: 4572.526855
	Iteration 94Q: 3 clusters Score -1744863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1744868.375000 Penalty: 4572.526855
	Iteration 95Q: 3 clusters Score -1744868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1744866.250000 Penalty: 4572.526855
	Iteration 96Q: 3 clusters Score -1744866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1744871.625000 Penalty: 4572.526855
	Iteration 97Q: 3 clusters Score -1744872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1744873.250000 Penalty: 4572.526855
	Iteration 98Q: 3 clusters Score -1744873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1744871.875000 Penalty: 4572.526855
	Iteration 99Q: 3 clusters Score -1744872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1744872.250000 Penalty: 4572.526855
	Iteration 100F: 3 clusters Score -1744872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1744872.250000 Penalty: 4572.526855
	Iteration 101Q: 3 clusters Score -1744872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1744872.250000 Penalty: 4572.526855
	Iteration 102F: 3 clusters Score -1744872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -662515.937500 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -662515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -658634.625000 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -658634.6 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -659670.187500 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -659670.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -659958.250000 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -659958.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -660200.687500 Penalty: 4115.333984
	Iteration 3F: 3 clusters Score -660200.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -660414.625000 Penalty: 4115.333984
	Iteration 4F: 3 clusters Score -660414.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -660564.125000 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -660564.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -660679.062500 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -660679.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -660765.562500 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -660765.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -660841.187500 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -660841.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -660901.062500 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -660901.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -660952.750000 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -660952.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -660990.125000 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -660990.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -661025.000000 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -661025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -661057.500000 Penalty: 4115.333984
	Iteration 13Q: 3 clusters Score -661057.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -661082.750000 Penalty: 4115.333984
	Iteration 14Q: 3 clusters Score -661082.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -661102.250000 Penalty: 4115.333984
	Iteration 15Q: 3 clusters Score -661102.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -661125.187500 Penalty: 4115.333984
	Iteration 16Q: 3 clusters Score -661125.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -661151.125000 Penalty: 4115.333984
	Iteration 17Q: 3 clusters Score -661151.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -661181.062500 Penalty: 4115.333984
	Iteration 18Q: 3 clusters Score -661181.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -661203.312500 Penalty: 4115.333984
	Iteration 19Q: 3 clusters Score -661203.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -661234.062500 Penalty: 4115.333984
	Iteration 20F: 3 clusters Score -661234.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -661259.375000 Penalty: 4115.333984
	Iteration 21Q: 3 clusters Score -661259.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -661277.000000 Penalty: 4115.333984
	Iteration 22Q: 3 clusters Score -661277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -661294.625000 Penalty: 4115.333984
	Iteration 23Q: 3 clusters Score -661294.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -661313.312500 Penalty: 4115.333984
	Iteration 24Q: 3 clusters Score -661313.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -661335.187500 Penalty: 4115.333984
	Iteration 25Q: 3 clusters Score -661335.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -661368.375000 Penalty: 4115.333984
	Iteration 26Q: 3 clusters Score -661368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -661394.500000 Penalty: 4115.333984
	Iteration 27Q: 3 clusters Score -661394.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -661426.812500 Penalty: 4115.333984
	Iteration 28Q: 3 clusters Score -661426.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -661460.125000 Penalty: 4115.333984
	Iteration 29Q: 3 clusters Score -661460.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -661492.375000 Penalty: 4115.333984
	Iteration 30Q: 3 clusters Score -661492.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -661522.062500 Penalty: 4115.333984
	Iteration 31Q: 3 clusters Score -661522.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -661540.750000 Penalty: 4115.333984
	Iteration 32Q: 3 clusters Score -661540.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -661551.125000 Penalty: 4115.333984
	Iteration 33Q: 3 clusters Score -661551.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -661559.937500 Penalty: 4115.333984
	Iteration 34Q: 3 clusters Score -661559.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -661569.687500 Penalty: 4115.333984
	Iteration 35Q: 3 clusters Score -661569.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -661574.687500 Penalty: 4115.333984
	Iteration 36Q: 3 clusters Score -661574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -661579.437500 Penalty: 4115.333984
	Iteration 37Q: 3 clusters Score -661579.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -661582.687500 Penalty: 4115.333984
	Iteration 38Q: 3 clusters Score -661582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -661585.062500 Penalty: 4115.333984
	Iteration 39Q: 3 clusters Score -661585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -661586.000000 Penalty: 4115.333984
	Iteration 40F: 3 clusters Score -661586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -661587.312500 Penalty: 4115.333984
	Iteration 41Q: 3 clusters Score -661587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -661589.000000 Penalty: 4115.333984
	Iteration 42Q: 3 clusters Score -661589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -661589.875000 Penalty: 4115.333984
	Iteration 43Q: 3 clusters Score -661589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -661590.500000 Penalty: 4115.333984
	Iteration 44Q: 3 clusters Score -661590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -661589.875000 Penalty: 4115.333984
	Iteration 45Q: 3 clusters Score -661589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -661589.875000 Penalty: 4115.333984
	Iteration 46F: 3 clusters Score -661589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -654287.437500 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -654287.4 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 1882 members 
Entering Unmasked Estep 
Score: -650605.875000 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -650605.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -651575.500000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -651575.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -652122.812500 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -652122.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -652698.250000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -652698.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -653183.750000 Penalty: 4078.386475
	Iteration 4F: 3 clusters Score -653183.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -653473.062500 Penalty: 4078.386475
	Iteration 5F: 3 clusters Score -653473.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -653594.937500 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -653594.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -653642.000000 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -653642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -653664.375000 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -653664.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -653677.312500 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -653677.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -653685.375000 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -653685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -653688.562500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -653688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -653689.937500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -653689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -653690.937500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -653690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -653692.500000 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -653692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -653692.687500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -653692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -653693.750000 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -653693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -653692.750000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -653692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -653692.750000 Penalty: 4078.386475
	Iteration 18F: 3 clusters Score -653692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1392153.875000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -1392154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1385798.500000 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -1385798 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1387690.375000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -1387690 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1388127.125000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -1388127 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1388516.375000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -1388516 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1388911.375000 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -1388911 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1389266.000000 Penalty: 4457.215332
	Iteration 5F: 3 clusters Score -1389266 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1389556.500000 Penalty: 4457.215332
	Iteration 6F: 3 clusters Score -1389556 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1389800.625000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -1389801 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1389960.500000 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -1389960 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1390080.125000 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -1390080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1390198.875000 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -1390199 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1390303.875000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -1390304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1390377.375000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -1390377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1390424.000000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -1390424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1390454.625000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -1390455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1390482.375000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -1390482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1390502.875000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -1390503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1390522.125000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -1390522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1390539.250000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -1390539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1390552.000000 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -1390552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1390570.250000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -1390570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1390581.625000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -1390582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1390592.750000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -1390593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1390603.125000 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -1390603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1390617.500000 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -1390618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1390625.250000 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -1390625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1390639.625000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -1390640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1390647.125000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -1390647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1390657.625000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -1390658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1390664.250000 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -1390664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1390671.750000 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -1390672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1390677.125000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -1390677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1390686.000000 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -1390686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1390688.500000 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -1390688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1390690.875000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -1390691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1390689.125000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -1390689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1390693.250000 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -1390693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1390697.125000 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -1390697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1390698.125000 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -1390698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1390697.750000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -1390698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1390697.750000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -1390698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -1717614.250000 Penalty: 2292.312256
	Iteration 0F: 2 clusters Score -1717614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1709710.500000 Penalty: 4584.624512
	Iteration 0F: 3 clusters Score -1709710 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1712075.500000 Penalty: 4584.624512
	Iteration 1F: 3 clusters Score -1712076 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1712474.250000 Penalty: 4584.624512
	Iteration 2F: 3 clusters Score -1712474 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1712803.875000 Penalty: 4584.624512
	Iteration 3F: 3 clusters Score -1712804 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1713124.875000 Penalty: 4584.624512
	Iteration 4F: 3 clusters Score -1713125 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1713398.625000 Penalty: 4584.624512
	Iteration 5Q: 3 clusters Score -1713399 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1713645.625000 Penalty: 4584.624512
	Iteration 6Q: 3 clusters Score -1713646 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1713856.875000 Penalty: 4584.624512
	Iteration 7Q: 3 clusters Score -1713857 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1714059.000000 Penalty: 4584.624512
	Iteration 8Q: 3 clusters Score -1714059 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1714230.875000 Penalty: 4584.624512
	Iteration 9Q: 3 clusters Score -1714231 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1714395.250000 Penalty: 4584.624512
	Iteration 10Q: 3 clusters Score -1714395 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1714574.000000 Penalty: 4584.624512
	Iteration 11Q: 3 clusters Score -1714574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1714757.750000 Penalty: 4584.624512
	Iteration 12Q: 3 clusters Score -1714758 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1714946.750000 Penalty: 4584.624512
	Iteration 13Q: 3 clusters Score -1714947 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1715123.875000 Penalty: 4584.624512
	Iteration 14Q: 3 clusters Score -1715124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1715283.625000 Penalty: 4584.624512
	Iteration 15Q: 3 clusters Score -1715284 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1715432.500000 Penalty: 4584.624512
	Iteration 16Q: 3 clusters Score -1715432 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1715595.500000 Penalty: 4584.624512
	Iteration 17Q: 3 clusters Score -1715596 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1715734.625000 Penalty: 4584.624512
	Iteration 18Q: 3 clusters Score -1715735 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1715858.500000 Penalty: 4584.624512
	Iteration 19Q: 3 clusters Score -1715858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1715978.500000 Penalty: 4584.624512
	Iteration 20F: 3 clusters Score -1715978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1716112.875000 Penalty: 4584.624512
	Iteration 21Q: 3 clusters Score -1716113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1716227.750000 Penalty: 4584.624512
	Iteration 22Q: 3 clusters Score -1716228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1716298.000000 Penalty: 4584.624512
	Iteration 23Q: 3 clusters Score -1716298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1716359.000000 Penalty: 4584.624512
	Iteration 24Q: 3 clusters Score -1716359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1716401.375000 Penalty: 4584.624512
	Iteration 25Q: 3 clusters Score -1716401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1716423.500000 Penalty: 4584.624512
	Iteration 26Q: 3 clusters Score -1716424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1716441.000000 Penalty: 4584.624512
	Iteration 27Q: 3 clusters Score -1716441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1716453.625000 Penalty: 4584.624512
	Iteration 28Q: 3 clusters Score -1716454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1716462.000000 Penalty: 4584.624512
	Iteration 29Q: 3 clusters Score -1716462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1716475.125000 Penalty: 4584.624512
	Iteration 30Q: 3 clusters Score -1716475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1716477.000000 Penalty: 4584.624512
	Iteration 31Q: 3 clusters Score -1716477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1716485.375000 Penalty: 4584.624512
	Iteration 32Q: 3 clusters Score -1716485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1716490.500000 Penalty: 4584.624512
	Iteration 33Q: 3 clusters Score -1716490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1716498.000000 Penalty: 4584.624512
	Iteration 34Q: 3 clusters Score -1716498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1716506.625000 Penalty: 4584.624512
	Iteration 35Q: 3 clusters Score -1716507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1716504.125000 Penalty: 4584.624512
	Iteration 36Q: 3 clusters Score -1716504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1716506.000000 Penalty: 4584.624512
	Iteration 37Q: 3 clusters Score -1716506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1716509.875000 Penalty: 4584.624512
	Iteration 38Q: 3 clusters Score -1716510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1716510.625000 Penalty: 4584.624512
	Iteration 39Q: 3 clusters Score -1716511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1716510.750000 Penalty: 4584.624512
	Iteration 40F: 3 clusters Score -1716511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1716509.625000 Penalty: 4584.624512
	Iteration 41Q: 3 clusters Score -1716510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1716511.125000 Penalty: 4584.624512
	Iteration 42Q: 3 clusters Score -1716511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1716511.375000 Penalty: 4584.624512
	Iteration 43Q: 3 clusters Score -1716511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1716511.375000 Penalty: 4584.624512
	Iteration 44F: 3 clusters Score -1716511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 424 members 
Entering Unmasked Estep 
Score: -131318.328125 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131318.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131904.671875 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131904.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -132436.000000 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132718.078125 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132718.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132870.781250 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -132870.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -132961.046875 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -133065.468750 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -133065.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -133144.093750 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -133144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -133181.328125 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -133181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -133207.406250 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -133230.843750 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133249.187500 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133262.546875 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -133276.671875 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -133290.531250 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -133317.671875 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -133317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -133359.984375 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -133365.718750 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -133365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -133372.359375 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -133372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133382.625000 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -133382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133389.109375 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -133389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133396.406250 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -133396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -133396.406250 Penalty: 3346.220459
	Iteration 22F: 3 clusters Score -133396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 549 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 302 members 
Entering Unmasked Estep 
Score: -117279104.000000 Penalty: 203298.921875
Splitting cluster 36 changes total score from -117280464.000000 to -117279104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -1247912.000000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -1247912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1242125.750000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -1242126 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1243725.875000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -1243726 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1244003.625000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -1244004 nChanged 343
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: -1244177.250000 Penalty: 4399.639648
	Iteration 3Q: 3 clusters Score -1244177 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1244342.375000 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -1244342 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1244485.625000 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -1244486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1244602.000000 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -1244602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1244700.750000 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -1244701 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1244806.125000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -1244806 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1244931.750000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -1244932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1245078.875000 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -1245079 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1245267.375000 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -1245267 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1245514.625000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -1245515 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1245858.500000 Penalty: 4399.639648
	Iteration 13F: 3 clusters Score -1245858 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1246197.125000 Penalty: 4399.639648
	Iteration 14F: 3 clusters Score -1246197 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1246479.625000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -1246480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1246665.625000 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -1246666 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1246776.250000 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -1246776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1246849.125000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -1246849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1246907.125000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -1246907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1246941.875000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -1246942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1246965.500000 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -1246966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1246988.625000 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -1246989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1247006.000000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -1247006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1247021.000000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -1247021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1247028.125000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -1247028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1247031.500000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -1247032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1247031.125000 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -1247031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1247031.000000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -1247031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1247029.875000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -1247030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1247033.875000 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -1247034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1247035.750000 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -1247036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1247038.125000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -1247038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1247039.750000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -1247040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1247039.750000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -1247040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1247041.250000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -1247041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1247044.750000 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -1247045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1247045.750000 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -1247046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1247045.000000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -1247045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1247044.875000 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -1247045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1247046.250000 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -1247046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1247048.250000 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -1247048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1247049.625000 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -1247050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1247049.750000 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -1247050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1247049.750000 Penalty: 4399.639648
	Iteration 44F: 3 clusters Score -1247050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Entering Unmasked Estep 
Score: -6061310.500000 Penalty: 2587.726318
	Iteration 0F: 2 clusters Score -6061310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6038194.500000 Penalty: 5175.452637
	Iteration 0F: 3 clusters Score -6038194 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -6046479.000000 Penalty: 5175.452637
	Iteration 1F: 3 clusters Score -6046479 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6047054.000000 Penalty: 5175.452637
	Iteration 2Q: 3 clusters Score -6047054 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -6047623.500000 Penalty: 5175.452637
	Iteration 3Q: 3 clusters Score -6047624 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -6048197.000000 Penalty: 5175.452637
	Iteration 4Q: 3 clusters Score -6048197 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -6048838.000000 Penalty: 5175.452637
	Iteration 5Q: 3 clusters Score -6048838 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6049496.000000 Penalty: 5175.452637
	Iteration 6Q: 3 clusters Score -6049496 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -6050292.500000 Penalty: 5175.452637
	Iteration 7Q: 3 clusters Score -6050292 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -6051220.000000 Penalty: 5175.452637
	Iteration 8Q: 3 clusters Score -6051220 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -6052110.500000 Penalty: 5175.452637
	Iteration 9Q: 3 clusters Score -6052110 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -6052813.000000 Penalty: 5175.452637
	Iteration 10Q: 3 clusters Score -6052813 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6053254.000000 Penalty: 5175.452637
	Iteration 11Q: 3 clusters Score -6053254 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6053486.000000 Penalty: 5175.452637
	Iteration 12Q: 3 clusters Score -6053486 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -6053610.000000 Penalty: 5175.452637
	Iteration 13Q: 3 clusters Score -6053610 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6053666.500000 Penalty: 5175.452637
	Iteration 14Q: 3 clusters Score -6053666 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -6053729.000000 Penalty: 5175.452637
	Iteration 15Q: 3 clusters Score -6053729 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -6053836.000000 Penalty: 5175.452637
	Iteration 16Q: 3 clusters Score -6053836 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -6053878.500000 Penalty: 5175.452637
	Iteration 17Q: 3 clusters Score -6053878 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -6053933.000000 Penalty: 5175.452637
	Iteration 18Q: 3 clusters Score -6053933 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -6053997.500000 Penalty: 5175.452637
	Iteration 19Q: 3 clusters Score -6053998 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -6054075.500000 Penalty: 5175.452637
	Iteration 20F: 3 clusters Score -6054076 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6054150.500000 Penalty: 5175.452637
	Iteration 21Q: 3 clusters Score -6054150 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -6054228.000000 Penalty: 5175.452637
	Iteration 22Q: 3 clusters Score -6054228 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -6054295.000000 Penalty: 5175.452637
	Iteration 23Q: 3 clusters Score -6054295 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -6054428.000000 Penalty: 5175.452637
	Iteration 24Q: 3 clusters Score -6054428 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -6054592.500000 Penalty: 5175.452637
	Iteration 25Q: 3 clusters Score -6054592 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -6054754.500000 Penalty: 5175.452637
	Iteration 26Q: 3 clusters Score -6054754 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -6054929.500000 Penalty: 5175.452637
	Iteration 27Q: 3 clusters Score -6054930 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -6055159.000000 Penalty: 5175.452637
	Iteration 28Q: 3 clusters Score -6055159 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -6055377.500000 Penalty: 5175.452637
	Iteration 29Q: 3 clusters Score -6055378 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -6055646.500000 Penalty: 5175.452637
	Iteration 30Q: 3 clusters Score -6055646 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -6055951.500000 Penalty: 5175.452637
	Iteration 31Q: 3 clusters Score -6055952 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -6056211.500000 Penalty: 5175.452637
	Iteration 32Q: 3 clusters Score -6056212 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6056460.500000 Penalty: 5175.452637
	Iteration 33Q: 3 clusters Score -6056460 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -6056709.000000 Penalty: 5175.452637
	Iteration 34Q: 3 clusters Score -6056709 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -6056973.500000 Penalty: 5175.452637
	Iteration 35Q: 3 clusters Score -6056974 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -6057202.000000 Penalty: 5175.452637
	Iteration 36Q: 3 clusters Score -6057202 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6057393.000000 Penalty: 5175.452637
	Iteration 37Q: 3 clusters Score -6057393 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6057599.000000 Penalty: 5175.452637
	Iteration 38Q: 3 clusters Score -6057599 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -6057749.000000 Penalty: 5175.452637
	Iteration 39Q: 3 clusters Score -6057749 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -6057942.500000 Penalty: 5175.452637
	Iteration 40F: 3 clusters Score -6057942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -6058043.000000 Penalty: 5175.452637
	Iteration 41Q: 3 clusters Score -6058043 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -6058115.500000 Penalty: 5175.452637
	Iteration 42Q: 3 clusters Score -6058116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6058190.500000 Penalty: 5175.452637
	Iteration 43Q: 3 clusters Score -6058190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -6058276.500000 Penalty: 5175.452637
	Iteration 44Q: 3 clusters Score -6058276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -6058343.000000 Penalty: 5175.452637
	Iteration 45Q: 3 clusters Score -6058343 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6058364.500000 Penalty: 5175.452637
	Iteration 46Q: 3 clusters Score -6058364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6058422.500000 Penalty: 5175.452637
	Iteration 47Q: 3 clusters Score -6058422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6058459.500000 Penalty: 5175.452637
	Iteration 48Q: 3 clusters Score -6058460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6058499.000000 Penalty: 5175.452637
	Iteration 49Q: 3 clusters Score -6058499 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6058559.500000 Penalty: 5175.452637
	Iteration 50Q: 3 clusters Score -6058560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6058597.000000 Penalty: 5175.452637
	Iteration 51Q: 3 clusters Score -6058597 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6058636.500000 Penalty: 5175.452637
	Iteration 52Q: 3 clusters Score -6058636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6058677.000000 Penalty: 5175.452637
	Iteration 53Q: 3 clusters Score -6058677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6058687.000000 Penalty: 5175.452637
	Iteration 54Q: 3 clusters Score -6058687 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6058724.500000 Penalty: 5175.452637
	Iteration 55Q: 3 clusters Score -6058724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6058761.500000 Penalty: 5175.452637
	Iteration 56Q: 3 clusters Score -6058762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6058765.000000 Penalty: 5175.452637
	Iteration 57Q: 3 clusters Score -6058765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6058789.000000 Penalty: 5175.452637
	Iteration 58Q: 3 clusters Score -6058789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6058793.500000 Penalty: 5175.452637
	Iteration 59Q: 3 clusters Score -6058794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -6058790.000000 Penalty: 5175.452637
	Iteration 60F: 3 clusters Score -6058790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6058803.500000 Penalty: 5175.452637
	Iteration 61Q: 3 clusters Score -6058804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6058831.000000 Penalty: 5175.452637
	Iteration 62Q: 3 clusters Score -6058831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6058842.000000 Penalty: 5175.452637
	Iteration 63Q: 3 clusters Score -6058842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6058861.500000 Penalty: 5175.452637
	Iteration 64Q: 3 clusters Score -6058862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6058860.500000 Penalty: 5175.452637
	Iteration 65Q: 3 clusters Score -6058860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6058875.500000 Penalty: 5175.452637
	Iteration 66Q: 3 clusters Score -6058876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6058896.000000 Penalty: 5175.452637
	Iteration 67Q: 3 clusters Score -6058896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6058895.500000 Penalty: 5175.452637
	Iteration 68Q: 3 clusters Score -6058896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6058919.500000 Penalty: 5175.452637
	Iteration 69Q: 3 clusters Score -6058920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6058959.000000 Penalty: 5175.452637
	Iteration 70Q: 3 clusters Score -6058959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6058969.500000 Penalty: 5175.452637
	Iteration 71Q: 3 clusters Score -6058970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6058980.500000 Penalty: 5175.452637
	Iteration 72Q: 3 clusters Score -6058980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6058996.500000 Penalty: 5175.452637
	Iteration 73Q: 3 clusters Score -6058996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6059009.500000 Penalty: 5175.452637
	Iteration 74Q: 3 clusters Score -6059010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6059023.000000 Penalty: 5175.452637
	Iteration 75Q: 3 clusters Score -6059023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6059017.000000 Penalty: 5175.452637
	Iteration 76Q: 3 clusters Score -6059017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6059032.000000 Penalty: 5175.452637
	Iteration 77Q: 3 clusters Score -6059032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6059026.000000 Penalty: 5175.452637
	Iteration 78Q: 3 clusters Score -6059026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6059038.500000 Penalty: 5175.452637
	Iteration 79Q: 3 clusters Score -6059038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6059036.000000 Penalty: 5175.452637
	Iteration 80F: 3 clusters Score -6059036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6059037.500000 Penalty: 5175.452637
	Iteration 81Q: 3 clusters Score -6059038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6059041.000000 Penalty: 5175.452637
	Iteration 82Q: 3 clusters Score -6059041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6059053.000000 Penalty: 5175.452637
	Iteration 83Q: 3 clusters Score -6059053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6059047.500000 Penalty: 5175.452637
	Iteration 84Q: 3 clusters Score -6059048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6059045.500000 Penalty: 5175.452637
	Iteration 85Q: 3 clusters Score -6059046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6059044.500000 Penalty: 5175.452637
	Iteration 86Q: 3 clusters Score -6059044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6059045.500000 Penalty: 5175.452637
	Iteration 87Q: 3 clusters Score -6059046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6059041.000000 Penalty: 5175.452637
	Iteration 88Q: 3 clusters Score -6059041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6059049.500000 Penalty: 5175.452637
	Iteration 89Q: 3 clusters Score -6059050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6059055.000000 Penalty: 5175.452637
	Iteration 90Q: 3 clusters Score -6059055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6059057.500000 Penalty: 5175.452637
	Iteration 91Q: 3 clusters Score -6059058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6059048.000000 Penalty: 5175.452637
	Iteration 92Q: 3 clusters Score -6059048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6059057.000000 Penalty: 5175.452637
	Iteration 93Q: 3 clusters Score -6059057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6059062.000000 Penalty: 5175.452637
	Iteration 94Q: 3 clusters Score -6059062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6059073.000000 Penalty: 5175.452637
	Iteration 95Q: 3 clusters Score -6059073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6059068.000000 Penalty: 5175.452637
	Iteration 96Q: 3 clusters Score -6059068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6059077.000000 Penalty: 5175.452637
	Iteration 97Q: 3 clusters Score -6059077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6059072.500000 Penalty: 5175.452637
	Iteration 98Q: 3 clusters Score -6059072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6059074.000000 Penalty: 5175.452637
	Iteration 99Q: 3 clusters Score -6059074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6059074.000000 Penalty: 5175.452637
	Iteration 100F: 3 clusters Score -6059074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -542483.812500 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -542483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -539204.437500 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -539204.4 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -540069.937500 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -540069.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -540332.875000 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -540332.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -540530.437500 Penalty: 3992.990723
	Iteration 3F: 3 clusters Score -540530.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -540750.750000 Penalty: 3992.990723
	Iteration 4F: 3 clusters Score -540750.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -541039.875000 Penalty: 3992.990723
	Iteration 5F: 3 clusters Score -541039.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -541267.500000 Penalty: 3992.990723
	Iteration 6F: 3 clusters Score -541267.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -541450.937500 Penalty: 3992.990723
	Iteration 7F: 3 clusters Score -541450.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -541594.062500 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -541594.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -541698.687500 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -541698.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -541781.687500 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -541781.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -541847.187500 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -541847.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -541907.125000 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -541907.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -541968.500000 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -541968.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -542028.625000 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -542028.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -542083.437500 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -542083.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -542139.375000 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -542139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -542165.437500 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -542165.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -542184.937500 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -542184.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -542194.500000 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -542194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -542202.500000 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -542202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -542208.500000 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -542208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -542213.812500 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -542213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -542216.437500 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -542216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -542219.250000 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -542219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -542221.937500 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -542221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -542225.250000 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -542225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -542233.250000 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -542233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -542236.875000 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -542236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -542237.625000 Penalty: 3992.990723
	Iteration 29Q: 3 clusters Score -542237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -542237.625000 Penalty: 3992.990723
	Iteration 30F: 3 clusters Score -542237.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Entering Unmasked Estep 
Score: -5214380.000000 Penalty: 2553.425293
	Iteration 0F: 2 clusters Score -5214380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5194185.500000 Penalty: 5106.850586
	Iteration 0F: 3 clusters Score -5194186 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5201519.500000 Penalty: 5106.850586
	Iteration 1F: 3 clusters Score -5201520 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5202069.000000 Penalty: 5106.850586
	Iteration 2F: 3 clusters Score -5202069 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5202534.500000 Penalty: 5106.850586
	Iteration 3Q: 3 clusters Score -5202534 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5202950.500000 Penalty: 5106.850586
	Iteration 4Q: 3 clusters Score -5202950 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5203474.500000 Penalty: 5106.850586
	Iteration 5Q: 3 clusters Score -5203474 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -5204093.000000 Penalty: 5106.850586
	Iteration 6Q: 3 clusters Score -5204093 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5204829.500000 Penalty: 5106.850586
	Iteration 7Q: 3 clusters Score -5204830 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5205769.000000 Penalty: 5106.850586
	Iteration 8F: 3 clusters Score -5205769 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5206879.500000 Penalty: 5106.850586
	Iteration 9F: 3 clusters Score -5206880 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5208046.000000 Penalty: 5106.850586
	Iteration 10F: 3 clusters Score -5208046 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5209123.500000 Penalty: 5106.850586
	Iteration 11Q: 3 clusters Score -5209124 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5210049.500000 Penalty: 5106.850586
	Iteration 12Q: 3 clusters Score -5210050 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -5210793.500000 Penalty: 5106.850586
	Iteration 13Q: 3 clusters Score -5210794 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5211260.500000 Penalty: 5106.850586
	Iteration 14Q: 3 clusters Score -5211260 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5211558.500000 Penalty: 5106.850586
	Iteration 15Q: 3 clusters Score -5211558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5211739.500000 Penalty: 5106.850586
	Iteration 16Q: 3 clusters Score -5211740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -5211853.000000 Penalty: 5106.850586
	Iteration 17Q: 3 clusters Score -5211853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5211951.500000 Penalty: 5106.850586
	Iteration 18Q: 3 clusters Score -5211952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5212001.500000 Penalty: 5106.850586
	Iteration 19Q: 3 clusters Score -5212002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -5212055.000000 Penalty: 5106.850586
	Iteration 20F: 3 clusters Score -5212055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5212102.000000 Penalty: 5106.850586
	Iteration 21Q: 3 clusters Score -5212102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -5212124.000000 Penalty: 5106.850586
	Iteration 22Q: 3 clusters Score -5212124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5212154.000000 Penalty: 5106.850586
	Iteration 23Q: 3 clusters Score -5212154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5212172.000000 Penalty: 5106.850586
	Iteration 24Q: 3 clusters Score -5212172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5212188.500000 Penalty: 5106.850586
	Iteration 25Q: 3 clusters Score -5212188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -5212206.500000 Penalty: 5106.850586
	Iteration 26Q: 3 clusters Score -5212206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5212219.000000 Penalty: 5106.850586
	Iteration 27Q: 3 clusters Score -5212219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5212222.500000 Penalty: 5106.850586
	Iteration 28Q: 3 clusters Score -5212222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5212226.000000 Penalty: 5106.850586
	Iteration 29Q: 3 clusters Score -5212226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5212224.000000 Penalty: 5106.850586
	Iteration 30Q: 3 clusters Score -5212224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5212224.000000 Penalty: 5106.850586
	Iteration 31F: 3 clusters Score -5212224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -1021918.812500 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -1021919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1016627.125000 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -1016627 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1018064.875000 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -1018065 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1018366.562500 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -1018367 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1018588.812500 Penalty: 4336.237793
	Iteration 3F: 3 clusters Score -1018589 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1018794.750000 Penalty: 4336.237793
	Iteration 4Q: 3 clusters Score -1018795 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1018975.062500 Penalty: 4336.237793
	Iteration 5Q: 3 clusters Score -1018975 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1019137.937500 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -1019138 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1019335.562500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -1019336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1019563.062500 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -1019563 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1019810.625000 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -1019811 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1020021.312500 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -1020021 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1020170.312500 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -1020170 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1020269.562500 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -1020270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1020349.187500 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -1020349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1020411.875000 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -1020412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1020475.687500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -1020476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1020529.062500 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -1020529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1020566.062500 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -1020566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1020591.937500 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -1020592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1020612.812500 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -1020613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1020628.812500 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -1020629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1020643.687500 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -1020644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1020651.562500 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -1020652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1020657.812500 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -1020658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1020658.250000 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -1020658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1020659.312500 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -1020659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1020662.000000 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -1020662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1020666.250000 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -1020666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1020665.250000 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -1020665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1020665.875000 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -1020666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1020666.812500 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -1020667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1020667.312500 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -1020667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1020666.812500 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -1020667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1020666.812500 Penalty: 4336.237793
	Iteration 33F: 3 clusters Score -1020667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Entering Unmasked Estep 
Score: -1345078.875000 Penalty: 2221.813721
	Iteration 0F: 2 clusters Score -1345079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1338806.500000 Penalty: 4443.627441
	Iteration 0F: 3 clusters Score -1338806 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1340632.875000 Penalty: 4443.627441
	Iteration 1F: 3 clusters Score -1340633 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1341152.125000 Penalty: 4443.627441
	Iteration 2F: 3 clusters Score -1341152 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1341726.125000 Penalty: 4443.627441
	Iteration 3F: 3 clusters Score -1341726 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1342400.500000 Penalty: 4443.627441
	Iteration 4F: 3 clusters Score -1342400 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1342959.375000 Penalty: 4443.627441
	Iteration 5F: 3 clusters Score -1342959 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1343311.000000 Penalty: 4443.627441
	Iteration 6F: 3 clusters Score -1343311 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1343493.000000 Penalty: 4443.627441
	Iteration 7Q: 3 clusters Score -1343493 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1343605.125000 Penalty: 4443.627441
	Iteration 8Q: 3 clusters Score -1343605 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1343692.625000 Penalty: 4443.627441
	Iteration 9Q: 3 clusters Score -1343693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1343739.125000 Penalty: 4443.627441
	Iteration 10Q: 3 clusters Score -1343739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1343777.000000 Penalty: 4443.627441
	Iteration 11Q: 3 clusters Score -1343777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1343809.125000 Penalty: 4443.627441
	Iteration 12Q: 3 clusters Score -1343809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1343829.000000 Penalty: 4443.627441
	Iteration 13Q: 3 clusters Score -1343829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1343852.500000 Penalty: 4443.627441
	Iteration 14Q: 3 clusters Score -1343852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1343866.375000 Penalty: 4443.627441
	Iteration 15Q: 3 clusters Score -1343866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1343876.875000 Penalty: 4443.627441
	Iteration 16Q: 3 clusters Score -1343877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1343887.000000 Penalty: 4443.627441
	Iteration 17Q: 3 clusters Score -1343887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1343896.125000 Penalty: 4443.627441
	Iteration 18Q: 3 clusters Score -1343896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1343903.375000 Penalty: 4443.627441
	Iteration 19Q: 3 clusters Score -1343903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1343906.250000 Penalty: 4443.627441
	Iteration 20F: 3 clusters Score -1343906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1343917.500000 Penalty: 4443.627441
	Iteration 21Q: 3 clusters Score -1343918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1343925.500000 Penalty: 4443.627441
	Iteration 22Q: 3 clusters Score -1343926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1343927.875000 Penalty: 4443.627441
	Iteration 23Q: 3 clusters Score -1343928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1343933.500000 Penalty: 4443.627441
	Iteration 24Q: 3 clusters Score -1343934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1343940.750000 Penalty: 4443.627441
	Iteration 25Q: 3 clusters Score -1343941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1343938.125000 Penalty: 4443.627441
	Iteration 26Q: 3 clusters Score -1343938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1343941.625000 Penalty: 4443.627441
	Iteration 27Q: 3 clusters Score -1343942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1343941.750000 Penalty: 4443.627441
	Iteration 28Q: 3 clusters Score -1343942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1343943.375000 Penalty: 4443.627441
	Iteration 29Q: 3 clusters Score -1343943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1343945.875000 Penalty: 4443.627441
	Iteration 30Q: 3 clusters Score -1343946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1343947.125000 Penalty: 4443.627441
	Iteration 31Q: 3 clusters Score -1343947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1343947.625000 Penalty: 4443.627441
	Iteration 32Q: 3 clusters Score -1343948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1343949.500000 Penalty: 4443.627441
	Iteration 33Q: 3 clusters Score -1343950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1343949.875000 Penalty: 4443.627441
	Iteration 34Q: 3 clusters Score -1343950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1343953.000000 Penalty: 4443.627441
	Iteration 35Q: 3 clusters Score -1343953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1343954.375000 Penalty: 4443.627441
	Iteration 36Q: 3 clusters Score -1343954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1343955.625000 Penalty: 4443.627441
	Iteration 37Q: 3 clusters Score -1343956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1343955.250000 Penalty: 4443.627441
	Iteration 38Q: 3 clusters Score -1343955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1343957.625000 Penalty: 4443.627441
	Iteration 39Q: 3 clusters Score -1343958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1343957.250000 Penalty: 4443.627441
	Iteration 40F: 3 clusters Score -1343957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1343957.500000 Penalty: 4443.627441
	Iteration 41Q: 3 clusters Score -1343958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1343956.750000 Penalty: 4443.627441
	Iteration 42Q: 3 clusters Score -1343957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1343959.250000 Penalty: 4443.627441
	Iteration 43Q: 3 clusters Score -1343959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1343963.250000 Penalty: 4443.627441
	Iteration 44Q: 3 clusters Score -1343963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1343962.500000 Penalty: 4443.627441
	Iteration 45Q: 3 clusters Score -1343962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1343964.750000 Penalty: 4443.627441
	Iteration 46Q: 3 clusters Score -1343965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1343964.750000 Penalty: 4443.627441
	Iteration 47F: 3 clusters Score -1343965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -2460369.250000 Penalty: 2377.506348
	Iteration 0F: 2 clusters Score -2460369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2449906.000000 Penalty: 4755.012695
	Iteration 0F: 3 clusters Score -2449906 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2454057.500000 Penalty: 4755.012695
	Iteration 1F: 3 clusters Score -2454058 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2455403.750000 Penalty: 4755.012695
	Iteration 2F: 3 clusters Score -2455404 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2456755.500000 Penalty: 4755.012695
	Iteration 3F: 3 clusters Score -2456756 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2457679.000000 Penalty: 4755.012695
	Iteration 4F: 3 clusters Score -2457679 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2458215.000000 Penalty: 4755.012695
	Iteration 5F: 3 clusters Score -2458215 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2458571.000000 Penalty: 4755.012695
	Iteration 6Q: 3 clusters Score -2458571 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2458885.500000 Penalty: 4755.012695
	Iteration 7Q: 3 clusters Score -2458886 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2459147.500000 Penalty: 4755.012695
	Iteration 8Q: 3 clusters Score -2459148 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2459359.750000 Penalty: 4755.012695
	Iteration 9Q: 3 clusters Score -2459360 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2459478.250000 Penalty: 4755.012695
	Iteration 10Q: 3 clusters Score -2459478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2459569.500000 Penalty: 4755.012695
	Iteration 11Q: 3 clusters Score -2459570 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2459638.250000 Penalty: 4755.012695
	Iteration 12Q: 3 clusters Score -2459638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2459705.000000 Penalty: 4755.012695
	Iteration 13Q: 3 clusters Score -2459705 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2459754.250000 Penalty: 4755.012695
	Iteration 14Q: 3 clusters Score -2459754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2459770.250000 Penalty: 4755.012695
	Iteration 15Q: 3 clusters Score -2459770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2459785.750000 Penalty: 4755.012695
	Iteration 16Q: 3 clusters Score -2459786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2459800.250000 Penalty: 4755.012695
	Iteration 17Q: 3 clusters Score -2459800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2459813.750000 Penalty: 4755.012695
	Iteration 18Q: 3 clusters Score -2459814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2459809.750000 Penalty: 4755.012695
	Iteration 19Q: 3 clusters Score -2459810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2459815.500000 Penalty: 4755.012695
	Iteration 20F: 3 clusters Score -2459816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2459819.750000 Penalty: 4755.012695
	Iteration 21Q: 3 clusters Score -2459820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2459820.250000 Penalty: 4755.012695
	Iteration 22Q: 3 clusters Score -2459820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2459828.000000 Penalty: 4755.012695
	Iteration 23Q: 3 clusters Score -2459828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2459827.000000 Penalty: 4755.012695
	Iteration 24Q: 3 clusters Score -2459827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2459827.000000 Penalty: 4755.012695
	Iteration 25Q: 3 clusters Score -2459827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2459827.500000 Penalty: 4755.012695
	Iteration 26Q: 3 clusters Score -2459828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2459827.500000 Penalty: 4755.012695
	Iteration 27Q: 3 clusters Score -2459828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2459831.500000 Penalty: 4755.012695
	Iteration 28Q: 3 clusters Score -2459832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2459832.250000 Penalty: 4755.012695
	Iteration 29Q: 3 clusters Score -2459832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2459836.500000 Penalty: 4755.012695
	Iteration 30Q: 3 clusters Score -2459836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2459836.500000 Penalty: 4755.012695
	Iteration 31Q: 3 clusters Score -2459836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2459840.500000 Penalty: 4755.012695
	Iteration 32Q: 3 clusters Score -2459840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2459838.500000 Penalty: 4755.012695
	Iteration 33Q: 3 clusters Score -2459838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2459838.750000 Penalty: 4755.012695
	Iteration 34Q: 3 clusters Score -2459839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2459836.500000 Penalty: 4755.012695
	Iteration 35Q: 3 clusters Score -2459836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2459838.250000 Penalty: 4755.012695
	Iteration 36Q: 3 clusters Score -2459838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2459837.750000 Penalty: 4755.012695
	Iteration 37Q: 3 clusters Score -2459838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2459837.750000 Penalty: 4755.012695
	Iteration 38F: 3 clusters Score -2459838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -732482.062500 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -732482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -728199.250000 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -728199.2 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -729615.000000 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -729615 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -730065.375000 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -730065.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -730384.250000 Penalty: 4186.287598
	Iteration 3F: 3 clusters Score -730384.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -730694.500000 Penalty: 4186.287598
	Iteration 4F: 3 clusters Score -730694.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -730942.062500 Penalty: 4186.287598
	Iteration 5F: 3 clusters Score -730942.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -731152.000000 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -731152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -731311.625000 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -731311.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -731408.312500 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -731408.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -731480.750000 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -731480.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731534.750000 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -731534.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -731572.625000 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -731572.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -731608.875000 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -731608.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -731655.437500 Penalty: 4186.287598
	Iteration 13Q: 3 clusters Score -731655.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -731692.187500 Penalty: 4186.287598
	Iteration 14Q: 3 clusters Score -731692.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -731725.000000 Penalty: 4186.287598
	Iteration 15Q: 3 clusters Score -731725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -731753.250000 Penalty: 4186.287598
	Iteration 16Q: 3 clusters Score -731753.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -731774.375000 Penalty: 4186.287598
	Iteration 17Q: 3 clusters Score -731774.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -731793.937500 Penalty: 4186.287598
	Iteration 18Q: 3 clusters Score -731793.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -731811.875000 Penalty: 4186.287598
	Iteration 19Q: 3 clusters Score -731811.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -731838.937500 Penalty: 4186.287598
	Iteration 20F: 3 clusters Score -731838.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -731857.937500 Penalty: 4186.287598
	Iteration 21Q: 3 clusters Score -731857.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -731879.750000 Penalty: 4186.287598
	Iteration 22Q: 3 clusters Score -731879.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -731901.000000 Penalty: 4186.287598
	Iteration 23Q: 3 clusters Score -731901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -731916.750000 Penalty: 4186.287598
	Iteration 24Q: 3 clusters Score -731916.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -731931.937500 Penalty: 4186.287598
	Iteration 25Q: 3 clusters Score -731931.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -731944.750000 Penalty: 4186.287598
	Iteration 26Q: 3 clusters Score -731944.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -731960.687500 Penalty: 4186.287598
	Iteration 27Q: 3 clusters Score -731960.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -731974.375000 Penalty: 4186.287598
	Iteration 28Q: 3 clusters Score -731974.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -731991.375000 Penalty: 4186.287598
	Iteration 29Q: 3 clusters Score -731991.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -732002.562500 Penalty: 4186.287598
	Iteration 30Q: 3 clusters Score -732002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -732019.062500 Penalty: 4186.287598
	Iteration 31Q: 3 clusters Score -732019.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -732032.312500 Penalty: 4186.287598
	Iteration 32Q: 3 clusters Score -732032.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -732042.687500 Penalty: 4186.287598
	Iteration 33Q: 3 clusters Score -732042.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -732053.375000 Penalty: 4186.287598
	Iteration 34Q: 3 clusters Score -732053.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -732059.875000 Penalty: 4186.287598
	Iteration 35Q: 3 clusters Score -732059.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -732066.937500 Penalty: 4186.287598
	Iteration 36Q: 3 clusters Score -732066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -732074.750000 Penalty: 4186.287598
	Iteration 37Q: 3 clusters Score -732074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -732081.000000 Penalty: 4186.287598
	Iteration 38Q: 3 clusters Score -732081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -732087.687500 Penalty: 4186.287598
	Iteration 39Q: 3 clusters Score -732087.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -732093.125000 Penalty: 4186.287598
	Iteration 40F: 3 clusters Score -732093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -732101.937500 Penalty: 4186.287598
	Iteration 41Q: 3 clusters Score -732101.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -732114.000000 Penalty: 4186.287598
	Iteration 42Q: 3 clusters Score -732114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -732123.500000 Penalty: 4186.287598
	Iteration 43Q: 3 clusters Score -732123.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -732136.437500 Penalty: 4186.287598
	Iteration 44Q: 3 clusters Score -732136.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -732145.500000 Penalty: 4186.287598
	Iteration 45Q: 3 clusters Score -732145.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -732152.187500 Penalty: 4186.287598
	Iteration 46Q: 3 clusters Score -732152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -732155.750000 Penalty: 4186.287598
	Iteration 47Q: 3 clusters Score -732155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -732159.250000 Penalty: 4186.287598
	Iteration 48Q: 3 clusters Score -732159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -732164.875000 Penalty: 4186.287598
	Iteration 49Q: 3 clusters Score -732164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -732168.875000 Penalty: 4186.287598
	Iteration 50Q: 3 clusters Score -732168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -732171.062500 Penalty: 4186.287598
	Iteration 51Q: 3 clusters Score -732171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -732171.437500 Penalty: 4186.287598
	Iteration 52Q: 3 clusters Score -732171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -732173.500000 Penalty: 4186.287598
	Iteration 53Q: 3 clusters Score -732173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -732176.000000 Penalty: 4186.287598
	Iteration 54Q: 3 clusters Score -732176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -732175.062500 Penalty: 4186.287598
	Iteration 55Q: 3 clusters Score -732175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -732175.312500 Penalty: 4186.287598
	Iteration 56Q: 3 clusters Score -732175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -732178.062500 Penalty: 4186.287598
	Iteration 57Q: 3 clusters Score -732178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -732180.437500 Penalty: 4186.287598
	Iteration 58Q: 3 clusters Score -732180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -732180.500000 Penalty: 4186.287598
	Iteration 59Q: 3 clusters Score -732180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -732180.062500 Penalty: 4186.287598
	Iteration 60F: 3 clusters Score -732180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -732180.687500 Penalty: 4186.287598
	Iteration 61Q: 3 clusters Score -732180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -732181.062500 Penalty: 4186.287598
	Iteration 62Q: 3 clusters Score -732181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -732181.750000 Penalty: 4186.287598
	Iteration 63Q: 3 clusters Score -732181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -732181.812500 Penalty: 4186.287598
	Iteration 64Q: 3 clusters Score -732181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -732182.375000 Penalty: 4186.287598
	Iteration 65Q: 3 clusters Score -732182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -732185.750000 Penalty: 4186.287598
	Iteration 66Q: 3 clusters Score -732185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -732197.125000 Penalty: 4186.287598
	Iteration 67Q: 3 clusters Score -732197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -732200.062500 Penalty: 4186.287598
	Iteration 68Q: 3 clusters Score -732200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -732200.500000 Penalty: 4186.287598
	Iteration 69Q: 3 clusters Score -732200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -732201.687500 Penalty: 4186.287598
	Iteration 70Q: 3 clusters Score -732201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -732203.625000 Penalty: 4186.287598
	Iteration 71Q: 3 clusters Score -732203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -732204.437500 Penalty: 4186.287598
	Iteration 72Q: 3 clusters Score -732204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -732204.437500 Penalty: 4186.287598
	Iteration 73F: 3 clusters Score -732204.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -40952.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -40952.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39744.589844 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -39744.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39898.375000 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -39898.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39972.230469 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -39972.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40017.082031 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -40017.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40032.195312 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -40032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40038.125000 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -40038.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -40054.343750 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -40054.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40057.074219 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -40057.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -40068.117188 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -40068.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40072.445312 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -40072.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40075.441406 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -40075.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40076.808594 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -40076.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40086.250000 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -40086.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -40116.457031 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -40116.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40153.757812 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -40153.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -40168.042969 Penalty: 2842.129395
	Iteration 15Q: 3 clusters Score -40168.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40171.984375 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -40171.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40171.984375 Penalty: 2842.129395
	Iteration 17F: 3 clusters Score -40171.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28446.056641 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28446.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27265.281250 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27265.28 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27513.105469 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27513.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27646.058594 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -27646.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27697.093750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -27697.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27727.271484 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -27727.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27794.843750 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -27794.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27825.490234 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -27825.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27853.548828 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -27853.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27885.789062 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -27885.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27897.615234 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -27897.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27915.806641 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -27915.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27925.347656 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -27925.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28042.294922 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -28042.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28062.326172 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -28062.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28074.884766 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -28074.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28084.345703 Penalty: 2923.623779
	Iteration 15F: 3 clusters Score -28084.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28113.861328 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -28113.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28119.591797 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -28119.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28135.708984 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -28135.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28158.347656 Penalty: 2923.623779
	Iteration 19Q: 3 clusters Score -28158.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28176.876953 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -28176.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28225.791016 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -28225.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28341.345703 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -28341.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28444.462891 Penalty: 2923.623779
	Iteration 23Q: 3 clusters Score -28444.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28569.265625 Penalty: 2923.623779
	Iteration 24Q: 3 clusters Score -28569.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28669.292969 Penalty: 2923.623779
	Iteration 25Q: 3 clusters Score -28669.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28710.212891 Penalty: 2923.623779
	Iteration 26Q: 3 clusters Score -28710.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28758.845703 Penalty: 2923.623779
	Iteration 27Q: 3 clusters Score -28758.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28781.470703 Penalty: 2923.623779
	Iteration 28Q: 3 clusters Score -28781.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28805.916016 Penalty: 2923.623779
	Iteration 29Q: 3 clusters Score -28805.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28822.417969 Penalty: 2923.623779
	Iteration 30Q: 3 clusters Score -28822.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28846.796875 Penalty: 2923.623779
	Iteration 31Q: 3 clusters Score -28846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28885.421875 Penalty: 2923.623779
	Iteration 32Q: 3 clusters Score -28885.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28885.539062 Penalty: 2923.623779
	Iteration 33F: 3 clusters Score -28885.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28920.341797 Penalty: 2923.623779
	Iteration 34Q: 3 clusters Score -28920.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29087.619141 Penalty: 2923.623779
	Iteration 35Q: 3 clusters Score -29087.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29126.691406 Penalty: 2923.623779
	Iteration 36Q: 3 clusters Score -29126.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29181.037109 Penalty: 2923.623779
	Iteration 37Q: 3 clusters Score -29181.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29238.185547 Penalty: 2923.623779
	Iteration 38Q: 3 clusters Score -29238.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29260.888672 Penalty: 2923.623779
	Iteration 39Q: 3 clusters Score -29260.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29271.960938 Penalty: 2923.623779
	Iteration 40F: 3 clusters Score -29271.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29313.816406 Penalty: 2923.623779
	Iteration 41Q: 3 clusters Score -29313.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29318.037109 Penalty: 2923.623779
	Iteration 42Q: 3 clusters Score -29318.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29318.037109 Penalty: 2923.623779
	Iteration 43F: 3 clusters Score -29318.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 180 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 183 members 
Entering Unmasked Estep 
Score: -117279496.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117280464.000000 to -117279496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1447411.750000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1447412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1440838.250000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1440838 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1442704.500000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1442704 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1443045.000000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1443045 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1443343.500000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1443344 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1443610.625000 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -1443611 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1443884.250000 Penalty: 4473.573242
	Iteration 5Q: 3 clusters Score -1443884 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1444245.875000 Penalty: 4473.573242
	Iteration 6F: 3 clusters Score -1444246 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1444685.750000 Penalty: 4473.573242
	Iteration 7F: 3 clusters Score -1444686 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1445148.250000 Penalty: 4473.573242
	Iteration 8F: 3 clusters Score -1445148 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1445625.000000 Penalty: 4473.573242
	Iteration 9F: 3 clusters Score -1445625 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1446077.750000 Penalty: 4473.573242
	Iteration 10F: 3 clusters Score -1446078 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1446366.625000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1446367 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1446553.375000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1446553 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1446659.375000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1446659 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1446729.125000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1446729 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1446788.250000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1446788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1446838.125000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1446838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1446882.750000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1446883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1446926.875000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1446927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1446971.625000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1446972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1447016.125000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1447016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1447048.125000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1447048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1447069.500000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1447070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1447081.875000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1447082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1447096.625000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1447097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1447112.625000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1447113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1447126.375000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1447126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1447138.375000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1447138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1447154.250000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1447154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1447161.375000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1447161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1447166.500000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1447166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1447170.375000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1447170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1447171.250000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1447171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1447173.625000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1447174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1447178.250000 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1447178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1447180.875000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -1447181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1447185.750000 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -1447186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1447187.125000 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -1447187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1447189.250000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -1447189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1447189.375000 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -1447189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1447191.250000 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -1447191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1447196.125000 Penalty: 4473.573242
	Iteration 41Q: 3 clusters Score -1447196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1447197.250000 Penalty: 4473.573242
	Iteration 42Q: 3 clusters Score -1447197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1447201.875000 Penalty: 4473.573242
	Iteration 43Q: 3 clusters Score -1447202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1447207.500000 Penalty: 4473.573242
	Iteration 44Q: 3 clusters Score -1447208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1447205.250000 Penalty: 4473.573242
	Iteration 45Q: 3 clusters Score -1447205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1447205.375000 Penalty: 4473.573242
	Iteration 46Q: 3 clusters Score -1447205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1447206.625000 Penalty: 4473.573242
	Iteration 47Q: 3 clusters Score -1447207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1447206.625000 Penalty: 4473.573242
	Iteration 48F: 3 clusters Score -1447207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Entering Unmasked Estep 
Score: -7020851.000000 Penalty: 2625.115723
	Iteration 0F: 2 clusters Score -7020851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6995988.000000 Penalty: 5250.231445
	Iteration 0F: 3 clusters Score -6995988 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7006117.000000 Penalty: 5250.231445
	Iteration 1F: 3 clusters Score -7006117 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -7007117.500000 Penalty: 5250.231445
	Iteration 2F: 3 clusters Score -7007118 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7008205.500000 Penalty: 5250.231445
	Iteration 3F: 3 clusters Score -7008206 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -7009316.500000 Penalty: 5250.231445
	Iteration 4F: 3 clusters Score -7009316 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -7010308.000000 Penalty: 5250.231445
	Iteration 5F: 3 clusters Score -7010308 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -7011308.500000 Penalty: 5250.231445
	Iteration 6F: 3 clusters Score -7011308 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7012367.500000 Penalty: 5250.231445
	Iteration 7Q: 3 clusters Score -7012368 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7013453.000000 Penalty: 5250.231445
	Iteration 8Q: 3 clusters Score -7013453 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7014802.000000 Penalty: 5250.231445
	Iteration 9Q: 3 clusters Score -7014802 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7016200.500000 Penalty: 5250.231445
	Iteration 10Q: 3 clusters Score -7016200 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -7017180.000000 Penalty: 5250.231445
	Iteration 11Q: 3 clusters Score -7017180 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -7017798.000000 Penalty: 5250.231445
	Iteration 12Q: 3 clusters Score -7017798 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7018241.500000 Penalty: 5250.231445
	Iteration 13Q: 3 clusters Score -7018242 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -7018533.500000 Penalty: 5250.231445
	Iteration 14Q: 3 clusters Score -7018534 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7018706.000000 Penalty: 5250.231445
	Iteration 15Q: 3 clusters Score -7018706 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7018794.000000 Penalty: 5250.231445
	Iteration 16Q: 3 clusters Score -7018794 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7018880.500000 Penalty: 5250.231445
	Iteration 17Q: 3 clusters Score -7018880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -7018923.000000 Penalty: 5250.231445
	Iteration 18Q: 3 clusters Score -7018923 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -7018962.500000 Penalty: 5250.231445
	Iteration 19Q: 3 clusters Score -7018962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -7018982.000000 Penalty: 5250.231445
	Iteration 20F: 3 clusters Score -7018982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -7019029.000000 Penalty: 5250.231445
	Iteration 21Q: 3 clusters Score -7019029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7019107.500000 Penalty: 5250.231445
	Iteration 22Q: 3 clusters Score -7019108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -7019150.500000 Penalty: 5250.231445
	Iteration 23Q: 3 clusters Score -7019150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -7019155.500000 Penalty: 5250.231445
	Iteration 24Q: 3 clusters Score -7019156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -7019146.000000 Penalty: 5250.231445
	Iteration 25Q: 3 clusters Score -7019146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7019157.000000 Penalty: 5250.231445
	Iteration 26Q: 3 clusters Score -7019157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7019157.000000 Penalty: 5250.231445
	Iteration 27Q: 3 clusters Score -7019157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7019167.000000 Penalty: 5250.231445
	Iteration 28Q: 3 clusters Score -7019167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7019180.500000 Penalty: 5250.231445
	Iteration 29Q: 3 clusters Score -7019180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7019183.000000 Penalty: 5250.231445
	Iteration 30Q: 3 clusters Score -7019183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -7019197.500000 Penalty: 5250.231445
	Iteration 31Q: 3 clusters Score -7019198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -7019192.500000 Penalty: 5250.231445
	Iteration 32Q: 3 clusters Score -7019192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7019201.000000 Penalty: 5250.231445
	Iteration 33Q: 3 clusters Score -7019201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7019200.000000 Penalty: 5250.231445
	Iteration 34Q: 3 clusters Score -7019200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7019192.500000 Penalty: 5250.231445
	Iteration 35Q: 3 clusters Score -7019192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -7019207.000000 Penalty: 5250.231445
	Iteration 36Q: 3 clusters Score -7019207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -7019190.500000 Penalty: 5250.231445
	Iteration 37Q: 3 clusters Score -7019190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7019182.000000 Penalty: 5250.231445
	Iteration 38Q: 3 clusters Score -7019182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7019198.500000 Penalty: 5250.231445
	Iteration 39Q: 3 clusters Score -7019198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -7019193.000000 Penalty: 5250.231445
	Iteration 40F: 3 clusters Score -7019193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7019182.500000 Penalty: 5250.231445
	Iteration 41Q: 3 clusters Score -7019182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -7019199.000000 Penalty: 5250.231445
	Iteration 42Q: 3 clusters Score -7019199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7019223.500000 Penalty: 5250.231445
	Iteration 43Q: 3 clusters Score -7019224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7019219.000000 Penalty: 5250.231445
	Iteration 44Q: 3 clusters Score -7019219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7019234.500000 Penalty: 5250.231445
	Iteration 45Q: 3 clusters Score -7019234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7019229.000000 Penalty: 5250.231445
	Iteration 46Q: 3 clusters Score -7019229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7019241.500000 Penalty: 5250.231445
	Iteration 47Q: 3 clusters Score -7019242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -7019243.000000 Penalty: 5250.231445
	Iteration 48Q: 3 clusters Score -7019243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -7019239.000000 Penalty: 5250.231445
	Iteration 49Q: 3 clusters Score -7019239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -7019257.500000 Penalty: 5250.231445
	Iteration 50Q: 3 clusters Score -7019258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7019259.500000 Penalty: 5250.231445
	Iteration 51Q: 3 clusters Score -7019260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7019269.000000 Penalty: 5250.231445
	Iteration 52Q: 3 clusters Score -7019269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7019272.500000 Penalty: 5250.231445
	Iteration 53Q: 3 clusters Score -7019272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -7019269.000000 Penalty: 5250.231445
	Iteration 54Q: 3 clusters Score -7019269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -7019267.500000 Penalty: 5250.231445
	Iteration 55Q: 3 clusters Score -7019268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -7019281.000000 Penalty: 5250.231445
	Iteration 56Q: 3 clusters Score -7019281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -7019277.000000 Penalty: 5250.231445
	Iteration 57Q: 3 clusters Score -7019277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -7019284.000000 Penalty: 5250.231445
	Iteration 58Q: 3 clusters Score -7019284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7019281.000000 Penalty: 5250.231445
	Iteration 59Q: 3 clusters Score -7019281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7019278.000000 Penalty: 5250.231445
	Iteration 60F: 3 clusters Score -7019278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7019275.000000 Penalty: 5250.231445
	Iteration 61Q: 3 clusters Score -7019275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7019274.500000 Penalty: 5250.231445
	Iteration 62Q: 3 clusters Score -7019274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -7019280.500000 Penalty: 5250.231445
	Iteration 63Q: 3 clusters Score -7019280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -7019278.500000 Penalty: 5250.231445
	Iteration 64Q: 3 clusters Score -7019278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7019284.500000 Penalty: 5250.231445
	Iteration 65Q: 3 clusters Score -7019284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -7019287.500000 Penalty: 5250.231445
	Iteration 66Q: 3 clusters Score -7019288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7019296.000000 Penalty: 5250.231445
	Iteration 67Q: 3 clusters Score -7019296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -7019291.000000 Penalty: 5250.231445
	Iteration 68Q: 3 clusters Score -7019291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -7019303.000000 Penalty: 5250.231445
	Iteration 69Q: 3 clusters Score -7019303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7019300.500000 Penalty: 5250.231445
	Iteration 70Q: 3 clusters Score -7019300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7019300.000000 Penalty: 5250.231445
	Iteration 71Q: 3 clusters Score -7019300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7019315.500000 Penalty: 5250.231445
	Iteration 72Q: 3 clusters Score -7019316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7019307.000000 Penalty: 5250.231445
	Iteration 73Q: 3 clusters Score -7019307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7019317.500000 Penalty: 5250.231445
	Iteration 74Q: 3 clusters Score -7019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7019317.500000 Penalty: 5250.231445
	Iteration 75Q: 3 clusters Score -7019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7019316.500000 Penalty: 5250.231445
	Iteration 76Q: 3 clusters Score -7019316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7019318.500000 Penalty: 5250.231445
	Iteration 77Q: 3 clusters Score -7019318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -7019314.500000 Penalty: 5250.231445
	Iteration 78Q: 3 clusters Score -7019314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7019311.500000 Penalty: 5250.231445
	Iteration 79Q: 3 clusters Score -7019312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7019317.500000 Penalty: 5250.231445
	Iteration 80F: 3 clusters Score -7019318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Entering Unmasked Estep 
Score: -6431640.000000 Penalty: 2597.653809
	Iteration 0F: 2 clusters Score -6431640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6408293.500000 Penalty: 5195.307617
	Iteration 0F: 3 clusters Score -6408294 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -6417162.000000 Penalty: 5195.307617
	Iteration 1F: 3 clusters Score -6417162 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -6417570.500000 Penalty: 5195.307617
	Iteration 2Q: 3 clusters Score -6417570 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -6417889.500000 Penalty: 5195.307617
	Iteration 3Q: 3 clusters Score -6417890 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -6418187.500000 Penalty: 5195.307617
	Iteration 4Q: 3 clusters Score -6418188 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -6418550.000000 Penalty: 5195.307617
	Iteration 5Q: 3 clusters Score -6418550 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6418927.000000 Penalty: 5195.307617
	Iteration 6Q: 3 clusters Score -6418927 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6419352.000000 Penalty: 5195.307617
	Iteration 7Q: 3 clusters Score -6419352 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -6419841.000000 Penalty: 5195.307617
	Iteration 8Q: 3 clusters Score -6419841 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6420399.000000 Penalty: 5195.307617
	Iteration 9Q: 3 clusters Score -6420399 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -6421067.500000 Penalty: 5195.307617
	Iteration 10Q: 3 clusters Score -6421068 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6421871.000000 Penalty: 5195.307617
	Iteration 11Q: 3 clusters Score -6421871 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6422766.500000 Penalty: 5195.307617
	Iteration 12Q: 3 clusters Score -6422766 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6423776.500000 Penalty: 5195.307617
	Iteration 13Q: 3 clusters Score -6423776 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -6424870.500000 Penalty: 5195.307617
	Iteration 14Q: 3 clusters Score -6424870 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6426099.500000 Penalty: 5195.307617
	Iteration 15Q: 3 clusters Score -6426100 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -6427165.000000 Penalty: 5195.307617
	Iteration 16Q: 3 clusters Score -6427165 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -6428141.500000 Penalty: 5195.307617
	Iteration 17Q: 3 clusters Score -6428142 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6428711.000000 Penalty: 5195.307617
	Iteration 18Q: 3 clusters Score -6428711 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6429052.500000 Penalty: 5195.307617
	Iteration 19Q: 3 clusters Score -6429052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -6429209.000000 Penalty: 5195.307617
	Iteration 20F: 3 clusters Score -6429209 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -6429308.500000 Penalty: 5195.307617
	Iteration 21Q: 3 clusters Score -6429308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -6429352.500000 Penalty: 5195.307617
	Iteration 22Q: 3 clusters Score -6429352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6429397.500000 Penalty: 5195.307617
	Iteration 23Q: 3 clusters Score -6429398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -6429420.500000 Penalty: 5195.307617
	Iteration 24Q: 3 clusters Score -6429420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -6429440.000000 Penalty: 5195.307617
	Iteration 25Q: 3 clusters Score -6429440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6429454.500000 Penalty: 5195.307617
	Iteration 26Q: 3 clusters Score -6429454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -6429467.000000 Penalty: 5195.307617
	Iteration 27Q: 3 clusters Score -6429467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6429466.000000 Penalty: 5195.307617
	Iteration 28Q: 3 clusters Score -6429466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6429467.000000 Penalty: 5195.307617
	Iteration 29Q: 3 clusters Score -6429467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -6429471.500000 Penalty: 5195.307617
	Iteration 30Q: 3 clusters Score -6429472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -6429468.500000 Penalty: 5195.307617
	Iteration 31Q: 3 clusters Score -6429468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6429467.500000 Penalty: 5195.307617
	Iteration 32Q: 3 clusters Score -6429468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -6429481.500000 Penalty: 5195.307617
	Iteration 33Q: 3 clusters Score -6429482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6429480.000000 Penalty: 5195.307617
	Iteration 34Q: 3 clusters Score -6429480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6429475.500000 Penalty: 5195.307617
	Iteration 35Q: 3 clusters Score -6429476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6429475.500000 Penalty: 5195.307617
	Iteration 36F: 3 clusters Score -6429476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -358134.593750 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -358134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355383.812500 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -355383.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -356132.687500 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -356132.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -356481.187500 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -356481.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356776.718750 Penalty: 3833.512451
	Iteration 3F: 3 clusters Score -356776.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -357016.500000 Penalty: 3833.512451
	Iteration 4F: 3 clusters Score -357016.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -357194.343750 Penalty: 3833.512451
	Iteration 5F: 3 clusters Score -357194.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -357313.281250 Penalty: 3833.512451
	Iteration 6Q: 3 clusters Score -357313.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357384.406250 Penalty: 3833.512451
	Iteration 7Q: 3 clusters Score -357384.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -357424.906250 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -357424.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -357454.843750 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -357454.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -357470.375000 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -357470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -357480.125000 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -357480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -357481.437500 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -357481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -357482.812500 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -357482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -357484.000000 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -357484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -357485.375000 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -357485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -357488.250000 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -357488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -357488.906250 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -357488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357489.343750 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -357489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -357489.906250 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -357489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -357490.750000 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -357490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -357491.281250 Penalty: 3833.512451
	Iteration 21Q: 3 clusters Score -357491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -357491.281250 Penalty: 3833.512451
	Iteration 22F: 3 clusters Score -357491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -1032583.000000 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -1032583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1027406.687500 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -1027407 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1028891.750000 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -1028892 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1029427.562500 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -1029428 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1029955.687500 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -1029956 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1030398.500000 Penalty: 4330.182129
	Iteration 4F: 3 clusters Score -1030398 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1030722.000000 Penalty: 4330.182129
	Iteration 5F: 3 clusters Score -1030722 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1031015.187500 Penalty: 4330.182129
	Iteration 6F: 3 clusters Score -1031015 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1031299.375000 Penalty: 4330.182129
	Iteration 7Q: 3 clusters Score -1031299 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1031654.125000 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -1031654 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1032011.875000 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -1032012 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1032273.000000 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -1032273 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1032371.500000 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -1032372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1032419.500000 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -1032420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1032445.750000 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -1032446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1032460.750000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -1032461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1032467.312500 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -1032467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1032470.937500 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -1032471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1032472.437500 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -1032472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1032472.437500 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -1032472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1032472.687500 Penalty: 4330.182129
	Iteration 19Q: 3 clusters Score -1032473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1032472.687500 Penalty: 4330.182129
	Iteration 20F: 3 clusters Score -1032473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75831.640625 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75831.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76034.437500 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76034.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76100.148438 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -76100.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76183.296875 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76183.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76269.820312 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76269.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76330.000000 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76374.710938 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76374.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76414.882812 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76414.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76437.718750 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76437.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76444.117188 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76444.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76453.843750 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76453.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76457.148438 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -76457.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76457.148438 Penalty: 3076.457764
	Iteration 12F: 3 clusters Score -76457.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -181600.968750 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -181601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179594.171875 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -179594.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -179964.937500 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -179964.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -180139.500000 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -180139.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -180250.078125 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -180250.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -180367.515625 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -180367.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -180486.500000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -180486.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -180590.453125 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -180590.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -180660.812500 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -180660.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -180703.203125 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -180703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -180732.406250 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -180732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -180750.312500 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -180750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180756.078125 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -180756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -180757.421875 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -180757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180758.953125 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -180759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -180760.843750 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -180760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -180761.609375 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -180761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -180761.609375 Penalty: 3482.900391
	Iteration 16F: 3 clusters Score -180761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15103.373047 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15103.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15332.847656 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15332.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15426.567383 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15426.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15452.681641 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15452.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15499.656250 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15499.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15522.302734 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15548.722656 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -15548.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15560.642578 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -15560.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15560.642578 Penalty: 2842.129395
	Iteration 8F: 3 clusters Score -15560.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -104669.320312 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -104669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102987.179688 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -102987.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103277.070312 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -103277.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103376.671875 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -103376.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103455.070312 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -103455.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103529.757812 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -103529.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103575.734375 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -103575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103611.539062 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -103611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103643.929688 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -103643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103654.531250 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -103654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103655.093750 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -103655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103659.648438 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -103659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103662.820312 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -103662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103664.265625 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -103664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103669.117188 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -103669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103675.460938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -103675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103677.226562 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -103677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103677.679688 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -103677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103678.781250 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -103678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103680.328125 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -103680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103680.328125 Penalty: 3263.308594
	Iteration 19F: 3 clusters Score -103680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Entering Unmasked Estep 
Score: -2535621.750000 Penalty: 2383.808838
	Iteration 0F: 2 clusters Score -2535622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2524771.500000 Penalty: 4767.617676
	Iteration 0F: 3 clusters Score -2524772 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2528283.000000 Penalty: 4767.617676
	Iteration 1F: 3 clusters Score -2528283 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2528643.000000 Penalty: 4767.617676
	Iteration 2F: 3 clusters Score -2528643 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2528907.500000 Penalty: 4767.617676
	Iteration 3Q: 3 clusters Score -2528908 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2529134.250000 Penalty: 4767.617676
	Iteration 4Q: 3 clusters Score -2529134 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2529360.000000 Penalty: 4767.617676
	Iteration 5Q: 3 clusters Score -2529360 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2529566.750000 Penalty: 4767.617676
	Iteration 6Q: 3 clusters Score -2529567 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2529799.750000 Penalty: 4767.617676
	Iteration 7Q: 3 clusters Score -2529800 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2530100.500000 Penalty: 4767.617676
	Iteration 8Q: 3 clusters Score -2530100 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2530453.500000 Penalty: 4767.617676
	Iteration 9Q: 3 clusters Score -2530454 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2530917.750000 Penalty: 4767.617676
	Iteration 10Q: 3 clusters Score -2530918 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2531480.500000 Penalty: 4767.617676
	Iteration 11F: 3 clusters Score -2531480 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2532055.250000 Penalty: 4767.617676
	Iteration 12Q: 3 clusters Score -2532055 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2532621.250000 Penalty: 4767.617676
	Iteration 13Q: 3 clusters Score -2532621 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2533011.000000 Penalty: 4767.617676
	Iteration 14Q: 3 clusters Score -2533011 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2533267.000000 Penalty: 4767.617676
	Iteration 15Q: 3 clusters Score -2533267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2533404.250000 Penalty: 4767.617676
	Iteration 16Q: 3 clusters Score -2533404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2533474.750000 Penalty: 4767.617676
	Iteration 17Q: 3 clusters Score -2533475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2533530.250000 Penalty: 4767.617676
	Iteration 18Q: 3 clusters Score -2533530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2533559.000000 Penalty: 4767.617676
	Iteration 19Q: 3 clusters Score -2533559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2533592.250000 Penalty: 4767.617676
	Iteration 20F: 3 clusters Score -2533592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2533615.500000 Penalty: 4767.617676
	Iteration 21Q: 3 clusters Score -2533616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2533635.250000 Penalty: 4767.617676
	Iteration 22Q: 3 clusters Score -2533635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2533651.500000 Penalty: 4767.617676
	Iteration 23Q: 3 clusters Score -2533652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2533668.750000 Penalty: 4767.617676
	Iteration 24Q: 3 clusters Score -2533669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2533678.250000 Penalty: 4767.617676
	Iteration 25Q: 3 clusters Score -2533678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2533684.500000 Penalty: 4767.617676
	Iteration 26Q: 3 clusters Score -2533684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2533690.250000 Penalty: 4767.617676
	Iteration 27Q: 3 clusters Score -2533690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2533690.000000 Penalty: 4767.617676
	Iteration 28Q: 3 clusters Score -2533690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2533690.250000 Penalty: 4767.617676
	Iteration 29Q: 3 clusters Score -2533690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2533691.750000 Penalty: 4767.617676
	Iteration 30Q: 3 clusters Score -2533692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2533701.250000 Penalty: 4767.617676
	Iteration 31Q: 3 clusters Score -2533701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2533708.500000 Penalty: 4767.617676
	Iteration 32Q: 3 clusters Score -2533708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2533709.500000 Penalty: 4767.617676
	Iteration 33Q: 3 clusters Score -2533710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2533716.500000 Penalty: 4767.617676
	Iteration 34Q: 3 clusters Score -2533716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2533715.250000 Penalty: 4767.617676
	Iteration 35Q: 3 clusters Score -2533715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2533723.500000 Penalty: 4767.617676
	Iteration 36Q: 3 clusters Score -2533724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2533723.750000 Penalty: 4767.617676
	Iteration 37Q: 3 clusters Score -2533724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2533724.250000 Penalty: 4767.617676
	Iteration 38Q: 3 clusters Score -2533724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2533727.750000 Penalty: 4767.617676
	Iteration 39Q: 3 clusters Score -2533728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2533732.500000 Penalty: 4767.617676
	Iteration 40F: 3 clusters Score -2533732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2533732.250000 Penalty: 4767.617676
	Iteration 41Q: 3 clusters Score -2533732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2533731.750000 Penalty: 4767.617676
	Iteration 42Q: 3 clusters Score -2533732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2533731.750000 Penalty: 4767.617676
	Iteration 43F: 3 clusters Score -2533732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -580257.625000 Penalty: 2019.231689
	Iteration 0F: 2 clusters Score -580257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -576757.312500 Penalty: 4038.463379
	Iteration 0F: 3 clusters Score -576757.3 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -577586.125000 Penalty: 4038.463379
	Iteration 1F: 3 clusters Score -577586.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -577842.000000 Penalty: 4038.463379
	Iteration 2F: 3 clusters Score -577842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -577986.437500 Penalty: 4038.463379
	Iteration 3F: 3 clusters Score -577986.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -578099.812500 Penalty: 4038.463379
	Iteration 4Q: 3 clusters Score -578099.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -578199.062500 Penalty: 4038.463379
	Iteration 5Q: 3 clusters Score -578199.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -578286.125000 Penalty: 4038.463379
	Iteration 6Q: 3 clusters Score -578286.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -578357.000000 Penalty: 4038.463379
	Iteration 7Q: 3 clusters Score -578357 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -578443.500000 Penalty: 4038.463379
	Iteration 8Q: 3 clusters Score -578443.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -578535.187500 Penalty: 4038.463379
	Iteration 9Q: 3 clusters Score -578535.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -578610.250000 Penalty: 4038.463379
	Iteration 10Q: 3 clusters Score -578610.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -578671.312500 Penalty: 4038.463379
	Iteration 11Q: 3 clusters Score -578671.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -578710.000000 Penalty: 4038.463379
	Iteration 12Q: 3 clusters Score -578710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -578735.187500 Penalty: 4038.463379
	Iteration 13Q: 3 clusters Score -578735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -578748.312500 Penalty: 4038.463379
	Iteration 14Q: 3 clusters Score -578748.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -578758.687500 Penalty: 4038.463379
	Iteration 15Q: 3 clusters Score -578758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -578769.375000 Penalty: 4038.463379
	Iteration 16Q: 3 clusters Score -578769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -578780.000000 Penalty: 4038.463379
	Iteration 17Q: 3 clusters Score -578780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -578784.500000 Penalty: 4038.463379
	Iteration 18Q: 3 clusters Score -578784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -578787.312500 Penalty: 4038.463379
	Iteration 19Q: 3 clusters Score -578787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -578790.562500 Penalty: 4038.463379
	Iteration 20F: 3 clusters Score -578790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -578795.437500 Penalty: 4038.463379
	Iteration 21Q: 3 clusters Score -578795.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -578801.625000 Penalty: 4038.463379
	Iteration 22Q: 3 clusters Score -578801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -578803.937500 Penalty: 4038.463379
	Iteration 23Q: 3 clusters Score -578803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -578807.375000 Penalty: 4038.463379
	Iteration 24Q: 3 clusters Score -578807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -578808.625000 Penalty: 4038.463379
	Iteration 25Q: 3 clusters Score -578808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -578808.625000 Penalty: 4038.463379
	Iteration 26F: 3 clusters Score -578808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (13056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Entering Unmasked Estep 
Score: -2313642.000000 Penalty: 2350.296875
	Iteration 0F: 2 clusters Score -2313642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2304135.500000 Penalty: 4700.593750
	Iteration 0F: 3 clusters Score -2304136 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2307079.750000 Penalty: 4700.593750
	Iteration 1F: 3 clusters Score -2307080 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2307580.500000 Penalty: 4700.593750
	Iteration 2F: 3 clusters Score -2307580 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2308203.250000 Penalty: 4700.593750
	Iteration 3F: 3 clusters Score -2308203 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2309121.750000 Penalty: 4700.593750
	Iteration 4F: 3 clusters Score -2309122 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2310184.500000 Penalty: 4700.593750
	Iteration 5F: 3 clusters Score -2310184 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2311023.000000 Penalty: 4700.593750
	Iteration 6F: 3 clusters Score -2311023 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2311557.500000 Penalty: 4700.593750
	Iteration 7F: 3 clusters Score -2311558 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2311865.750000 Penalty: 4700.593750
	Iteration 8Q: 3 clusters Score -2311866 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2312011.750000 Penalty: 4700.593750
	Iteration 9Q: 3 clusters Score -2312012 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2312086.250000 Penalty: 4700.593750
	Iteration 10Q: 3 clusters Score -2312086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2312121.000000 Penalty: 4700.593750
	Iteration 11Q: 3 clusters Score -2312121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2312147.250000 Penalty: 4700.593750
	Iteration 12Q: 3 clusters Score -2312147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2312174.000000 Penalty: 4700.593750
	Iteration 13Q: 3 clusters Score -2312174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2312178.500000 Penalty: 4700.593750
	Iteration 14Q: 3 clusters Score -2312178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2312195.500000 Penalty: 4700.593750
	Iteration 15Q: 3 clusters Score -2312196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2312197.000000 Penalty: 4700.593750
	Iteration 16Q: 3 clusters Score -2312197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2312200.500000 Penalty: 4700.593750
	Iteration 17Q: 3 clusters Score -2312200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2312205.250000 Penalty: 4700.593750
	Iteration 18Q: 3 clusters Score -2312205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2312208.000000 Penalty: 4700.593750
	Iteration 19Q: 3 clusters Score -2312208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2312209.250000 Penalty: 4700.593750
	Iteration 20F: 3 clusters Score -2312209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2312210.750000 Penalty: 4700.593750
	Iteration 21Q: 3 clusters Score -2312211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2312212.750000 Penalty: 4700.593750
	Iteration 22Q: 3 clusters Score -2312213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2312214.000000 Penalty: 4700.593750
	Iteration 23Q: 3 clusters Score -2312214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2312212.250000 Penalty: 4700.593750
	Iteration 24Q: 3 clusters Score -2312212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2312211.250000 Penalty: 4700.593750
	Iteration 25Q: 3 clusters Score -2312211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2312213.000000 Penalty: 4700.593750
	Iteration 26Q: 3 clusters Score -2312213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2312212.500000 Penalty: 4700.593750
	Iteration 27Q: 3 clusters Score -2312212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2312214.500000 Penalty: 4700.593750
	Iteration 28Q: 3 clusters Score -2312214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2312214.250000 Penalty: 4700.593750
	Iteration 29Q: 3 clusters Score -2312214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2312213.750000 Penalty: 4700.593750
	Iteration 30Q: 3 clusters Score -2312214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2312211.250000 Penalty: 4700.593750
	Iteration 31Q: 3 clusters Score -2312211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2312211.500000 Penalty: 4700.593750
	Iteration 32Q: 3 clusters Score -2312212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2312215.750000 Penalty: 4700.593750
	Iteration 33Q: 3 clusters Score -2312216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2312216.750000 Penalty: 4700.593750
	Iteration 34Q: 3 clusters Score -2312217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2312216.250000 Penalty: 4700.593750
	Iteration 35Q: 3 clusters Score -2312216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2312218.500000 Penalty: 4700.593750
	Iteration 36Q: 3 clusters Score -2312218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2312216.750000 Penalty: 4700.593750
	Iteration 37Q: 3 clusters Score -2312217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2312216.750000 Penalty: 4700.593750
	Iteration 38F: 3 clusters Score -2312217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -2523528.750000 Penalty: 2376.568604
	Iteration 0F: 2 clusters Score -2523529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2513145.500000 Penalty: 4753.137207
	Iteration 0F: 3 clusters Score -2513146 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2516291.250000 Penalty: 4753.137207
	Iteration 1F: 3 clusters Score -2516291 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2516584.750000 Penalty: 4753.137207
	Iteration 2F: 3 clusters Score -2516585 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2516834.750000 Penalty: 4753.137207
	Iteration 3Q: 3 clusters Score -2516835 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2517065.500000 Penalty: 4753.137207
	Iteration 4Q: 3 clusters Score -2517066 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2517297.500000 Penalty: 4753.137207
	Iteration 5Q: 3 clusters Score -2517298 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2517592.250000 Penalty: 4753.137207
	Iteration 6Q: 3 clusters Score -2517592 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2517918.000000 Penalty: 4753.137207
	Iteration 7Q: 3 clusters Score -2517918 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2518326.250000 Penalty: 4753.137207
	Iteration 8Q: 3 clusters Score -2518326 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2518807.750000 Penalty: 4753.137207
	Iteration 9F: 3 clusters Score -2518808 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2519319.250000 Penalty: 4753.137207
	Iteration 10F: 3 clusters Score -2519319 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2519848.000000 Penalty: 4753.137207
	Iteration 11F: 3 clusters Score -2519848 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2520319.250000 Penalty: 4753.137207
	Iteration 12Q: 3 clusters Score -2520319 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2520746.750000 Penalty: 4753.137207
	Iteration 13Q: 3 clusters Score -2520747 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2521030.250000 Penalty: 4753.137207
	Iteration 14Q: 3 clusters Score -2521030 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2521220.250000 Penalty: 4753.137207
	Iteration 15Q: 3 clusters Score -2521220 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2521364.000000 Penalty: 4753.137207
	Iteration 16Q: 3 clusters Score -2521364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2521467.750000 Penalty: 4753.137207
	Iteration 17Q: 3 clusters Score -2521468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2521554.750000 Penalty: 4753.137207
	Iteration 18Q: 3 clusters Score -2521555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2521603.000000 Penalty: 4753.137207
	Iteration 19Q: 3 clusters Score -2521603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2521634.000000 Penalty: 4753.137207
	Iteration 20F: 3 clusters Score -2521634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2521663.250000 Penalty: 4753.137207
	Iteration 21Q: 3 clusters Score -2521663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2521688.000000 Penalty: 4753.137207
	Iteration 22Q: 3 clusters Score -2521688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2521705.500000 Penalty: 4753.137207
	Iteration 23Q: 3 clusters Score -2521706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2521706.500000 Penalty: 4753.137207
	Iteration 24Q: 3 clusters Score -2521706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2521714.000000 Penalty: 4753.137207
	Iteration 25Q: 3 clusters Score -2521714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2521727.000000 Penalty: 4753.137207
	Iteration 26Q: 3 clusters Score -2521727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2521730.250000 Penalty: 4753.137207
	Iteration 27Q: 3 clusters Score -2521730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2521736.500000 Penalty: 4753.137207
	Iteration 28Q: 3 clusters Score -2521736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2521739.500000 Penalty: 4753.137207
	Iteration 29Q: 3 clusters Score -2521740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2521738.250000 Penalty: 4753.137207
	Iteration 30Q: 3 clusters Score -2521738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2521740.500000 Penalty: 4753.137207
	Iteration 31Q: 3 clusters Score -2521740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2521741.250000 Penalty: 4753.137207
	Iteration 32Q: 3 clusters Score -2521741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2521743.000000 Penalty: 4753.137207
	Iteration 33Q: 3 clusters Score -2521743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2521745.250000 Penalty: 4753.137207
	Iteration 34Q: 3 clusters Score -2521745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2521742.000000 Penalty: 4753.137207
	Iteration 35Q: 3 clusters Score -2521742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2521742.500000 Penalty: 4753.137207
	Iteration 36Q: 3 clusters Score -2521742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2521742.500000 Penalty: 4753.137207
	Iteration 37F: 3 clusters Score -2521742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -217836.406250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217836.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -218199.296875 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218199.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -218276.890625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218276.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -218314.343750 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218314.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -218340.812500 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218340.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -218358.312500 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218358.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -218375.562500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218375.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -218390.765625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -218399.203125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218402.937500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218402.937500 Penalty: 3579.852051
	Iteration 10F: 3 clusters Score -218402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 32320 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 35465 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29616 members 
Mstep: Class 41 contains 6263 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14570 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39543 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 6187 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14945 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 13056 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280536.000000 Penalty: 199966.156250
Iteration 359Q: 61 clusters Score -1.172805e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 32322 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32975 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 8966 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37600 members 
Mstep: Class 20 contains 38218 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34636 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 35464 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 4004 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7993 members 
Mstep: Class 35 contains 10330 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29620 members 
Mstep: Class 41 contains 6252 members 
Mstep: Class 42 contains 7777 members 
Mstep: Class 43 contains 14565 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35397 members 
Mstep: Class 50 contains 2276 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14952 members 
Mstep: Class 57 contains 3439 members 
Mstep: Class 58 contains 13054 members 
Mstep: Class 59 contains 14509 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280608.000000 Penalty: 199966.156250
Iteration 360F: 61 clusters Score -1.172806e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32981 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 37592 members 
Mstep: Class 20 contains 38217 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34635 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 35458 members 
Mstep: Class 25 contains 30447 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2043 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 3994 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7992 members 
Mstep: Class 35 contains 10337 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29627 members 
Mstep: Class 41 contains 6230 members 
Mstep: Class 42 contains 7774 members 
Mstep: Class 43 contains 14558 members 
Mstep: Class 44 contains 4630 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35399 members 
Mstep: Class 50 contains 2279 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1121 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14953 members 
Mstep: Class 57 contains 3444 members 
Mstep: Class 58 contains 13052 members 
Mstep: Class 59 contains 14508 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280960.000000 Penalty: 199966.156250
Iteration 361Q: 61 clusters Score -1.17281e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32983 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 8997 members 
Mstep: Class 18 contains 11396 members 
Mstep: Class 19 contains 37578 members 
Mstep: Class 20 contains 38217 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34634 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 35462 members 
Mstep: Class 25 contains 30446 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 3983 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7992 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34010 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29634 members 
Mstep: Class 41 contains 6199 members 
Mstep: Class 42 contains 7769 members 
Mstep: Class 43 contains 14555 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39545 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2280 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1122 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14956 members 
Mstep: Class 57 contains 3443 members 
Mstep: Class 58 contains 13051 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280848.000000 Penalty: 199966.156250
Iteration 362Q: 61 clusters Score -1.172808e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38270 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32985 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 37567 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 34631 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 35466 members 
Mstep: Class 25 contains 30445 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 10085 members 
Mstep: Class 32 contains 3967 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7991 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34009 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29645 members 
Mstep: Class 41 contains 6172 members 
Mstep: Class 42 contains 7763 members 
Mstep: Class 43 contains 14553 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39549 members 
Mstep: Class 49 contains 35399 members 
Mstep: Class 50 contains 2284 members 
Mstep: Class 51 contains 6189 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14957 members 
Mstep: Class 57 contains 3448 members 
Mstep: Class 58 contains 13052 members 
Mstep: Class 59 contains 14523 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280904.000000 Penalty: 199966.156250
Iteration 363Q: 61 clusters Score -1.172809e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32986 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 37553 members 
Mstep: Class 20 contains 38224 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34631 members 
Mstep: Class 23 contains 3344 members 
Mstep: Class 24 contains 35450 members 
Mstep: Class 25 contains 30445 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2037 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 3962 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 7991 members 
Mstep: Class 35 contains 10356 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34008 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29661 members 
Mstep: Class 41 contains 6139 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14552 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39555 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2290 members 
Mstep: Class 51 contains 6190 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14963 members 
Mstep: Class 57 contains 3453 members 
Mstep: Class 58 contains 13049 members 
Mstep: Class 59 contains 14522 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280880.000000 Penalty: 199966.156250
Iteration 364Q: 61 clusters Score -1.172809e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32985 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37534 members 
Mstep: Class 20 contains 38223 members 
Mstep: Class 21 contains 29061 members 
Mstep: Class 22 contains 34624 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 35446 members 
Mstep: Class 25 contains 30444 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2037 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3962 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10357 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34003 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 6110 members 
Mstep: Class 42 contains 7752 members 
Mstep: Class 43 contains 14549 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39560 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2293 members 
Mstep: Class 51 contains 6197 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14973 members 
Mstep: Class 57 contains 3455 members 
Mstep: Class 58 contains 13046 members 
Mstep: Class 59 contains 14525 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281008.000000 Penalty: 199966.156250
Iteration 365Q: 61 clusters Score -1.17281e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 32986 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9027 members 
Mstep: Class 18 contains 11395 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 34618 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 35431 members 
Mstep: Class 25 contains 30438 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2037 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3955 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10357 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 34002 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29692 members 
Mstep: Class 41 contains 6105 members 
Mstep: Class 42 contains 7747 members 
Mstep: Class 43 contains 14544 members 
Mstep: Class 44 contains 4623 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39565 members 
Mstep: Class 49 contains 35401 members 
Mstep: Class 50 contains 2298 members 
Mstep: Class 51 contains 6200 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 3460 members 
Mstep: Class 58 contains 13045 members 
Mstep: Class 59 contains 14523 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280968.000000 Penalty: 199966.156250
Iteration 366Q: 61 clusters Score -1.17281e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32987 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9036 members 
Mstep: Class 18 contains 11394 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34612 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 35429 members 
Mstep: Class 25 contains 30438 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3951 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7991 members 
Mstep: Class 35 contains 10354 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33997 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29712 members 
Mstep: Class 41 contains 6077 members 
Mstep: Class 42 contains 7742 members 
Mstep: Class 43 contains 14539 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35403 members 
Mstep: Class 50 contains 2303 members 
Mstep: Class 51 contains 6207 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14983 members 
Mstep: Class 57 contains 3468 members 
Mstep: Class 58 contains 13046 members 
Mstep: Class 59 contains 14528 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117280976.000000 Penalty: 199966.156250
Iteration 367Q: 61 clusters Score -1.17281e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32990 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9047 members 
Mstep: Class 18 contains 11396 members 
Mstep: Class 19 contains 37493 members 
Mstep: Class 20 contains 38212 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 34610 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 35427 members 
Mstep: Class 25 contains 30438 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 3949 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7991 members 
Mstep: Class 35 contains 10360 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33996 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29723 members 
Mstep: Class 41 contains 6054 members 
Mstep: Class 42 contains 7740 members 
Mstep: Class 43 contains 14534 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39570 members 
Mstep: Class 49 contains 35411 members 
Mstep: Class 50 contains 2304 members 
Mstep: Class 51 contains 6211 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3468 members 
Mstep: Class 58 contains 13046 members 
Mstep: Class 59 contains 14532 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281080.000000 Penalty: 199966.156250
Iteration 368Q: 61 clusters Score -1.172811e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32991 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 37485 members 
Mstep: Class 20 contains 38228 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34605 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 35411 members 
Mstep: Class 25 contains 30438 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 3949 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7991 members 
Mstep: Class 35 contains 10358 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33992 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29741 members 
Mstep: Class 41 contains 6045 members 
Mstep: Class 42 contains 7736 members 
Mstep: Class 43 contains 14533 members 
Mstep: Class 44 contains 4623 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39573 members 
Mstep: Class 49 contains 35415 members 
Mstep: Class 50 contains 2311 members 
Mstep: Class 51 contains 6210 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3469 members 
Mstep: Class 58 contains 13045 members 
Mstep: Class 59 contains 14529 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281184.000000 Penalty: 199966.156250
Iteration 369Q: 61 clusters Score -1.172812e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38256 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9070 members 
Mstep: Class 18 contains 11400 members 
Mstep: Class 19 contains 37481 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 34597 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 35406 members 
Mstep: Class 25 contains 30435 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2038 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 3940 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10360 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33990 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29761 members 
Mstep: Class 41 contains 6032 members 
Mstep: Class 42 contains 7736 members 
Mstep: Class 43 contains 14531 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39575 members 
Mstep: Class 49 contains 35419 members 
Mstep: Class 50 contains 2320 members 
Mstep: Class 51 contains 6206 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3476 members 
Mstep: Class 58 contains 13045 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281272.000000 Penalty: 199966.156250
Iteration 370Q: 61 clusters Score -1.172813e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38241 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32993 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 34585 members 
Mstep: Class 23 contains 3409 members 
Mstep: Class 24 contains 35410 members 
Mstep: Class 25 contains 30431 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2036 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10358 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33984 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29782 members 
Mstep: Class 41 contains 6020 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 14530 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39577 members 
Mstep: Class 49 contains 35425 members 
Mstep: Class 50 contains 2323 members 
Mstep: Class 51 contains 6205 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 3480 members 
Mstep: Class 58 contains 13044 members 
Mstep: Class 59 contains 14536 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281496.000000 Penalty: 199966.156250
Iteration 371Q: 61 clusters Score -1.172815e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 15120 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32994 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 19 contains 37476 members 
Mstep: Class 20 contains 38216 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34576 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 35403 members 
Mstep: Class 25 contains 30429 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 10084 members 
Mstep: Class 32 contains 3921 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10349 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33979 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29795 members 
Mstep: Class 41 contains 6010 members 
Mstep: Class 42 contains 7732 members 
Mstep: Class 43 contains 14527 members 
Mstep: Class 44 contains 4612 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39582 members 
Mstep: Class 49 contains 35428 members 
Mstep: Class 50 contains 2329 members 
Mstep: Class 51 contains 6205 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 3485 members 
Mstep: Class 58 contains 13042 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281608.000000 Penalty: 199966.156250
Iteration 372Q: 61 clusters Score -1.172816e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 32316 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38225 members 
Mstep: Class 7 contains 15122 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32997 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 19 contains 37471 members 
Mstep: Class 20 contains 38224 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 34566 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 35400 members 
Mstep: Class 25 contains 30427 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 3911 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7989 members 
Mstep: Class 35 contains 10347 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33978 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29807 members 
Mstep: Class 41 contains 5997 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 14522 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39585 members 
Mstep: Class 49 contains 35432 members 
Mstep: Class 50 contains 2336 members 
Mstep: Class 51 contains 6207 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3483 members 
Mstep: Class 58 contains 13041 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281608.000000 Penalty: 199966.156250
Iteration 373Q: 61 clusters Score -1.172816e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 32315 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38220 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32996 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9141 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 19 contains 37467 members 
Mstep: Class 20 contains 38224 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34556 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 35395 members 
Mstep: Class 25 contains 30423 members 
Mstep: Class 26 contains 3144 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7990 members 
Mstep: Class 35 contains 10349 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33977 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29817 members 
Mstep: Class 41 contains 5996 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 14519 members 
Mstep: Class 44 contains 4604 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39585 members 
Mstep: Class 49 contains 35438 members 
Mstep: Class 50 contains 2349 members 
Mstep: Class 51 contains 6206 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3487 members 
Mstep: Class 58 contains 13041 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281688.000000 Penalty: 199966.156250
Iteration 374Q: 61 clusters Score -1.172817e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 15125 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 32998 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37460 members 
Mstep: Class 20 contains 38226 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34551 members 
Mstep: Class 23 contains 3424 members 
Mstep: Class 24 contains 35394 members 
Mstep: Class 25 contains 30421 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2033 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7987 members 
Mstep: Class 35 contains 10343 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 33974 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29827 members 
Mstep: Class 41 contains 5991 members 
Mstep: Class 42 contains 7731 members 
Mstep: Class 43 contains 14517 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39586 members 
Mstep: Class 49 contains 35439 members 
Mstep: Class 50 contains 2361 members 
Mstep: Class 51 contains 6207 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14988 members 
Mstep: Class 57 contains 3486 members 
Mstep: Class 58 contains 13041 members 
Mstep: Class 59 contains 14547 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281640.000000 Penalty: 199966.156250
Iteration 375Q: 61 clusters Score -1.172816e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 32318 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 15126 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9179 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37461 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34542 members 
Mstep: Class 23 contains 3418 members 
Mstep: Class 24 contains 35388 members 
Mstep: Class 25 contains 30421 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3885 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7987 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 33972 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29825 members 
Mstep: Class 41 contains 5991 members 
Mstep: Class 42 contains 7732 members 
Mstep: Class 43 contains 14514 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39588 members 
Mstep: Class 49 contains 35443 members 
Mstep: Class 50 contains 2368 members 
Mstep: Class 51 contains 6207 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3485 members 
Mstep: Class 58 contains 13041 members 
Mstep: Class 59 contains 14551 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281776.000000 Penalty: 199966.156250
Iteration 376Q: 61 clusters Score -1.172818e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 32314 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 33002 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 11397 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34537 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 35384 members 
Mstep: Class 25 contains 30421 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2033 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7988 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 33968 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29828 members 
Mstep: Class 41 contains 5994 members 
Mstep: Class 42 contains 7732 members 
Mstep: Class 43 contains 14513 members 
Mstep: Class 44 contains 4600 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39590 members 
Mstep: Class 49 contains 35446 members 
Mstep: Class 50 contains 2374 members 
Mstep: Class 51 contains 6204 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3487 members 
Mstep: Class 58 contains 13039 members 
Mstep: Class 59 contains 14554 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281624.000000 Penalty: 199966.156250
Iteration 377Q: 61 clusters Score -1.172816e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 11396 members 
Mstep: Class 19 contains 37469 members 
Mstep: Class 20 contains 38232 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 34539 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 35380 members 
Mstep: Class 25 contains 30420 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2033 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3879 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7986 members 
Mstep: Class 35 contains 10338 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33964 members 
Mstep: Class 39 contains 3134 members 
Mstep: Class 40 contains 29838 members 
Mstep: Class 41 contains 5991 members 
Mstep: Class 42 contains 7732 members 
Mstep: Class 43 contains 14512 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39592 members 
Mstep: Class 49 contains 35443 members 
Mstep: Class 50 contains 2376 members 
Mstep: Class 51 contains 6202 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3492 members 
Mstep: Class 58 contains 13036 members 
Mstep: Class 59 contains 14558 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281560.000000 Penalty: 199966.156250
Iteration 378Q: 61 clusters Score -1.172816e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38208 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 11393 members 
Mstep: Class 19 contains 37470 members 
Mstep: Class 20 contains 38236 members 
Mstep: Class 21 contains 29052 members 
Mstep: Class 22 contains 34535 members 
Mstep: Class 23 contains 3416 members 
Mstep: Class 24 contains 35383 members 
Mstep: Class 25 contains 30417 members 
Mstep: Class 26 contains 3140 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3877 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7986 members 
Mstep: Class 35 contains 10338 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33957 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29846 members 
Mstep: Class 41 contains 5991 members 
Mstep: Class 42 contains 7729 members 
Mstep: Class 43 contains 14512 members 
Mstep: Class 44 contains 4594 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39589 members 
Mstep: Class 49 contains 35440 members 
Mstep: Class 50 contains 2379 members 
Mstep: Class 51 contains 6193 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3492 members 
Mstep: Class 58 contains 13034 members 
Mstep: Class 59 contains 14559 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281784.000000 Penalty: 199966.156250
Iteration 379Q: 61 clusters Score -1.172818e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 32311 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 38238 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34533 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 35380 members 
Mstep: Class 25 contains 30417 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3875 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7986 members 
Mstep: Class 35 contains 10335 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33955 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29856 members 
Mstep: Class 41 contains 5986 members 
Mstep: Class 42 contains 7726 members 
Mstep: Class 43 contains 14513 members 
Mstep: Class 44 contains 4592 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39590 members 
Mstep: Class 49 contains 35438 members 
Mstep: Class 50 contains 2383 members 
Mstep: Class 51 contains 6183 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 3489 members 
Mstep: Class 58 contains 13033 members 
Mstep: Class 59 contains 14557 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281752.000000 Penalty: 199966.156250
Iteration 380F: 61 clusters Score -1.172818e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 32311 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 38209 members 
Mstep: Class 7 contains 15137 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9246 members 
Mstep: Class 18 contains 11388 members 
Mstep: Class 19 contains 37453 members 
Mstep: Class 20 contains 38240 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34533 members 
Mstep: Class 23 contains 3455 members 
Mstep: Class 24 contains 35376 members 
Mstep: Class 25 contains 30416 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3868 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33951 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29865 members 
Mstep: Class 41 contains 5975 members 
Mstep: Class 42 contains 7726 members 
Mstep: Class 43 contains 14510 members 
Mstep: Class 44 contains 4594 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39592 members 
Mstep: Class 49 contains 35435 members 
Mstep: Class 50 contains 2387 members 
Mstep: Class 51 contains 6175 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14987 members 
Mstep: Class 57 contains 3489 members 
Mstep: Class 58 contains 13031 members 
Mstep: Class 59 contains 14557 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281736.000000 Penalty: 199966.156250
Iteration 381Q: 61 clusters Score -1.172817e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2832 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33002 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 11387 members 
Mstep: Class 19 contains 37455 members 
Mstep: Class 20 contains 38230 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34535 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 35389 members 
Mstep: Class 25 contains 30415 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33945 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29869 members 
Mstep: Class 41 contains 5961 members 
Mstep: Class 42 contains 7727 members 
Mstep: Class 43 contains 14506 members 
Mstep: Class 44 contains 4594 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39593 members 
Mstep: Class 49 contains 35425 members 
Mstep: Class 50 contains 2392 members 
Mstep: Class 51 contains 6168 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3489 members 
Mstep: Class 58 contains 13027 members 
Mstep: Class 59 contains 14553 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281704.000000 Penalty: 199966.156250
Iteration 382Q: 61 clusters Score -1.172817e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 32310 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 15141 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33003 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 37450 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34539 members 
Mstep: Class 23 contains 3498 members 
Mstep: Class 24 contains 35379 members 
Mstep: Class 25 contains 30413 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3856 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33944 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29876 members 
Mstep: Class 41 contains 5953 members 
Mstep: Class 42 contains 7726 members 
Mstep: Class 43 contains 14505 members 
Mstep: Class 44 contains 4591 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39590 members 
Mstep: Class 49 contains 35424 members 
Mstep: Class 50 contains 2395 members 
Mstep: Class 51 contains 6161 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14983 members 
Mstep: Class 57 contains 3488 members 
Mstep: Class 58 contains 13024 members 
Mstep: Class 59 contains 14542 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281936.000000 Penalty: 199966.156250
Iteration 383Q: 61 clusters Score -1.172819e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38206 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33004 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 11380 members 
Mstep: Class 19 contains 37444 members 
Mstep: Class 20 contains 38233 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34538 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 35378 members 
Mstep: Class 25 contains 30412 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3858 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33942 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29882 members 
Mstep: Class 41 contains 5935 members 
Mstep: Class 42 contains 7725 members 
Mstep: Class 43 contains 14504 members 
Mstep: Class 44 contains 4588 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39591 members 
Mstep: Class 49 contains 35416 members 
Mstep: Class 50 contains 2398 members 
Mstep: Class 51 contains 6153 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14983 members 
Mstep: Class 57 contains 3485 members 
Mstep: Class 58 contains 13021 members 
Mstep: Class 59 contains 14539 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281856.000000 Penalty: 199966.156250
Iteration 384Q: 61 clusters Score -1.172819e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 32310 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38196 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 33006 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9300 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 37442 members 
Mstep: Class 20 contains 38231 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34538 members 
Mstep: Class 23 contains 3538 members 
Mstep: Class 24 contains 35386 members 
Mstep: Class 25 contains 30412 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3860 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10356 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33938 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29893 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 7729 members 
Mstep: Class 43 contains 14504 members 
Mstep: Class 44 contains 4581 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39593 members 
Mstep: Class 49 contains 35414 members 
Mstep: Class 50 contains 2407 members 
Mstep: Class 51 contains 6142 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 3482 members 
Mstep: Class 58 contains 13017 members 
Mstep: Class 59 contains 14535 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282040.000000 Penalty: 199966.156250
Iteration 385Q: 61 clusters Score -1.17282e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 32309 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38190 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9326 members 
Mstep: Class 18 contains 11376 members 
Mstep: Class 19 contains 37436 members 
Mstep: Class 20 contains 38228 members 
Mstep: Class 21 contains 29060 members 
Mstep: Class 22 contains 34537 members 
Mstep: Class 23 contains 3547 members 
Mstep: Class 24 contains 35383 members 
Mstep: Class 25 contains 30412 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 292 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3859 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7985 members 
Mstep: Class 35 contains 10363 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33935 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29899 members 
Mstep: Class 41 contains 5915 members 
Mstep: Class 42 contains 7729 members 
Mstep: Class 43 contains 14500 members 
Mstep: Class 44 contains 4580 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39594 members 
Mstep: Class 49 contains 35418 members 
Mstep: Class 50 contains 2409 members 
Mstep: Class 51 contains 6130 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 3483 members 
Mstep: Class 58 contains 13009 members 
Mstep: Class 59 contains 14537 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281960.000000 Penalty: 199966.156250
Iteration 386Q: 61 clusters Score -1.17282e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38187 members 
Mstep: Class 7 contains 15141 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33012 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9358 members 
Mstep: Class 18 contains 11373 members 
Mstep: Class 19 contains 37439 members 
Mstep: Class 20 contains 38219 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 34536 members 
Mstep: Class 23 contains 3555 members 
Mstep: Class 24 contains 35379 members 
Mstep: Class 25 contains 30411 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3843 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7983 members 
Mstep: Class 35 contains 10371 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33934 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29906 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 7729 members 
Mstep: Class 43 contains 14496 members 
Mstep: Class 44 contains 4579 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39594 members 
Mstep: Class 49 contains 35417 members 
Mstep: Class 50 contains 2419 members 
Mstep: Class 51 contains 6119 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 3491 members 
Mstep: Class 58 contains 13005 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117281976.000000 Penalty: 199966.156250
Iteration 387Q: 61 clusters Score -1.17282e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38186 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33013 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9398 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 37428 members 
Mstep: Class 20 contains 38211 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 34536 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 35382 members 
Mstep: Class 25 contains 30409 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 293 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3827 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7981 members 
Mstep: Class 35 contains 10361 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33935 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29909 members 
Mstep: Class 41 contains 5892 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 14496 members 
Mstep: Class 44 contains 4574 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39592 members 
Mstep: Class 49 contains 35416 members 
Mstep: Class 50 contains 2422 members 
Mstep: Class 51 contains 6097 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14980 members 
Mstep: Class 57 contains 3492 members 
Mstep: Class 58 contains 13002 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282168.000000 Penalty: 199966.156250
Iteration 388Q: 61 clusters Score -1.172822e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 32308 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38183 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33016 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9425 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 37416 members 
Mstep: Class 20 contains 38205 members 
Mstep: Class 21 contains 29056 members 
Mstep: Class 22 contains 34529 members 
Mstep: Class 23 contains 3658 members 
Mstep: Class 24 contains 35392 members 
Mstep: Class 25 contains 30408 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 294 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3828 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7979 members 
Mstep: Class 35 contains 10361 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33935 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29917 members 
Mstep: Class 41 contains 5879 members 
Mstep: Class 42 contains 7734 members 
Mstep: Class 43 contains 14492 members 
Mstep: Class 44 contains 4567 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39594 members 
Mstep: Class 49 contains 35410 members 
Mstep: Class 50 contains 2417 members 
Mstep: Class 51 contains 6081 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 3495 members 
Mstep: Class 58 contains 12998 members 
Mstep: Class 59 contains 14538 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282312.000000 Penalty: 199966.156250
Iteration 389Q: 61 clusters Score -1.172823e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 32305 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38175 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33021 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9462 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 37410 members 
Mstep: Class 20 contains 38204 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34525 members 
Mstep: Class 23 contains 3747 members 
Mstep: Class 24 contains 35405 members 
Mstep: Class 25 contains 30404 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3810 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7977 members 
Mstep: Class 35 contains 10356 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33934 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29920 members 
Mstep: Class 41 contains 5862 members 
Mstep: Class 42 contains 7735 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 4559 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39590 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2400 members 
Mstep: Class 51 contains 6063 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14974 members 
Mstep: Class 57 contains 3498 members 
Mstep: Class 58 contains 12986 members 
Mstep: Class 59 contains 14542 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282608.000000 Penalty: 199966.156250
Iteration 390Q: 61 clusters Score -1.172826e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 32302 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38167 members 
Mstep: Class 7 contains 15153 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33024 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9515 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 37391 members 
Mstep: Class 20 contains 38199 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34518 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 35414 members 
Mstep: Class 25 contains 30402 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2022 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3785 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7976 members 
Mstep: Class 35 contains 10345 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33934 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29925 members 
Mstep: Class 41 contains 5847 members 
Mstep: Class 42 contains 7734 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 4558 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39588 members 
Mstep: Class 49 contains 35411 members 
Mstep: Class 50 contains 2380 members 
Mstep: Class 51 contains 6039 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1125 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 3498 members 
Mstep: Class 58 contains 12977 members 
Mstep: Class 59 contains 14545 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282856.000000 Penalty: 199966.156250
Iteration 391Q: 61 clusters Score -1.172829e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 32301 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38163 members 
Mstep: Class 7 contains 15160 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33026 members 
Mstep: Class 11 contains 5322 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9577 members 
Mstep: Class 18 contains 11290 members 
Mstep: Class 19 contains 37369 members 
Mstep: Class 20 contains 38183 members 
Mstep: Class 21 contains 29055 members 
Mstep: Class 22 contains 34509 members 
Mstep: Class 23 contains 3943 members 
Mstep: Class 24 contains 35433 members 
Mstep: Class 25 contains 30400 members 
Mstep: Class 26 contains 3136 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3747 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7976 members 
Mstep: Class 35 contains 10330 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33928 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29929 members 
Mstep: Class 41 contains 5838 members 
Mstep: Class 42 contains 7735 members 
Mstep: Class 43 contains 14488 members 
Mstep: Class 44 contains 4557 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39588 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2359 members 
Mstep: Class 51 contains 6024 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 3490 members 
Mstep: Class 58 contains 12973 members 
Mstep: Class 59 contains 14555 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282696.000000 Penalty: 199966.156250
Iteration 392Q: 61 clusters Score -1.172827e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 32302 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38156 members 
Mstep: Class 7 contains 15161 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33025 members 
Mstep: Class 11 contains 5320 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 9625 members 
Mstep: Class 18 contains 11267 members 
Mstep: Class 19 contains 37363 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 21 contains 29054 members 
Mstep: Class 22 contains 34500 members 
Mstep: Class 23 contains 4034 members 
Mstep: Class 24 contains 35453 members 
Mstep: Class 25 contains 30399 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3733 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7976 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33920 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29926 members 
Mstep: Class 41 contains 5828 members 
Mstep: Class 42 contains 7736 members 
Mstep: Class 43 contains 14487 members 
Mstep: Class 44 contains 4554 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39586 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2335 members 
Mstep: Class 51 contains 6010 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14974 members 
Mstep: Class 57 contains 3482 members 
Mstep: Class 58 contains 12973 members 
Mstep: Class 59 contains 14559 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282760.000000 Penalty: 199966.156250
Iteration 393Q: 61 clusters Score -1.172828e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 32302 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38160 members 
Mstep: Class 7 contains 15168 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33026 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 9659 members 
Mstep: Class 18 contains 11247 members 
Mstep: Class 19 contains 37355 members 
Mstep: Class 20 contains 38171 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 34498 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 35460 members 
Mstep: Class 25 contains 30396 members 
Mstep: Class 26 contains 3136 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 3730 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7975 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33918 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29923 members 
Mstep: Class 41 contains 5818 members 
Mstep: Class 42 contains 7738 members 
Mstep: Class 43 contains 14485 members 
Mstep: Class 44 contains 4555 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39584 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2311 members 
Mstep: Class 51 contains 5996 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14972 members 
Mstep: Class 57 contains 3477 members 
Mstep: Class 58 contains 12970 members 
Mstep: Class 59 contains 14564 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283000.000000 Penalty: 199966.156250
Iteration 394Q: 61 clusters Score -1.17283e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12873 members 
Mstep: Class 4 contains 32300 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38156 members 
Mstep: Class 7 contains 15171 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33026 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38154 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34496 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 35472 members 
Mstep: Class 25 contains 30396 members 
Mstep: Class 26 contains 3136 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3732 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7973 members 
Mstep: Class 35 contains 10309 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33916 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29926 members 
Mstep: Class 41 contains 5806 members 
Mstep: Class 42 contains 7743 members 
Mstep: Class 43 contains 14483 members 
Mstep: Class 44 contains 4550 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39583 members 
Mstep: Class 49 contains 35403 members 
Mstep: Class 50 contains 2284 members 
Mstep: Class 51 contains 5986 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14972 members 
Mstep: Class 57 contains 3474 members 
Mstep: Class 58 contains 12967 members 
Mstep: Class 59 contains 14563 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283024.000000 Penalty: 199966.156250
Iteration 395Q: 61 clusters Score -1.17283e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 32299 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33027 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 11227 members 
Mstep: Class 19 contains 37359 members 
Mstep: Class 20 contains 38143 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4202 members 
Mstep: Class 24 contains 35479 members 
Mstep: Class 25 contains 30395 members 
Mstep: Class 26 contains 3135 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 10081 members 
Mstep: Class 32 contains 3736 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7972 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33914 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29919 members 
Mstep: Class 41 contains 5801 members 
Mstep: Class 42 contains 7746 members 
Mstep: Class 43 contains 14482 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39578 members 
Mstep: Class 49 contains 35401 members 
Mstep: Class 50 contains 2256 members 
Mstep: Class 51 contains 5979 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14976 members 
Mstep: Class 57 contains 3469 members 
Mstep: Class 58 contains 12966 members 
Mstep: Class 59 contains 14566 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117282984.000000 Penalty: 199966.156250
Iteration 396Q: 61 clusters Score -1.17283e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12867 members 
Mstep: Class 4 contains 32296 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38150 members 
Mstep: Class 7 contains 15184 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33028 members 
Mstep: Class 11 contains 5326 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9737 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 19 contains 37357 members 
Mstep: Class 20 contains 38136 members 
Mstep: Class 21 contains 29048 members 
Mstep: Class 22 contains 34503 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 35487 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3725 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7971 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33915 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29917 members 
Mstep: Class 41 contains 5794 members 
Mstep: Class 42 contains 7749 members 
Mstep: Class 43 contains 14481 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39574 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 5970 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14975 members 
Mstep: Class 57 contains 3468 members 
Mstep: Class 58 contains 12961 members 
Mstep: Class 59 contains 14569 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283224.000000 Penalty: 199966.156250
Iteration 397Q: 61 clusters Score -1.172832e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32295 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38157 members 
Mstep: Class 7 contains 15186 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33029 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 37354 members 
Mstep: Class 20 contains 38125 members 
Mstep: Class 21 contains 29049 members 
Mstep: Class 22 contains 34503 members 
Mstep: Class 23 contains 4281 members 
Mstep: Class 24 contains 35491 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3139 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3714 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7971 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29914 members 
Mstep: Class 41 contains 5790 members 
Mstep: Class 42 contains 7752 members 
Mstep: Class 43 contains 14481 members 
Mstep: Class 44 contains 4544 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39571 members 
Mstep: Class 49 contains 35397 members 
Mstep: Class 50 contains 2203 members 
Mstep: Class 51 contains 5955 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 720 members 
Mstep: Class 56 contains 14976 members 
Mstep: Class 57 contains 3463 members 
Mstep: Class 58 contains 12957 members 
Mstep: Class 59 contains 14574 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283224.000000 Penalty: 199966.156250
Iteration 398Q: 61 clusters Score -1.172832e+08 nChanged 173
Entering ConstructFrom: 
Score: -117283224.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60351.710938 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60351.71 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60617.875000 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60617.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60747.117188 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60747.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60825.460938 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60825.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60882.242188 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60882.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60943.609375 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60943.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61005.101562 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -61005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61025.683594 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -61025.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61030.406250 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61030.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61033.828125 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61033.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61033.828125 Penalty: 2995.966309
	Iteration 10F: 3 clusters Score -61033.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -502868.937500 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -502868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -499713.343750 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -499713.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -500530.812500 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -500530.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -500850.375000 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -500850.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -501082.062500 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -501082.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -501271.406250 Penalty: 3942.048584
	Iteration 4F: 3 clusters Score -501271.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -501441.406250 Penalty: 3942.048584
	Iteration 5F: 3 clusters Score -501441.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -501594.218750 Penalty: 3942.048584
	Iteration 6Q: 3 clusters Score -501594.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -501691.500000 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -501691.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -501782.125000 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -501782.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -501835.531250 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -501835.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -501877.281250 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -501877.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -501904.281250 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -501904.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -501921.562500 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -501921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -501931.625000 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -501931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -501939.093750 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -501939.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -501946.031250 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -501946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -501953.187500 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -501953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -501959.468750 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -501959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -501970.781250 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -501970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -501985.687500 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -501985.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -501994.687500 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -501994.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -502002.687500 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -502002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -502004.937500 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -502004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -502006.968750 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -502007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -502007.437500 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -502007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -502007.437500 Penalty: 3942.048584
	Iteration 25F: 3 clusters Score -502007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Entering Unmasked Estep 
Score: -2193055.250000 Penalty: 2346.738281
	Iteration 0F: 2 clusters Score -2193055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2183623.750000 Penalty: 4693.476562
	Iteration 0F: 3 clusters Score -2183624 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2187042.000000 Penalty: 4693.476562
	Iteration 1F: 3 clusters Score -2187042 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2187880.250000 Penalty: 4693.476562
	Iteration 2F: 3 clusters Score -2187880 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2188555.500000 Penalty: 4693.476562
	Iteration 3F: 3 clusters Score -2188556 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2189111.000000 Penalty: 4693.476562
	Iteration 4F: 3 clusters Score -2189111 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2189617.750000 Penalty: 4693.476562
	Iteration 5F: 3 clusters Score -2189618 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2190038.750000 Penalty: 4693.476562
	Iteration 6Q: 3 clusters Score -2190039 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2190376.500000 Penalty: 4693.476562
	Iteration 7Q: 3 clusters Score -2190376 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2190635.000000 Penalty: 4693.476562
	Iteration 8Q: 3 clusters Score -2190635 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2190850.000000 Penalty: 4693.476562
	Iteration 9Q: 3 clusters Score -2190850 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2191046.000000 Penalty: 4693.476562
	Iteration 10Q: 3 clusters Score -2191046 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2191239.500000 Penalty: 4693.476562
	Iteration 11Q: 3 clusters Score -2191240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2191421.000000 Penalty: 4693.476562
	Iteration 12Q: 3 clusters Score -2191421 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2191596.500000 Penalty: 4693.476562
	Iteration 13Q: 3 clusters Score -2191596 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2191724.750000 Penalty: 4693.476562
	Iteration 14Q: 3 clusters Score -2191725 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2191844.000000 Penalty: 4693.476562
	Iteration 15Q: 3 clusters Score -2191844 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2191944.000000 Penalty: 4693.476562
	Iteration 16Q: 3 clusters Score -2191944 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2192033.000000 Penalty: 4693.476562
	Iteration 17Q: 3 clusters Score -2192033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2192115.250000 Penalty: 4693.476562
	Iteration 18Q: 3 clusters Score -2192115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2192179.750000 Penalty: 4693.476562
	Iteration 19Q: 3 clusters Score -2192180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2192256.750000 Penalty: 4693.476562
	Iteration 20F: 3 clusters Score -2192257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2192337.750000 Penalty: 4693.476562
	Iteration 21Q: 3 clusters Score -2192338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2192406.750000 Penalty: 4693.476562
	Iteration 22Q: 3 clusters Score -2192407 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2192511.250000 Penalty: 4693.476562
	Iteration 23Q: 3 clusters Score -2192511 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2192603.500000 Penalty: 4693.476562
	Iteration 24Q: 3 clusters Score -2192604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2192703.000000 Penalty: 4693.476562
	Iteration 25Q: 3 clusters Score -2192703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2192778.500000 Penalty: 4693.476562
	Iteration 26Q: 3 clusters Score -2192778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2192831.750000 Penalty: 4693.476562
	Iteration 27Q: 3 clusters Score -2192832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2192872.000000 Penalty: 4693.476562
	Iteration 28Q: 3 clusters Score -2192872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2192902.000000 Penalty: 4693.476562
	Iteration 29Q: 3 clusters Score -2192902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2192925.750000 Penalty: 4693.476562
	Iteration 30Q: 3 clusters Score -2192926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2192940.000000 Penalty: 4693.476562
	Iteration 31Q: 3 clusters Score -2192940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2192945.750000 Penalty: 4693.476562
	Iteration 32Q: 3 clusters Score -2192946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2192956.250000 Penalty: 4693.476562
	Iteration 33Q: 3 clusters Score -2192956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2192961.250000 Penalty: 4693.476562
	Iteration 34Q: 3 clusters Score -2192961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2192960.000000 Penalty: 4693.476562
	Iteration 35Q: 3 clusters Score -2192960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2192965.000000 Penalty: 4693.476562
	Iteration 36Q: 3 clusters Score -2192965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2192968.500000 Penalty: 4693.476562
	Iteration 37Q: 3 clusters Score -2192968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2192973.000000 Penalty: 4693.476562
	Iteration 38Q: 3 clusters Score -2192973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2192978.750000 Penalty: 4693.476562
	Iteration 39Q: 3 clusters Score -2192979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2192979.250000 Penalty: 4693.476562
	Iteration 40F: 3 clusters Score -2192979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2192978.250000 Penalty: 4693.476562
	Iteration 41Q: 3 clusters Score -2192978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2192978.500000 Penalty: 4693.476562
	Iteration 42Q: 3 clusters Score -2192978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2192975.750000 Penalty: 4693.476562
	Iteration 43Q: 3 clusters Score -2192976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2192977.500000 Penalty: 4693.476562
	Iteration 44Q: 3 clusters Score -2192978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2192977.250000 Penalty: 4693.476562
	Iteration 45Q: 3 clusters Score -2192977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2192977.250000 Penalty: 4693.476562
	Iteration 46F: 3 clusters Score -2192977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Entering Unmasked Estep 
Score: -5719732.000000 Penalty: 2574.894043
	Iteration 0F: 2 clusters Score -5719732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5697804.500000 Penalty: 5149.788086
	Iteration 0F: 3 clusters Score -5697804 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5705553.000000 Penalty: 5149.788086
	Iteration 1F: 3 clusters Score -5705553 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5705974.500000 Penalty: 5149.788086
	Iteration 2Q: 3 clusters Score -5705974 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -5706402.500000 Penalty: 5149.788086
	Iteration 3Q: 3 clusters Score -5706402 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5706780.000000 Penalty: 5149.788086
	Iteration 4Q: 3 clusters Score -5706780 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5707219.000000 Penalty: 5149.788086
	Iteration 5Q: 3 clusters Score -5707219 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5707828.000000 Penalty: 5149.788086
	Iteration 6Q: 3 clusters Score -5707828 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5708778.500000 Penalty: 5149.788086
	Iteration 7F: 3 clusters Score -5708778 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5710158.500000 Penalty: 5149.788086
	Iteration 8F: 3 clusters Score -5710158 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5712012.500000 Penalty: 5149.788086
	Iteration 9F: 3 clusters Score -5712012 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5714085.000000 Penalty: 5149.788086
	Iteration 10F: 3 clusters Score -5714085 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5715758.000000 Penalty: 5149.788086
	Iteration 11F: 3 clusters Score -5715758 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5716726.500000 Penalty: 5149.788086
	Iteration 12Q: 3 clusters Score -5716726 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -5717162.000000 Penalty: 5149.788086
	Iteration 13Q: 3 clusters Score -5717162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -5717302.000000 Penalty: 5149.788086
	Iteration 14Q: 3 clusters Score -5717302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5717355.500000 Penalty: 5149.788086
	Iteration 15Q: 3 clusters Score -5717356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -5717395.000000 Penalty: 5149.788086
	Iteration 16Q: 3 clusters Score -5717395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5717432.000000 Penalty: 5149.788086
	Iteration 17Q: 3 clusters Score -5717432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5717440.000000 Penalty: 5149.788086
	Iteration 18Q: 3 clusters Score -5717440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5717443.000000 Penalty: 5149.788086
	Iteration 19Q: 3 clusters Score -5717443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -5717447.000000 Penalty: 5149.788086
	Iteration 20F: 3 clusters Score -5717447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5717449.500000 Penalty: 5149.788086
	Iteration 21Q: 3 clusters Score -5717450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5717457.000000 Penalty: 5149.788086
	Iteration 22Q: 3 clusters Score -5717457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5717466.000000 Penalty: 5149.788086
	Iteration 23Q: 3 clusters Score -5717466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5717461.500000 Penalty: 5149.788086
	Iteration 24Q: 3 clusters Score -5717462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5717461.500000 Penalty: 5149.788086
	Iteration 25F: 3 clusters Score -5717462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -385463.968750 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -385464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -382704.531250 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -382704.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -383242.375000 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -383242.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -383429.343750 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -383429.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -383549.437500 Penalty: 3831.982666
	Iteration 3F: 3 clusters Score -383549.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -383650.625000 Penalty: 3831.982666
	Iteration 4Q: 3 clusters Score -383650.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -383749.250000 Penalty: 3831.982666
	Iteration 5Q: 3 clusters Score -383749.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -383864.062500 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -383864.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -383948.031250 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -383948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -384050.937500 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -384050.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -384128.187500 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -384128.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -384199.343750 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -384199.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -384251.625000 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -384251.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -384292.281250 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -384292.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -384324.125000 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -384324.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -384354.437500 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -384354.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -384373.500000 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -384373.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -384393.312500 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -384393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -384411.218750 Penalty: 3831.982666
	Iteration 17Q: 3 clusters Score -384411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -384430.250000 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -384430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -384444.500000 Penalty: 3831.982666
	Iteration 19Q: 3 clusters Score -384444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -384464.156250 Penalty: 3831.982666
	Iteration 20F: 3 clusters Score -384464.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -384488.875000 Penalty: 3831.982666
	Iteration 21Q: 3 clusters Score -384488.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -384515.625000 Penalty: 3831.982666
	Iteration 22Q: 3 clusters Score -384515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -384548.156250 Penalty: 3831.982666
	Iteration 23Q: 3 clusters Score -384548.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -384577.156250 Penalty: 3831.982666
	Iteration 24Q: 3 clusters Score -384577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -384613.906250 Penalty: 3831.982666
	Iteration 25Q: 3 clusters Score -384613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -384655.218750 Penalty: 3831.982666
	Iteration 26Q: 3 clusters Score -384655.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -384688.656250 Penalty: 3831.982666
	Iteration 27Q: 3 clusters Score -384688.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -384716.812500 Penalty: 3831.982666
	Iteration 28Q: 3 clusters Score -384716.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -384739.093750 Penalty: 3831.982666
	Iteration 29Q: 3 clusters Score -384739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -384757.375000 Penalty: 3831.982666
	Iteration 30Q: 3 clusters Score -384757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -384765.031250 Penalty: 3831.982666
	Iteration 31Q: 3 clusters Score -384765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -384768.062500 Penalty: 3831.982666
	Iteration 32Q: 3 clusters Score -384768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -384770.968750 Penalty: 3831.982666
	Iteration 33Q: 3 clusters Score -384771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -384774.375000 Penalty: 3831.982666
	Iteration 34Q: 3 clusters Score -384774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -384776.500000 Penalty: 3831.982666
	Iteration 35Q: 3 clusters Score -384776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -384777.281250 Penalty: 3831.982666
	Iteration 36Q: 3 clusters Score -384777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384780.312500 Penalty: 3831.982666
	Iteration 37Q: 3 clusters Score -384780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -384782.062500 Penalty: 3831.982666
	Iteration 38Q: 3 clusters Score -384782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -384783.343750 Penalty: 3831.982666
	Iteration 39Q: 3 clusters Score -384783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -384784.750000 Penalty: 3831.982666
	Iteration 40F: 3 clusters Score -384784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Entering Unmasked Estep 
Score: -6888990.500000 Penalty: 2616.273682
	Iteration 0F: 2 clusters Score -6888990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -6864038.000000 Penalty: 5232.547363
	Iteration 0F: 3 clusters Score -6864038 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6873614.500000 Penalty: 5232.547363
	Iteration 1F: 3 clusters Score -6873614 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -6874125.500000 Penalty: 5232.547363
	Iteration 2Q: 3 clusters Score -6874126 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6874514.500000 Penalty: 5232.547363
	Iteration 3Q: 3 clusters Score -6874514 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -6874867.500000 Penalty: 5232.547363
	Iteration 4Q: 3 clusters Score -6874868 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6875323.500000 Penalty: 5232.547363
	Iteration 5Q: 3 clusters Score -6875324 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6875791.500000 Penalty: 5232.547363
	Iteration 6Q: 3 clusters Score -6875792 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -6876501.000000 Penalty: 5232.547363
	Iteration 7Q: 3 clusters Score -6876501 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -6877462.500000 Penalty: 5232.547363
	Iteration 8Q: 3 clusters Score -6877462 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6878675.000000 Penalty: 5232.547363
	Iteration 9F: 3 clusters Score -6878675 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6880090.500000 Penalty: 5232.547363
	Iteration 10F: 3 clusters Score -6880090 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6881444.000000 Penalty: 5232.547363
	Iteration 11Q: 3 clusters Score -6881444 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -6882628.500000 Penalty: 5232.547363
	Iteration 12Q: 3 clusters Score -6882628 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -6883401.500000 Penalty: 5232.547363
	Iteration 13Q: 3 clusters Score -6883402 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6883914.000000 Penalty: 5232.547363
	Iteration 14Q: 3 clusters Score -6883914 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -6884210.500000 Penalty: 5232.547363
	Iteration 15Q: 3 clusters Score -6884210 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6884434.500000 Penalty: 5232.547363
	Iteration 16Q: 3 clusters Score -6884434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6884611.500000 Penalty: 5232.547363
	Iteration 17Q: 3 clusters Score -6884612 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6884742.500000 Penalty: 5232.547363
	Iteration 18Q: 3 clusters Score -6884742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6884853.500000 Penalty: 5232.547363
	Iteration 19Q: 3 clusters Score -6884854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6884940.000000 Penalty: 5232.547363
	Iteration 20F: 3 clusters Score -6884940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -6885051.500000 Penalty: 5232.547363
	Iteration 21Q: 3 clusters Score -6885052 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6885116.500000 Penalty: 5232.547363
	Iteration 22Q: 3 clusters Score -6885116 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -6885181.500000 Penalty: 5232.547363
	Iteration 23Q: 3 clusters Score -6885182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6885235.000000 Penalty: 5232.547363
	Iteration 24Q: 3 clusters Score -6885235 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6885287.000000 Penalty: 5232.547363
	Iteration 25Q: 3 clusters Score -6885287 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6885340.000000 Penalty: 5232.547363
	Iteration 26Q: 3 clusters Score -6885340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -6885381.000000 Penalty: 5232.547363
	Iteration 27Q: 3 clusters Score -6885381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6885389.000000 Penalty: 5232.547363
	Iteration 28Q: 3 clusters Score -6885389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -6885438.500000 Penalty: 5232.547363
	Iteration 29Q: 3 clusters Score -6885438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6885481.500000 Penalty: 5232.547363
	Iteration 30Q: 3 clusters Score -6885482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6885521.000000 Penalty: 5232.547363
	Iteration 31Q: 3 clusters Score -6885521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -6885552.000000 Penalty: 5232.547363
	Iteration 32Q: 3 clusters Score -6885552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6885574.000000 Penalty: 5232.547363
	Iteration 33Q: 3 clusters Score -6885574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6885599.000000 Penalty: 5232.547363
	Iteration 34Q: 3 clusters Score -6885599 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -6885624.500000 Penalty: 5232.547363
	Iteration 35Q: 3 clusters Score -6885624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -6885662.500000 Penalty: 5232.547363
	Iteration 36Q: 3 clusters Score -6885662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6885697.500000 Penalty: 5232.547363
	Iteration 37Q: 3 clusters Score -6885698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6885713.500000 Penalty: 5232.547363
	Iteration 38Q: 3 clusters Score -6885714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -6885730.500000 Penalty: 5232.547363
	Iteration 39Q: 3 clusters Score -6885730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -6885731.500000 Penalty: 5232.547363
	Iteration 40F: 3 clusters Score -6885732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6885733.500000 Penalty: 5232.547363
	Iteration 41Q: 3 clusters Score -6885734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6885777.000000 Penalty: 5232.547363
	Iteration 42Q: 3 clusters Score -6885777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -6885789.000000 Penalty: 5232.547363
	Iteration 43Q: 3 clusters Score -6885789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6885816.000000 Penalty: 5232.547363
	Iteration 44Q: 3 clusters Score -6885816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -6885822.500000 Penalty: 5232.547363
	Iteration 45Q: 3 clusters Score -6885822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6885842.500000 Penalty: 5232.547363
	Iteration 46Q: 3 clusters Score -6885842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -6885839.500000 Penalty: 5232.547363
	Iteration 47Q: 3 clusters Score -6885840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -6885856.500000 Penalty: 5232.547363
	Iteration 48Q: 3 clusters Score -6885856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -6885876.500000 Penalty: 5232.547363
	Iteration 49Q: 3 clusters Score -6885876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -6885882.000000 Penalty: 5232.547363
	Iteration 50Q: 3 clusters Score -6885882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6885919.500000 Penalty: 5232.547363
	Iteration 51Q: 3 clusters Score -6885920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -6885971.500000 Penalty: 5232.547363
	Iteration 52Q: 3 clusters Score -6885972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -6885991.000000 Penalty: 5232.547363
	Iteration 53Q: 3 clusters Score -6885991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -6886005.500000 Penalty: 5232.547363
	Iteration 54Q: 3 clusters Score -6886006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -6886032.000000 Penalty: 5232.547363
	Iteration 55Q: 3 clusters Score -6886032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6886032.500000 Penalty: 5232.547363
	Iteration 56Q: 3 clusters Score -6886032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -6886055.500000 Penalty: 5232.547363
	Iteration 57Q: 3 clusters Score -6886056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6886096.000000 Penalty: 5232.547363
	Iteration 58Q: 3 clusters Score -6886096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6886098.500000 Penalty: 5232.547363
	Iteration 59Q: 3 clusters Score -6886098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -6886122.000000 Penalty: 5232.547363
	Iteration 60F: 3 clusters Score -6886122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -6886140.500000 Penalty: 5232.547363
	Iteration 61Q: 3 clusters Score -6886140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -6886170.500000 Penalty: 5232.547363
	Iteration 62Q: 3 clusters Score -6886170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -6886181.500000 Penalty: 5232.547363
	Iteration 63Q: 3 clusters Score -6886182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6886184.000000 Penalty: 5232.547363
	Iteration 64Q: 3 clusters Score -6886184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -6886204.000000 Penalty: 5232.547363
	Iteration 65Q: 3 clusters Score -6886204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -6886205.500000 Penalty: 5232.547363
	Iteration 66Q: 3 clusters Score -6886206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -6886196.000000 Penalty: 5232.547363
	Iteration 67Q: 3 clusters Score -6886196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6886195.500000 Penalty: 5232.547363
	Iteration 68Q: 3 clusters Score -6886196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -6886232.000000 Penalty: 5232.547363
	Iteration 69Q: 3 clusters Score -6886232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -6886257.500000 Penalty: 5232.547363
	Iteration 70Q: 3 clusters Score -6886258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -6886275.500000 Penalty: 5232.547363
	Iteration 71Q: 3 clusters Score -6886276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -6886264.000000 Penalty: 5232.547363
	Iteration 72Q: 3 clusters Score -6886264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -6886287.500000 Penalty: 5232.547363
	Iteration 73Q: 3 clusters Score -6886288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6886289.000000 Penalty: 5232.547363
	Iteration 74Q: 3 clusters Score -6886289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -6886310.500000 Penalty: 5232.547363
	Iteration 75Q: 3 clusters Score -6886310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6886319.500000 Penalty: 5232.547363
	Iteration 76Q: 3 clusters Score -6886320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6886321.000000 Penalty: 5232.547363
	Iteration 77Q: 3 clusters Score -6886321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6886341.500000 Penalty: 5232.547363
	Iteration 78Q: 3 clusters Score -6886342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -6886341.000000 Penalty: 5232.547363
	Iteration 79Q: 3 clusters Score -6886341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6886351.500000 Penalty: 5232.547363
	Iteration 80F: 3 clusters Score -6886352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -6886370.500000 Penalty: 5232.547363
	Iteration 81Q: 3 clusters Score -6886370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -6886387.500000 Penalty: 5232.547363
	Iteration 82Q: 3 clusters Score -6886388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6886379.000000 Penalty: 5232.547363
	Iteration 83Q: 3 clusters Score -6886379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6886379.000000 Penalty: 5232.547363
	Iteration 84Q: 3 clusters Score -6886379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6886383.000000 Penalty: 5232.547363
	Iteration 85Q: 3 clusters Score -6886383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6886378.500000 Penalty: 5232.547363
	Iteration 86Q: 3 clusters Score -6886378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6886376.000000 Penalty: 5232.547363
	Iteration 87Q: 3 clusters Score -6886376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -6886376.000000 Penalty: 5232.547363
	Iteration 88Q: 3 clusters Score -6886376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6886381.500000 Penalty: 5232.547363
	Iteration 89Q: 3 clusters Score -6886382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -6886392.500000 Penalty: 5232.547363
	Iteration 90Q: 3 clusters Score -6886392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6886399.000000 Penalty: 5232.547363
	Iteration 91Q: 3 clusters Score -6886399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6886398.500000 Penalty: 5232.547363
	Iteration 92Q: 3 clusters Score -6886398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -6886393.000000 Penalty: 5232.547363
	Iteration 93Q: 3 clusters Score -6886393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -6886397.500000 Penalty: 5232.547363
	Iteration 94Q: 3 clusters Score -6886398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -6886399.500000 Penalty: 5232.547363
	Iteration 95Q: 3 clusters Score -6886400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6886398.500000 Penalty: 5232.547363
	Iteration 96Q: 3 clusters Score -6886398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -6886396.500000 Penalty: 5232.547363
	Iteration 97Q: 3 clusters Score -6886396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6886393.000000 Penalty: 5232.547363
	Iteration 98Q: 3 clusters Score -6886393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -6886393.000000 Penalty: 5232.547363
	Iteration 99Q: 3 clusters Score -6886393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -6886391.000000 Penalty: 5232.547363
	Iteration 100F: 3 clusters Score -6886391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -6886387.500000 Penalty: 5232.547363
	Iteration 101Q: 3 clusters Score -6886388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -6886375.000000 Penalty: 5232.547363
	Iteration 102Q: 3 clusters Score -6886375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -6886379.000000 Penalty: 5232.547363
	Iteration 103Q: 3 clusters Score -6886379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -6886379.000000 Penalty: 5232.547363
	Iteration 104Q: 3 clusters Score -6886379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -6886379.000000 Penalty: 5232.547363
	Iteration 105F: 3 clusters Score -6886379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2579766.000000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2579766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2568785.000000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2568785 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2572663.750000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2572664 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2573544.000000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2573544 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2574411.500000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -2574412 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2575228.750000 Penalty: 4775.649902
	Iteration 4F: 3 clusters Score -2575229 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2575902.750000 Penalty: 4775.649902
	Iteration 5F: 3 clusters Score -2575903 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2576442.250000 Penalty: 4775.649902
	Iteration 6F: 3 clusters Score -2576442 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2576845.250000 Penalty: 4775.649902
	Iteration 7Q: 3 clusters Score -2576845 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2577111.250000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -2577111 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2577293.750000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -2577294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2577408.000000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2577408 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2577494.000000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -2577494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2577578.000000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -2577578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2577645.000000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2577645 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2577713.500000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2577714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2577764.000000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2577764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2577782.500000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2577782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2577798.250000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2577798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2577822.250000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2577822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2577841.750000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2577842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2577866.500000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2577866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2577890.500000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2577890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2577920.000000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2577920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2577928.000000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2577928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2577962.500000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2577962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2577980.000000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -2577980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2577990.250000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -2577990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2578006.250000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -2578006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2578029.000000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2578029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2578037.500000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -2578038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2578054.750000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -2578055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2578071.250000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2578071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2578079.000000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2578079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2578109.500000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -2578110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2578124.250000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2578124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2578153.250000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -2578153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2578183.750000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2578184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2578203.750000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -2578204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2578219.750000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -2578220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2578243.500000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -2578244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2578261.000000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -2578261 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2578278.750000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2578279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2578312.750000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2578313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2578343.500000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2578344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2578363.000000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -2578363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2578403.750000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2578404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2578435.500000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -2578436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2578465.250000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -2578465 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2578515.750000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -2578516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2578587.000000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -2578587 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2578647.250000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -2578647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2578714.500000 Penalty: 4775.649902
	Iteration 51Q: 3 clusters Score -2578714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2578771.250000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -2578771 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2578813.000000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -2578813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2578849.250000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -2578849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2578891.250000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -2578891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2578920.250000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -2578920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2578944.000000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -2578944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2578958.500000 Penalty: 4775.649902
	Iteration 58Q: 3 clusters Score -2578958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2578964.750000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -2578965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2578976.250000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -2578976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2578994.250000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -2578994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2578999.750000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -2579000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2579010.500000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -2579010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2579018.000000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -2579018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2579018.750000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -2579019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2579024.000000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -2579024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2579026.000000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -2579026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2579032.500000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -2579032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2579034.750000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -2579035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2579034.250000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -2579034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2579035.000000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -2579035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2579033.000000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -2579033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2579033.000000 Penalty: 4775.649902
	Iteration 73F: 3 clusters Score -2579033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -713443.812500 Penalty: 2077.441895
	Iteration 0F: 2 clusters Score -713443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -709411.812500 Penalty: 4154.883789
	Iteration 0F: 3 clusters Score -709411.8 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -710663.125000 Penalty: 4154.883789
	Iteration 1F: 3 clusters Score -710663.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -711346.750000 Penalty: 4154.883789
	Iteration 2F: 3 clusters Score -711346.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -712026.187500 Penalty: 4154.883789
	Iteration 3F: 3 clusters Score -712026.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -712434.875000 Penalty: 4154.883789
	Iteration 4F: 3 clusters Score -712434.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -712681.375000 Penalty: 4154.883789
	Iteration 5F: 3 clusters Score -712681.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -712822.250000 Penalty: 4154.883789
	Iteration 6Q: 3 clusters Score -712822.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -712930.375000 Penalty: 4154.883789
	Iteration 7Q: 3 clusters Score -712930.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -713023.687500 Penalty: 4154.883789
	Iteration 8Q: 3 clusters Score -713023.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -713112.062500 Penalty: 4154.883789
	Iteration 9Q: 3 clusters Score -713112.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -713220.812500 Penalty: 4154.883789
	Iteration 10Q: 3 clusters Score -713220.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -713293.000000 Penalty: 4154.883789
	Iteration 11Q: 3 clusters Score -713293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -713331.500000 Penalty: 4154.883789
	Iteration 12Q: 3 clusters Score -713331.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -713356.125000 Penalty: 4154.883789
	Iteration 13Q: 3 clusters Score -713356.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -713372.375000 Penalty: 4154.883789
	Iteration 14Q: 3 clusters Score -713372.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -713378.187500 Penalty: 4154.883789
	Iteration 15Q: 3 clusters Score -713378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -713383.062500 Penalty: 4154.883789
	Iteration 16Q: 3 clusters Score -713383.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -713387.187500 Penalty: 4154.883789
	Iteration 17Q: 3 clusters Score -713387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -713389.375000 Penalty: 4154.883789
	Iteration 18Q: 3 clusters Score -713389.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -713392.625000 Penalty: 4154.883789
	Iteration 19Q: 3 clusters Score -713392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -713394.375000 Penalty: 4154.883789
	Iteration 20F: 3 clusters Score -713394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -713395.437500 Penalty: 4154.883789
	Iteration 21Q: 3 clusters Score -713395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -713396.312500 Penalty: 4154.883789
	Iteration 22Q: 3 clusters Score -713396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -713396.375000 Penalty: 4154.883789
	Iteration 23Q: 3 clusters Score -713396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -713398.687500 Penalty: 4154.883789
	Iteration 24Q: 3 clusters Score -713398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -713397.750000 Penalty: 4154.883789
	Iteration 25Q: 3 clusters Score -713397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -713399.937500 Penalty: 4154.883789
	Iteration 26Q: 3 clusters Score -713399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -713400.562500 Penalty: 4154.883789
	Iteration 27Q: 3 clusters Score -713400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -713403.062500 Penalty: 4154.883789
	Iteration 28Q: 3 clusters Score -713403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -713402.687500 Penalty: 4154.883789
	Iteration 29Q: 3 clusters Score -713402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -713403.375000 Penalty: 4154.883789
	Iteration 30Q: 3 clusters Score -713403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -713403.375000 Penalty: 4154.883789
	Iteration 31F: 3 clusters Score -713403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -158429.953125 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -158430 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 481 members 
Entering Unmasked Estep 
Score: -156596.812500 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -156596.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -156867.562500 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -156867.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156962.218750 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -156962.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156992.609375 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -156992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157009.093750 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -157009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157018.687500 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -157018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157020.500000 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -157020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157021.718750 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -157021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157021.718750 Penalty: 3378.377197
	Iteration 8F: 3 clusters Score -157021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Entering Unmasked Estep 
Score: -5887837.500000 Penalty: 2580.482422
	Iteration 0F: 2 clusters Score -5887838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5865624.500000 Penalty: 5160.964844
	Iteration 0F: 3 clusters Score -5865624 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5873803.500000 Penalty: 5160.964844
	Iteration 1F: 3 clusters Score -5873804 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5874299.500000 Penalty: 5160.964844
	Iteration 2Q: 3 clusters Score -5874300 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5874734.500000 Penalty: 5160.964844
	Iteration 3Q: 3 clusters Score -5874734 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5875178.500000 Penalty: 5160.964844
	Iteration 4Q: 3 clusters Score -5875178 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5875725.000000 Penalty: 5160.964844
	Iteration 5Q: 3 clusters Score -5875725 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5876322.500000 Penalty: 5160.964844
	Iteration 6Q: 3 clusters Score -5876322 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5877031.500000 Penalty: 5160.964844
	Iteration 7Q: 3 clusters Score -5877032 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5877980.000000 Penalty: 5160.964844
	Iteration 8Q: 3 clusters Score -5877980 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5879153.500000 Penalty: 5160.964844
	Iteration 9F: 3 clusters Score -5879154 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -5880578.000000 Penalty: 5160.964844
	Iteration 10F: 3 clusters Score -5880578 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5881924.500000 Penalty: 5160.964844
	Iteration 11F: 3 clusters Score -5881924 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5883179.500000 Penalty: 5160.964844
	Iteration 12F: 3 clusters Score -5883180 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5884083.000000 Penalty: 5160.964844
	Iteration 13Q: 3 clusters Score -5884083 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5884756.500000 Penalty: 5160.964844
	Iteration 14Q: 3 clusters Score -5884756 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -5885272.000000 Penalty: 5160.964844
	Iteration 15Q: 3 clusters Score -5885272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5885655.500000 Penalty: 5160.964844
	Iteration 16Q: 3 clusters Score -5885656 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5886035.000000 Penalty: 5160.964844
	Iteration 17Q: 3 clusters Score -5886035 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5886284.000000 Penalty: 5160.964844
	Iteration 18Q: 3 clusters Score -5886284 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5886561.000000 Penalty: 5160.964844
	Iteration 19Q: 3 clusters Score -5886561 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -5886723.500000 Penalty: 5160.964844
	Iteration 20F: 3 clusters Score -5886724 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -5886865.500000 Penalty: 5160.964844
	Iteration 21Q: 3 clusters Score -5886866 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5886950.500000 Penalty: 5160.964844
	Iteration 22Q: 3 clusters Score -5886950 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -5886995.500000 Penalty: 5160.964844
	Iteration 23Q: 3 clusters Score -5886996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5887037.000000 Penalty: 5160.964844
	Iteration 24Q: 3 clusters Score -5887037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5887046.500000 Penalty: 5160.964844
	Iteration 25Q: 3 clusters Score -5887046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5887056.000000 Penalty: 5160.964844
	Iteration 26Q: 3 clusters Score -5887056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5887067.500000 Penalty: 5160.964844
	Iteration 27Q: 3 clusters Score -5887068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5887073.000000 Penalty: 5160.964844
	Iteration 28Q: 3 clusters Score -5887073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -5887086.500000 Penalty: 5160.964844
	Iteration 29Q: 3 clusters Score -5887086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5887085.000000 Penalty: 5160.964844
	Iteration 30Q: 3 clusters Score -5887085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5887096.500000 Penalty: 5160.964844
	Iteration 31Q: 3 clusters Score -5887096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5887100.500000 Penalty: 5160.964844
	Iteration 32Q: 3 clusters Score -5887100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5887105.000000 Penalty: 5160.964844
	Iteration 33Q: 3 clusters Score -5887105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5887108.500000 Penalty: 5160.964844
	Iteration 34Q: 3 clusters Score -5887108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5887118.000000 Penalty: 5160.964844
	Iteration 35Q: 3 clusters Score -5887118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5887137.000000 Penalty: 5160.964844
	Iteration 36Q: 3 clusters Score -5887137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -5887134.000000 Penalty: 5160.964844
	Iteration 37Q: 3 clusters Score -5887134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5887136.500000 Penalty: 5160.964844
	Iteration 38Q: 3 clusters Score -5887136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -5887139.500000 Penalty: 5160.964844
	Iteration 39Q: 3 clusters Score -5887140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -5887132.000000 Penalty: 5160.964844
	Iteration 40F: 3 clusters Score -5887132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5887127.000000 Penalty: 5160.964844
	Iteration 41Q: 3 clusters Score -5887127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -5887125.500000 Penalty: 5160.964844
	Iteration 42Q: 3 clusters Score -5887126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -5887132.000000 Penalty: 5160.964844
	Iteration 43Q: 3 clusters Score -5887132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5887134.000000 Penalty: 5160.964844
	Iteration 44Q: 3 clusters Score -5887134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5887132.500000 Penalty: 5160.964844
	Iteration 45Q: 3 clusters Score -5887132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5887131.500000 Penalty: 5160.964844
	Iteration 46Q: 3 clusters Score -5887132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5887135.000000 Penalty: 5160.964844
	Iteration 47Q: 3 clusters Score -5887135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5887127.000000 Penalty: 5160.964844
	Iteration 48Q: 3 clusters Score -5887127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5887127.000000 Penalty: 5160.964844
	Iteration 49F: 3 clusters Score -5887127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -860984.125000 Penalty: 2127.881592
	Iteration 0F: 2 clusters Score -860984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -856285.375000 Penalty: 4255.763184
	Iteration 0F: 3 clusters Score -856285.4 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -857777.250000 Penalty: 4255.763184
	Iteration 1F: 3 clusters Score -857777.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -858515.875000 Penalty: 4255.763184
	Iteration 2F: 3 clusters Score -858515.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -859394.875000 Penalty: 4255.763184
	Iteration 3F: 3 clusters Score -859394.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -860153.312500 Penalty: 4255.763184
	Iteration 4F: 3 clusters Score -860153.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -860611.500000 Penalty: 4255.763184
	Iteration 5F: 3 clusters Score -860611.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -860939.250000 Penalty: 4255.763184
	Iteration 6Q: 3 clusters Score -860939.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -861125.062500 Penalty: 4255.763184
	Iteration 7Q: 3 clusters Score -861125.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -861216.187500 Penalty: 4255.763184
	Iteration 8Q: 3 clusters Score -861216.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -861269.812500 Penalty: 4255.763184
	Iteration 9Q: 3 clusters Score -861269.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -861301.062500 Penalty: 4255.763184
	Iteration 10Q: 3 clusters Score -861301.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -861335.312500 Penalty: 4255.763184
	Iteration 11Q: 3 clusters Score -861335.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -861357.312500 Penalty: 4255.763184
	Iteration 12Q: 3 clusters Score -861357.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -861368.500000 Penalty: 4255.763184
	Iteration 13Q: 3 clusters Score -861368.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -861378.562500 Penalty: 4255.763184
	Iteration 14Q: 3 clusters Score -861378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -861384.750000 Penalty: 4255.763184
	Iteration 15Q: 3 clusters Score -861384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -861388.812500 Penalty: 4255.763184
	Iteration 16Q: 3 clusters Score -861388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -861395.062500 Penalty: 4255.763184
	Iteration 17Q: 3 clusters Score -861395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -861400.812500 Penalty: 4255.763184
	Iteration 18Q: 3 clusters Score -861400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -861407.312500 Penalty: 4255.763184
	Iteration 19Q: 3 clusters Score -861407.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -861409.437500 Penalty: 4255.763184
	Iteration 20F: 3 clusters Score -861409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -861413.250000 Penalty: 4255.763184
	Iteration 21Q: 3 clusters Score -861413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -861417.875000 Penalty: 4255.763184
	Iteration 22Q: 3 clusters Score -861417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -861423.875000 Penalty: 4255.763184
	Iteration 23Q: 3 clusters Score -861423.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -861427.250000 Penalty: 4255.763184
	Iteration 24Q: 3 clusters Score -861427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -861428.187500 Penalty: 4255.763184
	Iteration 25Q: 3 clusters Score -861428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -861429.500000 Penalty: 4255.763184
	Iteration 26Q: 3 clusters Score -861429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -861429.375000 Penalty: 4255.763184
	Iteration 27Q: 3 clusters Score -861429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -861431.625000 Penalty: 4255.763184
	Iteration 28Q: 3 clusters Score -861431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -861430.687500 Penalty: 4255.763184
	Iteration 29Q: 3 clusters Score -861430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -861433.000000 Penalty: 4255.763184
	Iteration 30Q: 3 clusters Score -861433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -861432.562500 Penalty: 4255.763184
	Iteration 31Q: 3 clusters Score -861432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -861432.875000 Penalty: 4255.763184
	Iteration 32Q: 3 clusters Score -861432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -861433.000000 Penalty: 4255.763184
	Iteration 33Q: 3 clusters Score -861433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -861432.750000 Penalty: 4255.763184
	Iteration 34Q: 3 clusters Score -861432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -861433.875000 Penalty: 4255.763184
	Iteration 35Q: 3 clusters Score -861433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -861433.875000 Penalty: 4255.763184
	Iteration 36F: 3 clusters Score -861433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2536 members 
Entering Unmasked Estep 
Score: -117282464.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117283224.000000 to -117282464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49075.960938 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49075.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49627.812500 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49627.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49915.269531 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49915.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50040.925781 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -50040.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50102.296875 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -50102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50159.585938 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -50159.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50217.882812 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50217.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50302.128906 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50302.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50531.691406 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50531.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50569.257812 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -50569.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50575.277344 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -50575.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50575.277344 Penalty: 2924.988281
	Iteration 11F: 3 clusters Score -50575.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 165 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 199 members 
Entering Unmasked Estep 
Score: -117281640.000000 Penalty: 203298.921875
Splitting cluster 12 changes total score from -117283224.000000 to -117281640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -490153.375000 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -490153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -486959.250000 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -486959.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -487636.625000 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -487636.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -487809.875000 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -487809.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -487925.125000 Penalty: 3952.458252
	Iteration 3Q: 3 clusters Score -487925.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -487995.593750 Penalty: 3952.458252
	Iteration 4Q: 3 clusters Score -487995.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -488051.750000 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -488051.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488089.250000 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -488089.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488133.156250 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -488133.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -488173.812500 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -488173.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -488207.406250 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -488207.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -488240.375000 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -488240.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -488276.468750 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -488276.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -488307.281250 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -488307.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -488353.156250 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -488353.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -488407.437500 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -488407.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -488469.312500 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -488469.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -488521.625000 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -488521.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -488570.718750 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -488570.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -488631.781250 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -488631.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -488675.343750 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -488675.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -488708.843750 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -488708.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -488735.593750 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -488735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -488751.625000 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -488751.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -488764.531250 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -488764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488772.937500 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -488772.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -488780.156250 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -488780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -488785.187500 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -488785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -488788.875000 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -488788.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -488795.093750 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -488795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -488798.906250 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -488798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -488800.781250 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -488800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -488801.093750 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -488801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -488800.593750 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -488800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -488800.593750 Penalty: 3952.458252
	Iteration 33F: 3 clusters Score -488800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -71849.000000 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -71849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70442.671875 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -70442.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70716.484375 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -70716.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70915.703125 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -70915.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -70969.703125 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -70969.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71019.492188 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -71019.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71057.375000 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -71057.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71084.078125 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -71084.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71103.320312 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -71103.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71117.171875 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -71117.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71143.328125 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -71143.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71182.570312 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -71182.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71217.851562 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -71217.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71229.328125 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -71229.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71240.703125 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -71240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71246.750000 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -71246.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71257.804688 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -71257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71265.492188 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -71265.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71273.140625 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -71273.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71287.007812 Penalty: 3048.579346
	Iteration 18Q: 3 clusters Score -71287.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71303.945312 Penalty: 3048.579346
	Iteration 19Q: 3 clusters Score -71303.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71337.789062 Penalty: 3048.579346
	Iteration 20F: 3 clusters Score -71337.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71347.484375 Penalty: 3048.579346
	Iteration 21Q: 3 clusters Score -71347.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71356.671875 Penalty: 3048.579346
	Iteration 22Q: 3 clusters Score -71356.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71368.070312 Penalty: 3048.579346
	Iteration 23Q: 3 clusters Score -71368.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71386.656250 Penalty: 3048.579346
	Iteration 24Q: 3 clusters Score -71386.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71388.273438 Penalty: 3048.579346
	Iteration 25Q: 3 clusters Score -71388.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71389.179688 Penalty: 3048.579346
	Iteration 26Q: 3 clusters Score -71389.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71390.273438 Penalty: 3048.579346
	Iteration 27Q: 3 clusters Score -71390.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71392.632812 Penalty: 3048.579346
	Iteration 28Q: 3 clusters Score -71392.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71393.929688 Penalty: 3048.579346
	Iteration 29Q: 3 clusters Score -71393.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71397.601562 Penalty: 3048.579346
	Iteration 30Q: 3 clusters Score -71397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71401.625000 Penalty: 3048.579346
	Iteration 31Q: 3 clusters Score -71401.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71424.046875 Penalty: 3048.579346
	Iteration 32Q: 3 clusters Score -71424.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71472.078125 Penalty: 3048.579346
	Iteration 33Q: 3 clusters Score -71472.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71510.328125 Penalty: 3048.579346
	Iteration 34Q: 3 clusters Score -71510.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71556.046875 Penalty: 3048.579346
	Iteration 35Q: 3 clusters Score -71556.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71563.617188 Penalty: 3048.579346
	Iteration 36Q: 3 clusters Score -71563.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71563.617188 Penalty: 3048.579346
	Iteration 37F: 3 clusters Score -71563.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -40632.449219 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -40632.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39457.011719 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -39457.01 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39693.179688 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -39693.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39735.218750 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -39735.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39802.335938 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -39802.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39872.214844 Penalty: 2876.350098
	Iteration 4F: 3 clusters Score -39872.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39924.964844 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -39924.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39996.554688 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -39996.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40030.000000 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -40030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40137.960938 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -40137.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40162.175781 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -40162.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40243.468750 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -40243.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40291.839844 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -40291.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40300.792969 Penalty: 2876.350098
	Iteration 12F: 3 clusters Score -40300.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40339.957031 Penalty: 2876.350098
	Iteration 13Q: 3 clusters Score -40339.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40379.113281 Penalty: 2876.350098
	Iteration 14Q: 3 clusters Score -40379.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40384.417969 Penalty: 2876.350098
	Iteration 15Q: 3 clusters Score -40384.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40413.527344 Penalty: 2876.350098
	Iteration 16Q: 3 clusters Score -40413.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40469.261719 Penalty: 2876.350098
	Iteration 17Q: 3 clusters Score -40469.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40471.906250 Penalty: 2876.350098
	Iteration 18Q: 3 clusters Score -40471.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40473.562500 Penalty: 2876.350098
	Iteration 19Q: 3 clusters Score -40473.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40473.562500 Penalty: 2876.350098
	Iteration 20F: 3 clusters Score -40473.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Entering Unmasked Estep 
Score: -2091459.000000 Penalty: 2328.012451
	Iteration 0F: 2 clusters Score -2091459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2082563.125000 Penalty: 4656.024902
	Iteration 0F: 3 clusters Score -2082563 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2085398.375000 Penalty: 4656.024902
	Iteration 1F: 3 clusters Score -2085398 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2085820.000000 Penalty: 4656.024902
	Iteration 2F: 3 clusters Score -2085820 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2086211.375000 Penalty: 4656.024902
	Iteration 3F: 3 clusters Score -2086211 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2086575.375000 Penalty: 4656.024902
	Iteration 4F: 3 clusters Score -2086575 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2086903.250000 Penalty: 4656.024902
	Iteration 5F: 3 clusters Score -2086903 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2087194.875000 Penalty: 4656.024902
	Iteration 6Q: 3 clusters Score -2087195 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2087447.875000 Penalty: 4656.024902
	Iteration 7Q: 3 clusters Score -2087448 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2087663.750000 Penalty: 4656.024902
	Iteration 8Q: 3 clusters Score -2087664 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2087858.000000 Penalty: 4656.024902
	Iteration 9Q: 3 clusters Score -2087858 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2088003.875000 Penalty: 4656.024902
	Iteration 10Q: 3 clusters Score -2088004 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2088120.875000 Penalty: 4656.024902
	Iteration 11Q: 3 clusters Score -2088121 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2088184.000000 Penalty: 4656.024902
	Iteration 12Q: 3 clusters Score -2088184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2088240.750000 Penalty: 4656.024902
	Iteration 13Q: 3 clusters Score -2088241 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2088282.375000 Penalty: 4656.024902
	Iteration 14Q: 3 clusters Score -2088282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2088326.250000 Penalty: 4656.024902
	Iteration 15Q: 3 clusters Score -2088326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2088350.375000 Penalty: 4656.024902
	Iteration 16Q: 3 clusters Score -2088350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2088364.875000 Penalty: 4656.024902
	Iteration 17Q: 3 clusters Score -2088365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2088388.500000 Penalty: 4656.024902
	Iteration 18Q: 3 clusters Score -2088388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2088404.500000 Penalty: 4656.024902
	Iteration 19Q: 3 clusters Score -2088404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2088419.375000 Penalty: 4656.024902
	Iteration 20F: 3 clusters Score -2088419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2088429.500000 Penalty: 4656.024902
	Iteration 21Q: 3 clusters Score -2088430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2088442.750000 Penalty: 4656.024902
	Iteration 22Q: 3 clusters Score -2088443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2088448.375000 Penalty: 4656.024902
	Iteration 23Q: 3 clusters Score -2088448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2088448.375000 Penalty: 4656.024902
	Iteration 24Q: 3 clusters Score -2088448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2088459.875000 Penalty: 4656.024902
	Iteration 25Q: 3 clusters Score -2088460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2088481.250000 Penalty: 4656.024902
	Iteration 26Q: 3 clusters Score -2088481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2088484.000000 Penalty: 4656.024902
	Iteration 27Q: 3 clusters Score -2088484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2088495.375000 Penalty: 4656.024902
	Iteration 28Q: 3 clusters Score -2088495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2088502.625000 Penalty: 4656.024902
	Iteration 29Q: 3 clusters Score -2088503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2088517.625000 Penalty: 4656.024902
	Iteration 30Q: 3 clusters Score -2088518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2088531.000000 Penalty: 4656.024902
	Iteration 31Q: 3 clusters Score -2088531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2088539.625000 Penalty: 4656.024902
	Iteration 32Q: 3 clusters Score -2088540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2088554.250000 Penalty: 4656.024902
	Iteration 33Q: 3 clusters Score -2088554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2088566.500000 Penalty: 4656.024902
	Iteration 34Q: 3 clusters Score -2088566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2088580.250000 Penalty: 4656.024902
	Iteration 35Q: 3 clusters Score -2088580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2088602.750000 Penalty: 4656.024902
	Iteration 36Q: 3 clusters Score -2088603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2088620.250000 Penalty: 4656.024902
	Iteration 37Q: 3 clusters Score -2088620 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2088638.250000 Penalty: 4656.024902
	Iteration 38Q: 3 clusters Score -2088638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2088669.500000 Penalty: 4656.024902
	Iteration 39Q: 3 clusters Score -2088670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2088686.375000 Penalty: 4656.024902
	Iteration 40F: 3 clusters Score -2088686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2088705.125000 Penalty: 4656.024902
	Iteration 41Q: 3 clusters Score -2088705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2088727.750000 Penalty: 4656.024902
	Iteration 42Q: 3 clusters Score -2088728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2088750.625000 Penalty: 4656.024902
	Iteration 43Q: 3 clusters Score -2088751 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2088776.875000 Penalty: 4656.024902
	Iteration 44Q: 3 clusters Score -2088777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2088803.250000 Penalty: 4656.024902
	Iteration 45Q: 3 clusters Score -2088803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2088836.500000 Penalty: 4656.024902
	Iteration 46Q: 3 clusters Score -2088836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2088858.875000 Penalty: 4656.024902
	Iteration 47Q: 3 clusters Score -2088859 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2088888.750000 Penalty: 4656.024902
	Iteration 48Q: 3 clusters Score -2088889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2088919.375000 Penalty: 4656.024902
	Iteration 49Q: 3 clusters Score -2088919 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2088958.375000 Penalty: 4656.024902
	Iteration 50Q: 3 clusters Score -2088958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2088998.125000 Penalty: 4656.024902
	Iteration 51Q: 3 clusters Score -2088998 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2089026.125000 Penalty: 4656.024902
	Iteration 52Q: 3 clusters Score -2089026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2089062.875000 Penalty: 4656.024902
	Iteration 53Q: 3 clusters Score -2089063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2089096.500000 Penalty: 4656.024902
	Iteration 54Q: 3 clusters Score -2089096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2089126.000000 Penalty: 4656.024902
	Iteration 55Q: 3 clusters Score -2089126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2089164.125000 Penalty: 4656.024902
	Iteration 56Q: 3 clusters Score -2089164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2089195.875000 Penalty: 4656.024902
	Iteration 57Q: 3 clusters Score -2089196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2089234.000000 Penalty: 4656.024902
	Iteration 58Q: 3 clusters Score -2089234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2089265.500000 Penalty: 4656.024902
	Iteration 59Q: 3 clusters Score -2089266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2089296.625000 Penalty: 4656.024902
	Iteration 60F: 3 clusters Score -2089297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2089327.250000 Penalty: 4656.024902
	Iteration 61Q: 3 clusters Score -2089327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2089358.000000 Penalty: 4656.024902
	Iteration 62Q: 3 clusters Score -2089358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2089380.250000 Penalty: 4656.024902
	Iteration 63Q: 3 clusters Score -2089380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2089403.125000 Penalty: 4656.024902
	Iteration 64Q: 3 clusters Score -2089403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2089423.875000 Penalty: 4656.024902
	Iteration 65Q: 3 clusters Score -2089424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2089442.625000 Penalty: 4656.024902
	Iteration 66Q: 3 clusters Score -2089443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2089455.125000 Penalty: 4656.024902
	Iteration 67Q: 3 clusters Score -2089455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2089468.000000 Penalty: 4656.024902
	Iteration 68Q: 3 clusters Score -2089468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2089483.625000 Penalty: 4656.024902
	Iteration 69Q: 3 clusters Score -2089484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2089488.250000 Penalty: 4656.024902
	Iteration 70Q: 3 clusters Score -2089488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2089495.000000 Penalty: 4656.024902
	Iteration 71Q: 3 clusters Score -2089495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2089493.625000 Penalty: 4656.024902
	Iteration 72Q: 3 clusters Score -2089494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2089499.500000 Penalty: 4656.024902
	Iteration 73Q: 3 clusters Score -2089500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2089509.000000 Penalty: 4656.024902
	Iteration 74Q: 3 clusters Score -2089509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2089510.875000 Penalty: 4656.024902
	Iteration 75Q: 3 clusters Score -2089511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2089513.625000 Penalty: 4656.024902
	Iteration 76Q: 3 clusters Score -2089514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2089516.875000 Penalty: 4656.024902
	Iteration 77Q: 3 clusters Score -2089517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2089526.375000 Penalty: 4656.024902
	Iteration 78Q: 3 clusters Score -2089526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2089529.250000 Penalty: 4656.024902
	Iteration 79Q: 3 clusters Score -2089529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2089534.125000 Penalty: 4656.024902
	Iteration 80F: 3 clusters Score -2089534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2089530.750000 Penalty: 4656.024902
	Iteration 81Q: 3 clusters Score -2089531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2089537.500000 Penalty: 4656.024902
	Iteration 82Q: 3 clusters Score -2089538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2089541.375000 Penalty: 4656.024902
	Iteration 83Q: 3 clusters Score -2089541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2089544.000000 Penalty: 4656.024902
	Iteration 84Q: 3 clusters Score -2089544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2089542.750000 Penalty: 4656.024902
	Iteration 85Q: 3 clusters Score -2089543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2089539.875000 Penalty: 4656.024902
	Iteration 86Q: 3 clusters Score -2089540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2089542.000000 Penalty: 4656.024902
	Iteration 87Q: 3 clusters Score -2089542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2089543.500000 Penalty: 4656.024902
	Iteration 88Q: 3 clusters Score -2089544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2089543.500000 Penalty: 4656.024902
	Iteration 89F: 3 clusters Score -2089544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Entering Unmasked Estep 
Score: -1712979.250000 Penalty: 2279.128906
	Iteration 0F: 2 clusters Score -1712979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1705394.750000 Penalty: 4558.257812
	Iteration 0F: 3 clusters Score -1705395 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1707735.750000 Penalty: 4558.257812
	Iteration 1F: 3 clusters Score -1707736 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1708154.875000 Penalty: 4558.257812
	Iteration 2F: 3 clusters Score -1708155 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1708581.875000 Penalty: 4558.257812
	Iteration 3F: 3 clusters Score -1708582 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1708969.125000 Penalty: 4558.257812
	Iteration 4F: 3 clusters Score -1708969 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1709346.375000 Penalty: 4558.257812
	Iteration 5F: 3 clusters Score -1709346 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1709714.500000 Penalty: 4558.257812
	Iteration 6F: 3 clusters Score -1709714 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1710039.875000 Penalty: 4558.257812
	Iteration 7F: 3 clusters Score -1710040 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1710303.375000 Penalty: 4558.257812
	Iteration 8Q: 3 clusters Score -1710303 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1710563.250000 Penalty: 4558.257812
	Iteration 9Q: 3 clusters Score -1710563 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1710751.625000 Penalty: 4558.257812
	Iteration 10Q: 3 clusters Score -1710752 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1710904.750000 Penalty: 4558.257812
	Iteration 11Q: 3 clusters Score -1710905 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1711014.875000 Penalty: 4558.257812
	Iteration 12Q: 3 clusters Score -1711015 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1711104.875000 Penalty: 4558.257812
	Iteration 13Q: 3 clusters Score -1711105 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1711182.875000 Penalty: 4558.257812
	Iteration 14Q: 3 clusters Score -1711183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1711249.250000 Penalty: 4558.257812
	Iteration 15Q: 3 clusters Score -1711249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1711310.500000 Penalty: 4558.257812
	Iteration 16Q: 3 clusters Score -1711310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1711365.750000 Penalty: 4558.257812
	Iteration 17Q: 3 clusters Score -1711366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1711434.500000 Penalty: 4558.257812
	Iteration 18Q: 3 clusters Score -1711434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1711511.500000 Penalty: 4558.257812
	Iteration 19Q: 3 clusters Score -1711512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1711582.875000 Penalty: 4558.257812
	Iteration 20F: 3 clusters Score -1711583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1711635.000000 Penalty: 4558.257812
	Iteration 21Q: 3 clusters Score -1711635 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1711692.250000 Penalty: 4558.257812
	Iteration 22Q: 3 clusters Score -1711692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1711746.875000 Penalty: 4558.257812
	Iteration 23Q: 3 clusters Score -1711747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1711781.875000 Penalty: 4558.257812
	Iteration 24Q: 3 clusters Score -1711782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1711809.250000 Penalty: 4558.257812
	Iteration 25Q: 3 clusters Score -1711809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1711835.250000 Penalty: 4558.257812
	Iteration 26Q: 3 clusters Score -1711835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1711849.000000 Penalty: 4558.257812
	Iteration 27Q: 3 clusters Score -1711849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1711852.250000 Penalty: 4558.257812
	Iteration 28Q: 3 clusters Score -1711852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1711855.625000 Penalty: 4558.257812
	Iteration 29Q: 3 clusters Score -1711856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1711861.125000 Penalty: 4558.257812
	Iteration 30Q: 3 clusters Score -1711861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1711862.625000 Penalty: 4558.257812
	Iteration 31Q: 3 clusters Score -1711863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1711867.250000 Penalty: 4558.257812
	Iteration 32Q: 3 clusters Score -1711867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1711865.500000 Penalty: 4558.257812
	Iteration 33Q: 3 clusters Score -1711866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1711866.375000 Penalty: 4558.257812
	Iteration 34Q: 3 clusters Score -1711866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1711868.125000 Penalty: 4558.257812
	Iteration 35Q: 3 clusters Score -1711868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1711868.875000 Penalty: 4558.257812
	Iteration 36Q: 3 clusters Score -1711869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1711871.125000 Penalty: 4558.257812
	Iteration 37Q: 3 clusters Score -1711871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1711876.500000 Penalty: 4558.257812
	Iteration 38Q: 3 clusters Score -1711876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1711876.250000 Penalty: 4558.257812
	Iteration 39Q: 3 clusters Score -1711876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1711877.625000 Penalty: 4558.257812
	Iteration 40F: 3 clusters Score -1711878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1711878.500000 Penalty: 4558.257812
	Iteration 41Q: 3 clusters Score -1711878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1711880.625000 Penalty: 4558.257812
	Iteration 42Q: 3 clusters Score -1711881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1711882.875000 Penalty: 4558.257812
	Iteration 43Q: 3 clusters Score -1711883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1711883.125000 Penalty: 4558.257812
	Iteration 44Q: 3 clusters Score -1711883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1711881.625000 Penalty: 4558.257812
	Iteration 45Q: 3 clusters Score -1711882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1711884.250000 Penalty: 4558.257812
	Iteration 46Q: 3 clusters Score -1711884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1711883.250000 Penalty: 4558.257812
	Iteration 47Q: 3 clusters Score -1711883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1711886.125000 Penalty: 4558.257812
	Iteration 48Q: 3 clusters Score -1711886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1711890.500000 Penalty: 4558.257812
	Iteration 49Q: 3 clusters Score -1711890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1711889.875000 Penalty: 4558.257812
	Iteration 50Q: 3 clusters Score -1711890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1711890.500000 Penalty: 4558.257812
	Iteration 51Q: 3 clusters Score -1711890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1711890.000000 Penalty: 4558.257812
	Iteration 52Q: 3 clusters Score -1711890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1711886.375000 Penalty: 4558.257812
	Iteration 53Q: 3 clusters Score -1711886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1711887.375000 Penalty: 4558.257812
	Iteration 54Q: 3 clusters Score -1711887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1711888.625000 Penalty: 4558.257812
	Iteration 55Q: 3 clusters Score -1711889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1711888.625000 Penalty: 4558.257812
	Iteration 56F: 3 clusters Score -1711889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -1956567.750000 Penalty: 2312.336182
	Iteration 0F: 2 clusters Score -1956568 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 5652 members 
Entering Unmasked Estep 
Score: -1948102.875000 Penalty: 4624.672363
	Iteration 0F: 3 clusters Score -1948103 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1950763.000000 Penalty: 4624.672363
	Iteration 1F: 3 clusters Score -1950763 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1951378.750000 Penalty: 4624.672363
	Iteration 2F: 3 clusters Score -1951379 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1952212.875000 Penalty: 4624.672363
	Iteration 3F: 3 clusters Score -1952213 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1953565.125000 Penalty: 4624.672363
	Iteration 4F: 3 clusters Score -1953565 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1955168.500000 Penalty: 4624.672363
	Iteration 5F: 3 clusters Score -1955168 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1956159.000000 Penalty: 4624.672363
	Iteration 6F: 3 clusters Score -1956159 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1956580.375000 Penalty: 4624.672363
	Iteration 7F: 3 clusters Score -1956580 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1956737.125000 Penalty: 4624.672363
	Iteration 8Q: 3 clusters Score -1956737 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1956799.000000 Penalty: 4624.672363
	Iteration 9Q: 3 clusters Score -1956799 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1956830.750000 Penalty: 4624.672363
	Iteration 10Q: 3 clusters Score -1956831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1956853.250000 Penalty: 4624.672363
	Iteration 11Q: 3 clusters Score -1956853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1956862.375000 Penalty: 4624.672363
	Iteration 12Q: 3 clusters Score -1956862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1956862.500000 Penalty: 4624.672363
	Iteration 13Q: 3 clusters Score -1956862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1956864.000000 Penalty: 4624.672363
	Iteration 14Q: 3 clusters Score -1956864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1956869.375000 Penalty: 4624.672363
	Iteration 15Q: 3 clusters Score -1956869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1956868.500000 Penalty: 4624.672363
	Iteration 16Q: 3 clusters Score -1956868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1956872.875000 Penalty: 4624.672363
	Iteration 17Q: 3 clusters Score -1956873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1956872.125000 Penalty: 4624.672363
	Iteration 18Q: 3 clusters Score -1956872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1956876.000000 Penalty: 4624.672363
	Iteration 19Q: 3 clusters Score -1956876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1956874.000000 Penalty: 4624.672363
	Iteration 20F: 3 clusters Score -1956874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1956873.000000 Penalty: 4624.672363
	Iteration 21Q: 3 clusters Score -1956873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1956872.625000 Penalty: 4624.672363
	Iteration 22Q: 3 clusters Score -1956873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1956876.500000 Penalty: 4624.672363
	Iteration 23Q: 3 clusters Score -1956876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1956878.875000 Penalty: 4624.672363
	Iteration 24Q: 3 clusters Score -1956879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1956875.875000 Penalty: 4624.672363
	Iteration 25Q: 3 clusters Score -1956876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1956872.000000 Penalty: 4624.672363
	Iteration 26Q: 3 clusters Score -1956872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1956878.625000 Penalty: 4624.672363
	Iteration 27Q: 3 clusters Score -1956879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1956881.500000 Penalty: 4624.672363
	Iteration 28Q: 3 clusters Score -1956882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1956880.750000 Penalty: 4624.672363
	Iteration 29Q: 3 clusters Score -1956881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1956878.500000 Penalty: 4624.672363
	Iteration 30Q: 3 clusters Score -1956878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1956876.375000 Penalty: 4624.672363
	Iteration 31Q: 3 clusters Score -1956876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1956877.625000 Penalty: 4624.672363
	Iteration 32Q: 3 clusters Score -1956878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1956883.875000 Penalty: 4624.672363
	Iteration 33Q: 3 clusters Score -1956884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1956885.375000 Penalty: 4624.672363
	Iteration 34Q: 3 clusters Score -1956885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1956884.375000 Penalty: 4624.672363
	Iteration 35Q: 3 clusters Score -1956884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1956887.750000 Penalty: 4624.672363
	Iteration 36Q: 3 clusters Score -1956888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1956890.625000 Penalty: 4624.672363
	Iteration 37Q: 3 clusters Score -1956891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1956890.375000 Penalty: 4624.672363
	Iteration 38Q: 3 clusters Score -1956890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1956895.250000 Penalty: 4624.672363
	Iteration 39Q: 3 clusters Score -1956895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1956895.875000 Penalty: 4624.672363
	Iteration 40F: 3 clusters Score -1956896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1956891.375000 Penalty: 4624.672363
	Iteration 41Q: 3 clusters Score -1956891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1956892.875000 Penalty: 4624.672363
	Iteration 42Q: 3 clusters Score -1956893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1956892.125000 Penalty: 4624.672363
	Iteration 43Q: 3 clusters Score -1956892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1956894.875000 Penalty: 4624.672363
	Iteration 44Q: 3 clusters Score -1956895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1956893.625000 Penalty: 4624.672363
	Iteration 45Q: 3 clusters Score -1956894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1956893.625000 Penalty: 4624.672363
	Iteration 46F: 3 clusters Score -1956894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 6202 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 5001 members 
Entering Unmasked Estep 
Score: -117282280.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117283224.000000 to -117282280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Entering Unmasked Estep 
Score: -6315184.500000 Penalty: 2611.019043
	Iteration 0F: 2 clusters Score -6315184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -6290162.500000 Penalty: 5222.038086
	Iteration 0F: 3 clusters Score -6290162 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -6299474.000000 Penalty: 5222.038086
	Iteration 1F: 3 clusters Score -6299474 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -6300101.500000 Penalty: 5222.038086
	Iteration 2Q: 3 clusters Score -6300102 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -6300745.500000 Penalty: 5222.038086
	Iteration 3Q: 3 clusters Score -6300746 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -6301417.500000 Penalty: 5222.038086
	Iteration 4Q: 3 clusters Score -6301418 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -6302245.500000 Penalty: 5222.038086
	Iteration 5Q: 3 clusters Score -6302246 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -6303221.500000 Penalty: 5222.038086
	Iteration 6Q: 3 clusters Score -6303222 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6304424.000000 Penalty: 5222.038086
	Iteration 7F: 3 clusters Score -6304424 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -6305783.000000 Penalty: 5222.038086
	Iteration 8F: 3 clusters Score -6305783 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6307389.000000 Penalty: 5222.038086
	Iteration 9F: 3 clusters Score -6307389 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -6309102.500000 Penalty: 5222.038086
	Iteration 10F: 3 clusters Score -6309102 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6310566.000000 Penalty: 5222.038086
	Iteration 11Q: 3 clusters Score -6310566 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6311562.500000 Penalty: 5222.038086
	Iteration 12Q: 3 clusters Score -6311562 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6312240.500000 Penalty: 5222.038086
	Iteration 13Q: 3 clusters Score -6312240 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6312661.000000 Penalty: 5222.038086
	Iteration 14Q: 3 clusters Score -6312661 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6312895.000000 Penalty: 5222.038086
	Iteration 15Q: 3 clusters Score -6312895 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6313003.500000 Penalty: 5222.038086
	Iteration 16Q: 3 clusters Score -6313004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6313087.000000 Penalty: 5222.038086
	Iteration 17Q: 3 clusters Score -6313087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6313148.500000 Penalty: 5222.038086
	Iteration 18Q: 3 clusters Score -6313148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6313173.500000 Penalty: 5222.038086
	Iteration 19Q: 3 clusters Score -6313174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6313198.000000 Penalty: 5222.038086
	Iteration 20F: 3 clusters Score -6313198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6313216.000000 Penalty: 5222.038086
	Iteration 21Q: 3 clusters Score -6313216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6313231.500000 Penalty: 5222.038086
	Iteration 22Q: 3 clusters Score -6313232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6313222.000000 Penalty: 5222.038086
	Iteration 23Q: 3 clusters Score -6313222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6313249.000000 Penalty: 5222.038086
	Iteration 24Q: 3 clusters Score -6313249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6313269.000000 Penalty: 5222.038086
	Iteration 25Q: 3 clusters Score -6313269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6313263.000000 Penalty: 5222.038086
	Iteration 26Q: 3 clusters Score -6313263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6313255.000000 Penalty: 5222.038086
	Iteration 27Q: 3 clusters Score -6313255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6313268.500000 Penalty: 5222.038086
	Iteration 28Q: 3 clusters Score -6313268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6313272.000000 Penalty: 5222.038086
	Iteration 29Q: 3 clusters Score -6313272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6313272.000000 Penalty: 5222.038086
	Iteration 30Q: 3 clusters Score -6313272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6313270.500000 Penalty: 5222.038086
	Iteration 31Q: 3 clusters Score -6313270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6313271.500000 Penalty: 5222.038086
	Iteration 32Q: 3 clusters Score -6313272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6313271.500000 Penalty: 5222.038086
	Iteration 33F: 3 clusters Score -6313272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Entering Unmasked Estep 
Score: -6563006.500000 Penalty: 2616.026611
	Iteration 0F: 2 clusters Score -6563006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6537603.500000 Penalty: 5232.053223
	Iteration 0F: 3 clusters Score -6537604 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -6547283.000000 Penalty: 5232.053223
	Iteration 1F: 3 clusters Score -6547283 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6547908.500000 Penalty: 5232.053223
	Iteration 2Q: 3 clusters Score -6547908 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6548444.000000 Penalty: 5232.053223
	Iteration 3Q: 3 clusters Score -6548444 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6549002.000000 Penalty: 5232.053223
	Iteration 4Q: 3 clusters Score -6549002 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -6549591.500000 Penalty: 5232.053223
	Iteration 5Q: 3 clusters Score -6549592 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6550355.500000 Penalty: 5232.053223
	Iteration 6Q: 3 clusters Score -6550356 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6551267.500000 Penalty: 5232.053223
	Iteration 7Q: 3 clusters Score -6551268 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -6552315.000000 Penalty: 5232.053223
	Iteration 8Q: 3 clusters Score -6552315 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -6553591.500000 Penalty: 5232.053223
	Iteration 9F: 3 clusters Score -6553592 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -6554834.500000 Penalty: 5232.053223
	Iteration 10Q: 3 clusters Score -6554834 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -6556112.000000 Penalty: 5232.053223
	Iteration 11Q: 3 clusters Score -6556112 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6557256.500000 Penalty: 5232.053223
	Iteration 12Q: 3 clusters Score -6557256 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -6558166.500000 Penalty: 5232.053223
	Iteration 13Q: 3 clusters Score -6558166 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6558965.500000 Penalty: 5232.053223
	Iteration 14Q: 3 clusters Score -6558966 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6559528.000000 Penalty: 5232.053223
	Iteration 15Q: 3 clusters Score -6559528 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -6559969.000000 Penalty: 5232.053223
	Iteration 16Q: 3 clusters Score -6559969 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -6560263.500000 Penalty: 5232.053223
	Iteration 17Q: 3 clusters Score -6560264 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6560462.000000 Penalty: 5232.053223
	Iteration 18Q: 3 clusters Score -6560462 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -6560607.500000 Penalty: 5232.053223
	Iteration 19Q: 3 clusters Score -6560608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6560685.500000 Penalty: 5232.053223
	Iteration 20F: 3 clusters Score -6560686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -6560744.500000 Penalty: 5232.053223
	Iteration 21Q: 3 clusters Score -6560744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -6560789.500000 Penalty: 5232.053223
	Iteration 22Q: 3 clusters Score -6560790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -6560817.500000 Penalty: 5232.053223
	Iteration 23Q: 3 clusters Score -6560818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -6560833.000000 Penalty: 5232.053223
	Iteration 24Q: 3 clusters Score -6560833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -6560836.500000 Penalty: 5232.053223
	Iteration 25Q: 3 clusters Score -6560836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6560852.000000 Penalty: 5232.053223
	Iteration 26Q: 3 clusters Score -6560852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -6560860.500000 Penalty: 5232.053223
	Iteration 27Q: 3 clusters Score -6560860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -6560876.000000 Penalty: 5232.053223
	Iteration 28Q: 3 clusters Score -6560876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -6560878.000000 Penalty: 5232.053223
	Iteration 29Q: 3 clusters Score -6560878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6560902.500000 Penalty: 5232.053223
	Iteration 30Q: 3 clusters Score -6560902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6560908.500000 Penalty: 5232.053223
	Iteration 31Q: 3 clusters Score -6560908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6560912.500000 Penalty: 5232.053223
	Iteration 32Q: 3 clusters Score -6560912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -6560907.500000 Penalty: 5232.053223
	Iteration 33Q: 3 clusters Score -6560908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6560892.500000 Penalty: 5232.053223
	Iteration 34Q: 3 clusters Score -6560892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -6560910.500000 Penalty: 5232.053223
	Iteration 35Q: 3 clusters Score -6560910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6560915.000000 Penalty: 5232.053223
	Iteration 36Q: 3 clusters Score -6560915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -6560910.000000 Penalty: 5232.053223
	Iteration 37Q: 3 clusters Score -6560910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6560908.000000 Penalty: 5232.053223
	Iteration 38Q: 3 clusters Score -6560908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -6560915.500000 Penalty: 5232.053223
	Iteration 39Q: 3 clusters Score -6560916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -6560924.500000 Penalty: 5232.053223
	Iteration 40F: 3 clusters Score -6560924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -6560918.000000 Penalty: 5232.053223
	Iteration 41Q: 3 clusters Score -6560918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -6560905.500000 Penalty: 5232.053223
	Iteration 42Q: 3 clusters Score -6560906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6560906.000000 Penalty: 5232.053223
	Iteration 43Q: 3 clusters Score -6560906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -6560911.500000 Penalty: 5232.053223
	Iteration 44Q: 3 clusters Score -6560912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -6560921.500000 Penalty: 5232.053223
	Iteration 45Q: 3 clusters Score -6560922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6560930.500000 Penalty: 5232.053223
	Iteration 46Q: 3 clusters Score -6560930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6560923.500000 Penalty: 5232.053223
	Iteration 47Q: 3 clusters Score -6560924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6560923.500000 Penalty: 5232.053223
	Iteration 48F: 3 clusters Score -6560924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Entering Unmasked Estep 
Score: -5202800.500000 Penalty: 2548.580322
	Iteration 0F: 2 clusters Score -5202800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5182915.500000 Penalty: 5097.160645
	Iteration 0F: 3 clusters Score -5182916 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5189963.000000 Penalty: 5097.160645
	Iteration 1F: 3 clusters Score -5189963 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5190466.000000 Penalty: 5097.160645
	Iteration 2Q: 3 clusters Score -5190466 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5190876.500000 Penalty: 5097.160645
	Iteration 3Q: 3 clusters Score -5190876 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -5191259.000000 Penalty: 5097.160645
	Iteration 4Q: 3 clusters Score -5191259 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5191724.000000 Penalty: 5097.160645
	Iteration 5Q: 3 clusters Score -5191724 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5192249.500000 Penalty: 5097.160645
	Iteration 6Q: 3 clusters Score -5192250 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5192852.000000 Penalty: 5097.160645
	Iteration 7Q: 3 clusters Score -5192852 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5193627.000000 Penalty: 5097.160645
	Iteration 8Q: 3 clusters Score -5193627 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5194450.500000 Penalty: 5097.160645
	Iteration 9Q: 3 clusters Score -5194450 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -5195365.500000 Penalty: 5097.160645
	Iteration 10Q: 3 clusters Score -5195366 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5196235.500000 Penalty: 5097.160645
	Iteration 11Q: 3 clusters Score -5196236 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5197032.000000 Penalty: 5097.160645
	Iteration 12Q: 3 clusters Score -5197032 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5197706.000000 Penalty: 5097.160645
	Iteration 13Q: 3 clusters Score -5197706 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -5198317.000000 Penalty: 5097.160645
	Iteration 14Q: 3 clusters Score -5198317 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5198879.000000 Penalty: 5097.160645
	Iteration 15Q: 3 clusters Score -5198879 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5199332.500000 Penalty: 5097.160645
	Iteration 16Q: 3 clusters Score -5199332 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5199706.500000 Penalty: 5097.160645
	Iteration 17Q: 3 clusters Score -5199706 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5199997.500000 Penalty: 5097.160645
	Iteration 18Q: 3 clusters Score -5199998 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -5200215.000000 Penalty: 5097.160645
	Iteration 19Q: 3 clusters Score -5200215 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5200389.500000 Penalty: 5097.160645
	Iteration 20F: 3 clusters Score -5200390 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5200518.000000 Penalty: 5097.160645
	Iteration 21Q: 3 clusters Score -5200518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5200592.000000 Penalty: 5097.160645
	Iteration 22Q: 3 clusters Score -5200592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5200629.000000 Penalty: 5097.160645
	Iteration 23Q: 3 clusters Score -5200629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5200671.000000 Penalty: 5097.160645
	Iteration 24Q: 3 clusters Score -5200671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5200703.500000 Penalty: 5097.160645
	Iteration 25Q: 3 clusters Score -5200704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -5200730.000000 Penalty: 5097.160645
	Iteration 26Q: 3 clusters Score -5200730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5200741.500000 Penalty: 5097.160645
	Iteration 27Q: 3 clusters Score -5200742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5200742.500000 Penalty: 5097.160645
	Iteration 28Q: 3 clusters Score -5200742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5200754.000000 Penalty: 5097.160645
	Iteration 29Q: 3 clusters Score -5200754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -5200760.000000 Penalty: 5097.160645
	Iteration 30Q: 3 clusters Score -5200760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5200771.500000 Penalty: 5097.160645
	Iteration 31Q: 3 clusters Score -5200772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5200771.000000 Penalty: 5097.160645
	Iteration 32Q: 3 clusters Score -5200771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -5200771.000000 Penalty: 5097.160645
	Iteration 33Q: 3 clusters Score -5200771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5200781.500000 Penalty: 5097.160645
	Iteration 34Q: 3 clusters Score -5200782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5200782.500000 Penalty: 5097.160645
	Iteration 35Q: 3 clusters Score -5200782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -5200784.500000 Penalty: 5097.160645
	Iteration 36Q: 3 clusters Score -5200784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5200799.000000 Penalty: 5097.160645
	Iteration 37Q: 3 clusters Score -5200799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5200800.500000 Penalty: 5097.160645
	Iteration 38Q: 3 clusters Score -5200800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5200798.000000 Penalty: 5097.160645
	Iteration 39Q: 3 clusters Score -5200798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -5200804.500000 Penalty: 5097.160645
	Iteration 40F: 3 clusters Score -5200804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5200804.000000 Penalty: 5097.160645
	Iteration 41Q: 3 clusters Score -5200804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5200802.500000 Penalty: 5097.160645
	Iteration 42Q: 3 clusters Score -5200802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5200802.000000 Penalty: 5097.160645
	Iteration 43Q: 3 clusters Score -5200802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5200803.500000 Penalty: 5097.160645
	Iteration 44Q: 3 clusters Score -5200804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5200803.500000 Penalty: 5097.160645
	Iteration 45F: 3 clusters Score -5200804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Entering Unmasked Estep 
Score: -6253687.500000 Penalty: 2591.273926
	Iteration 0F: 2 clusters Score -6253688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -6230942.500000 Penalty: 5182.547852
	Iteration 0F: 3 clusters Score -6230942 nChanged 15784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -6239723.000000 Penalty: 5182.547852
	Iteration 1F: 3 clusters Score -6239723 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6240411.000000 Penalty: 5182.547852
	Iteration 2F: 3 clusters Score -6240411 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -6241378.500000 Penalty: 5182.547852
	Iteration 3F: 3 clusters Score -6241378 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -6242716.500000 Penalty: 5182.547852
	Iteration 4F: 3 clusters Score -6242716 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6244698.500000 Penalty: 5182.547852
	Iteration 5F: 3 clusters Score -6244698 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -6247138.000000 Penalty: 5182.547852
	Iteration 6F: 3 clusters Score -6247138 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -6249422.500000 Penalty: 5182.547852
	Iteration 7F: 3 clusters Score -6249422 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6251012.000000 Penalty: 5182.547852
	Iteration 8Q: 3 clusters Score -6251012 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -6251764.000000 Penalty: 5182.547852
	Iteration 9Q: 3 clusters Score -6251764 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6252044.000000 Penalty: 5182.547852
	Iteration 10Q: 3 clusters Score -6252044 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6252180.000000 Penalty: 5182.547852
	Iteration 11Q: 3 clusters Score -6252180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6252269.500000 Penalty: 5182.547852
	Iteration 12Q: 3 clusters Score -6252270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6252321.500000 Penalty: 5182.547852
	Iteration 13Q: 3 clusters Score -6252322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6252352.000000 Penalty: 5182.547852
	Iteration 14Q: 3 clusters Score -6252352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6252373.000000 Penalty: 5182.547852
	Iteration 15Q: 3 clusters Score -6252373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6252389.500000 Penalty: 5182.547852
	Iteration 16Q: 3 clusters Score -6252390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6252402.000000 Penalty: 5182.547852
	Iteration 17Q: 3 clusters Score -6252402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6252422.500000 Penalty: 5182.547852
	Iteration 18Q: 3 clusters Score -6252422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6252423.500000 Penalty: 5182.547852
	Iteration 19Q: 3 clusters Score -6252424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6252421.000000 Penalty: 5182.547852
	Iteration 20F: 3 clusters Score -6252421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6252428.000000 Penalty: 5182.547852
	Iteration 21Q: 3 clusters Score -6252428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6252447.000000 Penalty: 5182.547852
	Iteration 22Q: 3 clusters Score -6252447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6252454.000000 Penalty: 5182.547852
	Iteration 23Q: 3 clusters Score -6252454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6252456.500000 Penalty: 5182.547852
	Iteration 24Q: 3 clusters Score -6252456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -6252447.500000 Penalty: 5182.547852
	Iteration 25Q: 3 clusters Score -6252448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6252461.500000 Penalty: 5182.547852
	Iteration 26Q: 3 clusters Score -6252462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6252452.000000 Penalty: 5182.547852
	Iteration 27Q: 3 clusters Score -6252452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6252463.000000 Penalty: 5182.547852
	Iteration 28Q: 3 clusters Score -6252463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6252459.500000 Penalty: 5182.547852
	Iteration 29Q: 3 clusters Score -6252460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6252461.000000 Penalty: 5182.547852
	Iteration 30Q: 3 clusters Score -6252461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -6252459.500000 Penalty: 5182.547852
	Iteration 31Q: 3 clusters Score -6252460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6252468.000000 Penalty: 5182.547852
	Iteration 32Q: 3 clusters Score -6252468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6252464.500000 Penalty: 5182.547852
	Iteration 33Q: 3 clusters Score -6252464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6252472.000000 Penalty: 5182.547852
	Iteration 34Q: 3 clusters Score -6252472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6252458.000000 Penalty: 5182.547852
	Iteration 35Q: 3 clusters Score -6252458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6252461.000000 Penalty: 5182.547852
	Iteration 36Q: 3 clusters Score -6252461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6252462.000000 Penalty: 5182.547852
	Iteration 37Q: 3 clusters Score -6252462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6252462.000000 Penalty: 5182.547852
	Iteration 38F: 3 clusters Score -6252462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -682433.875000 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -682433.9 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 2147 members 
Entering Unmasked Estep 
Score: -678391.375000 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -678391.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -679851.687500 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -679851.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -680547.812500 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -680547.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -681128.000000 Penalty: 4151.101562
	Iteration 3F: 3 clusters Score -681128 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -681539.937500 Penalty: 4151.101562
	Iteration 4F: 3 clusters Score -681539.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -681832.375000 Penalty: 4151.101562
	Iteration 5F: 3 clusters Score -681832.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -682056.312500 Penalty: 4151.101562
	Iteration 6Q: 3 clusters Score -682056.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -682286.875000 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -682286.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -682452.750000 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -682452.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -682586.187500 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -682586.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -682686.937500 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -682686.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -682780.375000 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -682780.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -682849.437500 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -682849.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -682890.562500 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -682890.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -682920.375000 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -682920.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -682945.062500 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -682945.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -682961.625000 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -682961.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -682985.562500 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -682985.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -683011.437500 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -683011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -683036.250000 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -683036.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -683050.937500 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -683050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -683059.000000 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -683059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -683064.375000 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -683064.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -683070.437500 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -683070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -683076.812500 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -683076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -683077.062500 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -683077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -683077.812500 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -683077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -683078.437500 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -683078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -683078.437500 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -683078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -683082.000000 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -683082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -683084.125000 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -683084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -683084.875000 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -683084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -683086.187500 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -683086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -683087.625000 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -683087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -683088.312500 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -683088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -683091.187500 Penalty: 4151.101562
	Iteration 35Q: 3 clusters Score -683091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -683090.187500 Penalty: 4151.101562
	Iteration 36Q: 3 clusters Score -683090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -683090.187500 Penalty: 4151.101562
	Iteration 37F: 3 clusters Score -683090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 1630 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2682 members 
Entering Unmasked Estep 
Score: -117282576.000000 Penalty: 203298.921875
Splitting cluster 23 changes total score from -117283224.000000 to -117282576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (35494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Entering Unmasked Estep 
Score: -6142985.000000 Penalty: 2598.325439
	Iteration 0F: 2 clusters Score -6142985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6119105.500000 Penalty: 5196.650879
	Iteration 0F: 3 clusters Score -6119106 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6127918.500000 Penalty: 5196.650879
	Iteration 1F: 3 clusters Score -6127918 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6128555.000000 Penalty: 5196.650879
	Iteration 2Q: 3 clusters Score -6128555 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6129208.500000 Penalty: 5196.650879
	Iteration 3Q: 3 clusters Score -6129208 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -6129859.000000 Penalty: 5196.650879
	Iteration 4Q: 3 clusters Score -6129859 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -6130536.500000 Penalty: 5196.650879
	Iteration 5Q: 3 clusters Score -6130536 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -6131131.500000 Penalty: 5196.650879
	Iteration 6Q: 3 clusters Score -6131132 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -6131755.000000 Penalty: 5196.650879
	Iteration 7Q: 3 clusters Score -6131755 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6132296.000000 Penalty: 5196.650879
	Iteration 8Q: 3 clusters Score -6132296 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -6132808.500000 Penalty: 5196.650879
	Iteration 9Q: 3 clusters Score -6132808 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -6133250.000000 Penalty: 5196.650879
	Iteration 10Q: 3 clusters Score -6133250 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -6133708.500000 Penalty: 5196.650879
	Iteration 11Q: 3 clusters Score -6133708 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -6134164.500000 Penalty: 5196.650879
	Iteration 12Q: 3 clusters Score -6134164 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -6134591.000000 Penalty: 5196.650879
	Iteration 13Q: 3 clusters Score -6134591 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -6135013.000000 Penalty: 5196.650879
	Iteration 14Q: 3 clusters Score -6135013 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -6135362.000000 Penalty: 5196.650879
	Iteration 15Q: 3 clusters Score -6135362 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -6135721.500000 Penalty: 5196.650879
	Iteration 16Q: 3 clusters Score -6135722 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -6135990.000000 Penalty: 5196.650879
	Iteration 17Q: 3 clusters Score -6135990 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -6136235.500000 Penalty: 5196.650879
	Iteration 18Q: 3 clusters Score -6136236 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -6136448.500000 Penalty: 5196.650879
	Iteration 19Q: 3 clusters Score -6136448 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -6136646.500000 Penalty: 5196.650879
	Iteration 20F: 3 clusters Score -6136646 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -6136796.000000 Penalty: 5196.650879
	Iteration 21Q: 3 clusters Score -6136796 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -6136971.000000 Penalty: 5196.650879
	Iteration 22Q: 3 clusters Score -6136971 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -6137173.000000 Penalty: 5196.650879
	Iteration 23Q: 3 clusters Score -6137173 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6137332.500000 Penalty: 5196.650879
	Iteration 24Q: 3 clusters Score -6137332 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -6137577.500000 Penalty: 5196.650879
	Iteration 25Q: 3 clusters Score -6137578 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6137810.500000 Penalty: 5196.650879
	Iteration 26Q: 3 clusters Score -6137810 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -6138062.000000 Penalty: 5196.650879
	Iteration 27Q: 3 clusters Score -6138062 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6138362.000000 Penalty: 5196.650879
	Iteration 28Q: 3 clusters Score -6138362 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6138658.500000 Penalty: 5196.650879
	Iteration 29Q: 3 clusters Score -6138658 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -6138980.000000 Penalty: 5196.650879
	Iteration 30Q: 3 clusters Score -6138980 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -6139323.000000 Penalty: 5196.650879
	Iteration 31Q: 3 clusters Score -6139323 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6139620.500000 Penalty: 5196.650879
	Iteration 32Q: 3 clusters Score -6139620 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6139863.000000 Penalty: 5196.650879
	Iteration 33Q: 3 clusters Score -6139863 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6140146.500000 Penalty: 5196.650879
	Iteration 34Q: 3 clusters Score -6140146 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6140368.500000 Penalty: 5196.650879
	Iteration 35Q: 3 clusters Score -6140368 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6140522.000000 Penalty: 5196.650879
	Iteration 36Q: 3 clusters Score -6140522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6140689.500000 Penalty: 5196.650879
	Iteration 37Q: 3 clusters Score -6140690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6140783.500000 Penalty: 5196.650879
	Iteration 38Q: 3 clusters Score -6140784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6140871.000000 Penalty: 5196.650879
	Iteration 39Q: 3 clusters Score -6140871 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6140941.000000 Penalty: 5196.650879
	Iteration 40F: 3 clusters Score -6140941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6141015.000000 Penalty: 5196.650879
	Iteration 41Q: 3 clusters Score -6141015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6141072.500000 Penalty: 5196.650879
	Iteration 42Q: 3 clusters Score -6141072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6141138.000000 Penalty: 5196.650879
	Iteration 43Q: 3 clusters Score -6141138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6141201.000000 Penalty: 5196.650879
	Iteration 44Q: 3 clusters Score -6141201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6141227.000000 Penalty: 5196.650879
	Iteration 45Q: 3 clusters Score -6141227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6141251.500000 Penalty: 5196.650879
	Iteration 46Q: 3 clusters Score -6141252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6141255.500000 Penalty: 5196.650879
	Iteration 47Q: 3 clusters Score -6141256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6141275.500000 Penalty: 5196.650879
	Iteration 48Q: 3 clusters Score -6141276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6141287.500000 Penalty: 5196.650879
	Iteration 49Q: 3 clusters Score -6141288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6141303.000000 Penalty: 5196.650879
	Iteration 50Q: 3 clusters Score -6141303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6141302.500000 Penalty: 5196.650879
	Iteration 51Q: 3 clusters Score -6141302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6141304.000000 Penalty: 5196.650879
	Iteration 52Q: 3 clusters Score -6141304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6141302.000000 Penalty: 5196.650879
	Iteration 53Q: 3 clusters Score -6141302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6141306.000000 Penalty: 5196.650879
	Iteration 54Q: 3 clusters Score -6141306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6141304.500000 Penalty: 5196.650879
	Iteration 55Q: 3 clusters Score -6141304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6141305.000000 Penalty: 5196.650879
	Iteration 56Q: 3 clusters Score -6141305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6141303.500000 Penalty: 5196.650879
	Iteration 57Q: 3 clusters Score -6141304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6141303.500000 Penalty: 5196.650879
	Iteration 58F: 3 clusters Score -6141304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Entering Unmasked Estep 
Score: -5469366.500000 Penalty: 2559.839844
	Iteration 0F: 2 clusters Score -5469366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5448701.500000 Penalty: 5119.679688
	Iteration 0F: 3 clusters Score -5448702 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5456268.500000 Penalty: 5119.679688
	Iteration 1F: 3 clusters Score -5456268 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5456970.000000 Penalty: 5119.679688
	Iteration 2F: 3 clusters Score -5456970 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5457866.500000 Penalty: 5119.679688
	Iteration 3F: 3 clusters Score -5457866 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -5459161.000000 Penalty: 5119.679688
	Iteration 4F: 3 clusters Score -5459161 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5460900.500000 Penalty: 5119.679688
	Iteration 5F: 3 clusters Score -5460900 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5462914.500000 Penalty: 5119.679688
	Iteration 6F: 3 clusters Score -5462914 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5464663.000000 Penalty: 5119.679688
	Iteration 7F: 3 clusters Score -5464663 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5465885.500000 Penalty: 5119.679688
	Iteration 8F: 3 clusters Score -5465886 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5466647.500000 Penalty: 5119.679688
	Iteration 9Q: 3 clusters Score -5466648 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -5467137.000000 Penalty: 5119.679688
	Iteration 10Q: 3 clusters Score -5467137 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5467455.500000 Penalty: 5119.679688
	Iteration 11Q: 3 clusters Score -5467456 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5467714.000000 Penalty: 5119.679688
	Iteration 12Q: 3 clusters Score -5467714 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5467875.500000 Penalty: 5119.679688
	Iteration 13Q: 3 clusters Score -5467876 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5468033.500000 Penalty: 5119.679688
	Iteration 14Q: 3 clusters Score -5468034 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5468169.000000 Penalty: 5119.679688
	Iteration 15Q: 3 clusters Score -5468169 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5468248.000000 Penalty: 5119.679688
	Iteration 16Q: 3 clusters Score -5468248 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5468338.000000 Penalty: 5119.679688
	Iteration 17Q: 3 clusters Score -5468338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5468407.500000 Penalty: 5119.679688
	Iteration 18Q: 3 clusters Score -5468408 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5468452.000000 Penalty: 5119.679688
	Iteration 19Q: 3 clusters Score -5468452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -5468486.000000 Penalty: 5119.679688
	Iteration 20F: 3 clusters Score -5468486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -5468536.500000 Penalty: 5119.679688
	Iteration 21Q: 3 clusters Score -5468536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5468556.500000 Penalty: 5119.679688
	Iteration 22Q: 3 clusters Score -5468556 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5468586.000000 Penalty: 5119.679688
	Iteration 23Q: 3 clusters Score -5468586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5468611.500000 Penalty: 5119.679688
	Iteration 24Q: 3 clusters Score -5468612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -5468616.000000 Penalty: 5119.679688
	Iteration 25Q: 3 clusters Score -5468616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -5468634.500000 Penalty: 5119.679688
	Iteration 26Q: 3 clusters Score -5468634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5468628.000000 Penalty: 5119.679688
	Iteration 27Q: 3 clusters Score -5468628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5468629.000000 Penalty: 5119.679688
	Iteration 28Q: 3 clusters Score -5468629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5468636.500000 Penalty: 5119.679688
	Iteration 29Q: 3 clusters Score -5468636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -5468643.500000 Penalty: 5119.679688
	Iteration 30Q: 3 clusters Score -5468644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5468634.000000 Penalty: 5119.679688
	Iteration 31Q: 3 clusters Score -5468634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -5468636.500000 Penalty: 5119.679688
	Iteration 32Q: 3 clusters Score -5468636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5468648.000000 Penalty: 5119.679688
	Iteration 33Q: 3 clusters Score -5468648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5468649.000000 Penalty: 5119.679688
	Iteration 34Q: 3 clusters Score -5468649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5468644.000000 Penalty: 5119.679688
	Iteration 35Q: 3 clusters Score -5468644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5468637.500000 Penalty: 5119.679688
	Iteration 36Q: 3 clusters Score -5468638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5468641.500000 Penalty: 5119.679688
	Iteration 37Q: 3 clusters Score -5468642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5468649.500000 Penalty: 5119.679688
	Iteration 38Q: 3 clusters Score -5468650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5468657.500000 Penalty: 5119.679688
	Iteration 39Q: 3 clusters Score -5468658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5468651.000000 Penalty: 5119.679688
	Iteration 40F: 3 clusters Score -5468651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5468648.000000 Penalty: 5119.679688
	Iteration 41Q: 3 clusters Score -5468648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5468651.000000 Penalty: 5119.679688
	Iteration 42Q: 3 clusters Score -5468651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -5468653.000000 Penalty: 5119.679688
	Iteration 43Q: 3 clusters Score -5468653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5468659.000000 Penalty: 5119.679688
	Iteration 44Q: 3 clusters Score -5468659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5468665.000000 Penalty: 5119.679688
	Iteration 45Q: 3 clusters Score -5468665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5468669.500000 Penalty: 5119.679688
	Iteration 46Q: 3 clusters Score -5468670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5468669.500000 Penalty: 5119.679688
	Iteration 47Q: 3 clusters Score -5468670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5468664.500000 Penalty: 5119.679688
	Iteration 48Q: 3 clusters Score -5468664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -5468678.500000 Penalty: 5119.679688
	Iteration 49Q: 3 clusters Score -5468678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5468683.000000 Penalty: 5119.679688
	Iteration 50Q: 3 clusters Score -5468683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5468683.000000 Penalty: 5119.679688
	Iteration 51Q: 3 clusters Score -5468683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -5468674.500000 Penalty: 5119.679688
	Iteration 52Q: 3 clusters Score -5468674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5468679.500000 Penalty: 5119.679688
	Iteration 53Q: 3 clusters Score -5468680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -5468681.500000 Penalty: 5119.679688
	Iteration 54Q: 3 clusters Score -5468682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5468683.000000 Penalty: 5119.679688
	Iteration 55Q: 3 clusters Score -5468683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5468683.500000 Penalty: 5119.679688
	Iteration 56Q: 3 clusters Score -5468684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5468681.500000 Penalty: 5119.679688
	Iteration 57Q: 3 clusters Score -5468682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5468685.000000 Penalty: 5119.679688
	Iteration 58Q: 3 clusters Score -5468685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5468682.000000 Penalty: 5119.679688
	Iteration 59Q: 3 clusters Score -5468682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5468679.000000 Penalty: 5119.679688
	Iteration 60F: 3 clusters Score -5468679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5468673.000000 Penalty: 5119.679688
	Iteration 61Q: 3 clusters Score -5468673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5468675.500000 Penalty: 5119.679688
	Iteration 62Q: 3 clusters Score -5468676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5468673.500000 Penalty: 5119.679688
	Iteration 63Q: 3 clusters Score -5468674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5468675.000000 Penalty: 5119.679688
	Iteration 64Q: 3 clusters Score -5468675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5468678.500000 Penalty: 5119.679688
	Iteration 65Q: 3 clusters Score -5468678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5468678.500000 Penalty: 5119.679688
	Iteration 66F: 3 clusters Score -5468678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -532577.125000 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -532577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -529293.687500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -529293.7 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -530048.562500 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -530048.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -530269.750000 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -530269.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -530426.000000 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -530426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -530561.687500 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -530561.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -530689.375000 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -530689.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -530808.937500 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -530808.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -530902.312500 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -530902.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -530985.000000 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -530985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -531056.125000 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -531056.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -531102.625000 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -531102.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -531142.750000 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -531142.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -531192.375000 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -531192.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -531259.437500 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -531259.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -531309.812500 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -531309.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -531354.937500 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -531354.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -531407.937500 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -531407.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -531465.500000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -531465.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -531543.937500 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -531543.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -531642.250000 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -531642.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -531757.937500 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -531757.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -531917.125000 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -531917.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -532092.250000 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -532092.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -532176.437500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -532176.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -532267.750000 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -532267.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -532375.937500 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -532375.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -532444.062500 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -532444.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -532475.312500 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -532475.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -532488.500000 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -532488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -532490.875000 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -532490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -532492.375000 Penalty: 3994.097168
	Iteration 30Q: 3 clusters Score -532492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -532494.062500 Penalty: 3994.097168
	Iteration 31Q: 3 clusters Score -532494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -532495.625000 Penalty: 3994.097168
	Iteration 32Q: 3 clusters Score -532495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -532495.625000 Penalty: 3994.097168
	Iteration 33F: 3 clusters Score -532495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85582.015625 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85582.02 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85807.640625 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85807.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85983.835938 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -85983.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86207.109375 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -86207.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86371.703125 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -86371.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86479.257812 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86479.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86538.437500 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86538.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -86584.585938 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86584.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86619.109375 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86619.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -86628.593750 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86628.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86630.835938 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86630.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86630.835938 Penalty: 3129.719482
	Iteration 11F: 3 clusters Score -86630.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -135107.953125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135108 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -135402.359375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135402.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -135530.750000 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135530.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135607.093750 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -135607.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135646.406250 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -135646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135682.281250 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135715.406250 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135715.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135749.906250 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135798.687500 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135823.125000 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135848.796875 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -135848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135854.093750 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -135854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135858.046875 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -135858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135859.171875 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -135859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135860.156250 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -135860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135860.812500 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -135860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135861.343750 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -135861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135863.984375 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -135864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135878.781250 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -135878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -135890.625000 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -135890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135897.156250 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -135897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135910.156250 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -135910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135918.625000 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -135918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135923.546875 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -135923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135923.546875 Penalty: 3329.023193
	Iteration 24F: 3 clusters Score -135923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -27414.861328 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -27414.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26470.248047 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -26470.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26809.570312 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -26809.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27035.970703 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -27035.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27088.863281 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -27088.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27121.871094 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -27121.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27152.640625 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -27152.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27161.044922 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -27161.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27176.751953 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -27176.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27214.804688 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -27214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27236.689453 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -27236.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27260.160156 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -27260.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27282.117188 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -27282.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27282.117188 Penalty: 2822.418457
	Iteration 12F: 3 clusters Score -27282.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -319170.468750 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -319170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316618.718750 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -316618.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -317212.000000 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -317212 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -317397.312500 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -317397.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -317536.125000 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -317536.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -317644.562500 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -317644.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -317782.812500 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -317782.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -317868.000000 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -317868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -317948.937500 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -317948.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -318023.718750 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -318023.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -318058.437500 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -318058.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -318096.312500 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -318096.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -318144.468750 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -318144.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -318198.062500 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -318198.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -318238.687500 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -318238.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -318259.218750 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -318259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -318276.000000 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -318276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -318286.593750 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -318286.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -318295.156250 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -318295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -318301.437500 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -318301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -318310.875000 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -318310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -318321.312500 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -318321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -318331.156250 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -318331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -318347.781250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -318347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318362.000000 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -318362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -318374.125000 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -318374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -318381.750000 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -318381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -318384.562500 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -318384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -318385.812500 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -318385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -318388.531250 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -318388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -318391.906250 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -318391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -318396.000000 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -318396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -318400.250000 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -318400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -318402.687500 Penalty: 3776.454102
	Iteration 32Q: 3 clusters Score -318402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -318407.937500 Penalty: 3776.454102
	Iteration 33Q: 3 clusters Score -318407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -318407.937500 Penalty: 3776.454102
	Iteration 34F: 3 clusters Score -318407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1746435.500000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1746436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1738732.000000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1738732 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1741082.125000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1741082 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1741425.500000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1741426 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1741681.875000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1741682 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1741935.875000 Penalty: 4572.379395
	Iteration 4Q: 3 clusters Score -1741936 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1742165.625000 Penalty: 4572.379395
	Iteration 5Q: 3 clusters Score -1742166 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1742358.625000 Penalty: 4572.379395
	Iteration 6Q: 3 clusters Score -1742359 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1742545.500000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1742546 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1742736.625000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1742737 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1742939.250000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1742939 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1743142.375000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1743142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1743347.500000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1743348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1743540.625000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1743541 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1743713.125000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1743713 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1743891.875000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1743892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1744054.500000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1744054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1744204.500000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1744204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1744314.125000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1744314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1744380.500000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1744380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1744426.750000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1744427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1744456.625000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1744457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1744488.250000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1744488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1744503.125000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1744503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1744517.000000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1744517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1744524.375000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1744524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1744533.000000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1744533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1744537.000000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1744537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1744548.250000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1744548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1744551.750000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1744552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1744556.000000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1744556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1744557.000000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1744557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1744557.250000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1744557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1744558.875000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1744559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1744559.625000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1744560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1744562.125000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1744562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1744561.000000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1744561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1744562.500000 Penalty: 4572.379395
	Iteration 36Q: 3 clusters Score -1744562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1744563.000000 Penalty: 4572.379395
	Iteration 37Q: 3 clusters Score -1744563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1744566.125000 Penalty: 4572.379395
	Iteration 38Q: 3 clusters Score -1744566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1744565.625000 Penalty: 4572.379395
	Iteration 39Q: 3 clusters Score -1744566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1744564.375000 Penalty: 4572.379395
	Iteration 40F: 3 clusters Score -1744564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1744567.750000 Penalty: 4572.379395
	Iteration 41Q: 3 clusters Score -1744568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1744566.750000 Penalty: 4572.379395
	Iteration 42Q: 3 clusters Score -1744567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1744566.500000 Penalty: 4572.379395
	Iteration 43Q: 3 clusters Score -1744566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1744566.500000 Penalty: 4572.379395
	Iteration 44F: 3 clusters Score -1744566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -601692.437500 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -601692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -598048.625000 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -598048.6 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -599208.687500 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -599208.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -599637.937500 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -599637.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -599878.937500 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -599878.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -600046.500000 Penalty: 4074.777344
	Iteration 4F: 3 clusters Score -600046.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -600178.500000 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -600178.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -600288.312500 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -600288.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -600378.812500 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -600378.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -600442.812500 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -600442.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -600481.937500 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -600481.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -600514.187500 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -600514.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -600552.500000 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -600552.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -600586.500000 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -600586.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -600617.875000 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -600617.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -600644.625000 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -600644.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -600664.937500 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -600664.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -600680.812500 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -600680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -600692.250000 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -600692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -600702.375000 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -600702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -600709.750000 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -600709.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -600719.437500 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -600719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -600732.000000 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -600732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -600747.250000 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -600747.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -600758.625000 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -600758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -600771.500000 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -600771.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -600782.437500 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -600782.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -600797.562500 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -600797.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -600813.937500 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -600813.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -600835.875000 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -600835.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -600862.000000 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -600862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -600884.750000 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -600884.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -600903.750000 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -600903.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -600925.937500 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -600925.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -600951.750000 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -600951.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -600970.812500 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -600970.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -600982.625000 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -600982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -600993.812500 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -600993.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -601009.375000 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -601009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -601018.062500 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -601018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -601023.187500 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -601023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -601034.750000 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -601034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -601039.875000 Penalty: 4074.777344
	Iteration 41Q: 3 clusters Score -601039.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -601044.437500 Penalty: 4074.777344
	Iteration 42Q: 3 clusters Score -601044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -601046.375000 Penalty: 4074.777344
	Iteration 43Q: 3 clusters Score -601046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -601046.937500 Penalty: 4074.777344
	Iteration 44Q: 3 clusters Score -601046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -601047.187500 Penalty: 4074.777344
	Iteration 45Q: 3 clusters Score -601047.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -601047.187500 Penalty: 4074.777344
	Iteration 46F: 3 clusters Score -601047.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -654745.375000 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -654745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -651079.312500 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -651079.3 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -651868.312500 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -651868.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -652054.750000 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -652054.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -652172.250000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -652172.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -652244.875000 Penalty: 4078.786133
	Iteration 4Q: 3 clusters Score -652244.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -652300.812500 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -652300.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -652344.250000 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -652344.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -652392.812500 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -652392.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -652492.437500 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -652492.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -652638.687500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -652638.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -652891.187500 Penalty: 4078.786133
	Iteration 10F: 3 clusters Score -652891.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -653167.000000 Penalty: 4078.786133
	Iteration 11F: 3 clusters Score -653167 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -653394.875000 Penalty: 4078.786133
	Iteration 12F: 3 clusters Score -653394.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -653555.562500 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -653555.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -653692.375000 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -653692.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -653783.562500 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -653783.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -653881.500000 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -653881.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -653942.062500 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -653942.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -653986.937500 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -653986.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -654003.500000 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -654003.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -654017.312500 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -654017.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -654022.937500 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -654022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -654027.437500 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -654027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -654031.875000 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -654031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -654037.500000 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -654037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -654037.562500 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -654037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -654042.750000 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -654042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -654046.062500 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -654046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -654052.125000 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -654052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -654055.812500 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -654055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -654058.187500 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -654058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -654062.000000 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -654062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -654065.375000 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -654065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -654069.375000 Penalty: 4078.786133
	Iteration 33Q: 3 clusters Score -654069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -654077.312500 Penalty: 4078.786133
	Iteration 34Q: 3 clusters Score -654077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -654083.250000 Penalty: 4078.786133
	Iteration 35Q: 3 clusters Score -654083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -654090.750000 Penalty: 4078.786133
	Iteration 36Q: 3 clusters Score -654090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -654093.187500 Penalty: 4078.786133
	Iteration 37Q: 3 clusters Score -654093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -654095.562500 Penalty: 4078.786133
	Iteration 38Q: 3 clusters Score -654095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -654095.562500 Penalty: 4078.786133
	Iteration 39F: 3 clusters Score -654095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Entering Unmasked Estep 
Score: -1388306.250000 Penalty: 2227.893066
	Iteration 0F: 2 clusters Score -1388306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1381900.375000 Penalty: 4455.786133
	Iteration 0F: 3 clusters Score -1381900 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1383636.125000 Penalty: 4455.786133
	Iteration 1F: 3 clusters Score -1383636 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1383928.125000 Penalty: 4455.786133
	Iteration 2F: 3 clusters Score -1383928 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1384159.750000 Penalty: 4455.786133
	Iteration 3F: 3 clusters Score -1384160 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1384381.625000 Penalty: 4455.786133
	Iteration 4Q: 3 clusters Score -1384382 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1384667.000000 Penalty: 4455.786133
	Iteration 5Q: 3 clusters Score -1384667 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1385030.125000 Penalty: 4455.786133
	Iteration 6Q: 3 clusters Score -1385030 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1385382.375000 Penalty: 4455.786133
	Iteration 7F: 3 clusters Score -1385382 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1385800.875000 Penalty: 4455.786133
	Iteration 8F: 3 clusters Score -1385801 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1386387.250000 Penalty: 4455.786133
	Iteration 9F: 3 clusters Score -1386387 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1387018.750000 Penalty: 4455.786133
	Iteration 10F: 3 clusters Score -1387019 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1387503.125000 Penalty: 4455.786133
	Iteration 11F: 3 clusters Score -1387503 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1387763.250000 Penalty: 4455.786133
	Iteration 12Q: 3 clusters Score -1387763 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1387903.000000 Penalty: 4455.786133
	Iteration 13Q: 3 clusters Score -1387903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1387974.125000 Penalty: 4455.786133
	Iteration 14Q: 3 clusters Score -1387974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1388014.875000 Penalty: 4455.786133
	Iteration 15Q: 3 clusters Score -1388015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1388037.625000 Penalty: 4455.786133
	Iteration 16Q: 3 clusters Score -1388038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1388047.000000 Penalty: 4455.786133
	Iteration 17Q: 3 clusters Score -1388047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1388053.000000 Penalty: 4455.786133
	Iteration 18Q: 3 clusters Score -1388053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1388059.875000 Penalty: 4455.786133
	Iteration 19Q: 3 clusters Score -1388060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1388065.250000 Penalty: 4455.786133
	Iteration 20F: 3 clusters Score -1388065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1388066.875000 Penalty: 4455.786133
	Iteration 21Q: 3 clusters Score -1388067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1388070.250000 Penalty: 4455.786133
	Iteration 22Q: 3 clusters Score -1388070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1388076.500000 Penalty: 4455.786133
	Iteration 23Q: 3 clusters Score -1388076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1388074.125000 Penalty: 4455.786133
	Iteration 24Q: 3 clusters Score -1388074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1388074.625000 Penalty: 4455.786133
	Iteration 25Q: 3 clusters Score -1388075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1388074.625000 Penalty: 4455.786133
	Iteration 26F: 3 clusters Score -1388075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Entering Unmasked Estep 
Score: -1711711.750000 Penalty: 2291.663574
	Iteration 0F: 2 clusters Score -1711712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1703851.125000 Penalty: 4583.327148
	Iteration 0F: 3 clusters Score -1703851 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1706274.500000 Penalty: 4583.327148
	Iteration 1F: 3 clusters Score -1706274 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1706703.500000 Penalty: 4583.327148
	Iteration 2F: 3 clusters Score -1706704 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1707072.000000 Penalty: 4583.327148
	Iteration 3F: 3 clusters Score -1707072 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1707439.250000 Penalty: 4583.327148
	Iteration 4F: 3 clusters Score -1707439 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1707756.125000 Penalty: 4583.327148
	Iteration 5F: 3 clusters Score -1707756 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1708053.625000 Penalty: 4583.327148
	Iteration 6Q: 3 clusters Score -1708054 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1708340.875000 Penalty: 4583.327148
	Iteration 7Q: 3 clusters Score -1708341 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1708583.250000 Penalty: 4583.327148
	Iteration 8Q: 3 clusters Score -1708583 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1708747.375000 Penalty: 4583.327148
	Iteration 9Q: 3 clusters Score -1708747 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1708859.625000 Penalty: 4583.327148
	Iteration 10Q: 3 clusters Score -1708860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1708954.125000 Penalty: 4583.327148
	Iteration 11Q: 3 clusters Score -1708954 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1709017.500000 Penalty: 4583.327148
	Iteration 12Q: 3 clusters Score -1709018 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1709076.250000 Penalty: 4583.327148
	Iteration 13Q: 3 clusters Score -1709076 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1709115.250000 Penalty: 4583.327148
	Iteration 14Q: 3 clusters Score -1709115 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1709150.625000 Penalty: 4583.327148
	Iteration 15Q: 3 clusters Score -1709151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1709184.125000 Penalty: 4583.327148
	Iteration 16Q: 3 clusters Score -1709184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1709212.250000 Penalty: 4583.327148
	Iteration 17Q: 3 clusters Score -1709212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1709240.875000 Penalty: 4583.327148
	Iteration 18Q: 3 clusters Score -1709241 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1709270.875000 Penalty: 4583.327148
	Iteration 19Q: 3 clusters Score -1709271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1709298.750000 Penalty: 4583.327148
	Iteration 20F: 3 clusters Score -1709299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1709319.875000 Penalty: 4583.327148
	Iteration 21Q: 3 clusters Score -1709320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1709340.000000 Penalty: 4583.327148
	Iteration 22Q: 3 clusters Score -1709340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1709357.750000 Penalty: 4583.327148
	Iteration 23Q: 3 clusters Score -1709358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1709372.500000 Penalty: 4583.327148
	Iteration 24Q: 3 clusters Score -1709372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1709388.750000 Penalty: 4583.327148
	Iteration 25Q: 3 clusters Score -1709389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1709401.875000 Penalty: 4583.327148
	Iteration 26Q: 3 clusters Score -1709402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1709409.125000 Penalty: 4583.327148
	Iteration 27Q: 3 clusters Score -1709409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1709412.000000 Penalty: 4583.327148
	Iteration 28Q: 3 clusters Score -1709412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1709422.375000 Penalty: 4583.327148
	Iteration 29Q: 3 clusters Score -1709422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1709435.000000 Penalty: 4583.327148
	Iteration 30Q: 3 clusters Score -1709435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1709437.000000 Penalty: 4583.327148
	Iteration 31Q: 3 clusters Score -1709437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1709442.000000 Penalty: 4583.327148
	Iteration 32Q: 3 clusters Score -1709442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1709444.750000 Penalty: 4583.327148
	Iteration 33Q: 3 clusters Score -1709445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1709450.625000 Penalty: 4583.327148
	Iteration 34Q: 3 clusters Score -1709451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1709454.375000 Penalty: 4583.327148
	Iteration 35Q: 3 clusters Score -1709454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1709458.250000 Penalty: 4583.327148
	Iteration 36Q: 3 clusters Score -1709458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1709464.875000 Penalty: 4583.327148
	Iteration 37Q: 3 clusters Score -1709465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1709472.625000 Penalty: 4583.327148
	Iteration 38Q: 3 clusters Score -1709473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1709481.875000 Penalty: 4583.327148
	Iteration 39Q: 3 clusters Score -1709482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1709489.125000 Penalty: 4583.327148
	Iteration 40F: 3 clusters Score -1709489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1709489.375000 Penalty: 4583.327148
	Iteration 41Q: 3 clusters Score -1709489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1709495.500000 Penalty: 4583.327148
	Iteration 42Q: 3 clusters Score -1709496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1709493.750000 Penalty: 4583.327148
	Iteration 43Q: 3 clusters Score -1709494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1709496.875000 Penalty: 4583.327148
	Iteration 44Q: 3 clusters Score -1709497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1709497.500000 Penalty: 4583.327148
	Iteration 45Q: 3 clusters Score -1709498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1709499.375000 Penalty: 4583.327148
	Iteration 46Q: 3 clusters Score -1709499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1709505.000000 Penalty: 4583.327148
	Iteration 47Q: 3 clusters Score -1709505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1709508.750000 Penalty: 4583.327148
	Iteration 48Q: 3 clusters Score -1709509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1709509.125000 Penalty: 4583.327148
	Iteration 49Q: 3 clusters Score -1709509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1709512.625000 Penalty: 4583.327148
	Iteration 50Q: 3 clusters Score -1709513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1709511.750000 Penalty: 4583.327148
	Iteration 51Q: 3 clusters Score -1709512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1709508.375000 Penalty: 4583.327148
	Iteration 52Q: 3 clusters Score -1709508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1709512.500000 Penalty: 4583.327148
	Iteration 53Q: 3 clusters Score -1709512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1709513.875000 Penalty: 4583.327148
	Iteration 54Q: 3 clusters Score -1709514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1709515.125000 Penalty: 4583.327148
	Iteration 55Q: 3 clusters Score -1709515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1709517.875000 Penalty: 4583.327148
	Iteration 56Q: 3 clusters Score -1709518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1709514.750000 Penalty: 4583.327148
	Iteration 57Q: 3 clusters Score -1709515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1709514.875000 Penalty: 4583.327148
	Iteration 58Q: 3 clusters Score -1709515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1709517.500000 Penalty: 4583.327148
	Iteration 59Q: 3 clusters Score -1709518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1709519.500000 Penalty: 4583.327148
	Iteration 60F: 3 clusters Score -1709520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1709516.250000 Penalty: 4583.327148
	Iteration 61Q: 3 clusters Score -1709516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1709517.250000 Penalty: 4583.327148
	Iteration 62Q: 3 clusters Score -1709517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1709518.125000 Penalty: 4583.327148
	Iteration 63Q: 3 clusters Score -1709518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1709518.625000 Penalty: 4583.327148
	Iteration 64Q: 3 clusters Score -1709519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1709518.625000 Penalty: 4583.327148
	Iteration 65F: 3 clusters Score -1709519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131312.859375 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131312.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131646.656250 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131646.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131865.250000 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -131865.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132017.000000 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132102.718750 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -132102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132158.890625 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132158.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132241.500000 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132241.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132373.250000 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132373.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132450.140625 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -132450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132506.468750 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -132506.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -132572.500000 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -132572.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132608.281250 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -132608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132644.093750 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -132644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132695.437500 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -132695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132745.187500 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -132745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -132774.796875 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -132774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132781.125000 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -132781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132790.203125 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -132790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132807.421875 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -132807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132811.250000 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -132811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -132813.015625 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -132813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132817.812500 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -132817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132817.812500 Penalty: 3346.220459
	Iteration 22F: 3 clusters Score -132817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -1247912.500000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -1247912 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 3650 members 
Entering Unmasked Estep 
Score: -1242060.125000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -1242060 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1243651.625000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -1243652 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1243964.500000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -1243964 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1244231.625000 Penalty: 4399.639648
	Iteration 3F: 3 clusters Score -1244232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1244483.125000 Penalty: 4399.639648
	Iteration 4F: 3 clusters Score -1244483 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1244812.750000 Penalty: 4399.639648
	Iteration 5F: 3 clusters Score -1244813 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1245256.500000 Penalty: 4399.639648
	Iteration 6F: 3 clusters Score -1245256 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1245756.375000 Penalty: 4399.639648
	Iteration 7F: 3 clusters Score -1245756 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1246170.000000 Penalty: 4399.639648
	Iteration 8F: 3 clusters Score -1246170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1246469.500000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -1246470 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1246639.375000 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -1246639 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1246731.500000 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -1246732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1246793.250000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -1246793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1246834.875000 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -1246835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1246875.375000 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -1246875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1246888.750000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -1246889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1246898.625000 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -1246899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1246905.000000 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -1246905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1246906.875000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -1246907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1246907.000000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -1246907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1246909.875000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -1246910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1246910.750000 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -1246911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1246913.375000 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -1246913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1246910.625000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -1246911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1246911.500000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -1246912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1246913.125000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -1246913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1246913.125000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -1246913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1246917.250000 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -1246917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1246919.000000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -1246919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1246919.250000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -1246919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1246921.250000 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -1246921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1246924.000000 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -1246924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1246923.250000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -1246923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1246927.500000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -1246928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1246928.625000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -1246929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1246934.000000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -1246934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1246934.000000 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -1246934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1246936.250000 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -1246936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1246935.500000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -1246936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1246936.500000 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -1246936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1246935.375000 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -1246935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1246937.125000 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -1246937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1246943.000000 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -1246943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1246947.125000 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -1246947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1246946.875000 Penalty: 4399.639648
	Iteration 44Q: 3 clusters Score -1246947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1246951.625000 Penalty: 4399.639648
	Iteration 45Q: 3 clusters Score -1246952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1246954.625000 Penalty: 4399.639648
	Iteration 46Q: 3 clusters Score -1246955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1246959.125000 Penalty: 4399.639648
	Iteration 47Q: 3 clusters Score -1246959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1246963.250000 Penalty: 4399.639648
	Iteration 48Q: 3 clusters Score -1246963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1246964.875000 Penalty: 4399.639648
	Iteration 49Q: 3 clusters Score -1246965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1246967.125000 Penalty: 4399.639648
	Iteration 50Q: 3 clusters Score -1246967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1246966.500000 Penalty: 4399.639648
	Iteration 51Q: 3 clusters Score -1246966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1246968.500000 Penalty: 4399.639648
	Iteration 52Q: 3 clusters Score -1246968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1246971.625000 Penalty: 4399.639648
	Iteration 53Q: 3 clusters Score -1246972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1246971.375000 Penalty: 4399.639648
	Iteration 54Q: 3 clusters Score -1246971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1246972.375000 Penalty: 4399.639648
	Iteration 55Q: 3 clusters Score -1246972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1246972.875000 Penalty: 4399.639648
	Iteration 56Q: 3 clusters Score -1246973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1246974.875000 Penalty: 4399.639648
	Iteration 57Q: 3 clusters Score -1246975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1246976.125000 Penalty: 4399.639648
	Iteration 58Q: 3 clusters Score -1246976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1246976.875000 Penalty: 4399.639648
	Iteration 59Q: 3 clusters Score -1246977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1246977.250000 Penalty: 4399.639648
	Iteration 60F: 3 clusters Score -1246977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1246978.250000 Penalty: 4399.639648
	Iteration 61Q: 3 clusters Score -1246978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1246978.250000 Penalty: 4399.639648
	Iteration 62F: 3 clusters Score -1246978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Entering Unmasked Estep 
Score: -6044766.500000 Penalty: 2587.025391
	Iteration 0F: 2 clusters Score -6044766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -6021864.000000 Penalty: 5174.050781
	Iteration 0F: 3 clusters Score -6021864 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -6030989.500000 Penalty: 5174.050781
	Iteration 1F: 3 clusters Score -6030990 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -6032490.500000 Penalty: 5174.050781
	Iteration 2F: 3 clusters Score -6032490 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -6034194.000000 Penalty: 5174.050781
	Iteration 3F: 3 clusters Score -6034194 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -6035729.000000 Penalty: 5174.050781
	Iteration 4F: 3 clusters Score -6035729 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6037009.000000 Penalty: 5174.050781
	Iteration 5F: 3 clusters Score -6037009 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6038076.000000 Penalty: 5174.050781
	Iteration 6F: 3 clusters Score -6038076 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -6038964.000000 Penalty: 5174.050781
	Iteration 7Q: 3 clusters Score -6038964 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -6039722.500000 Penalty: 5174.050781
	Iteration 8Q: 3 clusters Score -6039722 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6040323.500000 Penalty: 5174.050781
	Iteration 9Q: 3 clusters Score -6040324 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -6040780.000000 Penalty: 5174.050781
	Iteration 10Q: 3 clusters Score -6040780 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6041119.000000 Penalty: 5174.050781
	Iteration 11Q: 3 clusters Score -6041119 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -6041344.000000 Penalty: 5174.050781
	Iteration 12Q: 3 clusters Score -6041344 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -6041507.500000 Penalty: 5174.050781
	Iteration 13Q: 3 clusters Score -6041508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6041658.000000 Penalty: 5174.050781
	Iteration 14Q: 3 clusters Score -6041658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -6041740.500000 Penalty: 5174.050781
	Iteration 15Q: 3 clusters Score -6041740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -6041823.000000 Penalty: 5174.050781
	Iteration 16Q: 3 clusters Score -6041823 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -6041905.000000 Penalty: 5174.050781
	Iteration 17Q: 3 clusters Score -6041905 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -6041978.500000 Penalty: 5174.050781
	Iteration 18Q: 3 clusters Score -6041978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -6042017.000000 Penalty: 5174.050781
	Iteration 19Q: 3 clusters Score -6042017 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6042072.500000 Penalty: 5174.050781
	Iteration 20F: 3 clusters Score -6042072 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -6042101.500000 Penalty: 5174.050781
	Iteration 21Q: 3 clusters Score -6042102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -6042158.000000 Penalty: 5174.050781
	Iteration 22Q: 3 clusters Score -6042158 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -6042199.000000 Penalty: 5174.050781
	Iteration 23Q: 3 clusters Score -6042199 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6042231.000000 Penalty: 5174.050781
	Iteration 24Q: 3 clusters Score -6042231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6042287.000000 Penalty: 5174.050781
	Iteration 25Q: 3 clusters Score -6042287 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -6042319.000000 Penalty: 5174.050781
	Iteration 26Q: 3 clusters Score -6042319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6042350.000000 Penalty: 5174.050781
	Iteration 27Q: 3 clusters Score -6042350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -6042380.500000 Penalty: 5174.050781
	Iteration 28Q: 3 clusters Score -6042380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6042398.000000 Penalty: 5174.050781
	Iteration 29Q: 3 clusters Score -6042398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -6042409.000000 Penalty: 5174.050781
	Iteration 30Q: 3 clusters Score -6042409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6042433.500000 Penalty: 5174.050781
	Iteration 31Q: 3 clusters Score -6042434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -6042435.500000 Penalty: 5174.050781
	Iteration 32Q: 3 clusters Score -6042436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6042438.000000 Penalty: 5174.050781
	Iteration 33Q: 3 clusters Score -6042438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -6042449.000000 Penalty: 5174.050781
	Iteration 34Q: 3 clusters Score -6042449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -6042456.000000 Penalty: 5174.050781
	Iteration 35Q: 3 clusters Score -6042456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -6042466.500000 Penalty: 5174.050781
	Iteration 36Q: 3 clusters Score -6042466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6042463.500000 Penalty: 5174.050781
	Iteration 37Q: 3 clusters Score -6042464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6042461.000000 Penalty: 5174.050781
	Iteration 38Q: 3 clusters Score -6042461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -6042452.500000 Penalty: 5174.050781
	Iteration 39Q: 3 clusters Score -6042452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6042463.000000 Penalty: 5174.050781
	Iteration 40F: 3 clusters Score -6042463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -6042473.000000 Penalty: 5174.050781
	Iteration 41Q: 3 clusters Score -6042473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -6042489.500000 Penalty: 5174.050781
	Iteration 42Q: 3 clusters Score -6042490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -6042487.000000 Penalty: 5174.050781
	Iteration 43Q: 3 clusters Score -6042487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6042490.000000 Penalty: 5174.050781
	Iteration 44Q: 3 clusters Score -6042490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6042502.500000 Penalty: 5174.050781
	Iteration 45Q: 3 clusters Score -6042502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -6042498.500000 Penalty: 5174.050781
	Iteration 46Q: 3 clusters Score -6042498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -6042506.000000 Penalty: 5174.050781
	Iteration 47Q: 3 clusters Score -6042506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6042504.000000 Penalty: 5174.050781
	Iteration 48Q: 3 clusters Score -6042504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -6042516.000000 Penalty: 5174.050781
	Iteration 49Q: 3 clusters Score -6042516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -6042522.000000 Penalty: 5174.050781
	Iteration 50Q: 3 clusters Score -6042522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -6042516.000000 Penalty: 5174.050781
	Iteration 51Q: 3 clusters Score -6042516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6042524.500000 Penalty: 5174.050781
	Iteration 52Q: 3 clusters Score -6042524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6042515.500000 Penalty: 5174.050781
	Iteration 53Q: 3 clusters Score -6042516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6042514.500000 Penalty: 5174.050781
	Iteration 54Q: 3 clusters Score -6042514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -6042516.500000 Penalty: 5174.050781
	Iteration 55Q: 3 clusters Score -6042516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -6042518.000000 Penalty: 5174.050781
	Iteration 56Q: 3 clusters Score -6042518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6042519.000000 Penalty: 5174.050781
	Iteration 57Q: 3 clusters Score -6042519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6042519.000000 Penalty: 5174.050781
	Iteration 58F: 3 clusters Score -6042519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -542179.750000 Penalty: 1996.337158
	Iteration 0F: 2 clusters Score -542179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -538890.250000 Penalty: 3992.674316
	Iteration 0F: 3 clusters Score -538890.2 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -539792.625000 Penalty: 3992.674316
	Iteration 1F: 3 clusters Score -539792.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540240.750000 Penalty: 3992.674316
	Iteration 2F: 3 clusters Score -540240.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -540760.625000 Penalty: 3992.674316
	Iteration 3F: 3 clusters Score -540760.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -541174.000000 Penalty: 3992.674316
	Iteration 4F: 3 clusters Score -541174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -541439.625000 Penalty: 3992.674316
	Iteration 5F: 3 clusters Score -541439.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -541601.687500 Penalty: 3992.674316
	Iteration 6Q: 3 clusters Score -541601.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -541719.500000 Penalty: 3992.674316
	Iteration 7Q: 3 clusters Score -541719.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -541797.000000 Penalty: 3992.674316
	Iteration 8Q: 3 clusters Score -541797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -541844.187500 Penalty: 3992.674316
	Iteration 9Q: 3 clusters Score -541844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -541874.812500 Penalty: 3992.674316
	Iteration 10Q: 3 clusters Score -541874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -541891.625000 Penalty: 3992.674316
	Iteration 11Q: 3 clusters Score -541891.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -541903.062500 Penalty: 3992.674316
	Iteration 12Q: 3 clusters Score -541903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -541910.000000 Penalty: 3992.674316
	Iteration 13Q: 3 clusters Score -541910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541914.000000 Penalty: 3992.674316
	Iteration 14Q: 3 clusters Score -541914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541915.625000 Penalty: 3992.674316
	Iteration 15Q: 3 clusters Score -541915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -541916.312500 Penalty: 3992.674316
	Iteration 16Q: 3 clusters Score -541916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -541917.312500 Penalty: 3992.674316
	Iteration 17Q: 3 clusters Score -541917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -541918.312500 Penalty: 3992.674316
	Iteration 18Q: 3 clusters Score -541918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -541919.000000 Penalty: 3992.674316
	Iteration 19Q: 3 clusters Score -541919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -541919.000000 Penalty: 3992.674316
	Iteration 20F: 3 clusters Score -541919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Entering Unmasked Estep 
Score: -5264524.500000 Penalty: 2555.899902
	Iteration 0F: 2 clusters Score -5264524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5244125.500000 Penalty: 5111.799805
	Iteration 0F: 3 clusters Score -5244126 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5251323.500000 Penalty: 5111.799805
	Iteration 1F: 3 clusters Score -5251324 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5251765.000000 Penalty: 5111.799805
	Iteration 2Q: 3 clusters Score -5251765 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -5252185.000000 Penalty: 5111.799805
	Iteration 3Q: 3 clusters Score -5252185 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5252501.500000 Penalty: 5111.799805
	Iteration 4Q: 3 clusters Score -5252502 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5252796.500000 Penalty: 5111.799805
	Iteration 5Q: 3 clusters Score -5252796 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5253099.000000 Penalty: 5111.799805
	Iteration 6Q: 3 clusters Score -5253099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5253388.500000 Penalty: 5111.799805
	Iteration 7Q: 3 clusters Score -5253388 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -5253757.000000 Penalty: 5111.799805
	Iteration 8Q: 3 clusters Score -5253757 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -5254166.500000 Penalty: 5111.799805
	Iteration 9Q: 3 clusters Score -5254166 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5254774.000000 Penalty: 5111.799805
	Iteration 10Q: 3 clusters Score -5254774 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5255496.000000 Penalty: 5111.799805
	Iteration 11Q: 3 clusters Score -5255496 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5256263.000000 Penalty: 5111.799805
	Iteration 12F: 3 clusters Score -5256263 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -5257053.500000 Penalty: 5111.799805
	Iteration 13Q: 3 clusters Score -5257054 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5257919.000000 Penalty: 5111.799805
	Iteration 14Q: 3 clusters Score -5257919 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5258755.000000 Penalty: 5111.799805
	Iteration 15Q: 3 clusters Score -5258755 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5259579.000000 Penalty: 5111.799805
	Iteration 16Q: 3 clusters Score -5259579 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5260393.500000 Penalty: 5111.799805
	Iteration 17Q: 3 clusters Score -5260394 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5261106.000000 Penalty: 5111.799805
	Iteration 18Q: 3 clusters Score -5261106 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5261646.500000 Penalty: 5111.799805
	Iteration 19Q: 3 clusters Score -5261646 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5261968.000000 Penalty: 5111.799805
	Iteration 20F: 3 clusters Score -5261968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5262146.000000 Penalty: 5111.799805
	Iteration 21Q: 3 clusters Score -5262146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5262286.500000 Penalty: 5111.799805
	Iteration 22Q: 3 clusters Score -5262286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5262362.000000 Penalty: 5111.799805
	Iteration 23Q: 3 clusters Score -5262362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5262409.500000 Penalty: 5111.799805
	Iteration 24Q: 3 clusters Score -5262410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5262428.000000 Penalty: 5111.799805
	Iteration 25Q: 3 clusters Score -5262428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5262451.500000 Penalty: 5111.799805
	Iteration 26Q: 3 clusters Score -5262452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5262459.500000 Penalty: 5111.799805
	Iteration 27Q: 3 clusters Score -5262460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5262474.000000 Penalty: 5111.799805
	Iteration 28Q: 3 clusters Score -5262474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5262485.000000 Penalty: 5111.799805
	Iteration 29Q: 3 clusters Score -5262485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5262492.000000 Penalty: 5111.799805
	Iteration 30Q: 3 clusters Score -5262492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5262499.500000 Penalty: 5111.799805
	Iteration 31Q: 3 clusters Score -5262500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5262496.000000 Penalty: 5111.799805
	Iteration 32Q: 3 clusters Score -5262496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5262497.000000 Penalty: 5111.799805
	Iteration 33Q: 3 clusters Score -5262497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5262496.500000 Penalty: 5111.799805
	Iteration 34Q: 3 clusters Score -5262496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5262496.500000 Penalty: 5111.799805
	Iteration 35F: 3 clusters Score -5262496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -949511.562500 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -949511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -944543.125000 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -944543.1 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -945953.750000 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -945953.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -946517.062500 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -946517.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -946904.250000 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -946904.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -947156.375000 Penalty: 4296.773926
	Iteration 4F: 3 clusters Score -947156.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -947367.000000 Penalty: 4296.773926
	Iteration 5Q: 3 clusters Score -947367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -947529.000000 Penalty: 4296.773926
	Iteration 6Q: 3 clusters Score -947529 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -947641.562500 Penalty: 4296.773926
	Iteration 7Q: 3 clusters Score -947641.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -947722.187500 Penalty: 4296.773926
	Iteration 8Q: 3 clusters Score -947722.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -947773.437500 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -947773.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -947810.812500 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -947810.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -947840.187500 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -947840.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -947869.125000 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -947869.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -947903.125000 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -947903.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -947928.062500 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -947928.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -947950.312500 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -947950.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -947968.875000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -947968.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -947986.187500 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -947986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -947996.312500 Penalty: 4296.773926
	Iteration 18Q: 3 clusters Score -947996.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -948005.812500 Penalty: 4296.773926
	Iteration 19Q: 3 clusters Score -948005.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -948013.000000 Penalty: 4296.773926
	Iteration 20F: 3 clusters Score -948013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -948020.125000 Penalty: 4296.773926
	Iteration 21Q: 3 clusters Score -948020.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -948031.125000 Penalty: 4296.773926
	Iteration 22Q: 3 clusters Score -948031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -948044.375000 Penalty: 4296.773926
	Iteration 23Q: 3 clusters Score -948044.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -948050.250000 Penalty: 4296.773926
	Iteration 24Q: 3 clusters Score -948050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -948056.687500 Penalty: 4296.773926
	Iteration 25Q: 3 clusters Score -948056.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -948060.875000 Penalty: 4296.773926
	Iteration 26Q: 3 clusters Score -948060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -948067.625000 Penalty: 4296.773926
	Iteration 27Q: 3 clusters Score -948067.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -948076.937500 Penalty: 4296.773926
	Iteration 28Q: 3 clusters Score -948076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -948084.750000 Penalty: 4296.773926
	Iteration 29Q: 3 clusters Score -948084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -948092.312500 Penalty: 4296.773926
	Iteration 30Q: 3 clusters Score -948092.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -948097.625000 Penalty: 4296.773926
	Iteration 31Q: 3 clusters Score -948097.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -948100.687500 Penalty: 4296.773926
	Iteration 32Q: 3 clusters Score -948100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -948105.125000 Penalty: 4296.773926
	Iteration 33Q: 3 clusters Score -948105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -948106.937500 Penalty: 4296.773926
	Iteration 34Q: 3 clusters Score -948106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -948108.562500 Penalty: 4296.773926
	Iteration 35Q: 3 clusters Score -948108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -948110.750000 Penalty: 4296.773926
	Iteration 36Q: 3 clusters Score -948110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -948111.062500 Penalty: 4296.773926
	Iteration 37Q: 3 clusters Score -948111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -948112.687500 Penalty: 4296.773926
	Iteration 38Q: 3 clusters Score -948112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -948112.750000 Penalty: 4296.773926
	Iteration 39Q: 3 clusters Score -948112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -948115.500000 Penalty: 4296.773926
	Iteration 40F: 3 clusters Score -948115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -948117.187500 Penalty: 4296.773926
	Iteration 41Q: 3 clusters Score -948117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -948118.000000 Penalty: 4296.773926
	Iteration 42Q: 3 clusters Score -948118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -948119.937500 Penalty: 4296.773926
	Iteration 43Q: 3 clusters Score -948119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -948120.500000 Penalty: 4296.773926
	Iteration 44Q: 3 clusters Score -948120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -948119.750000 Penalty: 4296.773926
	Iteration 45Q: 3 clusters Score -948119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -948119.750000 Penalty: 4296.773926
	Iteration 46F: 3 clusters Score -948119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Entering Unmasked Estep 
Score: -1340842.250000 Penalty: 2221.079102
	Iteration 0F: 2 clusters Score -1340842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1334573.250000 Penalty: 4442.158203
	Iteration 0F: 3 clusters Score -1334573 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1336292.250000 Penalty: 4442.158203
	Iteration 1F: 3 clusters Score -1336292 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1336594.000000 Penalty: 4442.158203
	Iteration 2F: 3 clusters Score -1336594 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1336865.625000 Penalty: 4442.158203
	Iteration 3F: 3 clusters Score -1336866 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1337168.250000 Penalty: 4442.158203
	Iteration 4F: 3 clusters Score -1337168 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1337489.875000 Penalty: 4442.158203
	Iteration 5F: 3 clusters Score -1337490 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1337851.125000 Penalty: 4442.158203
	Iteration 6F: 3 clusters Score -1337851 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1338193.125000 Penalty: 4442.158203
	Iteration 7F: 3 clusters Score -1338193 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1338498.875000 Penalty: 4442.158203
	Iteration 8F: 3 clusters Score -1338499 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1338749.375000 Penalty: 4442.158203
	Iteration 9Q: 3 clusters Score -1338749 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1338929.000000 Penalty: 4442.158203
	Iteration 10Q: 3 clusters Score -1338929 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1339068.500000 Penalty: 4442.158203
	Iteration 11Q: 3 clusters Score -1339068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1339169.750000 Penalty: 4442.158203
	Iteration 12Q: 3 clusters Score -1339170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1339241.625000 Penalty: 4442.158203
	Iteration 13Q: 3 clusters Score -1339242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1339298.375000 Penalty: 4442.158203
	Iteration 14Q: 3 clusters Score -1339298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1339354.500000 Penalty: 4442.158203
	Iteration 15Q: 3 clusters Score -1339354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1339406.375000 Penalty: 4442.158203
	Iteration 16Q: 3 clusters Score -1339406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1339452.250000 Penalty: 4442.158203
	Iteration 17Q: 3 clusters Score -1339452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1339484.875000 Penalty: 4442.158203
	Iteration 18Q: 3 clusters Score -1339485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1339510.000000 Penalty: 4442.158203
	Iteration 19Q: 3 clusters Score -1339510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1339541.125000 Penalty: 4442.158203
	Iteration 20F: 3 clusters Score -1339541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1339563.625000 Penalty: 4442.158203
	Iteration 21Q: 3 clusters Score -1339564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1339596.125000 Penalty: 4442.158203
	Iteration 22Q: 3 clusters Score -1339596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1339625.250000 Penalty: 4442.158203
	Iteration 23Q: 3 clusters Score -1339625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1339659.750000 Penalty: 4442.158203
	Iteration 24Q: 3 clusters Score -1339660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1339685.750000 Penalty: 4442.158203
	Iteration 25Q: 3 clusters Score -1339686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1339708.250000 Penalty: 4442.158203
	Iteration 26Q: 3 clusters Score -1339708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1339725.875000 Penalty: 4442.158203
	Iteration 27Q: 3 clusters Score -1339726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1339744.750000 Penalty: 4442.158203
	Iteration 28Q: 3 clusters Score -1339745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1339762.250000 Penalty: 4442.158203
	Iteration 29Q: 3 clusters Score -1339762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1339775.750000 Penalty: 4442.158203
	Iteration 30Q: 3 clusters Score -1339776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1339787.750000 Penalty: 4442.158203
	Iteration 31Q: 3 clusters Score -1339788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1339793.500000 Penalty: 4442.158203
	Iteration 32Q: 3 clusters Score -1339794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1339801.875000 Penalty: 4442.158203
	Iteration 33Q: 3 clusters Score -1339802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1339803.250000 Penalty: 4442.158203
	Iteration 34Q: 3 clusters Score -1339803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1339805.250000 Penalty: 4442.158203
	Iteration 35Q: 3 clusters Score -1339805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1339815.375000 Penalty: 4442.158203
	Iteration 36Q: 3 clusters Score -1339815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1339819.250000 Penalty: 4442.158203
	Iteration 37Q: 3 clusters Score -1339819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1339822.375000 Penalty: 4442.158203
	Iteration 38Q: 3 clusters Score -1339822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1339824.875000 Penalty: 4442.158203
	Iteration 39Q: 3 clusters Score -1339825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1339829.250000 Penalty: 4442.158203
	Iteration 40F: 3 clusters Score -1339829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1339832.875000 Penalty: 4442.158203
	Iteration 41Q: 3 clusters Score -1339833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1339829.750000 Penalty: 4442.158203
	Iteration 42Q: 3 clusters Score -1339830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1339832.875000 Penalty: 4442.158203
	Iteration 43Q: 3 clusters Score -1339833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1339833.000000 Penalty: 4442.158203
	Iteration 44Q: 3 clusters Score -1339833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1339837.125000 Penalty: 4442.158203
	Iteration 45Q: 3 clusters Score -1339837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1339837.000000 Penalty: 4442.158203
	Iteration 46Q: 3 clusters Score -1339837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1339837.000000 Penalty: 4442.158203
	Iteration 47F: 3 clusters Score -1339837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -2445715.500000 Penalty: 2376.038330
	Iteration 0F: 2 clusters Score -2445716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2435141.500000 Penalty: 4752.076660
	Iteration 0F: 3 clusters Score -2435142 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2439209.500000 Penalty: 4752.076660
	Iteration 1F: 3 clusters Score -2439210 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2440732.750000 Penalty: 4752.076660
	Iteration 2F: 3 clusters Score -2440733 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2442460.250000 Penalty: 4752.076660
	Iteration 3F: 3 clusters Score -2442460 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2443827.750000 Penalty: 4752.076660
	Iteration 4F: 3 clusters Score -2443828 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2444523.500000 Penalty: 4752.076660
	Iteration 5F: 3 clusters Score -2444524 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2444788.500000 Penalty: 4752.076660
	Iteration 6Q: 3 clusters Score -2444788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2444912.750000 Penalty: 4752.076660
	Iteration 7Q: 3 clusters Score -2444913 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2444979.750000 Penalty: 4752.076660
	Iteration 8Q: 3 clusters Score -2444980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2445017.750000 Penalty: 4752.076660
	Iteration 9Q: 3 clusters Score -2445018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2445032.250000 Penalty: 4752.076660
	Iteration 10Q: 3 clusters Score -2445032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2445051.250000 Penalty: 4752.076660
	Iteration 11Q: 3 clusters Score -2445051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2445049.000000 Penalty: 4752.076660
	Iteration 12Q: 3 clusters Score -2445049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2445064.500000 Penalty: 4752.076660
	Iteration 13Q: 3 clusters Score -2445064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2445078.250000 Penalty: 4752.076660
	Iteration 14Q: 3 clusters Score -2445078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2445090.000000 Penalty: 4752.076660
	Iteration 15Q: 3 clusters Score -2445090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2445082.750000 Penalty: 4752.076660
	Iteration 16Q: 3 clusters Score -2445083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2445085.500000 Penalty: 4752.076660
	Iteration 17Q: 3 clusters Score -2445086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2445092.250000 Penalty: 4752.076660
	Iteration 18Q: 3 clusters Score -2445092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2445096.500000 Penalty: 4752.076660
	Iteration 19Q: 3 clusters Score -2445096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2445108.000000 Penalty: 4752.076660
	Iteration 20F: 3 clusters Score -2445108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2445105.000000 Penalty: 4752.076660
	Iteration 21Q: 3 clusters Score -2445105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2445102.000000 Penalty: 4752.076660
	Iteration 22Q: 3 clusters Score -2445102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2445108.250000 Penalty: 4752.076660
	Iteration 23Q: 3 clusters Score -2445108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2445109.000000 Penalty: 4752.076660
	Iteration 24Q: 3 clusters Score -2445109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2445115.500000 Penalty: 4752.076660
	Iteration 25Q: 3 clusters Score -2445116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2445115.750000 Penalty: 4752.076660
	Iteration 26Q: 3 clusters Score -2445116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2445116.750000 Penalty: 4752.076660
	Iteration 27Q: 3 clusters Score -2445117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2445119.250000 Penalty: 4752.076660
	Iteration 28Q: 3 clusters Score -2445119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2445117.250000 Penalty: 4752.076660
	Iteration 29Q: 3 clusters Score -2445117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2445126.000000 Penalty: 4752.076660
	Iteration 30Q: 3 clusters Score -2445126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2445130.500000 Penalty: 4752.076660
	Iteration 31Q: 3 clusters Score -2445130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2445129.500000 Penalty: 4752.076660
	Iteration 32Q: 3 clusters Score -2445130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2445132.250000 Penalty: 4752.076660
	Iteration 33Q: 3 clusters Score -2445132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2445128.500000 Penalty: 4752.076660
	Iteration 34Q: 3 clusters Score -2445128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2445126.250000 Penalty: 4752.076660
	Iteration 35Q: 3 clusters Score -2445126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2445132.250000 Penalty: 4752.076660
	Iteration 36Q: 3 clusters Score -2445132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2445128.000000 Penalty: 4752.076660
	Iteration 37Q: 3 clusters Score -2445128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2445126.000000 Penalty: 4752.076660
	Iteration 38Q: 3 clusters Score -2445126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2445134.250000 Penalty: 4752.076660
	Iteration 39Q: 3 clusters Score -2445134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2445131.500000 Penalty: 4752.076660
	Iteration 40F: 3 clusters Score -2445132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2445138.000000 Penalty: 4752.076660
	Iteration 41Q: 3 clusters Score -2445138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2445140.250000 Penalty: 4752.076660
	Iteration 42Q: 3 clusters Score -2445140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2445145.000000 Penalty: 4752.076660
	Iteration 43Q: 3 clusters Score -2445145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2445156.250000 Penalty: 4752.076660
	Iteration 44Q: 3 clusters Score -2445156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2445158.250000 Penalty: 4752.076660
	Iteration 45Q: 3 clusters Score -2445158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2445155.250000 Penalty: 4752.076660
	Iteration 46Q: 3 clusters Score -2445155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2445169.250000 Penalty: 4752.076660
	Iteration 47Q: 3 clusters Score -2445169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2445172.750000 Penalty: 4752.076660
	Iteration 48Q: 3 clusters Score -2445173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2445176.500000 Penalty: 4752.076660
	Iteration 49Q: 3 clusters Score -2445176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2445175.000000 Penalty: 4752.076660
	Iteration 50Q: 3 clusters Score -2445175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2445186.250000 Penalty: 4752.076660
	Iteration 51Q: 3 clusters Score -2445186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2445186.250000 Penalty: 4752.076660
	Iteration 52Q: 3 clusters Score -2445186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2445183.250000 Penalty: 4752.076660
	Iteration 53Q: 3 clusters Score -2445183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2445178.500000 Penalty: 4752.076660
	Iteration 54Q: 3 clusters Score -2445178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2445181.750000 Penalty: 4752.076660
	Iteration 55Q: 3 clusters Score -2445182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2445180.500000 Penalty: 4752.076660
	Iteration 56Q: 3 clusters Score -2445180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2445183.000000 Penalty: 4752.076660
	Iteration 57Q: 3 clusters Score -2445183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2445183.250000 Penalty: 4752.076660
	Iteration 58Q: 3 clusters Score -2445183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2445186.500000 Penalty: 4752.076660
	Iteration 59Q: 3 clusters Score -2445186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2445187.750000 Penalty: 4752.076660
	Iteration 60F: 3 clusters Score -2445188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2445188.000000 Penalty: 4752.076660
	Iteration 61Q: 3 clusters Score -2445188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2445188.000000 Penalty: 4752.076660
	Iteration 62Q: 3 clusters Score -2445188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2445191.000000 Penalty: 4752.076660
	Iteration 63Q: 3 clusters Score -2445191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2445190.250000 Penalty: 4752.076660
	Iteration 64Q: 3 clusters Score -2445190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2445189.500000 Penalty: 4752.076660
	Iteration 65Q: 3 clusters Score -2445190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2445189.500000 Penalty: 4752.076660
	Iteration 66Q: 3 clusters Score -2445190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2445189.000000 Penalty: 4752.076660
	Iteration 67Q: 3 clusters Score -2445189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2445189.000000 Penalty: 4752.076660
	Iteration 68Q: 3 clusters Score -2445189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2445192.000000 Penalty: 4752.076660
	Iteration 69Q: 3 clusters Score -2445192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2445189.750000 Penalty: 4752.076660
	Iteration 70Q: 3 clusters Score -2445190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2445191.000000 Penalty: 4752.076660
	Iteration 71Q: 3 clusters Score -2445191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2445191.000000 Penalty: 4752.076660
	Iteration 72F: 3 clusters Score -2445191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -718681.625000 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -718681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -714422.437500 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -714422.4 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -715837.437500 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -715837.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -716548.875000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -716548.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -717047.562500 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -717047.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -717393.062500 Penalty: 4176.548828
	Iteration 4F: 3 clusters Score -717393.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -717602.312500 Penalty: 4176.548828
	Iteration 5F: 3 clusters Score -717602.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -717729.875000 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -717729.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -717824.625000 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -717824.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -717900.500000 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -717900.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -717972.437500 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -717972.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -718037.250000 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -718037.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -718077.375000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -718077.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -718108.500000 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -718108.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -718127.250000 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -718127.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -718145.187500 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -718145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -718157.437500 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -718157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -718179.312500 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -718179.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -718198.937500 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -718198.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -718219.250000 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -718219.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -718245.250000 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -718245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -718269.812500 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -718269.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -718288.375000 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -718288.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -718302.750000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -718302.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -718315.500000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -718315.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -718324.500000 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -718324.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -718330.500000 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -718330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -718334.062500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -718334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -718337.000000 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -718337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -718345.437500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -718345.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -718347.437500 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -718347.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -718354.625000 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -718354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -718360.000000 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -718360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -718365.312500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -718365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -718367.125000 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -718367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -718371.875000 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -718371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -718376.437500 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -718376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -718378.250000 Penalty: 4176.548828
	Iteration 36Q: 3 clusters Score -718378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -718380.375000 Penalty: 4176.548828
	Iteration 37Q: 3 clusters Score -718380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -718380.625000 Penalty: 4176.548828
	Iteration 38Q: 3 clusters Score -718380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -718384.000000 Penalty: 4176.548828
	Iteration 39Q: 3 clusters Score -718384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -718386.000000 Penalty: 4176.548828
	Iteration 40F: 3 clusters Score -718386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -718388.250000 Penalty: 4176.548828
	Iteration 41Q: 3 clusters Score -718388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -718393.250000 Penalty: 4176.548828
	Iteration 42Q: 3 clusters Score -718393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -718397.312500 Penalty: 4176.548828
	Iteration 43Q: 3 clusters Score -718397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -718400.937500 Penalty: 4176.548828
	Iteration 44Q: 3 clusters Score -718400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -718405.312500 Penalty: 4176.548828
	Iteration 45Q: 3 clusters Score -718405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -718407.625000 Penalty: 4176.548828
	Iteration 46Q: 3 clusters Score -718407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -718407.625000 Penalty: 4176.548828
	Iteration 47Q: 3 clusters Score -718407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -718408.562500 Penalty: 4176.548828
	Iteration 48Q: 3 clusters Score -718408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -718411.812500 Penalty: 4176.548828
	Iteration 49Q: 3 clusters Score -718411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -718412.875000 Penalty: 4176.548828
	Iteration 50Q: 3 clusters Score -718412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -718415.000000 Penalty: 4176.548828
	Iteration 51Q: 3 clusters Score -718415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -718417.125000 Penalty: 4176.548828
	Iteration 52Q: 3 clusters Score -718417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -718418.562500 Penalty: 4176.548828
	Iteration 53Q: 3 clusters Score -718418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -718421.375000 Penalty: 4176.548828
	Iteration 54Q: 3 clusters Score -718421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -718424.375000 Penalty: 4176.548828
	Iteration 55Q: 3 clusters Score -718424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -718425.000000 Penalty: 4176.548828
	Iteration 56Q: 3 clusters Score -718425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -718424.375000 Penalty: 4176.548828
	Iteration 57Q: 3 clusters Score -718424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -718426.312500 Penalty: 4176.548828
	Iteration 58Q: 3 clusters Score -718426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -718426.312500 Penalty: 4176.548828
	Iteration 59F: 3 clusters Score -718426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -41098.472656 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -41098.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39859.652344 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39859.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40078.746094 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -40078.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40199.656250 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -40199.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -40265.640625 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -40265.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40351.433594 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40351.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40406.386719 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40406.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -40406.386719 Penalty: 2843.737305
	Iteration 6F: 3 clusters Score -40406.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28446.056641 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28446.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27279.873047 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27279.87 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27856.076172 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27856.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28222.173828 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -28222.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28498.111328 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -28498.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28651.193359 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -28651.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28817.990234 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -28817.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28891.833984 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28891.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28931.072266 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28931.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28976.791016 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -28976.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29018.941406 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -29018.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29094.320312 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -29094.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29116.492188 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -29116.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29116.492188 Penalty: 2923.623779
	Iteration 12F: 3 clusters Score -29116.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 181 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 182 members 
Entering Unmasked Estep 
Score: -117282016.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117283224.000000 to -117282016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1447411.750000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1447412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1440836.000000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1440836 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1442631.500000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1442632 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1443050.375000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1443050 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1443407.750000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1443408 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1443780.875000 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -1443781 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1444238.125000 Penalty: 4473.573242
	Iteration 5F: 3 clusters Score -1444238 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1444825.125000 Penalty: 4473.573242
	Iteration 6F: 3 clusters Score -1444825 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1445412.375000 Penalty: 4473.573242
	Iteration 7F: 3 clusters Score -1445412 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1445870.875000 Penalty: 4473.573242
	Iteration 8F: 3 clusters Score -1445871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1446186.250000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1446186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1446435.125000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1446435 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1446629.375000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1446629 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1446778.500000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1446778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1446889.750000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1446890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1446956.500000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1446956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1446999.625000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1447000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1447027.000000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1447027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1447048.000000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1447048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1447074.625000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1447075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1447086.875000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1447087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1447095.125000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1447095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1447103.375000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1447103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1447104.750000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1447105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1447104.750000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1447105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1447105.375000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1447105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1447108.375000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1447108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1447116.500000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1447116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1447118.750000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1447119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1447121.875000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1447122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1447127.250000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1447127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1447126.125000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1447126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1447126.500000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1447126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1447126.250000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1447126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1447128.125000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1447128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1447130.000000 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1447130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1447129.875000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -1447130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1447130.375000 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -1447130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1447129.125000 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -1447129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1447130.125000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -1447130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1447130.000000 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -1447130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1447130.125000 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -1447130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Entering Unmasked Estep 
Score: -7025041.500000 Penalty: 2625.278564
	Iteration 0F: 2 clusters Score -7025042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7000135.500000 Penalty: 5250.557129
	Iteration 0F: 3 clusters Score -7000136 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -7010182.500000 Penalty: 5250.557129
	Iteration 1F: 3 clusters Score -7010182 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -7010791.000000 Penalty: 5250.557129
	Iteration 2Q: 3 clusters Score -7010791 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -7011370.000000 Penalty: 5250.557129
	Iteration 3Q: 3 clusters Score -7011370 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7012055.500000 Penalty: 5250.557129
	Iteration 4Q: 3 clusters Score -7012056 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -7012994.000000 Penalty: 5250.557129
	Iteration 5Q: 3 clusters Score -7012994 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -7014295.000000 Penalty: 5250.557129
	Iteration 6F: 3 clusters Score -7014295 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -7015941.500000 Penalty: 5250.557129
	Iteration 7F: 3 clusters Score -7015942 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7017882.500000 Penalty: 5250.557129
	Iteration 8F: 3 clusters Score -7017882 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -7019724.500000 Penalty: 5250.557129
	Iteration 9F: 3 clusters Score -7019724 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7021009.500000 Penalty: 5250.557129
	Iteration 10F: 3 clusters Score -7021010 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7021793.000000 Penalty: 5250.557129
	Iteration 11Q: 3 clusters Score -7021793 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7022318.000000 Penalty: 5250.557129
	Iteration 12Q: 3 clusters Score -7022318 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7022609.500000 Penalty: 5250.557129
	Iteration 13Q: 3 clusters Score -7022610 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7022835.000000 Penalty: 5250.557129
	Iteration 14Q: 3 clusters Score -7022835 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7022942.500000 Penalty: 5250.557129
	Iteration 15Q: 3 clusters Score -7022942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7023014.500000 Penalty: 5250.557129
	Iteration 16Q: 3 clusters Score -7023014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7023078.500000 Penalty: 5250.557129
	Iteration 17Q: 3 clusters Score -7023078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7023113.000000 Penalty: 5250.557129
	Iteration 18Q: 3 clusters Score -7023113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7023132.500000 Penalty: 5250.557129
	Iteration 19Q: 3 clusters Score -7023132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7023130.000000 Penalty: 5250.557129
	Iteration 20F: 3 clusters Score -7023130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7023148.000000 Penalty: 5250.557129
	Iteration 21Q: 3 clusters Score -7023148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7023157.500000 Penalty: 5250.557129
	Iteration 22Q: 3 clusters Score -7023158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7023159.000000 Penalty: 5250.557129
	Iteration 23Q: 3 clusters Score -7023159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7023154.500000 Penalty: 5250.557129
	Iteration 24Q: 3 clusters Score -7023154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7023156.500000 Penalty: 5250.557129
	Iteration 25Q: 3 clusters Score -7023156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7023160.500000 Penalty: 5250.557129
	Iteration 26Q: 3 clusters Score -7023160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7023175.000000 Penalty: 5250.557129
	Iteration 27Q: 3 clusters Score -7023175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7023178.500000 Penalty: 5250.557129
	Iteration 28Q: 3 clusters Score -7023178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7023173.500000 Penalty: 5250.557129
	Iteration 29Q: 3 clusters Score -7023174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7023176.500000 Penalty: 5250.557129
	Iteration 30Q: 3 clusters Score -7023176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7023176.500000 Penalty: 5250.557129
	Iteration 31F: 3 clusters Score -7023176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Entering Unmasked Estep 
Score: -6430985.500000 Penalty: 2597.639648
	Iteration 0F: 2 clusters Score -6430986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -6407710.000000 Penalty: 5195.279297
	Iteration 0F: 3 clusters Score -6407710 nChanged 16155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -6416289.000000 Penalty: 5195.279297
	Iteration 1F: 3 clusters Score -6416289 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -6416769.500000 Penalty: 5195.279297
	Iteration 2Q: 3 clusters Score -6416770 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6417272.000000 Penalty: 5195.279297
	Iteration 3Q: 3 clusters Score -6417272 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -6417748.500000 Penalty: 5195.279297
	Iteration 4Q: 3 clusters Score -6417748 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -6418375.500000 Penalty: 5195.279297
	Iteration 5Q: 3 clusters Score -6418376 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -6419291.500000 Penalty: 5195.279297
	Iteration 6F: 3 clusters Score -6419292 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6420663.000000 Penalty: 5195.279297
	Iteration 7F: 3 clusters Score -6420663 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6422619.000000 Penalty: 5195.279297
	Iteration 8F: 3 clusters Score -6422619 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -6424854.000000 Penalty: 5195.279297
	Iteration 9F: 3 clusters Score -6424854 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6426770.000000 Penalty: 5195.279297
	Iteration 10F: 3 clusters Score -6426770 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6427877.500000 Penalty: 5195.279297
	Iteration 11Q: 3 clusters Score -6427878 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6428362.500000 Penalty: 5195.279297
	Iteration 12Q: 3 clusters Score -6428362 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6428578.000000 Penalty: 5195.279297
	Iteration 13Q: 3 clusters Score -6428578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6428702.500000 Penalty: 5195.279297
	Iteration 14Q: 3 clusters Score -6428702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6428738.500000 Penalty: 5195.279297
	Iteration 15Q: 3 clusters Score -6428738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6428748.000000 Penalty: 5195.279297
	Iteration 16Q: 3 clusters Score -6428748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6428759.500000 Penalty: 5195.279297
	Iteration 17Q: 3 clusters Score -6428760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6428770.000000 Penalty: 5195.279297
	Iteration 18Q: 3 clusters Score -6428770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6428781.000000 Penalty: 5195.279297
	Iteration 19Q: 3 clusters Score -6428781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6428784.500000 Penalty: 5195.279297
	Iteration 20F: 3 clusters Score -6428784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6428781.000000 Penalty: 5195.279297
	Iteration 21Q: 3 clusters Score -6428781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6428781.000000 Penalty: 5195.279297
	Iteration 22F: 3 clusters Score -6428781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -343965.687500 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -343965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -341285.093750 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -341285.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -341914.781250 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -341914.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -342156.843750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -342156.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342292.250000 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -342292.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342396.718750 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -342396.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342485.468750 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -342485.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342554.250000 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -342554.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342619.656250 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -342619.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342682.750000 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -342682.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342741.875000 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -342741.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342796.656250 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -342796.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342849.437500 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -342849.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -342887.843750 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -342887.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -342936.718750 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -342936.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -342999.687500 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -342999.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -343068.500000 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -343068.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -343157.187500 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -343157.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -343221.781250 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -343221.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -343274.468750 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -343274.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -343319.406250 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -343319.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -343357.593750 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -343357.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -343395.718750 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -343395.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -343453.843750 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -343453.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -343553.031250 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -343553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -343622.937500 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -343622.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343686.531250 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -343686.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -343734.343750 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -343734.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -343770.812500 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -343770.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343792.031250 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -343792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -343801.062500 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -343801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343802.843750 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -343802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -343803.406250 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -343803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343804.187500 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -343804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343804.187500 Penalty: 3815.514648
	Iteration 33F: 3 clusters Score -343804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -995418.000000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -995418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -990322.750000 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -990322.8 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -992033.500000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -992033.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -992870.500000 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -992870.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -993687.437500 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -993687.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -994326.000000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -994326 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -994706.250000 Penalty: 4310.475098
	Iteration 5F: 3 clusters Score -994706.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -994889.062500 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -994889.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -994971.125000 Penalty: 4310.475098
	Iteration 7Q: 3 clusters Score -994971.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -995016.312500 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -995016.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -995042.437500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -995042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -995050.875000 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -995050.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -995061.500000 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -995061.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -995064.500000 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -995064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -995067.125000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -995067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -995075.250000 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -995075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -995075.687500 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -995075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -995078.437500 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -995078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -995081.625000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -995081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -995086.000000 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -995086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -995089.312500 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -995089.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -995094.375000 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -995094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -995098.250000 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -995098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -995100.562500 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -995100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -995101.812500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -995101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -995103.687500 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -995103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -995104.750000 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -995104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -995105.437500 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -995105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -995105.437500 Penalty: 4310.475098
	Iteration 27F: 3 clusters Score -995105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75805.109375 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75805.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75963.218750 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -75963.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76047.054688 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -76047.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76093.351562 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76093.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76112.296875 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76117.437500 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76117.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76127.429688 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76127.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76134.554688 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76134.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76140.062500 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76140.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76145.234375 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -76145.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76155.523438 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -76155.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76156.328125 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -76156.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76156.328125 Penalty: 3076.457764
	Iteration 12F: 3 clusters Score -76156.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -182420.562500 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -182420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -180414.812500 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -180414.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180752.437500 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -180752.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -180887.406250 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -180887.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -180957.203125 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -180957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -181008.828125 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -181008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181046.281250 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -181046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -181066.656250 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -181066.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -181089.484375 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -181089.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181116.125000 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -181116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181139.859375 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -181139.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181156.906250 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -181156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -181173.015625 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -181173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -181192.500000 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -181192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181219.531250 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -181219.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -181262.234375 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -181262.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -181300.171875 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -181300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181322.265625 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -181322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -181348.312500 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -181348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -181354.734375 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -181354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -181365.125000 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -181365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -181376.093750 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -181376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -181380.750000 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -181380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -181380.750000 Penalty: 3485.107666
	Iteration 22F: 3 clusters Score -181380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15094.103516 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15094.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15353.541016 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15353.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15496.720703 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15496.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15565.609375 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15565.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15621.361328 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15621.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15669.086914 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15669.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15722.865234 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -15722.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15827.749023 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -15827.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15905.799805 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -15905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15984.445312 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -15984.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15998.776367 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -15998.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16005.109375 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -16005.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16006.329102 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -16006.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16006.329102 Penalty: 2842.129395
	Iteration 13F: 3 clusters Score -16006.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -104809.500000 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -104809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103190.460938 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -103190.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103464.859375 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -103464.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103589.601562 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -103589.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103716.585938 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -103716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103783.523438 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -103783.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103825.164062 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -103825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103870.453125 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -103870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103904.820312 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -103904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103917.976562 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -103918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103922.906250 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -103922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103928.062500 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -103928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103931.914062 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -103931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103935.843750 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -103935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103935.843750 Penalty: 3263.996826
	Iteration 13F: 3 clusters Score -103935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Entering Unmasked Estep 
Score: -2541620.000000 Penalty: 2384.372314
	Iteration 0F: 2 clusters Score -2541620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2530720.500000 Penalty: 4768.744629
	Iteration 0F: 3 clusters Score -2530720 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2534296.500000 Penalty: 4768.744629
	Iteration 1F: 3 clusters Score -2534296 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2534698.000000 Penalty: 4768.744629
	Iteration 2F: 3 clusters Score -2534698 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2534977.750000 Penalty: 4768.744629
	Iteration 3F: 3 clusters Score -2534978 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2535179.000000 Penalty: 4768.744629
	Iteration 4Q: 3 clusters Score -2535179 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2535335.750000 Penalty: 4768.744629
	Iteration 5Q: 3 clusters Score -2535336 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2535491.250000 Penalty: 4768.744629
	Iteration 6Q: 3 clusters Score -2535491 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2535627.000000 Penalty: 4768.744629
	Iteration 7Q: 3 clusters Score -2535627 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2535769.500000 Penalty: 4768.744629
	Iteration 8Q: 3 clusters Score -2535770 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2535927.750000 Penalty: 4768.744629
	Iteration 9Q: 3 clusters Score -2535928 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2536071.500000 Penalty: 4768.744629
	Iteration 10Q: 3 clusters Score -2536072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2536214.000000 Penalty: 4768.744629
	Iteration 11Q: 3 clusters Score -2536214 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2536343.250000 Penalty: 4768.744629
	Iteration 12Q: 3 clusters Score -2536343 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2536526.500000 Penalty: 4768.744629
	Iteration 13Q: 3 clusters Score -2536526 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2536748.250000 Penalty: 4768.744629
	Iteration 14Q: 3 clusters Score -2536748 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2536961.750000 Penalty: 4768.744629
	Iteration 15Q: 3 clusters Score -2536962 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2537205.750000 Penalty: 4768.744629
	Iteration 16Q: 3 clusters Score -2537206 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2537500.500000 Penalty: 4768.744629
	Iteration 17Q: 3 clusters Score -2537500 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2537795.750000 Penalty: 4768.744629
	Iteration 18Q: 3 clusters Score -2537796 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2538097.750000 Penalty: 4768.744629
	Iteration 19Q: 3 clusters Score -2538098 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2538390.000000 Penalty: 4768.744629
	Iteration 20F: 3 clusters Score -2538390 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2538653.000000 Penalty: 4768.744629
	Iteration 21Q: 3 clusters Score -2538653 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2538851.750000 Penalty: 4768.744629
	Iteration 22Q: 3 clusters Score -2538852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2539021.000000 Penalty: 4768.744629
	Iteration 23Q: 3 clusters Score -2539021 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2539157.500000 Penalty: 4768.744629
	Iteration 24Q: 3 clusters Score -2539158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2539241.250000 Penalty: 4768.744629
	Iteration 25Q: 3 clusters Score -2539241 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2539297.000000 Penalty: 4768.744629
	Iteration 26Q: 3 clusters Score -2539297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2539342.500000 Penalty: 4768.744629
	Iteration 27Q: 3 clusters Score -2539342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2539388.250000 Penalty: 4768.744629
	Iteration 28Q: 3 clusters Score -2539388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2539419.500000 Penalty: 4768.744629
	Iteration 29Q: 3 clusters Score -2539420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2539469.750000 Penalty: 4768.744629
	Iteration 30Q: 3 clusters Score -2539470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2539512.000000 Penalty: 4768.744629
	Iteration 31Q: 3 clusters Score -2539512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2539541.500000 Penalty: 4768.744629
	Iteration 32Q: 3 clusters Score -2539542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2539568.500000 Penalty: 4768.744629
	Iteration 33Q: 3 clusters Score -2539568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2539593.000000 Penalty: 4768.744629
	Iteration 34Q: 3 clusters Score -2539593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2539609.500000 Penalty: 4768.744629
	Iteration 35Q: 3 clusters Score -2539610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2539612.750000 Penalty: 4768.744629
	Iteration 36Q: 3 clusters Score -2539613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2539618.750000 Penalty: 4768.744629
	Iteration 37Q: 3 clusters Score -2539619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2539618.500000 Penalty: 4768.744629
	Iteration 38Q: 3 clusters Score -2539618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2539622.500000 Penalty: 4768.744629
	Iteration 39Q: 3 clusters Score -2539622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2539626.000000 Penalty: 4768.744629
	Iteration 40F: 3 clusters Score -2539626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2539627.250000 Penalty: 4768.744629
	Iteration 41Q: 3 clusters Score -2539627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2539628.000000 Penalty: 4768.744629
	Iteration 42Q: 3 clusters Score -2539628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2539630.250000 Penalty: 4768.744629
	Iteration 43Q: 3 clusters Score -2539630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2539630.250000 Penalty: 4768.744629
	Iteration 44F: 3 clusters Score -2539630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -583584.437500 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -583584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -580071.437500 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -580071.4 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -580925.812500 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -580925.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -581143.250000 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -581143.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -581319.875000 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -581319.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -581525.312500 Penalty: 4041.629150
	Iteration 4F: 3 clusters Score -581525.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -581692.750000 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -581692.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -581867.437500 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -581867.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -582002.000000 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -582002 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -582096.125000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -582096.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -582166.562500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -582166.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -582216.812500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -582216.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -582258.375000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -582258.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -582305.125000 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -582305.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -582345.125000 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -582345.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -582372.437500 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -582372.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -582389.625000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -582389.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -582399.437500 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -582399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -582408.750000 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -582408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -582417.875000 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -582417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -582425.375000 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -582425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -582429.937500 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -582429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -582435.312500 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -582435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -582439.375000 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -582439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -582441.937500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -582441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -582441.937500 Penalty: 4041.629150
	Iteration 24F: 3 clusters Score -582441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -2296491.750000 Penalty: 2348.370850
	Iteration 0F: 2 clusters Score -2296492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2287037.000000 Penalty: 4696.741699
	Iteration 0F: 3 clusters Score -2287037 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2290015.000000 Penalty: 4696.741699
	Iteration 1F: 3 clusters Score -2290015 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2290483.750000 Penalty: 4696.741699
	Iteration 2F: 3 clusters Score -2290484 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2290994.000000 Penalty: 4696.741699
	Iteration 3F: 3 clusters Score -2290994 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2291804.000000 Penalty: 4696.741699
	Iteration 4F: 3 clusters Score -2291804 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2292709.500000 Penalty: 4696.741699
	Iteration 5F: 3 clusters Score -2292710 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2293511.250000 Penalty: 4696.741699
	Iteration 6F: 3 clusters Score -2293511 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2294127.500000 Penalty: 4696.741699
	Iteration 7F: 3 clusters Score -2294128 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2294504.000000 Penalty: 4696.741699
	Iteration 8F: 3 clusters Score -2294504 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2294690.250000 Penalty: 4696.741699
	Iteration 9Q: 3 clusters Score -2294690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2294778.000000 Penalty: 4696.741699
	Iteration 10Q: 3 clusters Score -2294778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2294838.000000 Penalty: 4696.741699
	Iteration 11Q: 3 clusters Score -2294838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2294866.750000 Penalty: 4696.741699
	Iteration 12Q: 3 clusters Score -2294867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2294886.250000 Penalty: 4696.741699
	Iteration 13Q: 3 clusters Score -2294886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2294892.000000 Penalty: 4696.741699
	Iteration 14Q: 3 clusters Score -2294892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2294900.750000 Penalty: 4696.741699
	Iteration 15Q: 3 clusters Score -2294901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2294904.500000 Penalty: 4696.741699
	Iteration 16Q: 3 clusters Score -2294904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2294903.750000 Penalty: 4696.741699
	Iteration 17Q: 3 clusters Score -2294904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2294914.000000 Penalty: 4696.741699
	Iteration 18Q: 3 clusters Score -2294914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2294913.000000 Penalty: 4696.741699
	Iteration 19Q: 3 clusters Score -2294913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2294910.750000 Penalty: 4696.741699
	Iteration 20F: 3 clusters Score -2294911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2294913.000000 Penalty: 4696.741699
	Iteration 21Q: 3 clusters Score -2294913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2294913.750000 Penalty: 4696.741699
	Iteration 22Q: 3 clusters Score -2294914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2294914.500000 Penalty: 4696.741699
	Iteration 23Q: 3 clusters Score -2294914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2294915.250000 Penalty: 4696.741699
	Iteration 24Q: 3 clusters Score -2294915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2294915.250000 Penalty: 4696.741699
	Iteration 25F: 3 clusters Score -2294915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Entering Unmasked Estep 
Score: -2535270.250000 Penalty: 2377.659668
	Iteration 0F: 2 clusters Score -2535270 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 7283 members 
Entering Unmasked Estep 
Score: -2524665.250000 Penalty: 4755.319336
	Iteration 0F: 3 clusters Score -2524665 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2528088.000000 Penalty: 4755.319336
	Iteration 1F: 3 clusters Score -2528088 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2528561.000000 Penalty: 4755.319336
	Iteration 2F: 3 clusters Score -2528561 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2529018.750000 Penalty: 4755.319336
	Iteration 3F: 3 clusters Score -2529019 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2529471.750000 Penalty: 4755.319336
	Iteration 4F: 3 clusters Score -2529472 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2529957.750000 Penalty: 4755.319336
	Iteration 5F: 3 clusters Score -2529958 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2530450.750000 Penalty: 4755.319336
	Iteration 6F: 3 clusters Score -2530451 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2530927.000000 Penalty: 4755.319336
	Iteration 7F: 3 clusters Score -2530927 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2531395.750000 Penalty: 4755.319336
	Iteration 8Q: 3 clusters Score -2531396 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2531791.750000 Penalty: 4755.319336
	Iteration 9Q: 3 clusters Score -2531792 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2532052.250000 Penalty: 4755.319336
	Iteration 10Q: 3 clusters Score -2532052 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2532242.500000 Penalty: 4755.319336
	Iteration 11Q: 3 clusters Score -2532242 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2532373.750000 Penalty: 4755.319336
	Iteration 12Q: 3 clusters Score -2532374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2532475.250000 Penalty: 4755.319336
	Iteration 13Q: 3 clusters Score -2532475 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2532548.500000 Penalty: 4755.319336
	Iteration 14Q: 3 clusters Score -2532548 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2532622.750000 Penalty: 4755.319336
	Iteration 15Q: 3 clusters Score -2532623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2532679.250000 Penalty: 4755.319336
	Iteration 16Q: 3 clusters Score -2532679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2532750.500000 Penalty: 4755.319336
	Iteration 17Q: 3 clusters Score -2532750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2532816.500000 Penalty: 4755.319336
	Iteration 18Q: 3 clusters Score -2532816 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2532882.750000 Penalty: 4755.319336
	Iteration 19Q: 3 clusters Score -2532883 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2532934.250000 Penalty: 4755.319336
	Iteration 20F: 3 clusters Score -2532934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2532986.750000 Penalty: 4755.319336
	Iteration 21Q: 3 clusters Score -2532987 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2533027.000000 Penalty: 4755.319336
	Iteration 22Q: 3 clusters Score -2533027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2533053.750000 Penalty: 4755.319336
	Iteration 23Q: 3 clusters Score -2533054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2533094.250000 Penalty: 4755.319336
	Iteration 24Q: 3 clusters Score -2533094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2533111.000000 Penalty: 4755.319336
	Iteration 25Q: 3 clusters Score -2533111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2533122.500000 Penalty: 4755.319336
	Iteration 26Q: 3 clusters Score -2533122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2533144.750000 Penalty: 4755.319336
	Iteration 27Q: 3 clusters Score -2533145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2533163.250000 Penalty: 4755.319336
	Iteration 28Q: 3 clusters Score -2533163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2533186.250000 Penalty: 4755.319336
	Iteration 29Q: 3 clusters Score -2533186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2533202.000000 Penalty: 4755.319336
	Iteration 30Q: 3 clusters Score -2533202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2533218.750000 Penalty: 4755.319336
	Iteration 31Q: 3 clusters Score -2533219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2533248.250000 Penalty: 4755.319336
	Iteration 32Q: 3 clusters Score -2533248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2533263.500000 Penalty: 4755.319336
	Iteration 33Q: 3 clusters Score -2533264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2533267.500000 Penalty: 4755.319336
	Iteration 34Q: 3 clusters Score -2533268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2533283.000000 Penalty: 4755.319336
	Iteration 35Q: 3 clusters Score -2533283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2533281.750000 Penalty: 4755.319336
	Iteration 36Q: 3 clusters Score -2533282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2533290.500000 Penalty: 4755.319336
	Iteration 37Q: 3 clusters Score -2533290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2533293.500000 Penalty: 4755.319336
	Iteration 38Q: 3 clusters Score -2533294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2533305.500000 Penalty: 4755.319336
	Iteration 39Q: 3 clusters Score -2533306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2533315.250000 Penalty: 4755.319336
	Iteration 40F: 3 clusters Score -2533315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2533319.250000 Penalty: 4755.319336
	Iteration 41Q: 3 clusters Score -2533319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2533324.750000 Penalty: 4755.319336
	Iteration 42Q: 3 clusters Score -2533325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2533327.500000 Penalty: 4755.319336
	Iteration 43Q: 3 clusters Score -2533328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2533332.000000 Penalty: 4755.319336
	Iteration 44Q: 3 clusters Score -2533332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2533336.500000 Penalty: 4755.319336
	Iteration 45Q: 3 clusters Score -2533336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2533339.250000 Penalty: 4755.319336
	Iteration 46Q: 3 clusters Score -2533339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2533340.000000 Penalty: 4755.319336
	Iteration 47Q: 3 clusters Score -2533340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2533340.000000 Penalty: 4755.319336
	Iteration 48Q: 3 clusters Score -2533340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2533347.750000 Penalty: 4755.319336
	Iteration 49Q: 3 clusters Score -2533348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2533352.500000 Penalty: 4755.319336
	Iteration 50Q: 3 clusters Score -2533352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2533368.250000 Penalty: 4755.319336
	Iteration 51Q: 3 clusters Score -2533368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2533374.250000 Penalty: 4755.319336
	Iteration 52Q: 3 clusters Score -2533374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2533384.750000 Penalty: 4755.319336
	Iteration 53Q: 3 clusters Score -2533385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2533392.750000 Penalty: 4755.319336
	Iteration 54Q: 3 clusters Score -2533393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2533399.750000 Penalty: 4755.319336
	Iteration 55Q: 3 clusters Score -2533400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2533410.750000 Penalty: 4755.319336
	Iteration 56Q: 3 clusters Score -2533411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2533417.250000 Penalty: 4755.319336
	Iteration 57Q: 3 clusters Score -2533417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2533408.750000 Penalty: 4755.319336
	Iteration 58Q: 3 clusters Score -2533409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2533417.000000 Penalty: 4755.319336
	Iteration 59Q: 3 clusters Score -2533417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2533418.500000 Penalty: 4755.319336
	Iteration 60F: 3 clusters Score -2533418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2533422.250000 Penalty: 4755.319336
	Iteration 61Q: 3 clusters Score -2533422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2533422.250000 Penalty: 4755.319336
	Iteration 62Q: 3 clusters Score -2533422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2533422.500000 Penalty: 4755.319336
	Iteration 63Q: 3 clusters Score -2533422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2533428.000000 Penalty: 4755.319336
	Iteration 64Q: 3 clusters Score -2533428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2533428.500000 Penalty: 4755.319336
	Iteration 65Q: 3 clusters Score -2533428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2533426.250000 Penalty: 4755.319336
	Iteration 66Q: 3 clusters Score -2533426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2533433.750000 Penalty: 4755.319336
	Iteration 67Q: 3 clusters Score -2533434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2533437.250000 Penalty: 4755.319336
	Iteration 68Q: 3 clusters Score -2533437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2533440.000000 Penalty: 4755.319336
	Iteration 69Q: 3 clusters Score -2533440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2533441.750000 Penalty: 4755.319336
	Iteration 70Q: 3 clusters Score -2533442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2533441.750000 Penalty: 4755.319336
	Iteration 71Q: 3 clusters Score -2533442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2533441.750000 Penalty: 4755.319336
	Iteration 72F: 3 clusters Score -2533442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217814.031250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217814 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -218160.843750 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218160.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218254.156250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218254.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -218307.296875 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218307.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218338.046875 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -218361.734375 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218361.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -218376.906250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -218385.453125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218393.796875 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218402.062500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -218411.015625 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -218417.375000 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -218425.765625 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -218430.953125 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -218434.578125 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -218436.421875 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218437.625000 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218440.265625 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218442.453125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218445.125000 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -218445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218446.375000 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -218446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -218447.625000 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -218447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218451.281250 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -218451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -218455.921875 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -218455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218463.734375 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -218463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -218469.359375 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -218469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -218475.984375 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -218476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -218479.109375 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -218479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218482.437500 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -218482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218485.687500 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -218485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -218487.359375 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -218487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -218491.328125 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -218491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -218495.640625 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -218495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -218497.062500 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -218497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -218497.750000 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -218497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -218499.187500 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -218499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -218499.609375 Penalty: 3579.852051
	Iteration 36Q: 3 clusters Score -218499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -218500.765625 Penalty: 3579.852051
	Iteration 37Q: 3 clusters Score -218500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -218500.765625 Penalty: 3579.852051
	Iteration 38F: 3 clusters Score -218500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9799 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 37358 members 
Mstep: Class 20 contains 38120 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 35494 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7970 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33913 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5784 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39569 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 5946 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3458 members 
Mstep: Class 58 contains 12955 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283216.000000 Penalty: 199966.156250
Iteration 399Q: 61 clusters Score -1.172832e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32293 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38159 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33031 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9819 members 
Mstep: Class 18 contains 11195 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 38113 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34497 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 35502 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3688 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7969 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33910 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29912 members 
Mstep: Class 41 contains 5782 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14485 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39565 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 5934 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3456 members 
Mstep: Class 58 contains 12954 members 
Mstep: Class 59 contains 14583 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283304.000000 Penalty: 199966.156250
Iteration 400F: 61 clusters Score -1.172833e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38161 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33034 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9840 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 37368 members 
Mstep: Class 20 contains 38114 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34496 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 35503 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3690 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7969 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7117 members 
Mstep: Class 38 contains 33909 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29913 members 
Mstep: Class 41 contains 5778 members 
Mstep: Class 42 contains 7754 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39559 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2155 members 
Mstep: Class 51 contains 5917 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 3456 members 
Mstep: Class 58 contains 12953 members 
Mstep: Class 59 contains 14583 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283320.000000 Penalty: 199966.156250
Iteration 401Q: 61 clusters Score -1.172833e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38160 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33037 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9864 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 37366 members 
Mstep: Class 20 contains 38112 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34491 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 35507 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3686 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7969 members 
Mstep: Class 35 contains 10309 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7116 members 
Mstep: Class 38 contains 33909 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29915 members 
Mstep: Class 41 contains 5777 members 
Mstep: Class 42 contains 7755 members 
Mstep: Class 43 contains 14484 members 
Mstep: Class 44 contains 4539 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39558 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2136 members 
Mstep: Class 51 contains 5905 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14981 members 
Mstep: Class 57 contains 3447 members 
Mstep: Class 58 contains 12952 members 
Mstep: Class 59 contains 14586 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283224.000000 Penalty: 199966.156250
Iteration 402Q: 61 clusters Score -1.172832e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38156 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33039 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9875 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 37368 members 
Mstep: Class 20 contains 38117 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34490 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 35510 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7969 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7114 members 
Mstep: Class 38 contains 33908 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29917 members 
Mstep: Class 41 contains 5777 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 4538 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39556 members 
Mstep: Class 49 contains 35389 members 
Mstep: Class 50 contains 2122 members 
Mstep: Class 51 contains 5890 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3453 members 
Mstep: Class 58 contains 12952 members 
Mstep: Class 59 contains 14587 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283224.000000 Penalty: 199966.156250
Iteration 403Q: 61 clusters Score -1.172832e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38155 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33043 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9903 members 
Mstep: Class 18 contains 11188 members 
Mstep: Class 19 contains 37370 members 
Mstep: Class 20 contains 38115 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34489 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 35514 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3672 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7969 members 
Mstep: Class 35 contains 10316 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33907 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29919 members 
Mstep: Class 41 contains 5776 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39554 members 
Mstep: Class 49 contains 35386 members 
Mstep: Class 50 contains 2106 members 
Mstep: Class 51 contains 5881 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3446 members 
Mstep: Class 58 contains 12952 members 
Mstep: Class 59 contains 14586 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283280.000000 Penalty: 199966.156250
Iteration 404Q: 61 clusters Score -1.172833e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38156 members 
Mstep: Class 7 contains 15195 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9919 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 19 contains 37371 members 
Mstep: Class 20 contains 38115 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34486 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 35516 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3668 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7968 members 
Mstep: Class 35 contains 10316 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33907 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29920 members 
Mstep: Class 41 contains 5774 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14486 members 
Mstep: Class 44 contains 4538 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39553 members 
Mstep: Class 49 contains 35390 members 
Mstep: Class 50 contains 2094 members 
Mstep: Class 51 contains 5869 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3441 members 
Mstep: Class 58 contains 12951 members 
Mstep: Class 59 contains 14588 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283472.000000 Penalty: 199966.156250
Iteration 405Q: 61 clusters Score -1.172835e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32293 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38151 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9932 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 19 contains 37373 members 
Mstep: Class 20 contains 38115 members 
Mstep: Class 21 contains 29044 members 
Mstep: Class 22 contains 34481 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 35519 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 296 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3670 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7968 members 
Mstep: Class 35 contains 10318 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33904 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29921 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14488 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39551 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2081 members 
Mstep: Class 51 contains 5860 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14979 members 
Mstep: Class 57 contains 3438 members 
Mstep: Class 58 contains 12950 members 
Mstep: Class 59 contains 14592 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283448.000000 Penalty: 199966.156250
Iteration 406Q: 61 clusters Score -1.172834e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32292 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38152 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9952 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 19 contains 37377 members 
Mstep: Class 20 contains 38111 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34476 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 35525 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3663 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7966 members 
Mstep: Class 35 contains 10323 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33901 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29921 members 
Mstep: Class 41 contains 5774 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14487 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39551 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5855 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 12950 members 
Mstep: Class 59 contains 14595 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283584.000000 Penalty: 199966.156250
Iteration 407Q: 61 clusters Score -1.172836e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32290 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38148 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9972 members 
Mstep: Class 18 contains 11185 members 
Mstep: Class 19 contains 37379 members 
Mstep: Class 20 contains 38107 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 34472 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 35530 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3651 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7964 members 
Mstep: Class 35 contains 10323 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33899 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29924 members 
Mstep: Class 41 contains 5773 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14488 members 
Mstep: Class 44 contains 4534 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39552 members 
Mstep: Class 49 contains 35391 members 
Mstep: Class 50 contains 2057 members 
Mstep: Class 51 contains 5852 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12949 members 
Mstep: Class 59 contains 14599 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283736.000000 Penalty: 199966.156250
Iteration 408Q: 61 clusters Score -1.172837e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12866 members 
Mstep: Class 4 contains 32289 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38147 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37381 members 
Mstep: Class 20 contains 38101 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 34473 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 35527 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7963 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33898 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29929 members 
Mstep: Class 41 contains 5773 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14489 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39552 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2057 members 
Mstep: Class 51 contains 5850 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12949 members 
Mstep: Class 59 contains 14598 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283760.000000 Penalty: 199966.156250
Iteration 409Q: 61 clusters Score -1.172838e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 32288 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38145 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 9997 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37385 members 
Mstep: Class 20 contains 38099 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 34469 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 35529 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3151 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33896 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29930 members 
Mstep: Class 41 contains 5773 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39551 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2057 members 
Mstep: Class 51 contains 5848 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3424 members 
Mstep: Class 58 contains 12949 members 
Mstep: Class 59 contains 14599 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 410Q: 61 clusters Score -1.172838e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 32289 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38145 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37387 members 
Mstep: Class 20 contains 38099 members 
Mstep: Class 21 contains 29040 members 
Mstep: Class 22 contains 34472 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3624 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33894 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29934 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39552 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 5848 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 3421 members 
Mstep: Class 58 contains 12948 members 
Mstep: Class 59 contains 14599 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 411Q: 61 clusters Score -1.172838e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 32289 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38142 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 10020 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37386 members 
Mstep: Class 20 contains 38101 members 
Mstep: Class 21 contains 29039 members 
Mstep: Class 22 contains 34475 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 35521 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33894 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29934 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39551 members 
Mstep: Class 49 contains 35392 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 5849 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14986 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 12947 members 
Mstep: Class 59 contains 14597 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 412Q: 61 clusters Score -1.172838e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 32289 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38137 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 10030 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37388 members 
Mstep: Class 20 contains 38100 members 
Mstep: Class 21 contains 29039 members 
Mstep: Class 22 contains 34475 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 35523 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3594 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 10320 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33893 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29938 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39550 members 
Mstep: Class 49 contains 35392 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 5850 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14597 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283872.000000 Penalty: 199966.156250
Iteration 413Q: 61 clusters Score -1.172839e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12864 members 
Mstep: Class 4 contains 32288 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 10036 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37392 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 34472 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3589 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7962 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29939 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39550 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 5850 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3429 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14598 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283928.000000 Penalty: 199966.156250
Iteration 414Q: 61 clusters Score -1.172839e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 32286 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11933 members 
Mstep: Class 17 contains 10043 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 37396 members 
Mstep: Class 20 contains 38095 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34470 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 30393 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3581 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33891 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39549 members 
Mstep: Class 49 contains 35401 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5849 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14598 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283896.000000 Penalty: 199966.156250
Iteration 415Q: 61 clusters Score -1.172839e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 32285 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 10042 members 
Mstep: Class 18 contains 11181 members 
Mstep: Class 19 contains 37396 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34469 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 35521 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3576 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5772 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39549 members 
Mstep: Class 49 contains 35403 members 
Mstep: Class 50 contains 2068 members 
Mstep: Class 51 contains 5847 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14600 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283824.000000 Penalty: 199966.156250
Iteration 416Q: 61 clusters Score -1.172838e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12862 members 
Mstep: Class 4 contains 32286 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10042 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34470 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 35519 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3574 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10320 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5771 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39547 members 
Mstep: Class 49 contains 35401 members 
Mstep: Class 50 contains 2070 members 
Mstep: Class 51 contains 5848 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3437 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283848.000000 Penalty: 199966.156250
Iteration 417Q: 61 clusters Score -1.172838e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12867 members 
Mstep: Class 4 contains 32286 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29037 members 
Mstep: Class 22 contains 34468 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3573 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10317 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29946 members 
Mstep: Class 41 contains 5771 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35401 members 
Mstep: Class 50 contains 2070 members 
Mstep: Class 51 contains 5847 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283888.000000 Penalty: 199966.156250
Iteration 418Q: 61 clusters Score -1.172839e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 32285 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10047 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37398 members 
Mstep: Class 20 contains 38091 members 
Mstep: Class 21 contains 29036 members 
Mstep: Class 22 contains 34468 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 35521 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3571 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10317 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29948 members 
Mstep: Class 41 contains 5770 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39542 members 
Mstep: Class 49 contains 35402 members 
Mstep: Class 50 contains 2070 members 
Mstep: Class 51 contains 5846 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 12944 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283960.000000 Penalty: 199966.156250
Iteration 419Q: 61 clusters Score -1.17284e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32284 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10050 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29033 members 
Mstep: Class 22 contains 34462 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3573 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10316 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29950 members 
Mstep: Class 41 contains 5771 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35403 members 
Mstep: Class 50 contains 2068 members 
Mstep: Class 51 contains 5846 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3432 members 
Mstep: Class 58 contains 12943 members 
Mstep: Class 59 contains 14600 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283968.000000 Penalty: 199966.156250
Iteration 420F: 61 clusters Score -1.17284e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10051 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 34464 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3576 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10315 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29950 members 
Mstep: Class 41 contains 5770 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35403 members 
Mstep: Class 50 contains 2066 members 
Mstep: Class 51 contains 5847 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14602 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117284024.000000 Penalty: 199966.156250
Iteration 421Q: 61 clusters Score -1.17284e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10055 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38091 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 34463 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 35521 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3575 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29949 members 
Mstep: Class 41 contains 5768 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35405 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 5846 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3429 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283984.000000 Penalty: 199966.156250
Iteration 422Q: 61 clusters Score -1.17284e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 10058 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38092 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 34460 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 35520 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3571 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29949 members 
Mstep: Class 41 contains 5765 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 5846 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14603 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283984.000000 Penalty: 199966.156250
Iteration 423Q: 61 clusters Score -1.17284e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11936 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38091 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 34458 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 35522 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3569 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29950 members 
Mstep: Class 41 contains 5761 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4536 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5848 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14605 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283888.000000 Penalty: 199966.156250
Iteration 424Q: 61 clusters Score -1.172839e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37404 members 
Mstep: Class 20 contains 38091 members 
Mstep: Class 21 contains 29033 members 
Mstep: Class 22 contains 34458 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 35523 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29949 members 
Mstep: Class 41 contains 5754 members 
Mstep: Class 42 contains 7760 members 
Mstep: Class 43 contains 14493 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35408 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5846 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14606 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283896.000000 Penalty: 199966.156250
Iteration 425Q: 61 clusters Score -1.172839e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37404 members 
Mstep: Class 20 contains 38088 members 
Mstep: Class 21 contains 29033 members 
Mstep: Class 22 contains 34458 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 35529 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29945 members 
Mstep: Class 41 contains 5754 members 
Mstep: Class 42 contains 7759 members 
Mstep: Class 43 contains 14497 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5841 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283992.000000 Penalty: 199966.156250
Iteration 426Q: 61 clusters Score -1.17284e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32282 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 38085 members 
Mstep: Class 21 contains 29033 members 
Mstep: Class 22 contains 34457 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 35532 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29945 members 
Mstep: Class 41 contains 5758 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14497 members 
Mstep: Class 44 contains 4537 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35405 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5837 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283896.000000 Penalty: 199966.156250
Iteration 427Q: 61 clusters Score -1.172839e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32281 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37408 members 
Mstep: Class 20 contains 38083 members 
Mstep: Class 21 contains 29031 members 
Mstep: Class 22 contains 34458 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 35535 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33892 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29945 members 
Mstep: Class 41 contains 5756 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14496 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5833 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14609 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283968.000000 Penalty: 199966.156250
Iteration 428Q: 61 clusters Score -1.17284e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32277 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33046 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37416 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 29028 members 
Mstep: Class 22 contains 34456 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 35534 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33890 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 5754 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14495 members 
Mstep: Class 44 contains 4543 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5829 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12942 members 
Mstep: Class 59 contains 14613 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283968.000000 Penalty: 199966.156250
Iteration 429Q: 61 clusters Score -1.17284e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32278 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37412 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 29027 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 35537 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3569 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33890 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29945 members 
Mstep: Class 41 contains 5752 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14495 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39540 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12944 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283920.000000 Penalty: 199966.156250
Iteration 430Q: 61 clusters Score -1.172839e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32278 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37412 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29027 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 35542 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33891 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29946 members 
Mstep: Class 41 contains 5751 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14496 members 
Mstep: Class 44 contains 4545 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39539 members 
Mstep: Class 49 contains 35406 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14617 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283864.000000 Penalty: 199966.156250
Iteration 431Q: 61 clusters Score -1.172839e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32279 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38132 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33049 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37411 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 29027 members 
Mstep: Class 22 contains 34442 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 35543 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2027 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33891 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29947 members 
Mstep: Class 41 contains 5749 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14494 members 
Mstep: Class 44 contains 4546 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39538 members 
Mstep: Class 49 contains 35407 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14617 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283952.000000 Penalty: 199966.156250
Iteration 432Q: 61 clusters Score -1.17284e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32281 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33051 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37415 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29026 members 
Mstep: Class 22 contains 34441 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 35544 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29948 members 
Mstep: Class 41 contains 5744 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 14491 members 
Mstep: Class 44 contains 4547 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39537 members 
Mstep: Class 49 contains 35405 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5820 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14618 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283896.000000 Penalty: 199966.156250
Iteration 433Q: 61 clusters Score -1.172839e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 32280 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33051 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37420 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29026 members 
Mstep: Class 22 contains 34439 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35547 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29948 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14490 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35404 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14618 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283768.000000 Penalty: 199966.156250
Iteration 434Q: 61 clusters Score -1.172838e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33054 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38083 members 
Mstep: Class 21 contains 29025 members 
Mstep: Class 22 contains 34440 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35550 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29948 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14487 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35402 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14619 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283848.000000 Penalty: 199966.156250
Iteration 435Q: 61 clusters Score -1.172838e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33056 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29025 members 
Mstep: Class 22 contains 34444 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35549 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29950 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14485 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35399 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14619 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283760.000000 Penalty: 199966.156250
Iteration 436Q: 61 clusters Score -1.172838e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33058 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37423 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29025 members 
Mstep: Class 22 contains 34444 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29952 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14483 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14618 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283824.000000 Penalty: 199966.156250
Iteration 437Q: 61 clusters Score -1.172838e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33059 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38083 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29952 members 
Mstep: Class 41 contains 5742 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14482 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35402 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14617 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283824.000000 Penalty: 199966.156250
Iteration 438Q: 61 clusters Score -1.172838e+08 nChanged 14
Entering ConstructFrom: 
Score: -117283824.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60335.882812 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60335.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60660.332031 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60660.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60782.000000 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60831.582031 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60831.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60932.964844 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60932.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60959.351562 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60959.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61014.441406 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -61014.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61049.214844 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -61049.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61099.257812 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61099.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61134.703125 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61168.648438 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61168.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61250.710938 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -61250.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61329.984375 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61329.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61340.199219 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -61340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61364.929688 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -61364.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61374.609375 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -61374.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61384.554688 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -61384.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61392.351562 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -61392.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61402.863281 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -61402.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61408.539062 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -61408.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61411.027344 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -61411.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61412.507812 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -61412.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61415.937500 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -61415.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61421.210938 Penalty: 2995.966309
	Iteration 23Q: 3 clusters Score -61421.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61441.718750 Penalty: 2995.966309
	Iteration 24Q: 3 clusters Score -61441.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61457.480469 Penalty: 2995.966309
	Iteration 25Q: 3 clusters Score -61457.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61476.207031 Penalty: 2995.966309
	Iteration 26Q: 3 clusters Score -61476.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61476.207031 Penalty: 2995.966309
	Iteration 27F: 3 clusters Score -61476.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -502868.937500 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -502868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -499711.375000 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -499711.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -500442.812500 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -500442.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -500707.125000 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -500707.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -500966.656250 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -500966.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -501248.250000 Penalty: 3942.048584
	Iteration 4F: 3 clusters Score -501248.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -501473.937500 Penalty: 3942.048584
	Iteration 5F: 3 clusters Score -501473.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -501654.062500 Penalty: 3942.048584
	Iteration 6F: 3 clusters Score -501654.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -501785.187500 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -501785.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -501867.750000 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -501867.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -501924.281250 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -501924.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -501952.593750 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -501952.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -501974.875000 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -501974.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -501987.625000 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -501987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -501992.281250 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -501992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -501993.968750 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -501994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -501997.812500 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -501997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -501999.375000 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -501999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -502001.406250 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -502001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -502000.500000 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -502000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -502002.218750 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -502002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -502002.218750 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -502002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -2193893.500000 Penalty: 2346.776855
	Iteration 0F: 2 clusters Score -2193894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2184305.750000 Penalty: 4693.553711
	Iteration 0F: 3 clusters Score -2184306 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2187458.250000 Penalty: 4693.553711
	Iteration 1F: 3 clusters Score -2187458 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2188017.500000 Penalty: 4693.553711
	Iteration 2F: 3 clusters Score -2188018 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2188588.000000 Penalty: 4693.553711
	Iteration 3F: 3 clusters Score -2188588 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2189190.000000 Penalty: 4693.553711
	Iteration 4F: 3 clusters Score -2189190 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2189812.750000 Penalty: 4693.553711
	Iteration 5F: 3 clusters Score -2189813 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2190358.750000 Penalty: 4693.553711
	Iteration 6F: 3 clusters Score -2190359 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2190779.250000 Penalty: 4693.553711
	Iteration 7F: 3 clusters Score -2190779 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2191104.750000 Penalty: 4693.553711
	Iteration 8Q: 3 clusters Score -2191105 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2191358.250000 Penalty: 4693.553711
	Iteration 9Q: 3 clusters Score -2191358 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2191541.250000 Penalty: 4693.553711
	Iteration 10Q: 3 clusters Score -2191541 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2191666.250000 Penalty: 4693.553711
	Iteration 11Q: 3 clusters Score -2191666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2191780.750000 Penalty: 4693.553711
	Iteration 12Q: 3 clusters Score -2191781 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2191870.500000 Penalty: 4693.553711
	Iteration 13Q: 3 clusters Score -2191870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2191957.250000 Penalty: 4693.553711
	Iteration 14Q: 3 clusters Score -2191957 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2192014.250000 Penalty: 4693.553711
	Iteration 15Q: 3 clusters Score -2192014 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2192074.750000 Penalty: 4693.553711
	Iteration 16Q: 3 clusters Score -2192075 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2192129.500000 Penalty: 4693.553711
	Iteration 17Q: 3 clusters Score -2192130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2192185.000000 Penalty: 4693.553711
	Iteration 18Q: 3 clusters Score -2192185 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2192229.250000 Penalty: 4693.553711
	Iteration 19Q: 3 clusters Score -2192229 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2192285.000000 Penalty: 4693.553711
	Iteration 20F: 3 clusters Score -2192285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2192351.500000 Penalty: 4693.553711
	Iteration 21Q: 3 clusters Score -2192352 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2192440.000000 Penalty: 4693.553711
	Iteration 22Q: 3 clusters Score -2192440 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2192531.000000 Penalty: 4693.553711
	Iteration 23Q: 3 clusters Score -2192531 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2192621.000000 Penalty: 4693.553711
	Iteration 24Q: 3 clusters Score -2192621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2192709.000000 Penalty: 4693.553711
	Iteration 25Q: 3 clusters Score -2192709 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2192813.250000 Penalty: 4693.553711
	Iteration 26Q: 3 clusters Score -2192813 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2192887.750000 Penalty: 4693.553711
	Iteration 27Q: 3 clusters Score -2192888 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2192957.750000 Penalty: 4693.553711
	Iteration 28Q: 3 clusters Score -2192958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2193028.250000 Penalty: 4693.553711
	Iteration 29Q: 3 clusters Score -2193028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2193090.750000 Penalty: 4693.553711
	Iteration 30Q: 3 clusters Score -2193091 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2193138.500000 Penalty: 4693.553711
	Iteration 31Q: 3 clusters Score -2193138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2193191.000000 Penalty: 4693.553711
	Iteration 32Q: 3 clusters Score -2193191 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2193236.500000 Penalty: 4693.553711
	Iteration 33Q: 3 clusters Score -2193236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2193277.500000 Penalty: 4693.553711
	Iteration 34Q: 3 clusters Score -2193278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2193301.500000 Penalty: 4693.553711
	Iteration 35Q: 3 clusters Score -2193302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2193333.250000 Penalty: 4693.553711
	Iteration 36Q: 3 clusters Score -2193333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2193348.750000 Penalty: 4693.553711
	Iteration 37Q: 3 clusters Score -2193349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2193372.250000 Penalty: 4693.553711
	Iteration 38Q: 3 clusters Score -2193372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2193381.750000 Penalty: 4693.553711
	Iteration 39Q: 3 clusters Score -2193382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2193403.000000 Penalty: 4693.553711
	Iteration 40F: 3 clusters Score -2193403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2193416.000000 Penalty: 4693.553711
	Iteration 41Q: 3 clusters Score -2193416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2193439.750000 Penalty: 4693.553711
	Iteration 42Q: 3 clusters Score -2193440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2193448.250000 Penalty: 4693.553711
	Iteration 43Q: 3 clusters Score -2193448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2193455.750000 Penalty: 4693.553711
	Iteration 44Q: 3 clusters Score -2193456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2193468.500000 Penalty: 4693.553711
	Iteration 45Q: 3 clusters Score -2193468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2193483.000000 Penalty: 4693.553711
	Iteration 46Q: 3 clusters Score -2193483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2193491.250000 Penalty: 4693.553711
	Iteration 47Q: 3 clusters Score -2193491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2193506.250000 Penalty: 4693.553711
	Iteration 48Q: 3 clusters Score -2193506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2193517.750000 Penalty: 4693.553711
	Iteration 49Q: 3 clusters Score -2193518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2193529.500000 Penalty: 4693.553711
	Iteration 50Q: 3 clusters Score -2193530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2193543.250000 Penalty: 4693.553711
	Iteration 51Q: 3 clusters Score -2193543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2193558.250000 Penalty: 4693.553711
	Iteration 52Q: 3 clusters Score -2193558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2193572.250000 Penalty: 4693.553711
	Iteration 53Q: 3 clusters Score -2193572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2193589.250000 Penalty: 4693.553711
	Iteration 54Q: 3 clusters Score -2193589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2193607.250000 Penalty: 4693.553711
	Iteration 55Q: 3 clusters Score -2193607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2193622.000000 Penalty: 4693.553711
	Iteration 56Q: 3 clusters Score -2193622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2193634.750000 Penalty: 4693.553711
	Iteration 57Q: 3 clusters Score -2193635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2193643.000000 Penalty: 4693.553711
	Iteration 58Q: 3 clusters Score -2193643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2193647.250000 Penalty: 4693.553711
	Iteration 59Q: 3 clusters Score -2193647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2193661.250000 Penalty: 4693.553711
	Iteration 60F: 3 clusters Score -2193661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2193670.000000 Penalty: 4693.553711
	Iteration 61Q: 3 clusters Score -2193670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2193679.250000 Penalty: 4693.553711
	Iteration 62Q: 3 clusters Score -2193679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2193685.250000 Penalty: 4693.553711
	Iteration 63Q: 3 clusters Score -2193685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2193690.000000 Penalty: 4693.553711
	Iteration 64Q: 3 clusters Score -2193690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2193696.000000 Penalty: 4693.553711
	Iteration 65Q: 3 clusters Score -2193696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2193703.500000 Penalty: 4693.553711
	Iteration 66Q: 3 clusters Score -2193704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2193710.750000 Penalty: 4693.553711
	Iteration 67Q: 3 clusters Score -2193711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2193713.500000 Penalty: 4693.553711
	Iteration 68Q: 3 clusters Score -2193714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2193716.750000 Penalty: 4693.553711
	Iteration 69Q: 3 clusters Score -2193717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2193718.250000 Penalty: 4693.553711
	Iteration 70Q: 3 clusters Score -2193718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2193723.000000 Penalty: 4693.553711
	Iteration 71Q: 3 clusters Score -2193723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2193724.750000 Penalty: 4693.553711
	Iteration 72Q: 3 clusters Score -2193725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2193727.000000 Penalty: 4693.553711
	Iteration 73Q: 3 clusters Score -2193727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2193731.000000 Penalty: 4693.553711
	Iteration 74Q: 3 clusters Score -2193731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2193726.250000 Penalty: 4693.553711
	Iteration 75Q: 3 clusters Score -2193726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2193735.500000 Penalty: 4693.553711
	Iteration 76Q: 3 clusters Score -2193736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2193742.500000 Penalty: 4693.553711
	Iteration 77Q: 3 clusters Score -2193742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2193743.750000 Penalty: 4693.553711
	Iteration 78Q: 3 clusters Score -2193744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2193743.750000 Penalty: 4693.553711
	Iteration 79Q: 3 clusters Score -2193744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2193752.250000 Penalty: 4693.553711
	Iteration 80F: 3 clusters Score -2193752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2193750.250000 Penalty: 4693.553711
	Iteration 81Q: 3 clusters Score -2193750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2193749.750000 Penalty: 4693.553711
	Iteration 82Q: 3 clusters Score -2193750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2193751.250000 Penalty: 4693.553711
	Iteration 83Q: 3 clusters Score -2193751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2193756.250000 Penalty: 4693.553711
	Iteration 84Q: 3 clusters Score -2193756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2193755.750000 Penalty: 4693.553711
	Iteration 85Q: 3 clusters Score -2193756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2193756.750000 Penalty: 4693.553711
	Iteration 86Q: 3 clusters Score -2193757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2193755.250000 Penalty: 4693.553711
	Iteration 87Q: 3 clusters Score -2193755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2193755.250000 Penalty: 4693.553711
	Iteration 88F: 3 clusters Score -2193755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Entering Unmasked Estep 
Score: -5716567.500000 Penalty: 2574.755615
	Iteration 0F: 2 clusters Score -5716568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5694564.000000 Penalty: 5149.511230
	Iteration 0F: 3 clusters Score -5694564 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -5702264.500000 Penalty: 5149.511230
	Iteration 1F: 3 clusters Score -5702264 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -5702761.000000 Penalty: 5149.511230
	Iteration 2Q: 3 clusters Score -5702761 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -5703177.000000 Penalty: 5149.511230
	Iteration 3Q: 3 clusters Score -5703177 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5703577.500000 Penalty: 5149.511230
	Iteration 4Q: 3 clusters Score -5703578 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5704062.000000 Penalty: 5149.511230
	Iteration 5Q: 3 clusters Score -5704062 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5704630.000000 Penalty: 5149.511230
	Iteration 6Q: 3 clusters Score -5704630 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5705335.000000 Penalty: 5149.511230
	Iteration 7Q: 3 clusters Score -5705335 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5706296.000000 Penalty: 5149.511230
	Iteration 8Q: 3 clusters Score -5706296 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -5707464.500000 Penalty: 5149.511230
	Iteration 9F: 3 clusters Score -5707464 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5708916.500000 Penalty: 5149.511230
	Iteration 10F: 3 clusters Score -5708916 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5710441.500000 Penalty: 5149.511230
	Iteration 11F: 3 clusters Score -5710442 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5711893.500000 Penalty: 5149.511230
	Iteration 12Q: 3 clusters Score -5711894 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5712947.500000 Penalty: 5149.511230
	Iteration 13Q: 3 clusters Score -5712948 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5713660.000000 Penalty: 5149.511230
	Iteration 14Q: 3 clusters Score -5713660 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5714036.500000 Penalty: 5149.511230
	Iteration 15Q: 3 clusters Score -5714036 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5714286.000000 Penalty: 5149.511230
	Iteration 16Q: 3 clusters Score -5714286 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5714453.500000 Penalty: 5149.511230
	Iteration 17Q: 3 clusters Score -5714454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -5714591.000000 Penalty: 5149.511230
	Iteration 18Q: 3 clusters Score -5714591 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -5714663.000000 Penalty: 5149.511230
	Iteration 19Q: 3 clusters Score -5714663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -5714704.500000 Penalty: 5149.511230
	Iteration 20F: 3 clusters Score -5714704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -5714737.500000 Penalty: 5149.511230
	Iteration 21Q: 3 clusters Score -5714738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5714752.500000 Penalty: 5149.511230
	Iteration 22Q: 3 clusters Score -5714752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5714776.000000 Penalty: 5149.511230
	Iteration 23Q: 3 clusters Score -5714776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -5714804.000000 Penalty: 5149.511230
	Iteration 24Q: 3 clusters Score -5714804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5714817.000000 Penalty: 5149.511230
	Iteration 25Q: 3 clusters Score -5714817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5714819.500000 Penalty: 5149.511230
	Iteration 26Q: 3 clusters Score -5714820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5714832.500000 Penalty: 5149.511230
	Iteration 27Q: 3 clusters Score -5714832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5714836.000000 Penalty: 5149.511230
	Iteration 28Q: 3 clusters Score -5714836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -5714833.000000 Penalty: 5149.511230
	Iteration 29Q: 3 clusters Score -5714833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -5714829.000000 Penalty: 5149.511230
	Iteration 30Q: 3 clusters Score -5714829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5714833.500000 Penalty: 5149.511230
	Iteration 31Q: 3 clusters Score -5714834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5714833.500000 Penalty: 5149.511230
	Iteration 32Q: 3 clusters Score -5714834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5714830.500000 Penalty: 5149.511230
	Iteration 33Q: 3 clusters Score -5714830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -5714831.000000 Penalty: 5149.511230
	Iteration 34Q: 3 clusters Score -5714831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5714835.500000 Penalty: 5149.511230
	Iteration 35Q: 3 clusters Score -5714836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5714835.500000 Penalty: 5149.511230
	Iteration 36Q: 3 clusters Score -5714836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5714843.500000 Penalty: 5149.511230
	Iteration 37Q: 3 clusters Score -5714844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5714842.000000 Penalty: 5149.511230
	Iteration 38Q: 3 clusters Score -5714842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5714834.500000 Penalty: 5149.511230
	Iteration 39Q: 3 clusters Score -5714834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5714832.000000 Penalty: 5149.511230
	Iteration 40F: 3 clusters Score -5714832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -385463.968750 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -385464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -382651.812500 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -382651.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -383281.906250 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -383281.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -383478.968750 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -383479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -383584.406250 Penalty: 3831.982666
	Iteration 3Q: 3 clusters Score -383584.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -383663.250000 Penalty: 3831.982666
	Iteration 4Q: 3 clusters Score -383663.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -383744.562500 Penalty: 3831.982666
	Iteration 5Q: 3 clusters Score -383744.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -383814.406250 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -383814.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -383883.312500 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -383883.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -383993.718750 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -383993.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -384093.250000 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -384093.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -384208.875000 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -384208.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -384335.250000 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -384335.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -384436.281250 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -384436.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -384523.781250 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -384523.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -384571.781250 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -384571.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -384595.406250 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -384595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -384613.093750 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -384613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -384625.937500 Penalty: 3831.982666
	Iteration 17Q: 3 clusters Score -384625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -384631.093750 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -384631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -384638.625000 Penalty: 3831.982666
	Iteration 19Q: 3 clusters Score -384638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -384645.562500 Penalty: 3831.982666
	Iteration 20F: 3 clusters Score -384645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -384652.812500 Penalty: 3831.982666
	Iteration 21Q: 3 clusters Score -384652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -384660.406250 Penalty: 3831.982666
	Iteration 22Q: 3 clusters Score -384660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -384667.125000 Penalty: 3831.982666
	Iteration 23Q: 3 clusters Score -384667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -384672.250000 Penalty: 3831.982666
	Iteration 24Q: 3 clusters Score -384672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -384673.843750 Penalty: 3831.982666
	Iteration 25Q: 3 clusters Score -384673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -384673.375000 Penalty: 3831.982666
	Iteration 26Q: 3 clusters Score -384673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -384673.375000 Penalty: 3831.982666
	Iteration 27F: 3 clusters Score -384673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Entering Unmasked Estep 
Score: -6883346.000000 Penalty: 2616.065674
	Iteration 0F: 2 clusters Score -6883346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6858493.500000 Penalty: 5232.131348
	Iteration 0F: 3 clusters Score -6858494 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -6868084.000000 Penalty: 5232.131348
	Iteration 1F: 3 clusters Score -6868084 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -6868751.500000 Penalty: 5232.131348
	Iteration 2Q: 3 clusters Score -6868752 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -6869491.500000 Penalty: 5232.131348
	Iteration 3Q: 3 clusters Score -6869492 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6870598.000000 Penalty: 5232.131348
	Iteration 4F: 3 clusters Score -6870598 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6872276.500000 Penalty: 5232.131348
	Iteration 5F: 3 clusters Score -6872276 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -6874441.000000 Penalty: 5232.131348
	Iteration 6F: 3 clusters Score -6874441 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -6877021.500000 Penalty: 5232.131348
	Iteration 7F: 3 clusters Score -6877022 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6879238.000000 Penalty: 5232.131348
	Iteration 8F: 3 clusters Score -6879238 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -6880304.000000 Penalty: 5232.131348
	Iteration 9Q: 3 clusters Score -6880304 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -6880737.000000 Penalty: 5232.131348
	Iteration 10Q: 3 clusters Score -6880737 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -6880940.000000 Penalty: 5232.131348
	Iteration 11Q: 3 clusters Score -6880940 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6881053.000000 Penalty: 5232.131348
	Iteration 12Q: 3 clusters Score -6881053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6881095.000000 Penalty: 5232.131348
	Iteration 13Q: 3 clusters Score -6881095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -6881113.500000 Penalty: 5232.131348
	Iteration 14Q: 3 clusters Score -6881114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -6881120.000000 Penalty: 5232.131348
	Iteration 15Q: 3 clusters Score -6881120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -6881147.500000 Penalty: 5232.131348
	Iteration 16Q: 3 clusters Score -6881148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -6881160.000000 Penalty: 5232.131348
	Iteration 17Q: 3 clusters Score -6881160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -6881165.500000 Penalty: 5232.131348
	Iteration 18Q: 3 clusters Score -6881166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -6881181.000000 Penalty: 5232.131348
	Iteration 19Q: 3 clusters Score -6881181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -6881188.500000 Penalty: 5232.131348
	Iteration 20F: 3 clusters Score -6881188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -6881181.000000 Penalty: 5232.131348
	Iteration 21Q: 3 clusters Score -6881181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -6881191.500000 Penalty: 5232.131348
	Iteration 22Q: 3 clusters Score -6881192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -6881187.000000 Penalty: 5232.131348
	Iteration 23Q: 3 clusters Score -6881187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6881188.500000 Penalty: 5232.131348
	Iteration 24Q: 3 clusters Score -6881188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6881188.500000 Penalty: 5232.131348
	Iteration 25F: 3 clusters Score -6881188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2579673.500000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2579674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2568807.500000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2568808 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2572851.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2572851 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2573712.000000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2573712 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2574508.750000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -2574509 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2575278.000000 Penalty: 4775.649902
	Iteration 4F: 3 clusters Score -2575278 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2575955.500000 Penalty: 4775.649902
	Iteration 5F: 3 clusters Score -2575956 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2576562.250000 Penalty: 4775.649902
	Iteration 6F: 3 clusters Score -2576562 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2577029.750000 Penalty: 4775.649902
	Iteration 7F: 3 clusters Score -2577030 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2577313.500000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -2577314 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2577507.500000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -2577508 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2577636.000000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2577636 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2577698.000000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -2577698 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2577760.000000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -2577760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2577794.750000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2577795 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2577837.000000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2577837 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2577860.500000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2577860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2577885.000000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2577885 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2577915.750000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2577916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2577931.500000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2577932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2577949.750000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2577950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2577975.250000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2577975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2577976.500000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2577976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2577990.000000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2577990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2578003.250000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2578003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2578015.000000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2578015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2578021.250000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -2578021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2578032.250000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -2578032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2578030.750000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -2578031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2578036.500000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2578036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2578044.000000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -2578044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2578047.250000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -2578047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2578050.750000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2578051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2578052.000000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2578052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2578051.750000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -2578052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2578049.000000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2578049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2578055.000000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -2578055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2578057.750000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2578058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2578063.000000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -2578063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2578052.000000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -2578052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2578055.000000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -2578055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2578054.500000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -2578054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2578061.750000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2578062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2578062.750000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2578063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2578065.000000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2578065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2578067.500000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -2578068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2578068.500000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2578068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2578064.500000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -2578064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2578070.500000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -2578070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2578068.750000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -2578069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2578065.750000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -2578066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2578070.000000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -2578070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2578070.000000 Penalty: 4775.649902
	Iteration 51F: 3 clusters Score -2578070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -715915.000000 Penalty: 2078.296387
	Iteration 0F: 2 clusters Score -715915 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 2122 members 
Entering Unmasked Estep 
Score: -711844.812500 Penalty: 4156.592773
	Iteration 0F: 3 clusters Score -711844.8 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -713073.812500 Penalty: 4156.592773
	Iteration 1F: 3 clusters Score -713073.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -713556.062500 Penalty: 4156.592773
	Iteration 2F: 3 clusters Score -713556.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -713883.250000 Penalty: 4156.592773
	Iteration 3F: 3 clusters Score -713883.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -714100.875000 Penalty: 4156.592773
	Iteration 4F: 3 clusters Score -714100.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -714280.312500 Penalty: 4156.592773
	Iteration 5Q: 3 clusters Score -714280.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -714434.500000 Penalty: 4156.592773
	Iteration 6Q: 3 clusters Score -714434.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -714563.625000 Penalty: 4156.592773
	Iteration 7Q: 3 clusters Score -714563.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -714665.000000 Penalty: 4156.592773
	Iteration 8Q: 3 clusters Score -714665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -714746.250000 Penalty: 4156.592773
	Iteration 9Q: 3 clusters Score -714746.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714810.812500 Penalty: 4156.592773
	Iteration 10Q: 3 clusters Score -714810.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -714870.562500 Penalty: 4156.592773
	Iteration 11Q: 3 clusters Score -714870.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -714919.250000 Penalty: 4156.592773
	Iteration 12Q: 3 clusters Score -714919.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -714959.000000 Penalty: 4156.592773
	Iteration 13Q: 3 clusters Score -714959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -714986.750000 Penalty: 4156.592773
	Iteration 14Q: 3 clusters Score -714986.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -715007.125000 Penalty: 4156.592773
	Iteration 15Q: 3 clusters Score -715007.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -715030.750000 Penalty: 4156.592773
	Iteration 16Q: 3 clusters Score -715030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -715051.562500 Penalty: 4156.592773
	Iteration 17Q: 3 clusters Score -715051.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -715066.812500 Penalty: 4156.592773
	Iteration 18Q: 3 clusters Score -715066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -715080.625000 Penalty: 4156.592773
	Iteration 19Q: 3 clusters Score -715080.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -715097.250000 Penalty: 4156.592773
	Iteration 20F: 3 clusters Score -715097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -715113.875000 Penalty: 4156.592773
	Iteration 21Q: 3 clusters Score -715113.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -715131.687500 Penalty: 4156.592773
	Iteration 22Q: 3 clusters Score -715131.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -715148.500000 Penalty: 4156.592773
	Iteration 23Q: 3 clusters Score -715148.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -715160.500000 Penalty: 4156.592773
	Iteration 24Q: 3 clusters Score -715160.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -715173.250000 Penalty: 4156.592773
	Iteration 25Q: 3 clusters Score -715173.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -715188.625000 Penalty: 4156.592773
	Iteration 26Q: 3 clusters Score -715188.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -715203.562500 Penalty: 4156.592773
	Iteration 27Q: 3 clusters Score -715203.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -715215.562500 Penalty: 4156.592773
	Iteration 28Q: 3 clusters Score -715215.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -715227.625000 Penalty: 4156.592773
	Iteration 29Q: 3 clusters Score -715227.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -715240.000000 Penalty: 4156.592773
	Iteration 30Q: 3 clusters Score -715240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -715258.375000 Penalty: 4156.592773
	Iteration 31Q: 3 clusters Score -715258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -715275.250000 Penalty: 4156.592773
	Iteration 32Q: 3 clusters Score -715275.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -715287.562500 Penalty: 4156.592773
	Iteration 33Q: 3 clusters Score -715287.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -715297.250000 Penalty: 4156.592773
	Iteration 34Q: 3 clusters Score -715297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -715310.750000 Penalty: 4156.592773
	Iteration 35Q: 3 clusters Score -715310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -715321.000000 Penalty: 4156.592773
	Iteration 36Q: 3 clusters Score -715321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -715333.062500 Penalty: 4156.592773
	Iteration 37Q: 3 clusters Score -715333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -715338.875000 Penalty: 4156.592773
	Iteration 38Q: 3 clusters Score -715338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -715342.937500 Penalty: 4156.592773
	Iteration 39Q: 3 clusters Score -715342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -715348.625000 Penalty: 4156.592773
	Iteration 40F: 3 clusters Score -715348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -715356.500000 Penalty: 4156.592773
	Iteration 41Q: 3 clusters Score -715356.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -715380.000000 Penalty: 4156.592773
	Iteration 42Q: 3 clusters Score -715380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -715418.875000 Penalty: 4156.592773
	Iteration 43Q: 3 clusters Score -715418.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -715473.500000 Penalty: 4156.592773
	Iteration 44Q: 3 clusters Score -715473.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -715538.375000 Penalty: 4156.592773
	Iteration 45Q: 3 clusters Score -715538.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -715631.125000 Penalty: 4156.592773
	Iteration 46Q: 3 clusters Score -715631.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -715720.750000 Penalty: 4156.592773
	Iteration 47Q: 3 clusters Score -715720.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -715811.750000 Penalty: 4156.592773
	Iteration 48Q: 3 clusters Score -715811.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -715857.062500 Penalty: 4156.592773
	Iteration 49Q: 3 clusters Score -715857.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -715887.250000 Penalty: 4156.592773
	Iteration 50Q: 3 clusters Score -715887.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -715905.750000 Penalty: 4156.592773
	Iteration 51Q: 3 clusters Score -715905.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -715915.500000 Penalty: 4156.592773
	Iteration 52Q: 3 clusters Score -715915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -715918.187500 Penalty: 4156.592773
	Iteration 53Q: 3 clusters Score -715918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -715921.250000 Penalty: 4156.592773
	Iteration 54Q: 3 clusters Score -715921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -715925.375000 Penalty: 4156.592773
	Iteration 55Q: 3 clusters Score -715925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -715927.437500 Penalty: 4156.592773
	Iteration 56Q: 3 clusters Score -715927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -715928.937500 Penalty: 4156.592773
	Iteration 57Q: 3 clusters Score -715928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -715931.875000 Penalty: 4156.592773
	Iteration 58Q: 3 clusters Score -715931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -715933.875000 Penalty: 4156.592773
	Iteration 59Q: 3 clusters Score -715933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -715933.687500 Penalty: 4156.592773
	Iteration 60F: 3 clusters Score -715933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -715934.750000 Penalty: 4156.592773
	Iteration 61Q: 3 clusters Score -715934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -715934.750000 Penalty: 4156.592773
	Iteration 62F: 3 clusters Score -715934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2072 members 
Entering Unmasked Estep 
Score: -117282472.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117283824.000000 to -117282472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -158429.953125 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -158430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -156562.671875 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -156562.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -156799.968750 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -156800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -156862.187500 Penalty: 3378.377197
	Iteration 2Q: 3 clusters Score -156862.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -156884.640625 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -156884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -156905.265625 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -156905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -156930.343750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -156930.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -156942.593750 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -156942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -156949.312500 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -156949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -156961.828125 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -156961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -156970.890625 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -156970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -156973.031250 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -156973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -156975.093750 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -156975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -156976.796875 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -156976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156978.015625 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -156978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156984.171875 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -156984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156989.328125 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -156989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156990.812500 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -156990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156990.812500 Penalty: 3378.377197
	Iteration 17F: 3 clusters Score -156990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Entering Unmasked Estep 
Score: -5893327.000000 Penalty: 2580.722900
	Iteration 0F: 2 clusters Score -5893327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5871187.000000 Penalty: 5161.445801
	Iteration 0F: 3 clusters Score -5871187 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5879277.000000 Penalty: 5161.445801
	Iteration 1F: 3 clusters Score -5879277 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5880060.000000 Penalty: 5161.445801
	Iteration 2F: 3 clusters Score -5880060 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5880889.500000 Penalty: 5161.445801
	Iteration 3F: 3 clusters Score -5880890 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5881785.000000 Penalty: 5161.445801
	Iteration 4F: 3 clusters Score -5881785 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5882768.000000 Penalty: 5161.445801
	Iteration 5F: 3 clusters Score -5882768 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5883868.000000 Penalty: 5161.445801
	Iteration 6F: 3 clusters Score -5883868 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -5884981.500000 Penalty: 5161.445801
	Iteration 7F: 3 clusters Score -5884982 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5886008.000000 Penalty: 5161.445801
	Iteration 8Q: 3 clusters Score -5886008 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5887029.000000 Penalty: 5161.445801
	Iteration 9Q: 3 clusters Score -5887029 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5888075.500000 Penalty: 5161.445801
	Iteration 10Q: 3 clusters Score -5888076 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5889029.000000 Penalty: 5161.445801
	Iteration 11Q: 3 clusters Score -5889029 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5889769.000000 Penalty: 5161.445801
	Iteration 12Q: 3 clusters Score -5889769 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5890246.000000 Penalty: 5161.445801
	Iteration 13Q: 3 clusters Score -5890246 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5890611.500000 Penalty: 5161.445801
	Iteration 14Q: 3 clusters Score -5890612 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5890787.000000 Penalty: 5161.445801
	Iteration 15Q: 3 clusters Score -5890787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5890894.000000 Penalty: 5161.445801
	Iteration 16Q: 3 clusters Score -5890894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -5890989.000000 Penalty: 5161.445801
	Iteration 17Q: 3 clusters Score -5890989 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -5891032.500000 Penalty: 5161.445801
	Iteration 18Q: 3 clusters Score -5891032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5891102.000000 Penalty: 5161.445801
	Iteration 19Q: 3 clusters Score -5891102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5891139.000000 Penalty: 5161.445801
	Iteration 20F: 3 clusters Score -5891139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -5891175.000000 Penalty: 5161.445801
	Iteration 21Q: 3 clusters Score -5891175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -5891198.000000 Penalty: 5161.445801
	Iteration 22Q: 3 clusters Score -5891198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5891226.000000 Penalty: 5161.445801
	Iteration 23Q: 3 clusters Score -5891226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5891246.500000 Penalty: 5161.445801
	Iteration 24Q: 3 clusters Score -5891246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -5891244.000000 Penalty: 5161.445801
	Iteration 25Q: 3 clusters Score -5891244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -5891243.000000 Penalty: 5161.445801
	Iteration 26Q: 3 clusters Score -5891243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5891244.500000 Penalty: 5161.445801
	Iteration 27Q: 3 clusters Score -5891244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -5891247.500000 Penalty: 5161.445801
	Iteration 28Q: 3 clusters Score -5891248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5891253.000000 Penalty: 5161.445801
	Iteration 29Q: 3 clusters Score -5891253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -5891248.000000 Penalty: 5161.445801
	Iteration 30Q: 3 clusters Score -5891248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -5891260.000000 Penalty: 5161.445801
	Iteration 31Q: 3 clusters Score -5891260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5891257.500000 Penalty: 5161.445801
	Iteration 32Q: 3 clusters Score -5891258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5891267.500000 Penalty: 5161.445801
	Iteration 33Q: 3 clusters Score -5891268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5891277.500000 Penalty: 5161.445801
	Iteration 34Q: 3 clusters Score -5891278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -5891283.500000 Penalty: 5161.445801
	Iteration 35Q: 3 clusters Score -5891284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -5891289.500000 Penalty: 5161.445801
	Iteration 36Q: 3 clusters Score -5891290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -5891302.500000 Penalty: 5161.445801
	Iteration 37Q: 3 clusters Score -5891302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -5891297.500000 Penalty: 5161.445801
	Iteration 38Q: 3 clusters Score -5891298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -5891304.000000 Penalty: 5161.445801
	Iteration 39Q: 3 clusters Score -5891304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5891301.000000 Penalty: 5161.445801
	Iteration 40F: 3 clusters Score -5891301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -864117.437500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -864117.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -859536.312500 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -859536.3 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -861161.500000 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -861161.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -861806.812500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -861806.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -862319.125000 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -862319.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -862696.187500 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -862696.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -863005.312500 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -863005.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -863204.875000 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -863204.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -863299.875000 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -863299.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -863364.687500 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -863364.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -863438.562500 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -863438.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -863496.125000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -863496.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -863534.750000 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -863534.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -863577.875000 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -863577.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -863632.937500 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -863632.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -863683.000000 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -863683 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -863745.562500 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -863745.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -863796.750000 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -863796.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -863848.375000 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -863848.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -863888.437500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -863888.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -863924.625000 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -863924.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -863964.625000 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -863964.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -863996.500000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -863996.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -864019.125000 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -864019.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -864044.937500 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -864044.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -864064.937500 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -864064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -864076.125000 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -864076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -864082.562500 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -864082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -864093.312500 Penalty: 4257.529785
	Iteration 27Q: 3 clusters Score -864093.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -864110.437500 Penalty: 4257.529785
	Iteration 28Q: 3 clusters Score -864110.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -864119.562500 Penalty: 4257.529785
	Iteration 29Q: 3 clusters Score -864119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -864132.312500 Penalty: 4257.529785
	Iteration 30Q: 3 clusters Score -864132.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -864150.437500 Penalty: 4257.529785
	Iteration 31Q: 3 clusters Score -864150.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -864172.812500 Penalty: 4257.529785
	Iteration 32Q: 3 clusters Score -864172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -864196.250000 Penalty: 4257.529785
	Iteration 33Q: 3 clusters Score -864196.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -864207.562500 Penalty: 4257.529785
	Iteration 34Q: 3 clusters Score -864207.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -864222.812500 Penalty: 4257.529785
	Iteration 35Q: 3 clusters Score -864222.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -864242.937500 Penalty: 4257.529785
	Iteration 36Q: 3 clusters Score -864242.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -864267.062500 Penalty: 4257.529785
	Iteration 37Q: 3 clusters Score -864267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -864283.312500 Penalty: 4257.529785
	Iteration 38Q: 3 clusters Score -864283.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -864294.750000 Penalty: 4257.529785
	Iteration 39Q: 3 clusters Score -864294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -864301.187500 Penalty: 4257.529785
	Iteration 40F: 3 clusters Score -864301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -864303.500000 Penalty: 4257.529785
	Iteration 41Q: 3 clusters Score -864303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -864307.437500 Penalty: 4257.529785
	Iteration 42Q: 3 clusters Score -864307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -864306.062500 Penalty: 4257.529785
	Iteration 43Q: 3 clusters Score -864306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -864307.562500 Penalty: 4257.529785
	Iteration 44Q: 3 clusters Score -864307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -864308.437500 Penalty: 4257.529785
	Iteration 45Q: 3 clusters Score -864308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -864307.875000 Penalty: 4257.529785
	Iteration 46Q: 3 clusters Score -864307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -864309.312500 Penalty: 4257.529785
	Iteration 47Q: 3 clusters Score -864309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -864308.500000 Penalty: 4257.529785
	Iteration 48Q: 3 clusters Score -864308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -864309.187500 Penalty: 4257.529785
	Iteration 49Q: 3 clusters Score -864309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -864309.125000 Penalty: 4257.529785
	Iteration 50Q: 3 clusters Score -864309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -864309.625000 Penalty: 4257.529785
	Iteration 51Q: 3 clusters Score -864309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -864311.000000 Penalty: 4257.529785
	Iteration 52Q: 3 clusters Score -864311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -864311.375000 Penalty: 4257.529785
	Iteration 53Q: 3 clusters Score -864311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -864310.750000 Penalty: 4257.529785
	Iteration 54Q: 3 clusters Score -864310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -864314.062500 Penalty: 4257.529785
	Iteration 55Q: 3 clusters Score -864314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -864314.062500 Penalty: 4257.529785
	Iteration 56F: 3 clusters Score -864314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2449 members 
Entering Unmasked Estep 
Score: -117282944.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117283824.000000 to -117282944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49035.679688 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49035.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49494.984375 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49494.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49777.484375 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49777.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49881.562500 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -49881.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49928.257812 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -49928.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49997.437500 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -49997.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50023.710938 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -50023.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50038.281250 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -50038.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50046.710938 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -50046.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50046.710938 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -50046.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -490318.406250 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -490318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -487159.625000 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -487159.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -487790.843750 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -487790.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -487934.875000 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -487934.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -488045.031250 Penalty: 3952.629883
	Iteration 3Q: 3 clusters Score -488045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -488153.500000 Penalty: 3952.629883
	Iteration 4Q: 3 clusters Score -488153.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -488250.437500 Penalty: 3952.629883
	Iteration 5Q: 3 clusters Score -488250.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -488360.750000 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -488360.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -488449.500000 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -488449.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -488514.406250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -488514.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -488567.250000 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -488567.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -488618.218750 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -488618.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -488665.375000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -488665.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -488714.000000 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -488714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -488768.937500 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -488768.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -488814.937500 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -488814.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -488855.375000 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -488855.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -488886.843750 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -488886.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -488911.406250 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -488911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -488926.218750 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -488926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -488936.718750 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -488936.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -488946.468750 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -488946.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -488956.187500 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -488956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -488959.843750 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -488959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -488966.500000 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -488966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -488973.250000 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -488973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -488980.093750 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -488980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -488985.937500 Penalty: 3952.629883
	Iteration 26Q: 3 clusters Score -488985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -488988.906250 Penalty: 3952.629883
	Iteration 27Q: 3 clusters Score -488988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -488990.500000 Penalty: 3952.629883
	Iteration 28Q: 3 clusters Score -488990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -488990.531250 Penalty: 3952.629883
	Iteration 29Q: 3 clusters Score -488990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -488990.531250 Penalty: 3952.629883
	Iteration 30F: 3 clusters Score -488990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -71849.000000 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -71849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70423.031250 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -70423.03 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70610.632812 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -70610.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70690.375000 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -70690.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70800.476562 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -70800.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70885.328125 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -70885.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -70937.359375 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -70937.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70992.609375 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -70992.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -71038.140625 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -71038.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71061.492188 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -71061.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -71109.523438 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -71109.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71172.250000 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -71172.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -71228.679688 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -71228.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71274.156250 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -71274.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -71354.867188 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -71354.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71383.585938 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -71383.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71414.718750 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -71414.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71415.742188 Penalty: 3048.579346
	Iteration 16F: 3 clusters Score -71415.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71424.445312 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -71424.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71424.445312 Penalty: 3048.579346
	Iteration 18F: 3 clusters Score -71424.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -40632.449219 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -40632.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39417.566406 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -39417.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39677.332031 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -39677.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39746.621094 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -39746.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39809.382812 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -39809.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39853.921875 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -39853.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39909.199219 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -39909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39949.722656 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -39949.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39958.496094 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -39958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -39959.414062 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -39959.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -39959.414062 Penalty: 2876.350098
	Iteration 9F: 3 clusters Score -39959.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -2091967.250000 Penalty: 2328.074707
	Iteration 0F: 2 clusters Score -2091967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2083047.375000 Penalty: 4656.149414
	Iteration 0F: 3 clusters Score -2083047 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2085759.375000 Penalty: 4656.149414
	Iteration 1F: 3 clusters Score -2085759 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2086163.500000 Penalty: 4656.149414
	Iteration 2F: 3 clusters Score -2086164 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2086474.125000 Penalty: 4656.149414
	Iteration 3F: 3 clusters Score -2086474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2086730.375000 Penalty: 4656.149414
	Iteration 4Q: 3 clusters Score -2086730 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2086952.875000 Penalty: 4656.149414
	Iteration 5Q: 3 clusters Score -2086953 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2087144.375000 Penalty: 4656.149414
	Iteration 6Q: 3 clusters Score -2087144 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2087323.000000 Penalty: 4656.149414
	Iteration 7Q: 3 clusters Score -2087323 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2087505.000000 Penalty: 4656.149414
	Iteration 8Q: 3 clusters Score -2087505 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2087698.500000 Penalty: 4656.149414
	Iteration 9Q: 3 clusters Score -2087698 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2087882.875000 Penalty: 4656.149414
	Iteration 10Q: 3 clusters Score -2087883 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2088074.000000 Penalty: 4656.149414
	Iteration 11Q: 3 clusters Score -2088074 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2088252.750000 Penalty: 4656.149414
	Iteration 12Q: 3 clusters Score -2088253 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2088448.875000 Penalty: 4656.149414
	Iteration 13Q: 3 clusters Score -2088449 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2088654.125000 Penalty: 4656.149414
	Iteration 14Q: 3 clusters Score -2088654 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2088847.000000 Penalty: 4656.149414
	Iteration 15Q: 3 clusters Score -2088847 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2089015.625000 Penalty: 4656.149414
	Iteration 16Q: 3 clusters Score -2089016 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2089164.500000 Penalty: 4656.149414
	Iteration 17Q: 3 clusters Score -2089164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2089315.125000 Penalty: 4656.149414
	Iteration 18Q: 3 clusters Score -2089315 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2089446.250000 Penalty: 4656.149414
	Iteration 19Q: 3 clusters Score -2089446 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2089540.500000 Penalty: 4656.149414
	Iteration 20F: 3 clusters Score -2089540 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2089631.875000 Penalty: 4656.149414
	Iteration 21Q: 3 clusters Score -2089632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2089711.125000 Penalty: 4656.149414
	Iteration 22Q: 3 clusters Score -2089711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2089777.000000 Penalty: 4656.149414
	Iteration 23Q: 3 clusters Score -2089777 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2089824.250000 Penalty: 4656.149414
	Iteration 24Q: 3 clusters Score -2089824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2089856.250000 Penalty: 4656.149414
	Iteration 25Q: 3 clusters Score -2089856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2089890.375000 Penalty: 4656.149414
	Iteration 26Q: 3 clusters Score -2089890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2089911.000000 Penalty: 4656.149414
	Iteration 27Q: 3 clusters Score -2089911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2089929.625000 Penalty: 4656.149414
	Iteration 28Q: 3 clusters Score -2089930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2089952.000000 Penalty: 4656.149414
	Iteration 29Q: 3 clusters Score -2089952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2089977.000000 Penalty: 4656.149414
	Iteration 30Q: 3 clusters Score -2089977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2089998.375000 Penalty: 4656.149414
	Iteration 31Q: 3 clusters Score -2089998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2090015.500000 Penalty: 4656.149414
	Iteration 32Q: 3 clusters Score -2090016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2090022.875000 Penalty: 4656.149414
	Iteration 33Q: 3 clusters Score -2090023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2090025.500000 Penalty: 4656.149414
	Iteration 34Q: 3 clusters Score -2090026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2090027.625000 Penalty: 4656.149414
	Iteration 35Q: 3 clusters Score -2090028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2090038.000000 Penalty: 4656.149414
	Iteration 36Q: 3 clusters Score -2090038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2090043.500000 Penalty: 4656.149414
	Iteration 37Q: 3 clusters Score -2090044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2090046.625000 Penalty: 4656.149414
	Iteration 38Q: 3 clusters Score -2090047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2090050.375000 Penalty: 4656.149414
	Iteration 39Q: 3 clusters Score -2090050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2090057.625000 Penalty: 4656.149414
	Iteration 40F: 3 clusters Score -2090058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2090069.625000 Penalty: 4656.149414
	Iteration 41Q: 3 clusters Score -2090070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2090067.750000 Penalty: 4656.149414
	Iteration 42Q: 3 clusters Score -2090068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2090076.875000 Penalty: 4656.149414
	Iteration 43Q: 3 clusters Score -2090077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2090078.250000 Penalty: 4656.149414
	Iteration 44Q: 3 clusters Score -2090078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2090080.625000 Penalty: 4656.149414
	Iteration 45Q: 3 clusters Score -2090081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2090082.625000 Penalty: 4656.149414
	Iteration 46Q: 3 clusters Score -2090083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2090082.500000 Penalty: 4656.149414
	Iteration 47Q: 3 clusters Score -2090082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2090082.875000 Penalty: 4656.149414
	Iteration 48Q: 3 clusters Score -2090083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2090086.250000 Penalty: 4656.149414
	Iteration 49Q: 3 clusters Score -2090086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2090082.875000 Penalty: 4656.149414
	Iteration 50Q: 3 clusters Score -2090083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2090081.125000 Penalty: 4656.149414
	Iteration 51Q: 3 clusters Score -2090081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2090080.125000 Penalty: 4656.149414
	Iteration 52Q: 3 clusters Score -2090080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2090081.625000 Penalty: 4656.149414
	Iteration 53Q: 3 clusters Score -2090082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2090081.625000 Penalty: 4656.149414
	Iteration 54Q: 3 clusters Score -2090082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2090084.125000 Penalty: 4656.149414
	Iteration 55Q: 3 clusters Score -2090084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2090083.000000 Penalty: 4656.149414
	Iteration 56Q: 3 clusters Score -2090083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2090084.125000 Penalty: 4656.149414
	Iteration 57Q: 3 clusters Score -2090084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2090084.000000 Penalty: 4656.149414
	Iteration 58Q: 3 clusters Score -2090084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2090087.750000 Penalty: 4656.149414
	Iteration 59Q: 3 clusters Score -2090088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2090091.500000 Penalty: 4656.149414
	Iteration 60F: 3 clusters Score -2090092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2090094.625000 Penalty: 4656.149414
	Iteration 61Q: 3 clusters Score -2090095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2090097.625000 Penalty: 4656.149414
	Iteration 62Q: 3 clusters Score -2090098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2090096.625000 Penalty: 4656.149414
	Iteration 63Q: 3 clusters Score -2090097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2090098.375000 Penalty: 4656.149414
	Iteration 64Q: 3 clusters Score -2090098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2090098.375000 Penalty: 4656.149414
	Iteration 65F: 3 clusters Score -2090098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1756183.625000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1756184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1748440.125000 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1748440 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1750731.125000 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1750731 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1751108.375000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1751108 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1751472.875000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1751473 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1751823.125000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1751823 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1752151.625000 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -1752152 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1752492.500000 Penalty: 4571.345215
	Iteration 6Q: 3 clusters Score -1752492 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1752868.250000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -1752868 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1753263.750000 Penalty: 4571.345215
	Iteration 8F: 3 clusters Score -1753264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1753591.250000 Penalty: 4571.345215
	Iteration 9F: 3 clusters Score -1753591 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1753867.875000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1753868 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1754075.000000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1754075 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1754203.250000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1754203 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1754284.875000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1754285 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1754346.375000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1754346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1754384.125000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1754384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1754421.625000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1754422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1754459.750000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1754460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1754485.625000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1754486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1754512.250000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1754512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1754529.250000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1754529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1754548.000000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1754548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1754561.125000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1754561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1754573.625000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1754574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1754585.750000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1754586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1754596.625000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1754597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1754609.000000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1754609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1754618.875000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1754619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1754631.500000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1754632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1754638.500000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1754638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1754651.250000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1754651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1754659.500000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1754660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1754680.000000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1754680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1754700.250000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1754700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1754720.125000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1754720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1754744.625000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1754745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1754761.625000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1754762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1754791.625000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1754792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1754818.875000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1754819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1754848.750000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1754849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1754883.125000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1754883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1754907.375000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1754907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1754924.750000 Penalty: 4571.345215
	Iteration 42Q: 3 clusters Score -1754925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1754944.375000 Penalty: 4571.345215
	Iteration 43Q: 3 clusters Score -1754944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1754973.875000 Penalty: 4571.345215
	Iteration 44Q: 3 clusters Score -1754974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1754987.125000 Penalty: 4571.345215
	Iteration 45Q: 3 clusters Score -1754987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1754997.500000 Penalty: 4571.345215
	Iteration 46Q: 3 clusters Score -1754998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1755009.500000 Penalty: 4571.345215
	Iteration 47Q: 3 clusters Score -1755010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1755023.375000 Penalty: 4571.345215
	Iteration 48Q: 3 clusters Score -1755023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1755028.875000 Penalty: 4571.345215
	Iteration 49Q: 3 clusters Score -1755029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1755032.375000 Penalty: 4571.345215
	Iteration 50Q: 3 clusters Score -1755032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1755037.750000 Penalty: 4571.345215
	Iteration 51Q: 3 clusters Score -1755038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1755038.750000 Penalty: 4571.345215
	Iteration 52Q: 3 clusters Score -1755039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1755041.125000 Penalty: 4571.345215
	Iteration 53Q: 3 clusters Score -1755041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1755039.875000 Penalty: 4571.345215
	Iteration 54Q: 3 clusters Score -1755040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1755039.875000 Penalty: 4571.345215
	Iteration 55Q: 3 clusters Score -1755040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1755039.625000 Penalty: 4571.345215
	Iteration 56Q: 3 clusters Score -1755040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1755040.750000 Penalty: 4571.345215
	Iteration 57Q: 3 clusters Score -1755041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1755042.125000 Penalty: 4571.345215
	Iteration 58Q: 3 clusters Score -1755042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1755040.875000 Penalty: 4571.345215
	Iteration 59Q: 3 clusters Score -1755041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1755040.625000 Penalty: 4571.345215
	Iteration 60F: 3 clusters Score -1755041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1755041.125000 Penalty: 4571.345215
	Iteration 61Q: 3 clusters Score -1755041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1755040.750000 Penalty: 4571.345215
	Iteration 62Q: 3 clusters Score -1755041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1755040.375000 Penalty: 4571.345215
	Iteration 63Q: 3 clusters Score -1755040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1755041.000000 Penalty: 4571.345215
	Iteration 64Q: 3 clusters Score -1755041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1755041.125000 Penalty: 4571.345215
	Iteration 65Q: 3 clusters Score -1755041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1755041.125000 Penalty: 4571.345215
	Iteration 66F: 3 clusters Score -1755041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1952674.875000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1952675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1944361.125000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1944361 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1946877.125000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1946877 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1947283.625000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1947284 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1947675.875000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1947676 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1948074.750000 Penalty: 4623.609375
	Iteration 4F: 3 clusters Score -1948075 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1948431.375000 Penalty: 4623.609375
	Iteration 5F: 3 clusters Score -1948431 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1948806.250000 Penalty: 4623.609375
	Iteration 6F: 3 clusters Score -1948806 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1949317.000000 Penalty: 4623.609375
	Iteration 7F: 3 clusters Score -1949317 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1950038.250000 Penalty: 4623.609375
	Iteration 8F: 3 clusters Score -1950038 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1950791.625000 Penalty: 4623.609375
	Iteration 9F: 3 clusters Score -1950792 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1951358.875000 Penalty: 4623.609375
	Iteration 10F: 3 clusters Score -1951359 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1951716.750000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1951717 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1951913.250000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1951913 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1952049.250000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1952049 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1952152.125000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1952152 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1952241.375000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1952241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1952322.375000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1952322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1952368.500000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1952368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1952400.125000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1952400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1952434.000000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1952434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1952471.625000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1952472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1952511.500000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1952512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1952551.750000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1952552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1952570.875000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1952571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1952612.250000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1952612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1952643.625000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1952644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1952668.500000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1952668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1952708.875000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1952709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1952736.500000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1952736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1952767.375000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1952767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1952775.500000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1952776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1952788.250000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1952788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1952795.875000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1952796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1952804.500000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1952804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1952808.125000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1952808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1952819.125000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1952819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1952820.625000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1952821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1952828.125000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1952828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1952831.000000 Penalty: 4623.609375
	Iteration 38Q: 3 clusters Score -1952831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1952838.125000 Penalty: 4623.609375
	Iteration 39Q: 3 clusters Score -1952838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1952839.375000 Penalty: 4623.609375
	Iteration 40F: 3 clusters Score -1952839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1952854.750000 Penalty: 4623.609375
	Iteration 41Q: 3 clusters Score -1952855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1952859.375000 Penalty: 4623.609375
	Iteration 42Q: 3 clusters Score -1952859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1952860.125000 Penalty: 4623.609375
	Iteration 43Q: 3 clusters Score -1952860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1952866.750000 Penalty: 4623.609375
	Iteration 44Q: 3 clusters Score -1952867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1952872.625000 Penalty: 4623.609375
	Iteration 45Q: 3 clusters Score -1952873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1952880.125000 Penalty: 4623.609375
	Iteration 46Q: 3 clusters Score -1952880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1952886.000000 Penalty: 4623.609375
	Iteration 47Q: 3 clusters Score -1952886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1952890.500000 Penalty: 4623.609375
	Iteration 48Q: 3 clusters Score -1952890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1952905.125000 Penalty: 4623.609375
	Iteration 49Q: 3 clusters Score -1952905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1952906.250000 Penalty: 4623.609375
	Iteration 50Q: 3 clusters Score -1952906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1952907.125000 Penalty: 4623.609375
	Iteration 51Q: 3 clusters Score -1952907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1952913.375000 Penalty: 4623.609375
	Iteration 52Q: 3 clusters Score -1952913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1952915.875000 Penalty: 4623.609375
	Iteration 53Q: 3 clusters Score -1952916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1952915.250000 Penalty: 4623.609375
	Iteration 54Q: 3 clusters Score -1952915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1952915.250000 Penalty: 4623.609375
	Iteration 55Q: 3 clusters Score -1952915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1952919.000000 Penalty: 4623.609375
	Iteration 56Q: 3 clusters Score -1952919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1952918.250000 Penalty: 4623.609375
	Iteration 57Q: 3 clusters Score -1952918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1952918.000000 Penalty: 4623.609375
	Iteration 58Q: 3 clusters Score -1952918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1952920.750000 Penalty: 4623.609375
	Iteration 59Q: 3 clusters Score -1952921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1952920.125000 Penalty: 4623.609375
	Iteration 60F: 3 clusters Score -1952920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1952922.375000 Penalty: 4623.609375
	Iteration 61Q: 3 clusters Score -1952922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1952925.125000 Penalty: 4623.609375
	Iteration 62Q: 3 clusters Score -1952925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1952922.375000 Penalty: 4623.609375
	Iteration 63Q: 3 clusters Score -1952922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1952922.750000 Penalty: 4623.609375
	Iteration 64Q: 3 clusters Score -1952923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1952922.000000 Penalty: 4623.609375
	Iteration 65Q: 3 clusters Score -1952922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1952926.375000 Penalty: 4623.609375
	Iteration 66Q: 3 clusters Score -1952926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1952927.375000 Penalty: 4623.609375
	Iteration 67Q: 3 clusters Score -1952927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1952927.250000 Penalty: 4623.609375
	Iteration 68Q: 3 clusters Score -1952927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1952930.250000 Penalty: 4623.609375
	Iteration 69Q: 3 clusters Score -1952930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1952928.250000 Penalty: 4623.609375
	Iteration 70Q: 3 clusters Score -1952928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1952928.500000 Penalty: 4623.609375
	Iteration 71Q: 3 clusters Score -1952928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1952928.875000 Penalty: 4623.609375
	Iteration 72Q: 3 clusters Score -1952929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1952930.375000 Penalty: 4623.609375
	Iteration 73Q: 3 clusters Score -1952930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1952931.125000 Penalty: 4623.609375
	Iteration 74Q: 3 clusters Score -1952931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1952930.625000 Penalty: 4623.609375
	Iteration 75Q: 3 clusters Score -1952931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1952930.625000 Penalty: 4623.609375
	Iteration 76Q: 3 clusters Score -1952931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1952931.375000 Penalty: 4623.609375
	Iteration 77Q: 3 clusters Score -1952931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1952928.000000 Penalty: 4623.609375
	Iteration 78Q: 3 clusters Score -1952928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1952929.500000 Penalty: 4623.609375
	Iteration 79Q: 3 clusters Score -1952930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1952931.375000 Penalty: 4623.609375
	Iteration 80F: 3 clusters Score -1952931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1952931.625000 Penalty: 4623.609375
	Iteration 81Q: 3 clusters Score -1952932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1952933.000000 Penalty: 4623.609375
	Iteration 82Q: 3 clusters Score -1952933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1952937.250000 Penalty: 4623.609375
	Iteration 83Q: 3 clusters Score -1952937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1952933.250000 Penalty: 4623.609375
	Iteration 84Q: 3 clusters Score -1952933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1952933.000000 Penalty: 4623.609375
	Iteration 85Q: 3 clusters Score -1952933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1952932.125000 Penalty: 4623.609375
	Iteration 86Q: 3 clusters Score -1952932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1952933.875000 Penalty: 4623.609375
	Iteration 87Q: 3 clusters Score -1952934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1952933.875000 Penalty: 4623.609375
	Iteration 88Q: 3 clusters Score -1952934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1952941.125000 Penalty: 4623.609375
	Iteration 89Q: 3 clusters Score -1952941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1952943.500000 Penalty: 4623.609375
	Iteration 90Q: 3 clusters Score -1952944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1952938.500000 Penalty: 4623.609375
	Iteration 91Q: 3 clusters Score -1952938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1952941.125000 Penalty: 4623.609375
	Iteration 92Q: 3 clusters Score -1952941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1952944.750000 Penalty: 4623.609375
	Iteration 93Q: 3 clusters Score -1952945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1952945.625000 Penalty: 4623.609375
	Iteration 94Q: 3 clusters Score -1952946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1952947.875000 Penalty: 4623.609375
	Iteration 95Q: 3 clusters Score -1952948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1952944.625000 Penalty: 4623.609375
	Iteration 96Q: 3 clusters Score -1952945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1952949.250000 Penalty: 4623.609375
	Iteration 97Q: 3 clusters Score -1952949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1952953.625000 Penalty: 4623.609375
	Iteration 98Q: 3 clusters Score -1952954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1952954.250000 Penalty: 4623.609375
	Iteration 99Q: 3 clusters Score -1952954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1952951.625000 Penalty: 4623.609375
	Iteration 100F: 3 clusters Score -1952952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1952952.750000 Penalty: 4623.609375
	Iteration 101Q: 3 clusters Score -1952953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1952950.500000 Penalty: 4623.609375
	Iteration 102Q: 3 clusters Score -1952950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1952951.250000 Penalty: 4623.609375
	Iteration 103Q: 3 clusters Score -1952951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1952956.375000 Penalty: 4623.609375
	Iteration 104Q: 3 clusters Score -1952956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1952957.000000 Penalty: 4623.609375
	Iteration 105Q: 3 clusters Score -1952957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1952958.500000 Penalty: 4623.609375
	Iteration 106Q: 3 clusters Score -1952958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1952959.375000 Penalty: 4623.609375
	Iteration 107Q: 3 clusters Score -1952959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1952956.875000 Penalty: 4623.609375
	Iteration 108Q: 3 clusters Score -1952957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1952958.625000 Penalty: 4623.609375
	Iteration 109Q: 3 clusters Score -1952959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1952956.875000 Penalty: 4623.609375
	Iteration 110Q: 3 clusters Score -1952957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1952957.000000 Penalty: 4623.609375
	Iteration 111Q: 3 clusters Score -1952957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1952959.875000 Penalty: 4623.609375
	Iteration 112Q: 3 clusters Score -1952960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1952960.000000 Penalty: 4623.609375
	Iteration 113Q: 3 clusters Score -1952960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1952960.000000 Penalty: 4623.609375
	Iteration 114F: 3 clusters Score -1952960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 6135 members 
Entering Unmasked Estep 
Score: -117282768.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117283824.000000 to -117282768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Entering Unmasked Estep 
Score: -6326825.000000 Penalty: 2611.456787
	Iteration 0F: 2 clusters Score -6326825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6301835.000000 Penalty: 5222.913574
	Iteration 0F: 3 clusters Score -6301835 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -6311229.500000 Penalty: 5222.913574
	Iteration 1F: 3 clusters Score -6311230 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -6311902.000000 Penalty: 5222.913574
	Iteration 2F: 3 clusters Score -6311902 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -6312628.500000 Penalty: 5222.913574
	Iteration 3F: 3 clusters Score -6312628 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6313479.000000 Penalty: 5222.913574
	Iteration 4F: 3 clusters Score -6313479 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6314410.000000 Penalty: 5222.913574
	Iteration 5F: 3 clusters Score -6314410 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -6315442.000000 Penalty: 5222.913574
	Iteration 6F: 3 clusters Score -6315442 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -6316528.500000 Penalty: 5222.913574
	Iteration 7F: 3 clusters Score -6316528 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6317731.500000 Penalty: 5222.913574
	Iteration 8F: 3 clusters Score -6317732 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -6318843.000000 Penalty: 5222.913574
	Iteration 9Q: 3 clusters Score -6318843 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -6319683.000000 Penalty: 5222.913574
	Iteration 10Q: 3 clusters Score -6319683 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6320219.000000 Penalty: 5222.913574
	Iteration 11Q: 3 clusters Score -6320219 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6320529.000000 Penalty: 5222.913574
	Iteration 12Q: 3 clusters Score -6320529 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6320825.500000 Penalty: 5222.913574
	Iteration 13Q: 3 clusters Score -6320826 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6321013.500000 Penalty: 5222.913574
	Iteration 14Q: 3 clusters Score -6321014 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -6321232.000000 Penalty: 5222.913574
	Iteration 15Q: 3 clusters Score -6321232 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6321465.500000 Penalty: 5222.913574
	Iteration 16Q: 3 clusters Score -6321466 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6321679.500000 Penalty: 5222.913574
	Iteration 17Q: 3 clusters Score -6321680 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6321934.500000 Penalty: 5222.913574
	Iteration 18Q: 3 clusters Score -6321934 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6322203.000000 Penalty: 5222.913574
	Iteration 19Q: 3 clusters Score -6322203 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -6322480.500000 Penalty: 5222.913574
	Iteration 20F: 3 clusters Score -6322480 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6322833.500000 Penalty: 5222.913574
	Iteration 21Q: 3 clusters Score -6322834 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6323220.500000 Penalty: 5222.913574
	Iteration 22Q: 3 clusters Score -6323220 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6323551.500000 Penalty: 5222.913574
	Iteration 23Q: 3 clusters Score -6323552 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -6323763.500000 Penalty: 5222.913574
	Iteration 24Q: 3 clusters Score -6323764 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6324016.500000 Penalty: 5222.913574
	Iteration 25Q: 3 clusters Score -6324016 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -6324243.500000 Penalty: 5222.913574
	Iteration 26Q: 3 clusters Score -6324244 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -6324411.500000 Penalty: 5222.913574
	Iteration 27Q: 3 clusters Score -6324412 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6324576.000000 Penalty: 5222.913574
	Iteration 28Q: 3 clusters Score -6324576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6324708.000000 Penalty: 5222.913574
	Iteration 29Q: 3 clusters Score -6324708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6324807.500000 Penalty: 5222.913574
	Iteration 30Q: 3 clusters Score -6324808 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6324887.500000 Penalty: 5222.913574
	Iteration 31Q: 3 clusters Score -6324888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -6324959.000000 Penalty: 5222.913574
	Iteration 32Q: 3 clusters Score -6324959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -6325028.000000 Penalty: 5222.913574
	Iteration 33Q: 3 clusters Score -6325028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -6325055.000000 Penalty: 5222.913574
	Iteration 34Q: 3 clusters Score -6325055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -6325110.500000 Penalty: 5222.913574
	Iteration 35Q: 3 clusters Score -6325110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -6325149.500000 Penalty: 5222.913574
	Iteration 36Q: 3 clusters Score -6325150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -6325182.000000 Penalty: 5222.913574
	Iteration 37Q: 3 clusters Score -6325182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6325233.500000 Penalty: 5222.913574
	Iteration 38Q: 3 clusters Score -6325234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -6325264.500000 Penalty: 5222.913574
	Iteration 39Q: 3 clusters Score -6325264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6325304.000000 Penalty: 5222.913574
	Iteration 40F: 3 clusters Score -6325304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -6325350.500000 Penalty: 5222.913574
	Iteration 41Q: 3 clusters Score -6325350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -6325394.500000 Penalty: 5222.913574
	Iteration 42Q: 3 clusters Score -6325394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -6325430.000000 Penalty: 5222.913574
	Iteration 43Q: 3 clusters Score -6325430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -6325482.000000 Penalty: 5222.913574
	Iteration 44Q: 3 clusters Score -6325482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -6325525.000000 Penalty: 5222.913574
	Iteration 45Q: 3 clusters Score -6325525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6325554.500000 Penalty: 5222.913574
	Iteration 46Q: 3 clusters Score -6325554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -6325562.500000 Penalty: 5222.913574
	Iteration 47Q: 3 clusters Score -6325562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -6325573.500000 Penalty: 5222.913574
	Iteration 48Q: 3 clusters Score -6325574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -6325589.000000 Penalty: 5222.913574
	Iteration 49Q: 3 clusters Score -6325589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -6325598.000000 Penalty: 5222.913574
	Iteration 50Q: 3 clusters Score -6325598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -6325595.500000 Penalty: 5222.913574
	Iteration 51Q: 3 clusters Score -6325596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6325607.500000 Penalty: 5222.913574
	Iteration 52Q: 3 clusters Score -6325608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -6325609.000000 Penalty: 5222.913574
	Iteration 53Q: 3 clusters Score -6325609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6325616.500000 Penalty: 5222.913574
	Iteration 54Q: 3 clusters Score -6325616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6325605.000000 Penalty: 5222.913574
	Iteration 55Q: 3 clusters Score -6325605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -6325611.000000 Penalty: 5222.913574
	Iteration 56Q: 3 clusters Score -6325611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6325607.500000 Penalty: 5222.913574
	Iteration 57Q: 3 clusters Score -6325608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -6325604.000000 Penalty: 5222.913574
	Iteration 58Q: 3 clusters Score -6325604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6325603.500000 Penalty: 5222.913574
	Iteration 59Q: 3 clusters Score -6325604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -6325601.000000 Penalty: 5222.913574
	Iteration 60F: 3 clusters Score -6325601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6325605.500000 Penalty: 5222.913574
	Iteration 61Q: 3 clusters Score -6325606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6325603.000000 Penalty: 5222.913574
	Iteration 62Q: 3 clusters Score -6325603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -6325603.500000 Penalty: 5222.913574
	Iteration 63Q: 3 clusters Score -6325604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6325601.000000 Penalty: 5222.913574
	Iteration 64Q: 3 clusters Score -6325601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -6325603.500000 Penalty: 5222.913574
	Iteration 65Q: 3 clusters Score -6325604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6325620.500000 Penalty: 5222.913574
	Iteration 66Q: 3 clusters Score -6325620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -6325609.500000 Penalty: 5222.913574
	Iteration 67Q: 3 clusters Score -6325610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -6325609.500000 Penalty: 5222.913574
	Iteration 68F: 3 clusters Score -6325610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Entering Unmasked Estep 
Score: -6557164.500000 Penalty: 2615.792236
	Iteration 0F: 2 clusters Score -6557164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -6531787.500000 Penalty: 5231.584473
	Iteration 0F: 3 clusters Score -6531788 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -6541701.000000 Penalty: 5231.584473
	Iteration 1F: 3 clusters Score -6541701 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6542700.500000 Penalty: 5231.584473
	Iteration 2F: 3 clusters Score -6542700 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -6543896.000000 Penalty: 5231.584473
	Iteration 3F: 3 clusters Score -6543896 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -6545382.000000 Penalty: 5231.584473
	Iteration 4F: 3 clusters Score -6545382 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6547279.000000 Penalty: 5231.584473
	Iteration 5F: 3 clusters Score -6547279 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6549448.000000 Penalty: 5231.584473
	Iteration 6F: 3 clusters Score -6549448 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -6551560.500000 Penalty: 5231.584473
	Iteration 7F: 3 clusters Score -6551560 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6553253.500000 Penalty: 5231.584473
	Iteration 8F: 3 clusters Score -6553254 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -6554286.500000 Penalty: 5231.584473
	Iteration 9Q: 3 clusters Score -6554286 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6554818.000000 Penalty: 5231.584473
	Iteration 10Q: 3 clusters Score -6554818 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6555142.000000 Penalty: 5231.584473
	Iteration 11Q: 3 clusters Score -6555142 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6555294.500000 Penalty: 5231.584473
	Iteration 12Q: 3 clusters Score -6555294 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -6555398.500000 Penalty: 5231.584473
	Iteration 13Q: 3 clusters Score -6555398 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -6555510.000000 Penalty: 5231.584473
	Iteration 14Q: 3 clusters Score -6555510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -6555573.000000 Penalty: 5231.584473
	Iteration 15Q: 3 clusters Score -6555573 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -6555625.500000 Penalty: 5231.584473
	Iteration 16Q: 3 clusters Score -6555626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -6555678.500000 Penalty: 5231.584473
	Iteration 17Q: 3 clusters Score -6555678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -6555725.000000 Penalty: 5231.584473
	Iteration 18Q: 3 clusters Score -6555725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -6555763.000000 Penalty: 5231.584473
	Iteration 19Q: 3 clusters Score -6555763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -6555776.500000 Penalty: 5231.584473
	Iteration 20F: 3 clusters Score -6555776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -6555805.000000 Penalty: 5231.584473
	Iteration 21Q: 3 clusters Score -6555805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -6555814.500000 Penalty: 5231.584473
	Iteration 22Q: 3 clusters Score -6555814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -6555811.500000 Penalty: 5231.584473
	Iteration 23Q: 3 clusters Score -6555812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -6555824.000000 Penalty: 5231.584473
	Iteration 24Q: 3 clusters Score -6555824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6555851.500000 Penalty: 5231.584473
	Iteration 25Q: 3 clusters Score -6555852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6555850.000000 Penalty: 5231.584473
	Iteration 26Q: 3 clusters Score -6555850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -6555850.500000 Penalty: 5231.584473
	Iteration 27Q: 3 clusters Score -6555850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -6555854.000000 Penalty: 5231.584473
	Iteration 28Q: 3 clusters Score -6555854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -6555854.000000 Penalty: 5231.584473
	Iteration 29F: 3 clusters Score -6555854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Entering Unmasked Estep 
Score: -5199523.500000 Penalty: 2548.417725
	Iteration 0F: 2 clusters Score -5199524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5179727.000000 Penalty: 5096.835449
	Iteration 0F: 3 clusters Score -5179727 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5186624.000000 Penalty: 5096.835449
	Iteration 1F: 3 clusters Score -5186624 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5187078.500000 Penalty: 5096.835449
	Iteration 2Q: 3 clusters Score -5187078 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5187417.000000 Penalty: 5096.835449
	Iteration 3Q: 3 clusters Score -5187417 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5187711.500000 Penalty: 5096.835449
	Iteration 4Q: 3 clusters Score -5187712 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5188039.500000 Penalty: 5096.835449
	Iteration 5Q: 3 clusters Score -5188040 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -5188404.500000 Penalty: 5096.835449
	Iteration 6Q: 3 clusters Score -5188404 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -5188792.500000 Penalty: 5096.835449
	Iteration 7Q: 3 clusters Score -5188792 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5189295.500000 Penalty: 5096.835449
	Iteration 8Q: 3 clusters Score -5189296 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5189985.000000 Penalty: 5096.835449
	Iteration 9Q: 3 clusters Score -5189985 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5190818.500000 Penalty: 5096.835449
	Iteration 10Q: 3 clusters Score -5190818 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -5191621.500000 Penalty: 5096.835449
	Iteration 11Q: 3 clusters Score -5191622 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5192369.000000 Penalty: 5096.835449
	Iteration 12Q: 3 clusters Score -5192369 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5192923.000000 Penalty: 5096.835449
	Iteration 13Q: 3 clusters Score -5192923 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -5193313.000000 Penalty: 5096.835449
	Iteration 14Q: 3 clusters Score -5193313 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -5193591.000000 Penalty: 5096.835449
	Iteration 15Q: 3 clusters Score -5193591 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5193864.000000 Penalty: 5096.835449
	Iteration 16Q: 3 clusters Score -5193864 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5194065.500000 Penalty: 5096.835449
	Iteration 17Q: 3 clusters Score -5194066 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5194249.500000 Penalty: 5096.835449
	Iteration 18Q: 3 clusters Score -5194250 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5194452.000000 Penalty: 5096.835449
	Iteration 19Q: 3 clusters Score -5194452 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5194658.500000 Penalty: 5096.835449
	Iteration 20F: 3 clusters Score -5194658 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5194864.000000 Penalty: 5096.835449
	Iteration 21Q: 3 clusters Score -5194864 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5195081.000000 Penalty: 5096.835449
	Iteration 22Q: 3 clusters Score -5195081 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -5195342.000000 Penalty: 5096.835449
	Iteration 23Q: 3 clusters Score -5195342 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5195608.000000 Penalty: 5096.835449
	Iteration 24Q: 3 clusters Score -5195608 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5195843.500000 Penalty: 5096.835449
	Iteration 25Q: 3 clusters Score -5195844 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5196087.500000 Penalty: 5096.835449
	Iteration 26Q: 3 clusters Score -5196088 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5196311.500000 Penalty: 5096.835449
	Iteration 27Q: 3 clusters Score -5196312 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5196494.500000 Penalty: 5096.835449
	Iteration 28Q: 3 clusters Score -5196494 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5196660.000000 Penalty: 5096.835449
	Iteration 29Q: 3 clusters Score -5196660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5196784.000000 Penalty: 5096.835449
	Iteration 30Q: 3 clusters Score -5196784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5196878.500000 Penalty: 5096.835449
	Iteration 31Q: 3 clusters Score -5196878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5196936.000000 Penalty: 5096.835449
	Iteration 32Q: 3 clusters Score -5196936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5197002.500000 Penalty: 5096.835449
	Iteration 33Q: 3 clusters Score -5197002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5197073.000000 Penalty: 5096.835449
	Iteration 34Q: 3 clusters Score -5197073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5197122.000000 Penalty: 5096.835449
	Iteration 35Q: 3 clusters Score -5197122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5197159.500000 Penalty: 5096.835449
	Iteration 36Q: 3 clusters Score -5197160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5197194.000000 Penalty: 5096.835449
	Iteration 37Q: 3 clusters Score -5197194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5197205.000000 Penalty: 5096.835449
	Iteration 38Q: 3 clusters Score -5197205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5197233.500000 Penalty: 5096.835449
	Iteration 39Q: 3 clusters Score -5197234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5197244.500000 Penalty: 5096.835449
	Iteration 40F: 3 clusters Score -5197244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5197266.000000 Penalty: 5096.835449
	Iteration 41Q: 3 clusters Score -5197266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5197283.000000 Penalty: 5096.835449
	Iteration 42Q: 3 clusters Score -5197283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5197291.000000 Penalty: 5096.835449
	Iteration 43Q: 3 clusters Score -5197291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5197304.000000 Penalty: 5096.835449
	Iteration 44Q: 3 clusters Score -5197304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5197305.500000 Penalty: 5096.835449
	Iteration 45Q: 3 clusters Score -5197306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5197310.500000 Penalty: 5096.835449
	Iteration 46Q: 3 clusters Score -5197310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5197317.000000 Penalty: 5096.835449
	Iteration 47Q: 3 clusters Score -5197317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5197310.500000 Penalty: 5096.835449
	Iteration 48Q: 3 clusters Score -5197310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5197313.500000 Penalty: 5096.835449
	Iteration 49Q: 3 clusters Score -5197314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5197317.000000 Penalty: 5096.835449
	Iteration 50Q: 3 clusters Score -5197317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5197318.000000 Penalty: 5096.835449
	Iteration 51Q: 3 clusters Score -5197318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5197314.500000 Penalty: 5096.835449
	Iteration 52Q: 3 clusters Score -5197314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5197316.500000 Penalty: 5096.835449
	Iteration 53Q: 3 clusters Score -5197316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5197319.000000 Penalty: 5096.835449
	Iteration 54Q: 3 clusters Score -5197319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5197331.500000 Penalty: 5096.835449
	Iteration 55Q: 3 clusters Score -5197332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5197337.000000 Penalty: 5096.835449
	Iteration 56Q: 3 clusters Score -5197337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5197337.000000 Penalty: 5096.835449
	Iteration 57F: 3 clusters Score -5197337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Entering Unmasked Estep 
Score: -6244178.000000 Penalty: 2590.885498
	Iteration 0F: 2 clusters Score -6244178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -6221689.000000 Penalty: 5181.770996
	Iteration 0F: 3 clusters Score -6221689 nChanged 15559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6230321.000000 Penalty: 5181.770996
	Iteration 1F: 3 clusters Score -6230321 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -6230967.500000 Penalty: 5181.770996
	Iteration 2Q: 3 clusters Score -6230968 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6231772.000000 Penalty: 5181.770996
	Iteration 3Q: 3 clusters Score -6231772 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6232810.000000 Penalty: 5181.770996
	Iteration 4F: 3 clusters Score -6232810 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -6234230.000000 Penalty: 5181.770996
	Iteration 5F: 3 clusters Score -6234230 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -6236181.500000 Penalty: 5181.770996
	Iteration 6F: 3 clusters Score -6236182 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6238604.000000 Penalty: 5181.770996
	Iteration 7F: 3 clusters Score -6238604 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -6240594.500000 Penalty: 5181.770996
	Iteration 8F: 3 clusters Score -6240594 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -6241614.000000 Penalty: 5181.770996
	Iteration 9Q: 3 clusters Score -6241614 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6242041.500000 Penalty: 5181.770996
	Iteration 10Q: 3 clusters Score -6242042 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -6242256.500000 Penalty: 5181.770996
	Iteration 11Q: 3 clusters Score -6242256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6242410.500000 Penalty: 5181.770996
	Iteration 12Q: 3 clusters Score -6242410 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -6242459.500000 Penalty: 5181.770996
	Iteration 13Q: 3 clusters Score -6242460 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6242534.500000 Penalty: 5181.770996
	Iteration 14Q: 3 clusters Score -6242534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6242593.000000 Penalty: 5181.770996
	Iteration 15Q: 3 clusters Score -6242593 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6242645.000000 Penalty: 5181.770996
	Iteration 16Q: 3 clusters Score -6242645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6242702.000000 Penalty: 5181.770996
	Iteration 17Q: 3 clusters Score -6242702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6242693.000000 Penalty: 5181.770996
	Iteration 18Q: 3 clusters Score -6242693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6242705.000000 Penalty: 5181.770996
	Iteration 19Q: 3 clusters Score -6242705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -6242716.500000 Penalty: 5181.770996
	Iteration 20F: 3 clusters Score -6242716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6242717.000000 Penalty: 5181.770996
	Iteration 21Q: 3 clusters Score -6242717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6242743.500000 Penalty: 5181.770996
	Iteration 22Q: 3 clusters Score -6242744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -6242749.500000 Penalty: 5181.770996
	Iteration 23Q: 3 clusters Score -6242750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6242749.500000 Penalty: 5181.770996
	Iteration 24Q: 3 clusters Score -6242750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6242782.500000 Penalty: 5181.770996
	Iteration 25Q: 3 clusters Score -6242782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -6242771.000000 Penalty: 5181.770996
	Iteration 26Q: 3 clusters Score -6242771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6242781.500000 Penalty: 5181.770996
	Iteration 27Q: 3 clusters Score -6242782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6242795.500000 Penalty: 5181.770996
	Iteration 28Q: 3 clusters Score -6242796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -6242818.000000 Penalty: 5181.770996
	Iteration 29Q: 3 clusters Score -6242818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -6242835.000000 Penalty: 5181.770996
	Iteration 30Q: 3 clusters Score -6242835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -6242835.500000 Penalty: 5181.770996
	Iteration 31Q: 3 clusters Score -6242836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -6242840.000000 Penalty: 5181.770996
	Iteration 32Q: 3 clusters Score -6242840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -6242859.500000 Penalty: 5181.770996
	Iteration 33Q: 3 clusters Score -6242860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -6242842.000000 Penalty: 5181.770996
	Iteration 34Q: 3 clusters Score -6242842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6242873.000000 Penalty: 5181.770996
	Iteration 35Q: 3 clusters Score -6242873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -6242889.000000 Penalty: 5181.770996
	Iteration 36Q: 3 clusters Score -6242889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6242885.500000 Penalty: 5181.770996
	Iteration 37Q: 3 clusters Score -6242886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -6242870.000000 Penalty: 5181.770996
	Iteration 38Q: 3 clusters Score -6242870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -6242878.000000 Penalty: 5181.770996
	Iteration 39Q: 3 clusters Score -6242878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6242876.500000 Penalty: 5181.770996
	Iteration 40F: 3 clusters Score -6242876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -6242887.000000 Penalty: 5181.770996
	Iteration 41Q: 3 clusters Score -6242887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6242876.500000 Penalty: 5181.770996
	Iteration 42Q: 3 clusters Score -6242876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -6242889.500000 Penalty: 5181.770996
	Iteration 43Q: 3 clusters Score -6242890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6242893.500000 Penalty: 5181.770996
	Iteration 44Q: 3 clusters Score -6242894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6242899.000000 Penalty: 5181.770996
	Iteration 45Q: 3 clusters Score -6242899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -6242883.500000 Penalty: 5181.770996
	Iteration 46Q: 3 clusters Score -6242884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6242889.000000 Penalty: 5181.770996
	Iteration 47Q: 3 clusters Score -6242889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -6242890.000000 Penalty: 5181.770996
	Iteration 48Q: 3 clusters Score -6242890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -6242880.000000 Penalty: 5181.770996
	Iteration 49Q: 3 clusters Score -6242880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6242881.500000 Penalty: 5181.770996
	Iteration 50Q: 3 clusters Score -6242882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6242887.000000 Penalty: 5181.770996
	Iteration 51Q: 3 clusters Score -6242887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6242898.500000 Penalty: 5181.770996
	Iteration 52Q: 3 clusters Score -6242898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -6242902.500000 Penalty: 5181.770996
	Iteration 53Q: 3 clusters Score -6242902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6242897.000000 Penalty: 5181.770996
	Iteration 54Q: 3 clusters Score -6242897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -6242896.000000 Penalty: 5181.770996
	Iteration 55Q: 3 clusters Score -6242896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -6242902.500000 Penalty: 5181.770996
	Iteration 56Q: 3 clusters Score -6242902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -6242896.500000 Penalty: 5181.770996
	Iteration 57Q: 3 clusters Score -6242896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -6242897.500000 Penalty: 5181.770996
	Iteration 58Q: 3 clusters Score -6242898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -6242904.500000 Penalty: 5181.770996
	Iteration 59Q: 3 clusters Score -6242904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -6242907.000000 Penalty: 5181.770996
	Iteration 60F: 3 clusters Score -6242907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -6242912.000000 Penalty: 5181.770996
	Iteration 61Q: 3 clusters Score -6242912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6242916.500000 Penalty: 5181.770996
	Iteration 62Q: 3 clusters Score -6242916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -6242914.500000 Penalty: 5181.770996
	Iteration 63Q: 3 clusters Score -6242914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6242913.500000 Penalty: 5181.770996
	Iteration 64Q: 3 clusters Score -6242914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -6242906.500000 Penalty: 5181.770996
	Iteration 65Q: 3 clusters Score -6242906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6242900.500000 Penalty: 5181.770996
	Iteration 66Q: 3 clusters Score -6242900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -6242902.000000 Penalty: 5181.770996
	Iteration 67Q: 3 clusters Score -6242902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6242901.000000 Penalty: 5181.770996
	Iteration 68Q: 3 clusters Score -6242901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6242908.000000 Penalty: 5181.770996
	Iteration 69Q: 3 clusters Score -6242908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -6242906.000000 Penalty: 5181.770996
	Iteration 70Q: 3 clusters Score -6242906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -6242894.500000 Penalty: 5181.770996
	Iteration 71Q: 3 clusters Score -6242894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -6242907.500000 Penalty: 5181.770996
	Iteration 72Q: 3 clusters Score -6242908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -6242897.500000 Penalty: 5181.770996
	Iteration 73Q: 3 clusters Score -6242898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6242896.500000 Penalty: 5181.770996
	Iteration 74Q: 3 clusters Score -6242896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6242886.500000 Penalty: 5181.770996
	Iteration 75Q: 3 clusters Score -6242886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6242878.500000 Penalty: 5181.770996
	Iteration 76Q: 3 clusters Score -6242878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6242887.500000 Penalty: 5181.770996
	Iteration 77Q: 3 clusters Score -6242888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6242883.500000 Penalty: 5181.770996
	Iteration 78Q: 3 clusters Score -6242884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -6242878.500000 Penalty: 5181.770996
	Iteration 79Q: 3 clusters Score -6242878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6242879.500000 Penalty: 5181.770996
	Iteration 80F: 3 clusters Score -6242880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6242884.500000 Penalty: 5181.770996
	Iteration 81Q: 3 clusters Score -6242884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6242893.000000 Penalty: 5181.770996
	Iteration 82Q: 3 clusters Score -6242893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -6242903.500000 Penalty: 5181.770996
	Iteration 83Q: 3 clusters Score -6242904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -6242915.000000 Penalty: 5181.770996
	Iteration 84Q: 3 clusters Score -6242915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -6242923.000000 Penalty: 5181.770996
	Iteration 85Q: 3 clusters Score -6242923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6242893.500000 Penalty: 5181.770996
	Iteration 86Q: 3 clusters Score -6242894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -6242897.000000 Penalty: 5181.770996
	Iteration 87Q: 3 clusters Score -6242897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6242901.000000 Penalty: 5181.770996
	Iteration 88Q: 3 clusters Score -6242901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -6242911.500000 Penalty: 5181.770996
	Iteration 89Q: 3 clusters Score -6242912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6242909.000000 Penalty: 5181.770996
	Iteration 90Q: 3 clusters Score -6242909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6242912.000000 Penalty: 5181.770996
	Iteration 91Q: 3 clusters Score -6242912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -6242916.000000 Penalty: 5181.770996
	Iteration 92Q: 3 clusters Score -6242916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -6242919.500000 Penalty: 5181.770996
	Iteration 93Q: 3 clusters Score -6242920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -6242912.000000 Penalty: 5181.770996
	Iteration 94Q: 3 clusters Score -6242912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -6242909.500000 Penalty: 5181.770996
	Iteration 95Q: 3 clusters Score -6242910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -6242921.500000 Penalty: 5181.770996
	Iteration 96Q: 3 clusters Score -6242922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -6242927.000000 Penalty: 5181.770996
	Iteration 97Q: 3 clusters Score -6242927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6242931.000000 Penalty: 5181.770996
	Iteration 98Q: 3 clusters Score -6242931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6242920.500000 Penalty: 5181.770996
	Iteration 99Q: 3 clusters Score -6242920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -6242917.500000 Penalty: 5181.770996
	Iteration 100F: 3 clusters Score -6242918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -6242915.000000 Penalty: 5181.770996
	Iteration 101Q: 3 clusters Score -6242915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -6242915.500000 Penalty: 5181.770996
	Iteration 102Q: 3 clusters Score -6242916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6242912.000000 Penalty: 5181.770996
	Iteration 103Q: 3 clusters Score -6242912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6242915.500000 Penalty: 5181.770996
	Iteration 104Q: 3 clusters Score -6242916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6242901.500000 Penalty: 5181.770996
	Iteration 105Q: 3 clusters Score -6242902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6242915.000000 Penalty: 5181.770996
	Iteration 106Q: 3 clusters Score -6242915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -6242924.000000 Penalty: 5181.770996
	Iteration 107Q: 3 clusters Score -6242924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -6242931.000000 Penalty: 5181.770996
	Iteration 108Q: 3 clusters Score -6242931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6242940.000000 Penalty: 5181.770996
	Iteration 109Q: 3 clusters Score -6242940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -6242928.500000 Penalty: 5181.770996
	Iteration 110Q: 3 clusters Score -6242928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6242938.000000 Penalty: 5181.770996
	Iteration 111Q: 3 clusters Score -6242938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6242938.000000 Penalty: 5181.770996
	Iteration 112Q: 3 clusters Score -6242938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -6242928.500000 Penalty: 5181.770996
	Iteration 113Q: 3 clusters Score -6242928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6242934.000000 Penalty: 5181.770996
	Iteration 114Q: 3 clusters Score -6242934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6242934.000000 Penalty: 5181.770996
	Iteration 115F: 3 clusters Score -6242934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -707830.812500 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -707830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -703673.625000 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -703673.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -705168.312500 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -705168.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -705867.187500 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -705867.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -706357.875000 Penalty: 4168.951172
	Iteration 3F: 3 clusters Score -706357.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -706729.562500 Penalty: 4168.951172
	Iteration 4F: 3 clusters Score -706729.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -706965.500000 Penalty: 4168.951172
	Iteration 5F: 3 clusters Score -706965.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -707164.500000 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -707164.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -707321.875000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -707321.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -707410.625000 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -707410.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -707464.750000 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -707464.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -707499.750000 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -707499.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -707556.937500 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -707556.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -707652.437500 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -707652.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -707773.062500 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -707773.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -707978.437500 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -707978.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -708220.625000 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -708220.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -708438.125000 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -708438.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -708518.437500 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -708518.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -708563.687500 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -708563.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -708602.687500 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -708602.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -708625.125000 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -708625.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -708639.125000 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -708639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -708645.437500 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -708645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -708650.562500 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -708650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -708653.812500 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -708653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -708654.812500 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -708654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -708655.750000 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -708655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -708656.500000 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -708656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -708657.375000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -708657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -708657.375000 Penalty: 4168.951172
	Iteration 29F: 3 clusters Score -708657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2449 members 
Entering Unmasked Estep 
Score: -117283400.000000 Penalty: 203298.921875
Splitting cluster 23 changes total score from -117283824.000000 to -117283400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (35548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Entering Unmasked Estep 
Score: -6151902.000000 Penalty: 2598.702637
	Iteration 0F: 2 clusters Score -6151902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -6127999.000000 Penalty: 5197.405273
	Iteration 0F: 3 clusters Score -6127999 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -6136920.000000 Penalty: 5197.405273
	Iteration 1F: 3 clusters Score -6136920 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -6137507.500000 Penalty: 5197.405273
	Iteration 2Q: 3 clusters Score -6137508 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -6138107.500000 Penalty: 5197.405273
	Iteration 3Q: 3 clusters Score -6138108 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -6138809.000000 Penalty: 5197.405273
	Iteration 4Q: 3 clusters Score -6138809 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -6139746.500000 Penalty: 5197.405273
	Iteration 5F: 3 clusters Score -6139746 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6140898.000000 Penalty: 5197.405273
	Iteration 6F: 3 clusters Score -6140898 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -6142513.500000 Penalty: 5197.405273
	Iteration 7F: 3 clusters Score -6142514 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -6144347.500000 Penalty: 5197.405273
	Iteration 8F: 3 clusters Score -6144348 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -6146055.500000 Penalty: 5197.405273
	Iteration 9F: 3 clusters Score -6146056 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -6147372.000000 Penalty: 5197.405273
	Iteration 10Q: 3 clusters Score -6147372 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6148254.000000 Penalty: 5197.405273
	Iteration 11Q: 3 clusters Score -6148254 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6148881.000000 Penalty: 5197.405273
	Iteration 12Q: 3 clusters Score -6148881 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6149268.500000 Penalty: 5197.405273
	Iteration 13Q: 3 clusters Score -6149268 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6149542.500000 Penalty: 5197.405273
	Iteration 14Q: 3 clusters Score -6149542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6149737.000000 Penalty: 5197.405273
	Iteration 15Q: 3 clusters Score -6149737 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6149852.000000 Penalty: 5197.405273
	Iteration 16Q: 3 clusters Score -6149852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6149938.500000 Penalty: 5197.405273
	Iteration 17Q: 3 clusters Score -6149938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6149999.000000 Penalty: 5197.405273
	Iteration 18Q: 3 clusters Score -6149999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6150034.000000 Penalty: 5197.405273
	Iteration 19Q: 3 clusters Score -6150034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6150072.000000 Penalty: 5197.405273
	Iteration 20F: 3 clusters Score -6150072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6150107.500000 Penalty: 5197.405273
	Iteration 21Q: 3 clusters Score -6150108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6150132.000000 Penalty: 5197.405273
	Iteration 22Q: 3 clusters Score -6150132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6150158.000000 Penalty: 5197.405273
	Iteration 23Q: 3 clusters Score -6150158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6150178.500000 Penalty: 5197.405273
	Iteration 24Q: 3 clusters Score -6150178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6150185.000000 Penalty: 5197.405273
	Iteration 25Q: 3 clusters Score -6150185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6150190.500000 Penalty: 5197.405273
	Iteration 26Q: 3 clusters Score -6150190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6150208.500000 Penalty: 5197.405273
	Iteration 27Q: 3 clusters Score -6150208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6150215.500000 Penalty: 5197.405273
	Iteration 28Q: 3 clusters Score -6150216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6150225.500000 Penalty: 5197.405273
	Iteration 29Q: 3 clusters Score -6150226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6150233.000000 Penalty: 5197.405273
	Iteration 30Q: 3 clusters Score -6150233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6150232.000000 Penalty: 5197.405273
	Iteration 31Q: 3 clusters Score -6150232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6150242.500000 Penalty: 5197.405273
	Iteration 32Q: 3 clusters Score -6150242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6150250.500000 Penalty: 5197.405273
	Iteration 33Q: 3 clusters Score -6150250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6150253.000000 Penalty: 5197.405273
	Iteration 34Q: 3 clusters Score -6150253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6150260.500000 Penalty: 5197.405273
	Iteration 35Q: 3 clusters Score -6150260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6150259.000000 Penalty: 5197.405273
	Iteration 36Q: 3 clusters Score -6150259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6150257.500000 Penalty: 5197.405273
	Iteration 37Q: 3 clusters Score -6150258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6150260.000000 Penalty: 5197.405273
	Iteration 38Q: 3 clusters Score -6150260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6150262.500000 Penalty: 5197.405273
	Iteration 39Q: 3 clusters Score -6150262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6150268.500000 Penalty: 5197.405273
	Iteration 40F: 3 clusters Score -6150268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6150269.500000 Penalty: 5197.405273
	Iteration 41Q: 3 clusters Score -6150270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6150269.500000 Penalty: 5197.405273
	Iteration 42Q: 3 clusters Score -6150270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6150269.500000 Penalty: 5197.405273
	Iteration 43F: 3 clusters Score -6150270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Entering Unmasked Estep 
Score: -5469371.500000 Penalty: 2559.839844
	Iteration 0F: 2 clusters Score -5469372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5448819.000000 Penalty: 5119.679688
	Iteration 0F: 3 clusters Score -5448819 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5456253.500000 Penalty: 5119.679688
	Iteration 1F: 3 clusters Score -5456254 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -5457161.000000 Penalty: 5119.679688
	Iteration 2F: 3 clusters Score -5457161 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5458416.500000 Penalty: 5119.679688
	Iteration 3F: 3 clusters Score -5458416 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -5460137.500000 Penalty: 5119.679688
	Iteration 4F: 3 clusters Score -5460138 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -5462057.500000 Penalty: 5119.679688
	Iteration 5F: 3 clusters Score -5462058 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -5463835.000000 Penalty: 5119.679688
	Iteration 6F: 3 clusters Score -5463835 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5465060.000000 Penalty: 5119.679688
	Iteration 7F: 3 clusters Score -5465060 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5465800.000000 Penalty: 5119.679688
	Iteration 8Q: 3 clusters Score -5465800 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -5466197.000000 Penalty: 5119.679688
	Iteration 9Q: 3 clusters Score -5466197 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5466429.500000 Penalty: 5119.679688
	Iteration 10Q: 3 clusters Score -5466430 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5466596.000000 Penalty: 5119.679688
	Iteration 11Q: 3 clusters Score -5466596 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -5466741.000000 Penalty: 5119.679688
	Iteration 12Q: 3 clusters Score -5466741 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -5466828.500000 Penalty: 5119.679688
	Iteration 13Q: 3 clusters Score -5466828 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5466917.000000 Penalty: 5119.679688
	Iteration 14Q: 3 clusters Score -5466917 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -5466991.000000 Penalty: 5119.679688
	Iteration 15Q: 3 clusters Score -5466991 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5467029.500000 Penalty: 5119.679688
	Iteration 16Q: 3 clusters Score -5467030 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5467099.500000 Penalty: 5119.679688
	Iteration 17Q: 3 clusters Score -5467100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5467152.000000 Penalty: 5119.679688
	Iteration 18Q: 3 clusters Score -5467152 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5467173.000000 Penalty: 5119.679688
	Iteration 19Q: 3 clusters Score -5467173 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -5467196.000000 Penalty: 5119.679688
	Iteration 20F: 3 clusters Score -5467196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5467220.500000 Penalty: 5119.679688
	Iteration 21Q: 3 clusters Score -5467220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5467244.000000 Penalty: 5119.679688
	Iteration 22Q: 3 clusters Score -5467244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5467254.000000 Penalty: 5119.679688
	Iteration 23Q: 3 clusters Score -5467254 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5467279.500000 Penalty: 5119.679688
	Iteration 24Q: 3 clusters Score -5467280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5467297.500000 Penalty: 5119.679688
	Iteration 25Q: 3 clusters Score -5467298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5467304.500000 Penalty: 5119.679688
	Iteration 26Q: 3 clusters Score -5467304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5467315.500000 Penalty: 5119.679688
	Iteration 27Q: 3 clusters Score -5467316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5467311.500000 Penalty: 5119.679688
	Iteration 28Q: 3 clusters Score -5467312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5467315.000000 Penalty: 5119.679688
	Iteration 29Q: 3 clusters Score -5467315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5467330.500000 Penalty: 5119.679688
	Iteration 30Q: 3 clusters Score -5467330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5467330.000000 Penalty: 5119.679688
	Iteration 31Q: 3 clusters Score -5467330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5467357.000000 Penalty: 5119.679688
	Iteration 32Q: 3 clusters Score -5467357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5467349.500000 Penalty: 5119.679688
	Iteration 33Q: 3 clusters Score -5467350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5467362.000000 Penalty: 5119.679688
	Iteration 34Q: 3 clusters Score -5467362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5467353.500000 Penalty: 5119.679688
	Iteration 35Q: 3 clusters Score -5467354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5467346.000000 Penalty: 5119.679688
	Iteration 36Q: 3 clusters Score -5467346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5467354.500000 Penalty: 5119.679688
	Iteration 37Q: 3 clusters Score -5467354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5467355.000000 Penalty: 5119.679688
	Iteration 38Q: 3 clusters Score -5467355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5467352.000000 Penalty: 5119.679688
	Iteration 39Q: 3 clusters Score -5467352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5467363.000000 Penalty: 5119.679688
	Iteration 40F: 3 clusters Score -5467363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5467353.500000 Penalty: 5119.679688
	Iteration 41Q: 3 clusters Score -5467354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5467352.500000 Penalty: 5119.679688
	Iteration 42Q: 3 clusters Score -5467352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5467348.000000 Penalty: 5119.679688
	Iteration 43Q: 3 clusters Score -5467348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5467357.500000 Penalty: 5119.679688
	Iteration 44Q: 3 clusters Score -5467358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5467365.000000 Penalty: 5119.679688
	Iteration 45Q: 3 clusters Score -5467365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5467355.000000 Penalty: 5119.679688
	Iteration 46Q: 3 clusters Score -5467355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -5467359.000000 Penalty: 5119.679688
	Iteration 47Q: 3 clusters Score -5467359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5467355.000000 Penalty: 5119.679688
	Iteration 48Q: 3 clusters Score -5467355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5467357.500000 Penalty: 5119.679688
	Iteration 49Q: 3 clusters Score -5467358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5467358.000000 Penalty: 5119.679688
	Iteration 50Q: 3 clusters Score -5467358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5467359.500000 Penalty: 5119.679688
	Iteration 51Q: 3 clusters Score -5467360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5467362.000000 Penalty: 5119.679688
	Iteration 52Q: 3 clusters Score -5467362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5467358.000000 Penalty: 5119.679688
	Iteration 53Q: 3 clusters Score -5467358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5467363.000000 Penalty: 5119.679688
	Iteration 54Q: 3 clusters Score -5467363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5467370.500000 Penalty: 5119.679688
	Iteration 55Q: 3 clusters Score -5467370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5467372.000000 Penalty: 5119.679688
	Iteration 56Q: 3 clusters Score -5467372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5467370.500000 Penalty: 5119.679688
	Iteration 57Q: 3 clusters Score -5467370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5467373.000000 Penalty: 5119.679688
	Iteration 58Q: 3 clusters Score -5467373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5467371.500000 Penalty: 5119.679688
	Iteration 59Q: 3 clusters Score -5467372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5467373.500000 Penalty: 5119.679688
	Iteration 60F: 3 clusters Score -5467374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5467384.500000 Penalty: 5119.679688
	Iteration 61Q: 3 clusters Score -5467384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5467387.500000 Penalty: 5119.679688
	Iteration 62Q: 3 clusters Score -5467388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -5467390.000000 Penalty: 5119.679688
	Iteration 63Q: 3 clusters Score -5467390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5467390.000000 Penalty: 5119.679688
	Iteration 64Q: 3 clusters Score -5467390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5467388.500000 Penalty: 5119.679688
	Iteration 65Q: 3 clusters Score -5467388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5467391.500000 Penalty: 5119.679688
	Iteration 66Q: 3 clusters Score -5467392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5467404.500000 Penalty: 5119.679688
	Iteration 67Q: 3 clusters Score -5467404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -5467401.500000 Penalty: 5119.679688
	Iteration 68Q: 3 clusters Score -5467402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5467394.500000 Penalty: 5119.679688
	Iteration 69Q: 3 clusters Score -5467394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5467408.000000 Penalty: 5119.679688
	Iteration 70Q: 3 clusters Score -5467408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5467412.500000 Penalty: 5119.679688
	Iteration 71Q: 3 clusters Score -5467412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5467432.000000 Penalty: 5119.679688
	Iteration 72Q: 3 clusters Score -5467432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5467421.500000 Penalty: 5119.679688
	Iteration 73Q: 3 clusters Score -5467422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5467419.500000 Penalty: 5119.679688
	Iteration 74Q: 3 clusters Score -5467420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -5467418.000000 Penalty: 5119.679688
	Iteration 75Q: 3 clusters Score -5467418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5467429.000000 Penalty: 5119.679688
	Iteration 76Q: 3 clusters Score -5467429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5467422.500000 Penalty: 5119.679688
	Iteration 77Q: 3 clusters Score -5467422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5467436.500000 Penalty: 5119.679688
	Iteration 78Q: 3 clusters Score -5467436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -5467451.500000 Penalty: 5119.679688
	Iteration 79Q: 3 clusters Score -5467452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -5467474.500000 Penalty: 5119.679688
	Iteration 80F: 3 clusters Score -5467474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5467520.000000 Penalty: 5119.679688
	Iteration 81Q: 3 clusters Score -5467520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5467601.500000 Penalty: 5119.679688
	Iteration 82Q: 3 clusters Score -5467602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -5467719.000000 Penalty: 5119.679688
	Iteration 83Q: 3 clusters Score -5467719 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5467999.500000 Penalty: 5119.679688
	Iteration 84Q: 3 clusters Score -5468000 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5468313.500000 Penalty: 5119.679688
	Iteration 85Q: 3 clusters Score -5468314 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -5468494.500000 Penalty: 5119.679688
	Iteration 86Q: 3 clusters Score -5468494 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -5468553.500000 Penalty: 5119.679688
	Iteration 87Q: 3 clusters Score -5468554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5468609.000000 Penalty: 5119.679688
	Iteration 88Q: 3 clusters Score -5468609 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5468648.500000 Penalty: 5119.679688
	Iteration 89Q: 3 clusters Score -5468648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -5468666.000000 Penalty: 5119.679688
	Iteration 90Q: 3 clusters Score -5468666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5468680.000000 Penalty: 5119.679688
	Iteration 91Q: 3 clusters Score -5468680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -5468682.000000 Penalty: 5119.679688
	Iteration 92Q: 3 clusters Score -5468682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5468682.000000 Penalty: 5119.679688
	Iteration 93Q: 3 clusters Score -5468682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5468695.500000 Penalty: 5119.679688
	Iteration 94Q: 3 clusters Score -5468696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5468694.000000 Penalty: 5119.679688
	Iteration 95Q: 3 clusters Score -5468694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5468694.500000 Penalty: 5119.679688
	Iteration 96Q: 3 clusters Score -5468694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5468698.000000 Penalty: 5119.679688
	Iteration 97Q: 3 clusters Score -5468698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -5468704.000000 Penalty: 5119.679688
	Iteration 98Q: 3 clusters Score -5468704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5468697.000000 Penalty: 5119.679688
	Iteration 99Q: 3 clusters Score -5468697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5468709.500000 Penalty: 5119.679688
	Iteration 100F: 3 clusters Score -5468710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5468705.000000 Penalty: 5119.679688
	Iteration 101Q: 3 clusters Score -5468705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5468701.000000 Penalty: 5119.679688
	Iteration 102Q: 3 clusters Score -5468701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5468706.000000 Penalty: 5119.679688
	Iteration 103Q: 3 clusters Score -5468706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5468704.500000 Penalty: 5119.679688
	Iteration 104Q: 3 clusters Score -5468704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -5468710.000000 Penalty: 5119.679688
	Iteration 105Q: 3 clusters Score -5468710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5468709.500000 Penalty: 5119.679688
	Iteration 106Q: 3 clusters Score -5468710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5468710.000000 Penalty: 5119.679688
	Iteration 107Q: 3 clusters Score -5468710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5468711.000000 Penalty: 5119.679688
	Iteration 108Q: 3 clusters Score -5468711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -5468703.500000 Penalty: 5119.679688
	Iteration 109Q: 3 clusters Score -5468704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -5468707.500000 Penalty: 5119.679688
	Iteration 110Q: 3 clusters Score -5468708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -5468702.500000 Penalty: 5119.679688
	Iteration 111Q: 3 clusters Score -5468702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5468708.500000 Penalty: 5119.679688
	Iteration 112Q: 3 clusters Score -5468708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -5468707.000000 Penalty: 5119.679688
	Iteration 113Q: 3 clusters Score -5468707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5468705.500000 Penalty: 5119.679688
	Iteration 114Q: 3 clusters Score -5468706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5468712.500000 Penalty: 5119.679688
	Iteration 115Q: 3 clusters Score -5468712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5468709.000000 Penalty: 5119.679688
	Iteration 116Q: 3 clusters Score -5468709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5468709.000000 Penalty: 5119.679688
	Iteration 117F: 3 clusters Score -5468709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -533897.062500 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -533897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -530589.312500 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -530589.3 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -531341.187500 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -531341.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -531565.625000 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -531565.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -531769.312500 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -531769.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -531985.812500 Penalty: 3995.358154
	Iteration 4F: 3 clusters Score -531985.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -532189.875000 Penalty: 3995.358154
	Iteration 5F: 3 clusters Score -532189.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -532376.687500 Penalty: 3995.358154
	Iteration 6F: 3 clusters Score -532376.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -532490.500000 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -532490.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -532574.375000 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -532574.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -532636.312500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -532636.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -532684.562500 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -532684.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -532714.937500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -532714.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -532734.250000 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -532734.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -532753.875000 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -532753.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -532769.437500 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -532769.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -532785.375000 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -532785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -532803.187500 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -532803.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -532814.812500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -532814.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -532825.937500 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -532825.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -532836.750000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -532836.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -532850.187500 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -532850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -532882.187500 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -532882.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -532934.312500 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -532934.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -532989.312500 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -532989.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -533037.500000 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -533037.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -533081.500000 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -533081.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533111.500000 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -533111.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -533130.750000 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -533130.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -533147.250000 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -533147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -533174.875000 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -533174.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -533193.375000 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -533193.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -533215.250000 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -533215.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -533242.312500 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -533242.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -533269.375000 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -533269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -533312.562500 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -533312.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -533361.812500 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -533361.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -533411.625000 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -533411.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -533443.375000 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -533443.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -533463.937500 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -533463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -533485.062500 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -533485.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -533507.187500 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -533507.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -533522.937500 Penalty: 3995.358154
	Iteration 41Q: 3 clusters Score -533522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -533541.875000 Penalty: 3995.358154
	Iteration 42Q: 3 clusters Score -533541.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -533563.875000 Penalty: 3995.358154
	Iteration 43Q: 3 clusters Score -533563.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -533601.562500 Penalty: 3995.358154
	Iteration 44Q: 3 clusters Score -533601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -533673.250000 Penalty: 3995.358154
	Iteration 45Q: 3 clusters Score -533673.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -533779.500000 Penalty: 3995.358154
	Iteration 46Q: 3 clusters Score -533779.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -533850.750000 Penalty: 3995.358154
	Iteration 47Q: 3 clusters Score -533850.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -533893.000000 Penalty: 3995.358154
	Iteration 48Q: 3 clusters Score -533893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -533907.312500 Penalty: 3995.358154
	Iteration 49Q: 3 clusters Score -533907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -533913.062500 Penalty: 3995.358154
	Iteration 50Q: 3 clusters Score -533913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -533916.187500 Penalty: 3995.358154
	Iteration 51Q: 3 clusters Score -533916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -533917.937500 Penalty: 3995.358154
	Iteration 52Q: 3 clusters Score -533917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -533919.625000 Penalty: 3995.358154
	Iteration 53Q: 3 clusters Score -533919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -533921.187500 Penalty: 3995.358154
	Iteration 54Q: 3 clusters Score -533921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -533921.187500 Penalty: 3995.358154
	Iteration 55F: 3 clusters Score -533921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 2229 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 921 members 
Entering Unmasked Estep 
Score: -117282480.000000 Penalty: 203298.921875
Splitting cluster 26 changes total score from -117283824.000000 to -117282480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85606.507812 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85606.51 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85906.664062 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85906.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86136.835938 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -86136.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86347.257812 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -86347.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86478.304688 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -86478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86568.460938 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -86568.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86643.484375 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86643.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86678.718750 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86678.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86691.125000 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86691.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86706.835938 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86706.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86723.000000 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86746.578125 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86746.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86760.835938 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86760.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86767.046875 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -86767.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86781.968750 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -86781.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86784.609375 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -86784.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86784.609375 Penalty: 3129.719482
	Iteration 16F: 3 clusters Score -86784.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -135053.406250 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135053.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -135296.734375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135296.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -135390.656250 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135390.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -135466.421875 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -135466.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135533.312500 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -135533.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135577.203125 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135577.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -135625.109375 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135625.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135674.015625 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135742.640625 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135742.6 nChanged 24
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: -135809.265625 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -135849.984375 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -135850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135882.421875 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -135882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135904.468750 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -135904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135918.828125 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -135918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -135933.406250 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -135933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135940.984375 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -135941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -135942.781250 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -135942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135944.937500 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -135944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135947.156250 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -135947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135949.734375 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -135949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -135956.593750 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -135956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135968.109375 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -135968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135979.687500 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -135979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135979.687500 Penalty: 3329.023193
	Iteration 23F: 3 clusters Score -135979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -27307.156250 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27307.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26290.896484 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26290.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26661.660156 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26661.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26765.044922 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -26765.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26774.908203 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -26774.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26787.791016 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -26787.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26791.427734 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -26791.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26795.621094 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -26795.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26795.621094 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -26795.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -319474.843750 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -319474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -316885.843750 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -316885.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -317481.281250 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -317481.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -317771.468750 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -317771.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317976.062500 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -317976.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -318120.656250 Penalty: 3776.943359
	Iteration 4F: 3 clusters Score -318120.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -318215.437500 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -318215.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -318300.406250 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -318300.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -318351.437500 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -318351.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -318378.531250 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -318378.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -318396.343750 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -318396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -318410.843750 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -318410.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -318428.968750 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -318429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -318441.937500 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -318441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -318452.468750 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -318452.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -318463.406250 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -318463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -318474.281250 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -318474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -318485.468750 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -318485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -318497.593750 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -318497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318502.625000 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -318502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318506.781250 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -318506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318510.375000 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -318510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -318512.062500 Penalty: 3776.943359
	Iteration 21Q: 3 clusters Score -318512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -318515.468750 Penalty: 3776.943359
	Iteration 22Q: 3 clusters Score -318515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318518.906250 Penalty: 3776.943359
	Iteration 23Q: 3 clusters Score -318518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318524.437500 Penalty: 3776.943359
	Iteration 24Q: 3 clusters Score -318524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318526.281250 Penalty: 3776.943359
	Iteration 25Q: 3 clusters Score -318526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -318529.125000 Penalty: 3776.943359
	Iteration 26Q: 3 clusters Score -318529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318531.937500 Penalty: 3776.943359
	Iteration 27Q: 3 clusters Score -318531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318538.093750 Penalty: 3776.943359
	Iteration 28Q: 3 clusters Score -318538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -318545.750000 Penalty: 3776.943359
	Iteration 29Q: 3 clusters Score -318545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318549.125000 Penalty: 3776.943359
	Iteration 30Q: 3 clusters Score -318549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318553.250000 Penalty: 3776.943359
	Iteration 31Q: 3 clusters Score -318553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318555.875000 Penalty: 3776.943359
	Iteration 32Q: 3 clusters Score -318555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -318560.375000 Penalty: 3776.943359
	Iteration 33Q: 3 clusters Score -318560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318564.031250 Penalty: 3776.943359
	Iteration 34Q: 3 clusters Score -318564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318564.343750 Penalty: 3776.943359
	Iteration 35Q: 3 clusters Score -318564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -318564.343750 Penalty: 3776.943359
	Iteration 36F: 3 clusters Score -318564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1746435.500000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1746436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1738763.500000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1738764 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1740999.875000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1741000 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1741358.875000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1741359 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1741630.250000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1741630 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1741879.625000 Penalty: 4572.379395
	Iteration 4Q: 3 clusters Score -1741880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1742107.250000 Penalty: 4572.379395
	Iteration 5Q: 3 clusters Score -1742107 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1742305.750000 Penalty: 4572.379395
	Iteration 6Q: 3 clusters Score -1742306 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1742481.625000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1742482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1742664.125000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1742664 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1742866.500000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1742866 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1743088.500000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1743088 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1743328.375000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1743328 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1743568.875000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1743569 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1743795.375000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1743795 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1743975.750000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1743976 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1744064.500000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1744064 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1744117.500000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1744118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1744146.875000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1744147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1744163.750000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1744164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1744171.125000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1744171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1744185.000000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1744185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1744193.125000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1744193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1744197.250000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1744197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1744209.750000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1744210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1744213.375000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1744213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1744222.125000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1744222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1744228.750000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1744229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1744236.250000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1744236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1744239.375000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1744239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1744243.500000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1744244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1744246.375000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1744246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1744251.250000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1744251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1744255.875000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1744256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1744254.750000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1744255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1744255.250000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1744255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1744259.750000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1744260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1744257.500000 Penalty: 4572.379395
	Iteration 36Q: 3 clusters Score -1744258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1744256.250000 Penalty: 4572.379395
	Iteration 37Q: 3 clusters Score -1744256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1744256.250000 Penalty: 4572.379395
	Iteration 38F: 3 clusters Score -1744256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -577301.437500 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -577301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -573737.312500 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -573737.3 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -574853.000000 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -574853 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -575277.437500 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -575277.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -575571.062500 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -575571.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -575744.687500 Penalty: 4057.161377
	Iteration 4F: 3 clusters Score -575744.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -575875.750000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -575875.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -575976.250000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -575976.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -576042.750000 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -576042.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -576110.250000 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -576110.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -576164.062500 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -576164.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -576205.000000 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -576205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -576240.687500 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -576240.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -576270.937500 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -576270.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -576303.812500 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -576303.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -576347.625000 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -576347.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -576376.187500 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -576376.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -576392.812500 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -576392.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -576406.625000 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -576406.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -576412.875000 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -576412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -576424.812500 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -576424.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -576430.687500 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -576430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -576442.062500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -576442.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -576447.875000 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -576447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -576451.750000 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -576451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -576453.750000 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -576453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -576460.000000 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -576460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -576464.187500 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -576464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -576467.812500 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -576467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -576470.125000 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -576470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -576475.187500 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -576475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -576474.562500 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -576474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -576476.875000 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -576476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -576476.437500 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -576476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -576478.500000 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -576478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -576477.937500 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -576477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -576480.937500 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -576480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -576480.187500 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -576480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -576482.125000 Penalty: 4057.161377
	Iteration 37Q: 3 clusters Score -576482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -576483.687500 Penalty: 4057.161377
	Iteration 38Q: 3 clusters Score -576483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -576483.187500 Penalty: 4057.161377
	Iteration 39Q: 3 clusters Score -576483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -576483.562500 Penalty: 4057.161377
	Iteration 40F: 3 clusters Score -576483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -576484.000000 Penalty: 4057.161377
	Iteration 41Q: 3 clusters Score -576484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -576484.500000 Penalty: 4057.161377
	Iteration 42Q: 3 clusters Score -576484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -576484.687500 Penalty: 4057.161377
	Iteration 43Q: 3 clusters Score -576484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -576484.500000 Penalty: 4057.161377
	Iteration 44Q: 3 clusters Score -576484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -576487.437500 Penalty: 4057.161377
	Iteration 45Q: 3 clusters Score -576487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -576488.687500 Penalty: 4057.161377
	Iteration 46Q: 3 clusters Score -576488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -576488.062500 Penalty: 4057.161377
	Iteration 47Q: 3 clusters Score -576488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -576488.062500 Penalty: 4057.161377
	Iteration 48F: 3 clusters Score -576488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -654745.375000 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -654745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -651097.125000 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -651097.1 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -651910.625000 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -651910.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -652123.187500 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -652123.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -652242.375000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -652242.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -652345.750000 Penalty: 4078.786133
	Iteration 4Q: 3 clusters Score -652345.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -652469.125000 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -652469.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -652633.687500 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -652633.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -652871.000000 Penalty: 4078.786133
	Iteration 7F: 3 clusters Score -652871 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -653145.562500 Penalty: 4078.786133
	Iteration 8F: 3 clusters Score -653145.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -653419.875000 Penalty: 4078.786133
	Iteration 9F: 3 clusters Score -653419.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -653623.000000 Penalty: 4078.786133
	Iteration 10F: 3 clusters Score -653623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -653799.687500 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -653799.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -653926.750000 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -653926.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -654003.375000 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -654003.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -654048.625000 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -654048.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -654075.562500 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -654075.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -654089.937500 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -654089.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -654101.375000 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -654101.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -654112.312500 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -654112.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -654121.187500 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -654121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -654127.750000 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -654127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -654132.125000 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -654132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -654135.375000 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -654135.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -654140.500000 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -654140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -654142.875000 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -654142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -654146.750000 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -654146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -654148.500000 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -654148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -654150.375000 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -654150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -654149.625000 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -654149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -654149.625000 Penalty: 4078.786133
	Iteration 29F: 3 clusters Score -654149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -1386781.125000 Penalty: 2227.613037
	Iteration 0F: 2 clusters Score -1386781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1380367.875000 Penalty: 4455.226074
	Iteration 0F: 3 clusters Score -1380368 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1382293.125000 Penalty: 4455.226074
	Iteration 1F: 3 clusters Score -1382293 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1382825.125000 Penalty: 4455.226074
	Iteration 2F: 3 clusters Score -1382825 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1383227.625000 Penalty: 4455.226074
	Iteration 3F: 3 clusters Score -1383228 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1383580.625000 Penalty: 4455.226074
	Iteration 4F: 3 clusters Score -1383581 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1383884.500000 Penalty: 4455.226074
	Iteration 5F: 3 clusters Score -1383884 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1384161.625000 Penalty: 4455.226074
	Iteration 6Q: 3 clusters Score -1384162 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1384427.750000 Penalty: 4455.226074
	Iteration 7Q: 3 clusters Score -1384428 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1384658.875000 Penalty: 4455.226074
	Iteration 8Q: 3 clusters Score -1384659 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1384833.375000 Penalty: 4455.226074
	Iteration 9Q: 3 clusters Score -1384833 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1384931.000000 Penalty: 4455.226074
	Iteration 10Q: 3 clusters Score -1384931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1385022.000000 Penalty: 4455.226074
	Iteration 11Q: 3 clusters Score -1385022 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1385077.875000 Penalty: 4455.226074
	Iteration 12Q: 3 clusters Score -1385078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1385134.125000 Penalty: 4455.226074
	Iteration 13Q: 3 clusters Score -1385134 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1385188.375000 Penalty: 4455.226074
	Iteration 14Q: 3 clusters Score -1385188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1385240.125000 Penalty: 4455.226074
	Iteration 15Q: 3 clusters Score -1385240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1385284.250000 Penalty: 4455.226074
	Iteration 16Q: 3 clusters Score -1385284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1385313.000000 Penalty: 4455.226074
	Iteration 17Q: 3 clusters Score -1385313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1385335.000000 Penalty: 4455.226074
	Iteration 18Q: 3 clusters Score -1385335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1385343.125000 Penalty: 4455.226074
	Iteration 19Q: 3 clusters Score -1385343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1385350.750000 Penalty: 4455.226074
	Iteration 20F: 3 clusters Score -1385351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1385355.500000 Penalty: 4455.226074
	Iteration 21Q: 3 clusters Score -1385356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1385361.250000 Penalty: 4455.226074
	Iteration 22Q: 3 clusters Score -1385361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1385371.125000 Penalty: 4455.226074
	Iteration 23Q: 3 clusters Score -1385371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1385370.875000 Penalty: 4455.226074
	Iteration 24Q: 3 clusters Score -1385371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1385374.125000 Penalty: 4455.226074
	Iteration 25Q: 3 clusters Score -1385374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1385378.250000 Penalty: 4455.226074
	Iteration 26Q: 3 clusters Score -1385378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1385380.375000 Penalty: 4455.226074
	Iteration 27Q: 3 clusters Score -1385380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1385378.750000 Penalty: 4455.226074
	Iteration 28Q: 3 clusters Score -1385379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1385382.000000 Penalty: 4455.226074
	Iteration 29Q: 3 clusters Score -1385382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1385386.875000 Penalty: 4455.226074
	Iteration 30Q: 3 clusters Score -1385387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1385389.500000 Penalty: 4455.226074
	Iteration 31Q: 3 clusters Score -1385390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1385387.625000 Penalty: 4455.226074
	Iteration 32Q: 3 clusters Score -1385388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1385390.250000 Penalty: 4455.226074
	Iteration 33Q: 3 clusters Score -1385390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1385390.500000 Penalty: 4455.226074
	Iteration 34Q: 3 clusters Score -1385390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1385392.250000 Penalty: 4455.226074
	Iteration 35Q: 3 clusters Score -1385392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1385393.250000 Penalty: 4455.226074
	Iteration 36Q: 3 clusters Score -1385393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1385391.750000 Penalty: 4455.226074
	Iteration 37Q: 3 clusters Score -1385392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1385395.000000 Penalty: 4455.226074
	Iteration 38Q: 3 clusters Score -1385395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1385396.125000 Penalty: 4455.226074
	Iteration 39Q: 3 clusters Score -1385396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1385397.875000 Penalty: 4455.226074
	Iteration 40F: 3 clusters Score -1385398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1385400.750000 Penalty: 4455.226074
	Iteration 41Q: 3 clusters Score -1385401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1385402.875000 Penalty: 4455.226074
	Iteration 42Q: 3 clusters Score -1385403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1385401.625000 Penalty: 4455.226074
	Iteration 43Q: 3 clusters Score -1385402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1385402.125000 Penalty: 4455.226074
	Iteration 44Q: 3 clusters Score -1385402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1385401.375000 Penalty: 4455.226074
	Iteration 45Q: 3 clusters Score -1385401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1385400.750000 Penalty: 4455.226074
	Iteration 46Q: 3 clusters Score -1385401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1385402.875000 Penalty: 4455.226074
	Iteration 47Q: 3 clusters Score -1385403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1385400.500000 Penalty: 4455.226074
	Iteration 48Q: 3 clusters Score -1385400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1385401.875000 Penalty: 4455.226074
	Iteration 49Q: 3 clusters Score -1385402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1385404.250000 Penalty: 4455.226074
	Iteration 50Q: 3 clusters Score -1385404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1385403.000000 Penalty: 4455.226074
	Iteration 51Q: 3 clusters Score -1385403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1385407.375000 Penalty: 4455.226074
	Iteration 52Q: 3 clusters Score -1385407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1385409.750000 Penalty: 4455.226074
	Iteration 53Q: 3 clusters Score -1385410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1385410.375000 Penalty: 4455.226074
	Iteration 54Q: 3 clusters Score -1385410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1385414.000000 Penalty: 4455.226074
	Iteration 55Q: 3 clusters Score -1385414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1385414.750000 Penalty: 4455.226074
	Iteration 56Q: 3 clusters Score -1385415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1385414.750000 Penalty: 4455.226074
	Iteration 57F: 3 clusters Score -1385415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Entering Unmasked Estep 
Score: -1712448.750000 Penalty: 2291.759766
	Iteration 0F: 2 clusters Score -1712449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1704587.000000 Penalty: 4583.519531
	Iteration 0F: 3 clusters Score -1704587 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1707046.500000 Penalty: 4583.519531
	Iteration 1F: 3 clusters Score -1707046 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1707571.000000 Penalty: 4583.519531
	Iteration 2F: 3 clusters Score -1707571 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1708036.500000 Penalty: 4583.519531
	Iteration 3F: 3 clusters Score -1708036 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1708434.250000 Penalty: 4583.519531
	Iteration 4F: 3 clusters Score -1708434 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1708768.875000 Penalty: 4583.519531
	Iteration 5F: 3 clusters Score -1708769 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1709041.625000 Penalty: 4583.519531
	Iteration 6Q: 3 clusters Score -1709042 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1709250.000000 Penalty: 4583.519531
	Iteration 7Q: 3 clusters Score -1709250 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1709465.875000 Penalty: 4583.519531
	Iteration 8Q: 3 clusters Score -1709466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1709664.500000 Penalty: 4583.519531
	Iteration 9Q: 3 clusters Score -1709664 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1709848.875000 Penalty: 4583.519531
	Iteration 10Q: 3 clusters Score -1709849 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1710015.750000 Penalty: 4583.519531
	Iteration 11Q: 3 clusters Score -1710016 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1710210.250000 Penalty: 4583.519531
	Iteration 12Q: 3 clusters Score -1710210 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1710399.250000 Penalty: 4583.519531
	Iteration 13Q: 3 clusters Score -1710399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1710564.375000 Penalty: 4583.519531
	Iteration 14Q: 3 clusters Score -1710564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1710725.250000 Penalty: 4583.519531
	Iteration 15Q: 3 clusters Score -1710725 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1710871.875000 Penalty: 4583.519531
	Iteration 16Q: 3 clusters Score -1710872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1710999.875000 Penalty: 4583.519531
	Iteration 17Q: 3 clusters Score -1711000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1711095.250000 Penalty: 4583.519531
	Iteration 18Q: 3 clusters Score -1711095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1711153.500000 Penalty: 4583.519531
	Iteration 19Q: 3 clusters Score -1711154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1711200.375000 Penalty: 4583.519531
	Iteration 20F: 3 clusters Score -1711200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1711238.375000 Penalty: 4583.519531
	Iteration 21Q: 3 clusters Score -1711238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1711260.875000 Penalty: 4583.519531
	Iteration 22Q: 3 clusters Score -1711261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1711284.875000 Penalty: 4583.519531
	Iteration 23Q: 3 clusters Score -1711285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1711295.875000 Penalty: 4583.519531
	Iteration 24Q: 3 clusters Score -1711296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1711300.750000 Penalty: 4583.519531
	Iteration 25Q: 3 clusters Score -1711301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1711306.750000 Penalty: 4583.519531
	Iteration 26Q: 3 clusters Score -1711307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1711313.750000 Penalty: 4583.519531
	Iteration 27Q: 3 clusters Score -1711314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1711319.625000 Penalty: 4583.519531
	Iteration 28Q: 3 clusters Score -1711320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1711325.625000 Penalty: 4583.519531
	Iteration 29Q: 3 clusters Score -1711326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1711333.375000 Penalty: 4583.519531
	Iteration 30Q: 3 clusters Score -1711333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1711335.250000 Penalty: 4583.519531
	Iteration 31Q: 3 clusters Score -1711335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1711337.375000 Penalty: 4583.519531
	Iteration 32Q: 3 clusters Score -1711337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1711335.500000 Penalty: 4583.519531
	Iteration 33Q: 3 clusters Score -1711336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1711339.625000 Penalty: 4583.519531
	Iteration 34Q: 3 clusters Score -1711340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1711341.375000 Penalty: 4583.519531
	Iteration 35Q: 3 clusters Score -1711341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1711340.750000 Penalty: 4583.519531
	Iteration 36Q: 3 clusters Score -1711341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1711340.875000 Penalty: 4583.519531
	Iteration 37Q: 3 clusters Score -1711341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1711342.625000 Penalty: 4583.519531
	Iteration 38Q: 3 clusters Score -1711343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1711344.125000 Penalty: 4583.519531
	Iteration 39Q: 3 clusters Score -1711344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1711346.750000 Penalty: 4583.519531
	Iteration 40F: 3 clusters Score -1711347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1711346.375000 Penalty: 4583.519531
	Iteration 41Q: 3 clusters Score -1711346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1711344.875000 Penalty: 4583.519531
	Iteration 42Q: 3 clusters Score -1711345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1711347.250000 Penalty: 4583.519531
	Iteration 43Q: 3 clusters Score -1711347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1711345.375000 Penalty: 4583.519531
	Iteration 44Q: 3 clusters Score -1711345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1711348.500000 Penalty: 4583.519531
	Iteration 45Q: 3 clusters Score -1711348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1711349.500000 Penalty: 4583.519531
	Iteration 46Q: 3 clusters Score -1711350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1711350.625000 Penalty: 4583.519531
	Iteration 47Q: 3 clusters Score -1711351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1711352.500000 Penalty: 4583.519531
	Iteration 48Q: 3 clusters Score -1711352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1711355.000000 Penalty: 4583.519531
	Iteration 49Q: 3 clusters Score -1711355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1711353.000000 Penalty: 4583.519531
	Iteration 50Q: 3 clusters Score -1711353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1711353.000000 Penalty: 4583.519531
	Iteration 51F: 3 clusters Score -1711353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 426 members 
Entering Unmasked Estep 
Score: -131399.812500 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131399.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131850.093750 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131850.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132100.140625 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132100.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132249.812500 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132249.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132371.046875 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -132371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -132474.421875 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132474.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132618.921875 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -132618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132693.234375 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -132693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132716.843750 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -132716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -132736.937500 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -132736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -132747.515625 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -132747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132751.906250 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -132751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -132753.656250 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -132753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132759.687500 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -132759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -132766.562500 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -132766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132773.984375 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -132774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132773.984375 Penalty: 3346.220459
	Iteration 16F: 3 clusters Score -132774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -1246781.000000 Penalty: 2199.575928
	Iteration 0F: 2 clusters Score -1246781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1240944.500000 Penalty: 4399.151855
	Iteration 0F: 3 clusters Score -1240944 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1242550.125000 Penalty: 4399.151855
	Iteration 1F: 3 clusters Score -1242550 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1242924.875000 Penalty: 4399.151855
	Iteration 2F: 3 clusters Score -1242925 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1243320.375000 Penalty: 4399.151855
	Iteration 3F: 3 clusters Score -1243320 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1243830.500000 Penalty: 4399.151855
	Iteration 4F: 3 clusters Score -1243830 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1244411.250000 Penalty: 4399.151855
	Iteration 5F: 3 clusters Score -1244411 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1244927.125000 Penalty: 4399.151855
	Iteration 6F: 3 clusters Score -1244927 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1245381.000000 Penalty: 4399.151855
	Iteration 7F: 3 clusters Score -1245381 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1245681.250000 Penalty: 4399.151855
	Iteration 8F: 3 clusters Score -1245681 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1245820.125000 Penalty: 4399.151855
	Iteration 9Q: 3 clusters Score -1245820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1245882.250000 Penalty: 4399.151855
	Iteration 10Q: 3 clusters Score -1245882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1245914.125000 Penalty: 4399.151855
	Iteration 11Q: 3 clusters Score -1245914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1245939.750000 Penalty: 4399.151855
	Iteration 12Q: 3 clusters Score -1245940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1245945.125000 Penalty: 4399.151855
	Iteration 13Q: 3 clusters Score -1245945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1245950.625000 Penalty: 4399.151855
	Iteration 14Q: 3 clusters Score -1245951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1245954.625000 Penalty: 4399.151855
	Iteration 15Q: 3 clusters Score -1245955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1245957.750000 Penalty: 4399.151855
	Iteration 16Q: 3 clusters Score -1245958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1245958.750000 Penalty: 4399.151855
	Iteration 17Q: 3 clusters Score -1245959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1245962.375000 Penalty: 4399.151855
	Iteration 18Q: 3 clusters Score -1245962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1245963.000000 Penalty: 4399.151855
	Iteration 19Q: 3 clusters Score -1245963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1245963.500000 Penalty: 4399.151855
	Iteration 20F: 3 clusters Score -1245964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Entering Unmasked Estep 
Score: -6040584.000000 Penalty: 2586.849854
	Iteration 0F: 2 clusters Score -6040584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -6017601.500000 Penalty: 5173.699707
	Iteration 0F: 3 clusters Score -6017602 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -6025944.500000 Penalty: 5173.699707
	Iteration 1F: 3 clusters Score -6025944 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -6026357.000000 Penalty: 5173.699707
	Iteration 2Q: 3 clusters Score -6026357 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6026698.500000 Penalty: 5173.699707
	Iteration 3Q: 3 clusters Score -6026698 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -6026964.500000 Penalty: 5173.699707
	Iteration 4Q: 3 clusters Score -6026964 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -6027303.500000 Penalty: 5173.699707
	Iteration 5Q: 3 clusters Score -6027304 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6027575.000000 Penalty: 5173.699707
	Iteration 6Q: 3 clusters Score -6027575 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -6027850.000000 Penalty: 5173.699707
	Iteration 7Q: 3 clusters Score -6027850 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6028200.500000 Penalty: 5173.699707
	Iteration 8Q: 3 clusters Score -6028200 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -6028661.000000 Penalty: 5173.699707
	Iteration 9Q: 3 clusters Score -6028661 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6029291.500000 Penalty: 5173.699707
	Iteration 10Q: 3 clusters Score -6029292 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6030178.500000 Penalty: 5173.699707
	Iteration 11Q: 3 clusters Score -6030178 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -6031446.000000 Penalty: 5173.699707
	Iteration 12F: 3 clusters Score -6031446 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6032952.500000 Penalty: 5173.699707
	Iteration 13F: 3 clusters Score -6032952 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6034471.500000 Penalty: 5173.699707
	Iteration 14F: 3 clusters Score -6034472 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6035691.500000 Penalty: 5173.699707
	Iteration 15Q: 3 clusters Score -6035692 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6036406.500000 Penalty: 5173.699707
	Iteration 16Q: 3 clusters Score -6036406 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6036893.500000 Penalty: 5173.699707
	Iteration 17Q: 3 clusters Score -6036894 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6037206.500000 Penalty: 5173.699707
	Iteration 18Q: 3 clusters Score -6037206 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6037413.500000 Penalty: 5173.699707
	Iteration 19Q: 3 clusters Score -6037414 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6037559.500000 Penalty: 5173.699707
	Iteration 20F: 3 clusters Score -6037560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6037650.500000 Penalty: 5173.699707
	Iteration 21Q: 3 clusters Score -6037650 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6037730.500000 Penalty: 5173.699707
	Iteration 22Q: 3 clusters Score -6037730 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6037803.500000 Penalty: 5173.699707
	Iteration 23Q: 3 clusters Score -6037804 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6037825.500000 Penalty: 5173.699707
	Iteration 24Q: 3 clusters Score -6037826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6037861.000000 Penalty: 5173.699707
	Iteration 25Q: 3 clusters Score -6037861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6037891.000000 Penalty: 5173.699707
	Iteration 26Q: 3 clusters Score -6037891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6037930.000000 Penalty: 5173.699707
	Iteration 27Q: 3 clusters Score -6037930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6037959.500000 Penalty: 5173.699707
	Iteration 28Q: 3 clusters Score -6037960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6037978.000000 Penalty: 5173.699707
	Iteration 29Q: 3 clusters Score -6037978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6037989.000000 Penalty: 5173.699707
	Iteration 30Q: 3 clusters Score -6037989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6038015.000000 Penalty: 5173.699707
	Iteration 31Q: 3 clusters Score -6038015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6038030.500000 Penalty: 5173.699707
	Iteration 32Q: 3 clusters Score -6038030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6038037.500000 Penalty: 5173.699707
	Iteration 33Q: 3 clusters Score -6038038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6038046.000000 Penalty: 5173.699707
	Iteration 34Q: 3 clusters Score -6038046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6038051.500000 Penalty: 5173.699707
	Iteration 35Q: 3 clusters Score -6038052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6038067.500000 Penalty: 5173.699707
	Iteration 36Q: 3 clusters Score -6038068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6038089.000000 Penalty: 5173.699707
	Iteration 37Q: 3 clusters Score -6038089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6038102.500000 Penalty: 5173.699707
	Iteration 38Q: 3 clusters Score -6038102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6038105.000000 Penalty: 5173.699707
	Iteration 39Q: 3 clusters Score -6038105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6038103.500000 Penalty: 5173.699707
	Iteration 40F: 3 clusters Score -6038104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6038105.500000 Penalty: 5173.699707
	Iteration 41Q: 3 clusters Score -6038106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6038118.500000 Penalty: 5173.699707
	Iteration 42Q: 3 clusters Score -6038118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6038120.000000 Penalty: 5173.699707
	Iteration 43Q: 3 clusters Score -6038120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6038130.500000 Penalty: 5173.699707
	Iteration 44Q: 3 clusters Score -6038130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6038127.000000 Penalty: 5173.699707
	Iteration 45Q: 3 clusters Score -6038127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6038134.000000 Penalty: 5173.699707
	Iteration 46Q: 3 clusters Score -6038134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6038134.000000 Penalty: 5173.699707
	Iteration 47Q: 3 clusters Score -6038134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6038158.500000 Penalty: 5173.699707
	Iteration 48Q: 3 clusters Score -6038158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6038168.000000 Penalty: 5173.699707
	Iteration 49Q: 3 clusters Score -6038168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6038172.500000 Penalty: 5173.699707
	Iteration 50Q: 3 clusters Score -6038172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6038177.500000 Penalty: 5173.699707
	Iteration 51Q: 3 clusters Score -6038178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6038176.500000 Penalty: 5173.699707
	Iteration 52Q: 3 clusters Score -6038176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6038196.000000 Penalty: 5173.699707
	Iteration 53Q: 3 clusters Score -6038196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6038195.000000 Penalty: 5173.699707
	Iteration 54Q: 3 clusters Score -6038195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6038191.000000 Penalty: 5173.699707
	Iteration 55Q: 3 clusters Score -6038191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6038189.000000 Penalty: 5173.699707
	Iteration 56Q: 3 clusters Score -6038189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6038195.000000 Penalty: 5173.699707
	Iteration 57Q: 3 clusters Score -6038195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6038203.500000 Penalty: 5173.699707
	Iteration 58Q: 3 clusters Score -6038204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6038211.000000 Penalty: 5173.699707
	Iteration 59Q: 3 clusters Score -6038211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6038199.000000 Penalty: 5173.699707
	Iteration 60F: 3 clusters Score -6038199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6038196.500000 Penalty: 5173.699707
	Iteration 61Q: 3 clusters Score -6038196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6038201.500000 Penalty: 5173.699707
	Iteration 62Q: 3 clusters Score -6038202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6038201.500000 Penalty: 5173.699707
	Iteration 63Q: 3 clusters Score -6038202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6038204.500000 Penalty: 5173.699707
	Iteration 64Q: 3 clusters Score -6038204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6038209.000000 Penalty: 5173.699707
	Iteration 65Q: 3 clusters Score -6038209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6038203.500000 Penalty: 5173.699707
	Iteration 66Q: 3 clusters Score -6038204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6038203.500000 Penalty: 5173.699707
	Iteration 67Q: 3 clusters Score -6038204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6038204.500000 Penalty: 5173.699707
	Iteration 68Q: 3 clusters Score -6038204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6038213.500000 Penalty: 5173.699707
	Iteration 69Q: 3 clusters Score -6038214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6038226.500000 Penalty: 5173.699707
	Iteration 70Q: 3 clusters Score -6038226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6038229.500000 Penalty: 5173.699707
	Iteration 71Q: 3 clusters Score -6038230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6038245.000000 Penalty: 5173.699707
	Iteration 72Q: 3 clusters Score -6038245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6038264.000000 Penalty: 5173.699707
	Iteration 73Q: 3 clusters Score -6038264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6038267.000000 Penalty: 5173.699707
	Iteration 74Q: 3 clusters Score -6038267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6038266.000000 Penalty: 5173.699707
	Iteration 75Q: 3 clusters Score -6038266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6038282.500000 Penalty: 5173.699707
	Iteration 76Q: 3 clusters Score -6038282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6038276.000000 Penalty: 5173.699707
	Iteration 77Q: 3 clusters Score -6038276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6038296.000000 Penalty: 5173.699707
	Iteration 78Q: 3 clusters Score -6038296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6038309.500000 Penalty: 5173.699707
	Iteration 79Q: 3 clusters Score -6038310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6038321.500000 Penalty: 5173.699707
	Iteration 80F: 3 clusters Score -6038322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6038331.000000 Penalty: 5173.699707
	Iteration 81Q: 3 clusters Score -6038331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6038352.000000 Penalty: 5173.699707
	Iteration 82Q: 3 clusters Score -6038352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6038387.000000 Penalty: 5173.699707
	Iteration 83Q: 3 clusters Score -6038387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6038395.000000 Penalty: 5173.699707
	Iteration 84Q: 3 clusters Score -6038395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6038399.500000 Penalty: 5173.699707
	Iteration 85Q: 3 clusters Score -6038400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6038404.000000 Penalty: 5173.699707
	Iteration 86Q: 3 clusters Score -6038404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6038406.000000 Penalty: 5173.699707
	Iteration 87Q: 3 clusters Score -6038406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6038418.500000 Penalty: 5173.699707
	Iteration 88Q: 3 clusters Score -6038418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6038417.000000 Penalty: 5173.699707
	Iteration 89Q: 3 clusters Score -6038417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6038431.000000 Penalty: 5173.699707
	Iteration 90Q: 3 clusters Score -6038431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6038439.000000 Penalty: 5173.699707
	Iteration 91Q: 3 clusters Score -6038439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6038430.000000 Penalty: 5173.699707
	Iteration 92Q: 3 clusters Score -6038430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6038439.500000 Penalty: 5173.699707
	Iteration 93Q: 3 clusters Score -6038440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6038440.000000 Penalty: 5173.699707
	Iteration 94Q: 3 clusters Score -6038440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6038446.500000 Penalty: 5173.699707
	Iteration 95Q: 3 clusters Score -6038446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6038443.000000 Penalty: 5173.699707
	Iteration 96Q: 3 clusters Score -6038443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6038443.000000 Penalty: 5173.699707
	Iteration 97Q: 3 clusters Score -6038443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6038443.500000 Penalty: 5173.699707
	Iteration 98Q: 3 clusters Score -6038444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6038443.500000 Penalty: 5173.699707
	Iteration 99Q: 3 clusters Score -6038444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6038441.000000 Penalty: 5173.699707
	Iteration 100F: 3 clusters Score -6038441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -541867.437500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -541867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -538536.125000 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -538536.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -539410.312500 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -539410.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -539804.250000 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -539804.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -540222.250000 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -540222.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -540692.375000 Penalty: 3992.357422
	Iteration 4F: 3 clusters Score -540692.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -541004.937500 Penalty: 3992.357422
	Iteration 5F: 3 clusters Score -541004.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -541211.937500 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -541211.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -541353.375000 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -541353.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -541436.125000 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -541436.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -541503.062500 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -541503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -541552.500000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -541552.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -541589.812500 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -541589.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -541604.125000 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -541604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -541609.250000 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -541609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -541612.375000 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -541612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -541614.187500 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -541614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541614.187500 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -541614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -541614.187500 Penalty: 3992.357422
	Iteration 17F: 3 clusters Score -541614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Entering Unmasked Estep 
Score: -5271440.500000 Penalty: 2556.231445
	Iteration 0F: 2 clusters Score -5271440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5250872.000000 Penalty: 5112.462891
	Iteration 0F: 3 clusters Score -5250872 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5258244.000000 Penalty: 5112.462891
	Iteration 1F: 3 clusters Score -5258244 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5258760.000000 Penalty: 5112.462891
	Iteration 2F: 3 clusters Score -5258760 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -5259208.000000 Penalty: 5112.462891
	Iteration 3Q: 3 clusters Score -5259208 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5259631.500000 Penalty: 5112.462891
	Iteration 4Q: 3 clusters Score -5259632 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5260035.500000 Penalty: 5112.462891
	Iteration 5Q: 3 clusters Score -5260036 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5260450.000000 Penalty: 5112.462891
	Iteration 6Q: 3 clusters Score -5260450 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5260937.000000 Penalty: 5112.462891
	Iteration 7Q: 3 clusters Score -5260937 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5261395.000000 Penalty: 5112.462891
	Iteration 8Q: 3 clusters Score -5261395 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5261974.000000 Penalty: 5112.462891
	Iteration 9Q: 3 clusters Score -5261974 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5262657.000000 Penalty: 5112.462891
	Iteration 10Q: 3 clusters Score -5262657 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5263465.500000 Penalty: 5112.462891
	Iteration 11Q: 3 clusters Score -5263466 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5264235.000000 Penalty: 5112.462891
	Iteration 12Q: 3 clusters Score -5264235 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5264968.000000 Penalty: 5112.462891
	Iteration 13Q: 3 clusters Score -5264968 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5265612.000000 Penalty: 5112.462891
	Iteration 14Q: 3 clusters Score -5265612 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5266178.500000 Penalty: 5112.462891
	Iteration 15Q: 3 clusters Score -5266178 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5266643.000000 Penalty: 5112.462891
	Iteration 16Q: 3 clusters Score -5266643 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5267034.000000 Penalty: 5112.462891
	Iteration 17Q: 3 clusters Score -5267034 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5267461.000000 Penalty: 5112.462891
	Iteration 18Q: 3 clusters Score -5267461 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5267868.500000 Penalty: 5112.462891
	Iteration 19Q: 3 clusters Score -5267868 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5268188.500000 Penalty: 5112.462891
	Iteration 20F: 3 clusters Score -5268188 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5268445.500000 Penalty: 5112.462891
	Iteration 21Q: 3 clusters Score -5268446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5268672.000000 Penalty: 5112.462891
	Iteration 22Q: 3 clusters Score -5268672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5268842.000000 Penalty: 5112.462891
	Iteration 23Q: 3 clusters Score -5268842 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5268966.000000 Penalty: 5112.462891
	Iteration 24Q: 3 clusters Score -5268966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5269049.500000 Penalty: 5112.462891
	Iteration 25Q: 3 clusters Score -5269050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5269104.500000 Penalty: 5112.462891
	Iteration 26Q: 3 clusters Score -5269104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5269140.500000 Penalty: 5112.462891
	Iteration 27Q: 3 clusters Score -5269140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5269158.000000 Penalty: 5112.462891
	Iteration 28Q: 3 clusters Score -5269158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5269174.000000 Penalty: 5112.462891
	Iteration 29Q: 3 clusters Score -5269174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5269177.000000 Penalty: 5112.462891
	Iteration 30Q: 3 clusters Score -5269177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5269192.000000 Penalty: 5112.462891
	Iteration 31Q: 3 clusters Score -5269192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5269212.500000 Penalty: 5112.462891
	Iteration 32Q: 3 clusters Score -5269212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5269219.500000 Penalty: 5112.462891
	Iteration 33Q: 3 clusters Score -5269220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5269236.000000 Penalty: 5112.462891
	Iteration 34Q: 3 clusters Score -5269236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5269246.000000 Penalty: 5112.462891
	Iteration 35Q: 3 clusters Score -5269246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5269245.000000 Penalty: 5112.462891
	Iteration 36Q: 3 clusters Score -5269245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5269258.000000 Penalty: 5112.462891
	Iteration 37Q: 3 clusters Score -5269258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5269250.500000 Penalty: 5112.462891
	Iteration 38Q: 3 clusters Score -5269250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5269257.500000 Penalty: 5112.462891
	Iteration 39Q: 3 clusters Score -5269258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5269277.000000 Penalty: 5112.462891
	Iteration 40F: 3 clusters Score -5269277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5269283.500000 Penalty: 5112.462891
	Iteration 41Q: 3 clusters Score -5269284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5269282.500000 Penalty: 5112.462891
	Iteration 42Q: 3 clusters Score -5269282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5269284.500000 Penalty: 5112.462891
	Iteration 43Q: 3 clusters Score -5269284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5269289.000000 Penalty: 5112.462891
	Iteration 44Q: 3 clusters Score -5269289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5269292.000000 Penalty: 5112.462891
	Iteration 45Q: 3 clusters Score -5269292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5269301.500000 Penalty: 5112.462891
	Iteration 46Q: 3 clusters Score -5269302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5269304.500000 Penalty: 5112.462891
	Iteration 47Q: 3 clusters Score -5269304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5269302.500000 Penalty: 5112.462891
	Iteration 48Q: 3 clusters Score -5269302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5269306.500000 Penalty: 5112.462891
	Iteration 49Q: 3 clusters Score -5269306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5269303.500000 Penalty: 5112.462891
	Iteration 50Q: 3 clusters Score -5269304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5269309.000000 Penalty: 5112.462891
	Iteration 51Q: 3 clusters Score -5269309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5269312.500000 Penalty: 5112.462891
	Iteration 52Q: 3 clusters Score -5269312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5269318.000000 Penalty: 5112.462891
	Iteration 53Q: 3 clusters Score -5269318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5269321.000000 Penalty: 5112.462891
	Iteration 54Q: 3 clusters Score -5269321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5269325.500000 Penalty: 5112.462891
	Iteration 55Q: 3 clusters Score -5269326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5269328.500000 Penalty: 5112.462891
	Iteration 56Q: 3 clusters Score -5269328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5269333.000000 Penalty: 5112.462891
	Iteration 57Q: 3 clusters Score -5269333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5269330.000000 Penalty: 5112.462891
	Iteration 58Q: 3 clusters Score -5269330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5269324.000000 Penalty: 5112.462891
	Iteration 59Q: 3 clusters Score -5269324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5269326.500000 Penalty: 5112.462891
	Iteration 60F: 3 clusters Score -5269326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -942927.062500 Penalty: 2146.622803
	Iteration 0F: 2 clusters Score -942927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -937915.875000 Penalty: 4293.245605
	Iteration 0F: 3 clusters Score -937915.9 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -939331.812500 Penalty: 4293.245605
	Iteration 1F: 3 clusters Score -939331.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -939816.437500 Penalty: 4293.245605
	Iteration 2F: 3 clusters Score -939816.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -940253.750000 Penalty: 4293.245605
	Iteration 3F: 3 clusters Score -940253.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -940623.562500 Penalty: 4293.245605
	Iteration 4F: 3 clusters Score -940623.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -940932.375000 Penalty: 4293.245605
	Iteration 5F: 3 clusters Score -940932.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -941166.750000 Penalty: 4293.245605
	Iteration 6F: 3 clusters Score -941166.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -941315.437500 Penalty: 4293.245605
	Iteration 7Q: 3 clusters Score -941315.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -941407.937500 Penalty: 4293.245605
	Iteration 8Q: 3 clusters Score -941407.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -941484.000000 Penalty: 4293.245605
	Iteration 9Q: 3 clusters Score -941484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -941541.750000 Penalty: 4293.245605
	Iteration 10Q: 3 clusters Score -941541.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -941595.187500 Penalty: 4293.245605
	Iteration 11Q: 3 clusters Score -941595.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -941640.500000 Penalty: 4293.245605
	Iteration 12Q: 3 clusters Score -941640.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -941672.375000 Penalty: 4293.245605
	Iteration 13Q: 3 clusters Score -941672.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -941691.562500 Penalty: 4293.245605
	Iteration 14Q: 3 clusters Score -941691.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -941700.000000 Penalty: 4293.245605
	Iteration 15Q: 3 clusters Score -941700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -941703.812500 Penalty: 4293.245605
	Iteration 16Q: 3 clusters Score -941703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -941708.500000 Penalty: 4293.245605
	Iteration 17Q: 3 clusters Score -941708.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -941714.812500 Penalty: 4293.245605
	Iteration 18Q: 3 clusters Score -941714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -941718.562500 Penalty: 4293.245605
	Iteration 19Q: 3 clusters Score -941718.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -941724.375000 Penalty: 4293.245605
	Iteration 20F: 3 clusters Score -941724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -941728.750000 Penalty: 4293.245605
	Iteration 21Q: 3 clusters Score -941728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -941729.625000 Penalty: 4293.245605
	Iteration 22Q: 3 clusters Score -941729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -941732.000000 Penalty: 4293.245605
	Iteration 23Q: 3 clusters Score -941732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -941735.125000 Penalty: 4293.245605
	Iteration 24Q: 3 clusters Score -941735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -941738.750000 Penalty: 4293.245605
	Iteration 25Q: 3 clusters Score -941738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -941741.125000 Penalty: 4293.245605
	Iteration 26Q: 3 clusters Score -941741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -941741.312500 Penalty: 4293.245605
	Iteration 27Q: 3 clusters Score -941741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -941740.812500 Penalty: 4293.245605
	Iteration 28Q: 3 clusters Score -941740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -941743.187500 Penalty: 4293.245605
	Iteration 29Q: 3 clusters Score -941743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -941744.312500 Penalty: 4293.245605
	Iteration 30Q: 3 clusters Score -941744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -941744.750000 Penalty: 4293.245605
	Iteration 31Q: 3 clusters Score -941744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -941744.625000 Penalty: 4293.245605
	Iteration 32Q: 3 clusters Score -941744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -941744.937500 Penalty: 4293.245605
	Iteration 33Q: 3 clusters Score -941744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -941744.937500 Penalty: 4293.245605
	Iteration 34F: 3 clusters Score -941744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1341327.250000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1341327 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 3908 members 
Entering Unmasked Estep 
Score: -1335108.125000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1335108 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1336902.125000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1336902 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1337341.000000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1337341 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1337853.375000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1337853 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1338400.500000 Penalty: 4442.350098
	Iteration 4F: 3 clusters Score -1338400 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1338829.125000 Penalty: 4442.350098
	Iteration 5F: 3 clusters Score -1338829 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1339156.625000 Penalty: 4442.350098
	Iteration 6F: 3 clusters Score -1339157 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1339403.000000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1339403 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1339572.375000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1339572 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1339711.625000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1339712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1339808.250000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1339808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1339898.000000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1339898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1339965.125000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1339965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1340004.500000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1340004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1340030.750000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1340031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1340051.750000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1340052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1340060.000000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1340060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1340070.625000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1340071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1340077.000000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1340077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1340084.125000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1340084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1340087.875000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1340088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1340093.500000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1340094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1340097.125000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1340097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1340103.000000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1340103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1340108.000000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1340108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1340108.375000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1340108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1340110.250000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1340110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1340113.000000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1340113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1340116.500000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1340116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1340121.500000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1340122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1340129.125000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1340129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1340137.250000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1340137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1340139.250000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1340139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1340145.250000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1340145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1340146.125000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1340146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1340145.875000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1340146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1340151.000000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1340151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1340154.125000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1340154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1340159.500000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -1340160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1340160.625000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -1340161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1340162.750000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -1340163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1340165.250000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -1340165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1340167.750000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -1340168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1340170.625000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -1340171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1340174.000000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -1340174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1340179.875000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -1340180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1340187.750000 Penalty: 4442.350098
	Iteration 46Q: 3 clusters Score -1340188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1340185.750000 Penalty: 4442.350098
	Iteration 47Q: 3 clusters Score -1340186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1340190.000000 Penalty: 4442.350098
	Iteration 48Q: 3 clusters Score -1340190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1340194.625000 Penalty: 4442.350098
	Iteration 49Q: 3 clusters Score -1340195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1340197.375000 Penalty: 4442.350098
	Iteration 50Q: 3 clusters Score -1340197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1340198.000000 Penalty: 4442.350098
	Iteration 51Q: 3 clusters Score -1340198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1340196.125000 Penalty: 4442.350098
	Iteration 52Q: 3 clusters Score -1340196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1340196.500000 Penalty: 4442.350098
	Iteration 53Q: 3 clusters Score -1340196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1340196.500000 Penalty: 4442.350098
	Iteration 54Q: 3 clusters Score -1340196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1340197.375000 Penalty: 4442.350098
	Iteration 55Q: 3 clusters Score -1340197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1340198.375000 Penalty: 4442.350098
	Iteration 56Q: 3 clusters Score -1340198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1340201.000000 Penalty: 4442.350098
	Iteration 57Q: 3 clusters Score -1340201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1340200.875000 Penalty: 4442.350098
	Iteration 58Q: 3 clusters Score -1340201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1340202.500000 Penalty: 4442.350098
	Iteration 59Q: 3 clusters Score -1340202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1340202.500000 Penalty: 4442.350098
	Iteration 60F: 3 clusters Score -1340202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -2444586.500000 Penalty: 2375.952881
	Iteration 0F: 2 clusters Score -2444586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2434081.500000 Penalty: 4751.905762
	Iteration 0F: 3 clusters Score -2434082 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2437723.750000 Penalty: 4751.905762
	Iteration 1F: 3 clusters Score -2437724 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2438502.250000 Penalty: 4751.905762
	Iteration 2F: 3 clusters Score -2438502 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2439494.000000 Penalty: 4751.905762
	Iteration 3F: 3 clusters Score -2439494 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2440656.000000 Penalty: 4751.905762
	Iteration 4F: 3 clusters Score -2440656 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2441736.500000 Penalty: 4751.905762
	Iteration 5F: 3 clusters Score -2441736 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2442575.750000 Penalty: 4751.905762
	Iteration 6F: 3 clusters Score -2442576 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2443156.250000 Penalty: 4751.905762
	Iteration 7F: 3 clusters Score -2443156 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2443472.250000 Penalty: 4751.905762
	Iteration 8Q: 3 clusters Score -2443472 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2443678.750000 Penalty: 4751.905762
	Iteration 9Q: 3 clusters Score -2443679 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2443810.500000 Penalty: 4751.905762
	Iteration 10Q: 3 clusters Score -2443810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2443886.250000 Penalty: 4751.905762
	Iteration 11Q: 3 clusters Score -2443886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2443926.750000 Penalty: 4751.905762
	Iteration 12Q: 3 clusters Score -2443927 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2443945.250000 Penalty: 4751.905762
	Iteration 13Q: 3 clusters Score -2443945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2443954.500000 Penalty: 4751.905762
	Iteration 14Q: 3 clusters Score -2443954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2443960.750000 Penalty: 4751.905762
	Iteration 15Q: 3 clusters Score -2443961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2443971.250000 Penalty: 4751.905762
	Iteration 16Q: 3 clusters Score -2443971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2443978.750000 Penalty: 4751.905762
	Iteration 17Q: 3 clusters Score -2443979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2443989.000000 Penalty: 4751.905762
	Iteration 18Q: 3 clusters Score -2443989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2443986.750000 Penalty: 4751.905762
	Iteration 19Q: 3 clusters Score -2443987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2443997.750000 Penalty: 4751.905762
	Iteration 20F: 3 clusters Score -2443998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2444004.000000 Penalty: 4751.905762
	Iteration 21Q: 3 clusters Score -2444004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2444010.250000 Penalty: 4751.905762
	Iteration 22Q: 3 clusters Score -2444010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2444015.250000 Penalty: 4751.905762
	Iteration 23Q: 3 clusters Score -2444015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2444021.500000 Penalty: 4751.905762
	Iteration 24Q: 3 clusters Score -2444022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2444022.250000 Penalty: 4751.905762
	Iteration 25Q: 3 clusters Score -2444022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2444024.000000 Penalty: 4751.905762
	Iteration 26Q: 3 clusters Score -2444024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2444023.500000 Penalty: 4751.905762
	Iteration 27Q: 3 clusters Score -2444024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2444028.000000 Penalty: 4751.905762
	Iteration 28Q: 3 clusters Score -2444028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2444031.500000 Penalty: 4751.905762
	Iteration 29Q: 3 clusters Score -2444032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2444036.000000 Penalty: 4751.905762
	Iteration 30Q: 3 clusters Score -2444036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2444035.000000 Penalty: 4751.905762
	Iteration 31Q: 3 clusters Score -2444035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2444035.250000 Penalty: 4751.905762
	Iteration 32Q: 3 clusters Score -2444035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2444036.000000 Penalty: 4751.905762
	Iteration 33Q: 3 clusters Score -2444036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2444037.500000 Penalty: 4751.905762
	Iteration 34Q: 3 clusters Score -2444038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2444037.250000 Penalty: 4751.905762
	Iteration 35Q: 3 clusters Score -2444037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2444038.000000 Penalty: 4751.905762
	Iteration 36Q: 3 clusters Score -2444038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2444040.250000 Penalty: 4751.905762
	Iteration 37Q: 3 clusters Score -2444040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2444039.000000 Penalty: 4751.905762
	Iteration 38Q: 3 clusters Score -2444039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2444041.500000 Penalty: 4751.905762
	Iteration 39Q: 3 clusters Score -2444042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2444043.500000 Penalty: 4751.905762
	Iteration 40F: 3 clusters Score -2444044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2444042.000000 Penalty: 4751.905762
	Iteration 41Q: 3 clusters Score -2444042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2444041.250000 Penalty: 4751.905762
	Iteration 42Q: 3 clusters Score -2444041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2444041.250000 Penalty: 4751.905762
	Iteration 43F: 3 clusters Score -2444041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -720072.562500 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -720072.6 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 2243 members 
Entering Unmasked Estep 
Score: -715873.187500 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -715873.2 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -717487.812500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -717487.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -718162.437500 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -718162.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -718566.250000 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -718566.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -718823.812500 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -718823.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -719010.750000 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -719010.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -719137.937500 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -719137.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -719214.937500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -719214.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -719279.875000 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -719279.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -719315.625000 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -719315.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -719337.062500 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -719337.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -719356.937500 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -719356.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -719375.625000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -719375.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -719392.187500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -719392.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -719407.625000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -719407.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -719423.312500 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -719423.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -719439.250000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -719439.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -719457.625000 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -719457.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -719473.125000 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -719473.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -719478.875000 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -719478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -719488.375000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -719488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -719493.687500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -719493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -719498.687500 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -719498.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -719511.312500 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -719511.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -719519.187500 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -719519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -719525.750000 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -719525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -719533.125000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -719533.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -719544.312500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -719544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -719553.625000 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -719553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -719561.312500 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -719561.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -719573.812500 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -719573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -719582.312500 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -719582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -719586.312500 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -719586.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -719589.312500 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -719589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -719594.625000 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -719594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -719593.687500 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -719593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -719596.500000 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -719596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -719595.625000 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -719595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -719595.625000 Penalty: 4177.531250
	Iteration 38F: 3 clusters Score -719595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -41098.472656 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -41098.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39971.546875 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39971.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40173.613281 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -40173.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40240.769531 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -40240.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40260.074219 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -40260.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40276.886719 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40276.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40338.031250 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40338.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40401.191406 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -40401.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40511.054688 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -40511.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40552.683594 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -40552.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40601.144531 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -40601.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40614.945312 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -40614.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40622.800781 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -40622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40632.359375 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -40632.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40637.675781 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -40637.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -40637.675781 Penalty: 2843.737305
	Iteration 14F: 3 clusters Score -40637.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28446.056641 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28446.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27326.453125 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27326.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27707.878906 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27707.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28000.060547 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -28000.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28215.322266 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -28215.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28389.355469 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -28389.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28656.205078 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -28656.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28758.220703 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28758.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28814.609375 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28814.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28860.287109 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -28860.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28908.052734 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -28908.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28994.914062 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -28994.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28997.419922 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -28997.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28998.677734 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -28998.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29002.906250 Penalty: 2923.623779
	Iteration 13F: 3 clusters Score -29002.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29027.794922 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -29027.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29043.781250 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -29043.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29043.781250 Penalty: 2923.623779
	Iteration 16F: 3 clusters Score -29043.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 177 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 186 members 
Entering Unmasked Estep 
Score: -117282512.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117283824.000000 to -117282512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1447411.750000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1447412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1440867.375000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1440867 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1442696.750000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1442697 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1443015.625000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1443016 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1443251.875000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1443252 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1443520.250000 Penalty: 4473.573242
	Iteration 4Q: 3 clusters Score -1443520 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1443925.125000 Penalty: 4473.573242
	Iteration 5F: 3 clusters Score -1443925 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1444575.625000 Penalty: 4473.573242
	Iteration 6F: 3 clusters Score -1444576 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1445490.875000 Penalty: 4473.573242
	Iteration 7F: 3 clusters Score -1445491 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1446376.625000 Penalty: 4473.573242
	Iteration 8F: 3 clusters Score -1446377 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1446839.250000 Penalty: 4473.573242
	Iteration 9F: 3 clusters Score -1446839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1447008.875000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1447009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1447081.125000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1447081 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1447121.250000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1447121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1447141.500000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1447142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1447151.000000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1447151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1447164.000000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1447164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1447172.375000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1447172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1447174.750000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1447175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1447175.625000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1447176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1447178.000000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1447178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1447179.000000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1447179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1447183.250000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1447183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1447182.875000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1447183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1447186.375000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1447186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1447186.875000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1447187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1447189.375000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1447189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1447189.000000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1447189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1447191.875000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1447192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1447191.875000 Penalty: 4473.573242
	Iteration 28F: 3 clusters Score -1447192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Entering Unmasked Estep 
Score: -7018909.500000 Penalty: 2625.059082
	Iteration 0F: 2 clusters Score -7018910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -6994095.500000 Penalty: 5250.118164
	Iteration 0F: 3 clusters Score -6994096 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -7004125.500000 Penalty: 5250.118164
	Iteration 1F: 3 clusters Score -7004126 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -7004889.500000 Penalty: 5250.118164
	Iteration 2F: 3 clusters Score -7004890 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -7005825.500000 Penalty: 5250.118164
	Iteration 3F: 3 clusters Score -7005826 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7007040.000000 Penalty: 5250.118164
	Iteration 4F: 3 clusters Score -7007040 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7008490.000000 Penalty: 5250.118164
	Iteration 5F: 3 clusters Score -7008490 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -7010167.000000 Penalty: 5250.118164
	Iteration 6F: 3 clusters Score -7010167 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -7011951.000000 Penalty: 5250.118164
	Iteration 7F: 3 clusters Score -7011951 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -7013522.500000 Penalty: 5250.118164
	Iteration 8F: 3 clusters Score -7013522 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -7014694.500000 Penalty: 5250.118164
	Iteration 9Q: 3 clusters Score -7014694 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -7015457.500000 Penalty: 5250.118164
	Iteration 10Q: 3 clusters Score -7015458 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7016014.500000 Penalty: 5250.118164
	Iteration 11Q: 3 clusters Score -7016014 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7016408.500000 Penalty: 5250.118164
	Iteration 12Q: 3 clusters Score -7016408 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7016573.000000 Penalty: 5250.118164
	Iteration 13Q: 3 clusters Score -7016573 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -7016734.500000 Penalty: 5250.118164
	Iteration 14Q: 3 clusters Score -7016734 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7016840.000000 Penalty: 5250.118164
	Iteration 15Q: 3 clusters Score -7016840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -7016936.500000 Penalty: 5250.118164
	Iteration 16Q: 3 clusters Score -7016936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7016995.500000 Penalty: 5250.118164
	Iteration 17Q: 3 clusters Score -7016996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7017034.500000 Penalty: 5250.118164
	Iteration 18Q: 3 clusters Score -7017034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7017058.500000 Penalty: 5250.118164
	Iteration 19Q: 3 clusters Score -7017058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7017060.000000 Penalty: 5250.118164
	Iteration 20F: 3 clusters Score -7017060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7017071.000000 Penalty: 5250.118164
	Iteration 21Q: 3 clusters Score -7017071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7017082.000000 Penalty: 5250.118164
	Iteration 22Q: 3 clusters Score -7017082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7017086.500000 Penalty: 5250.118164
	Iteration 23Q: 3 clusters Score -7017086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7017088.500000 Penalty: 5250.118164
	Iteration 24Q: 3 clusters Score -7017088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7017101.500000 Penalty: 5250.118164
	Iteration 25Q: 3 clusters Score -7017102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7017099.000000 Penalty: 5250.118164
	Iteration 26Q: 3 clusters Score -7017099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7017105.000000 Penalty: 5250.118164
	Iteration 27Q: 3 clusters Score -7017105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7017122.500000 Penalty: 5250.118164
	Iteration 28Q: 3 clusters Score -7017122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7017119.000000 Penalty: 5250.118164
	Iteration 29Q: 3 clusters Score -7017119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -7017125.000000 Penalty: 5250.118164
	Iteration 30Q: 3 clusters Score -7017125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7017130.500000 Penalty: 5250.118164
	Iteration 31Q: 3 clusters Score -7017130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7017124.000000 Penalty: 5250.118164
	Iteration 32Q: 3 clusters Score -7017124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7017122.000000 Penalty: 5250.118164
	Iteration 33Q: 3 clusters Score -7017122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7017119.000000 Penalty: 5250.118164
	Iteration 34Q: 3 clusters Score -7017119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7017119.000000 Penalty: 5250.118164
	Iteration 35F: 3 clusters Score -7017119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Entering Unmasked Estep 
Score: -6431799.500000 Penalty: 2597.667969
	Iteration 0F: 2 clusters Score -6431800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6408292.000000 Penalty: 5195.335938
	Iteration 0F: 3 clusters Score -6408292 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -6417514.500000 Penalty: 5195.335938
	Iteration 1F: 3 clusters Score -6417514 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -6418131.000000 Penalty: 5195.335938
	Iteration 2Q: 3 clusters Score -6418131 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6418925.500000 Penalty: 5195.335938
	Iteration 3F: 3 clusters Score -6418926 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6420115.500000 Penalty: 5195.335938
	Iteration 4F: 3 clusters Score -6420116 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6421983.000000 Penalty: 5195.335938
	Iteration 5F: 3 clusters Score -6421983 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -6424403.000000 Penalty: 5195.335938
	Iteration 6F: 3 clusters Score -6424403 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6426691.000000 Penalty: 5195.335938
	Iteration 7F: 3 clusters Score -6426691 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6428313.000000 Penalty: 5195.335938
	Iteration 8F: 3 clusters Score -6428313 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -6429008.500000 Penalty: 5195.335938
	Iteration 9Q: 3 clusters Score -6429008 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6429310.000000 Penalty: 5195.335938
	Iteration 10Q: 3 clusters Score -6429310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6429423.000000 Penalty: 5195.335938
	Iteration 11Q: 3 clusters Score -6429423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -6429495.000000 Penalty: 5195.335938
	Iteration 12Q: 3 clusters Score -6429495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -6429537.000000 Penalty: 5195.335938
	Iteration 13Q: 3 clusters Score -6429537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6429558.000000 Penalty: 5195.335938
	Iteration 14Q: 3 clusters Score -6429558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6429570.000000 Penalty: 5195.335938
	Iteration 15Q: 3 clusters Score -6429570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6429581.000000 Penalty: 5195.335938
	Iteration 16Q: 3 clusters Score -6429581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -6429582.500000 Penalty: 5195.335938
	Iteration 17Q: 3 clusters Score -6429582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -6429580.500000 Penalty: 5195.335938
	Iteration 18Q: 3 clusters Score -6429580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6429584.000000 Penalty: 5195.335938
	Iteration 19Q: 3 clusters Score -6429584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6429584.000000 Penalty: 5195.335938
	Iteration 20F: 3 clusters Score -6429584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -325193.343750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -325193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322640.500000 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -322640.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -323352.437500 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -323352.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -323747.281250 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -323747.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -324007.437500 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -324007.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -324141.437500 Penalty: 3785.911133
	Iteration 4Q: 3 clusters Score -324141.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -324270.312500 Penalty: 3785.911133
	Iteration 5Q: 3 clusters Score -324270.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -324397.968750 Penalty: 3785.911133
	Iteration 6Q: 3 clusters Score -324398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324487.562500 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -324487.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -324534.375000 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -324534.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -324559.625000 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -324559.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -324581.937500 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -324581.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -324593.031250 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -324593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324598.906250 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -324598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -324601.718750 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -324601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -324604.875000 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -324604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324607.281250 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -324607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -324608.000000 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -324608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324609.312500 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -324609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324609.312500 Penalty: 3785.911133
	Iteration 18F: 3 clusters Score -324609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -975102.562500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -975102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -970012.937500 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -970012.9 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -971266.375000 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -971266.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -971686.500000 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -971686.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -972190.125000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -972190.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -972805.187500 Penalty: 4299.937012
	Iteration 4F: 3 clusters Score -972805.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -973383.187500 Penalty: 4299.937012
	Iteration 5F: 3 clusters Score -973383.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -973771.187500 Penalty: 4299.937012
	Iteration 6F: 3 clusters Score -973771.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -974026.062500 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -974026.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -974194.562500 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -974194.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -974351.750000 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -974351.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -974498.375000 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -974498.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -974610.937500 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -974610.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -974663.500000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -974663.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -974702.562500 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -974702.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -974723.187500 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -974723.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -974743.125000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -974743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -974750.375000 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -974750.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -974753.062500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -974753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -974756.312500 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -974756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -974758.937500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -974758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -974759.250000 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -974759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -974763.187500 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -974763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -974765.187500 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -974765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -974766.062500 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -974766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -974768.750000 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -974768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -974769.375000 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -974769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -974771.000000 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -974771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -974773.000000 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -974773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -974772.125000 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -974772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -974775.062500 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -974775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -974775.062500 Penalty: 4299.937012
	Iteration 30F: 3 clusters Score -974775.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75812.585938 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75812.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76005.953125 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76005.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76062.062500 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -76062.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76083.007812 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -76083.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76096.828125 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -76096.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76098.578125 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76098.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76103.390625 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76103.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76110.390625 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76110.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76110.390625 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -76110.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -182420.562500 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -182420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -180474.859375 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -180474.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -180832.546875 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -180832.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -180968.375000 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -180968.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181040.671875 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -181040.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181087.656250 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -181087.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -181141.671875 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -181141.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -181212.125000 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -181212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181252.828125 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -181252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181292.281250 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -181292.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -181327.218750 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -181327.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181359.781250 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -181359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181388.734375 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -181388.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -181412.421875 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -181412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -181424.390625 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -181424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -181430.359375 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -181430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181437.328125 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -181437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181442.921875 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -181442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181457.468750 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -181457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -181464.046875 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -181464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181470.312500 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -181470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -181475.125000 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -181475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181475.562500 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -181475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181475.562500 Penalty: 3485.107666
	Iteration 22F: 3 clusters Score -181475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15069.483398 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15069.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15300.616211 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15300.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15450.374023 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15450.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15518.215820 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15518.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15542.085938 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15542.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15550.175781 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15550.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15550.175781 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -15550.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -104809.500000 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -104809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103158.000000 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -103158 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103441.914062 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -103441.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103611.546875 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -103611.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103680.195312 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -103680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103746.492188 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -103746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103805.273438 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -103805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103845.867188 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -103845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103889.687500 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -103889.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103919.250000 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -103919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103926.015625 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -103926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103948.296875 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -103948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103961.125000 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -103961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103962.609375 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -103962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103963.679688 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -103963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103965.242188 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -103965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103966.109375 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -103966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103974.132812 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -103974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103977.226562 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -103977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103978.078125 Penalty: 3263.996826
	Iteration 18Q: 3 clusters Score -103978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103978.656250 Penalty: 3263.996826
	Iteration 19Q: 3 clusters Score -103978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103982.289062 Penalty: 3263.996826
	Iteration 20F: 3 clusters Score -103982.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -2542585.750000 Penalty: 2384.471680
	Iteration 0F: 2 clusters Score -2542586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2531667.500000 Penalty: 4768.943359
	Iteration 0F: 3 clusters Score -2531668 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2535289.500000 Penalty: 4768.943359
	Iteration 1F: 3 clusters Score -2535290 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2535688.500000 Penalty: 4768.943359
	Iteration 2F: 3 clusters Score -2535688 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2535988.250000 Penalty: 4768.943359
	Iteration 3Q: 3 clusters Score -2535988 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2536227.250000 Penalty: 4768.943359
	Iteration 4Q: 3 clusters Score -2536227 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2536414.000000 Penalty: 4768.943359
	Iteration 5Q: 3 clusters Score -2536414 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2536583.000000 Penalty: 4768.943359
	Iteration 6Q: 3 clusters Score -2536583 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2536749.250000 Penalty: 4768.943359
	Iteration 7Q: 3 clusters Score -2536749 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2536908.750000 Penalty: 4768.943359
	Iteration 8Q: 3 clusters Score -2536909 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2537062.000000 Penalty: 4768.943359
	Iteration 9Q: 3 clusters Score -2537062 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2537241.500000 Penalty: 4768.943359
	Iteration 10Q: 3 clusters Score -2537242 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2537406.250000 Penalty: 4768.943359
	Iteration 11Q: 3 clusters Score -2537406 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2537585.000000 Penalty: 4768.943359
	Iteration 12Q: 3 clusters Score -2537585 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2537828.750000 Penalty: 4768.943359
	Iteration 13Q: 3 clusters Score -2537829 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2538124.000000 Penalty: 4768.943359
	Iteration 14Q: 3 clusters Score -2538124 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2538461.500000 Penalty: 4768.943359
	Iteration 15Q: 3 clusters Score -2538462 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2538840.750000 Penalty: 4768.943359
	Iteration 16Q: 3 clusters Score -2538841 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2539227.000000 Penalty: 4768.943359
	Iteration 17Q: 3 clusters Score -2539227 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2539571.750000 Penalty: 4768.943359
	Iteration 18Q: 3 clusters Score -2539572 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2539873.250000 Penalty: 4768.943359
	Iteration 19Q: 3 clusters Score -2539873 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2540101.250000 Penalty: 4768.943359
	Iteration 20F: 3 clusters Score -2540101 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2540248.250000 Penalty: 4768.943359
	Iteration 21Q: 3 clusters Score -2540248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2540352.000000 Penalty: 4768.943359
	Iteration 22Q: 3 clusters Score -2540352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2540433.000000 Penalty: 4768.943359
	Iteration 23Q: 3 clusters Score -2540433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2540480.750000 Penalty: 4768.943359
	Iteration 24Q: 3 clusters Score -2540481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2540511.750000 Penalty: 4768.943359
	Iteration 25Q: 3 clusters Score -2540512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2540531.500000 Penalty: 4768.943359
	Iteration 26Q: 3 clusters Score -2540532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2540549.000000 Penalty: 4768.943359
	Iteration 27Q: 3 clusters Score -2540549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2540566.500000 Penalty: 4768.943359
	Iteration 28Q: 3 clusters Score -2540566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2540579.000000 Penalty: 4768.943359
	Iteration 29Q: 3 clusters Score -2540579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2540586.250000 Penalty: 4768.943359
	Iteration 30Q: 3 clusters Score -2540586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2540593.000000 Penalty: 4768.943359
	Iteration 31Q: 3 clusters Score -2540593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2540596.500000 Penalty: 4768.943359
	Iteration 32Q: 3 clusters Score -2540596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2540597.750000 Penalty: 4768.943359
	Iteration 33Q: 3 clusters Score -2540598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2540599.250000 Penalty: 4768.943359
	Iteration 34Q: 3 clusters Score -2540599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2540601.000000 Penalty: 4768.943359
	Iteration 35Q: 3 clusters Score -2540601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2540605.750000 Penalty: 4768.943359
	Iteration 36Q: 3 clusters Score -2540606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2540605.750000 Penalty: 4768.943359
	Iteration 37Q: 3 clusters Score -2540606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2540605.250000 Penalty: 4768.943359
	Iteration 38Q: 3 clusters Score -2540605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2540610.000000 Penalty: 4768.943359
	Iteration 39Q: 3 clusters Score -2540610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2540607.250000 Penalty: 4768.943359
	Iteration 40F: 3 clusters Score -2540607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2540611.000000 Penalty: 4768.943359
	Iteration 41Q: 3 clusters Score -2540611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2540611.750000 Penalty: 4768.943359
	Iteration 42Q: 3 clusters Score -2540612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2540611.750000 Penalty: 4768.943359
	Iteration 43F: 3 clusters Score -2540612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -580426.000000 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -580426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -576905.875000 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -576905.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -577760.875000 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -577760.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -577987.625000 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -577987.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -578185.000000 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -578185 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -578363.437500 Penalty: 4037.740967
	Iteration 4F: 3 clusters Score -578363.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -578536.500000 Penalty: 4037.740967
	Iteration 5F: 3 clusters Score -578536.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -578714.437500 Penalty: 4037.740967
	Iteration 6F: 3 clusters Score -578714.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -578846.250000 Penalty: 4037.740967
	Iteration 7Q: 3 clusters Score -578846.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -578948.937500 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -578948.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -579029.687500 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -579029.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -579086.312500 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -579086.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -579127.250000 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -579127.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -579152.000000 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -579152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -579168.437500 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -579168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -579177.437500 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -579177.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -579183.750000 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -579183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -579189.812500 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -579189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -579195.312500 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -579195.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -579204.375000 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -579204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -579212.562500 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -579212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -579215.187500 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -579215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -579217.000000 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -579217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -579219.062500 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -579219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -579219.562500 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -579219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -579221.625000 Penalty: 4037.740967
	Iteration 24Q: 3 clusters Score -579221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -579223.937500 Penalty: 4037.740967
	Iteration 25Q: 3 clusters Score -579223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -579225.437500 Penalty: 4037.740967
	Iteration 26Q: 3 clusters Score -579225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -579226.687500 Penalty: 4037.740967
	Iteration 27Q: 3 clusters Score -579226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -579229.750000 Penalty: 4037.740967
	Iteration 28Q: 3 clusters Score -579229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -579231.187500 Penalty: 4037.740967
	Iteration 29Q: 3 clusters Score -579231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -579232.437500 Penalty: 4037.740967
	Iteration 30Q: 3 clusters Score -579232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -579234.312500 Penalty: 4037.740967
	Iteration 31Q: 3 clusters Score -579234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -579234.312500 Penalty: 4037.740967
	Iteration 32F: 3 clusters Score -579234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -2294696.250000 Penalty: 2348.179199
	Iteration 0F: 2 clusters Score -2294696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2285208.750000 Penalty: 4696.358398
	Iteration 0F: 3 clusters Score -2285209 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2288335.000000 Penalty: 4696.358398
	Iteration 1F: 3 clusters Score -2288335 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2289072.250000 Penalty: 4696.358398
	Iteration 2F: 3 clusters Score -2289072 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2290070.000000 Penalty: 4696.358398
	Iteration 3F: 3 clusters Score -2290070 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2291208.000000 Penalty: 4696.358398
	Iteration 4F: 3 clusters Score -2291208 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2292188.250000 Penalty: 4696.358398
	Iteration 5F: 3 clusters Score -2292188 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2292747.250000 Penalty: 4696.358398
	Iteration 6F: 3 clusters Score -2292747 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2292981.250000 Penalty: 4696.358398
	Iteration 7Q: 3 clusters Score -2292981 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2293113.250000 Penalty: 4696.358398
	Iteration 8Q: 3 clusters Score -2293113 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2293179.750000 Penalty: 4696.358398
	Iteration 9Q: 3 clusters Score -2293180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2293226.000000 Penalty: 4696.358398
	Iteration 10Q: 3 clusters Score -2293226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2293247.250000 Penalty: 4696.358398
	Iteration 11Q: 3 clusters Score -2293247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2293269.250000 Penalty: 4696.358398
	Iteration 12Q: 3 clusters Score -2293269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2293283.250000 Penalty: 4696.358398
	Iteration 13Q: 3 clusters Score -2293283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2293282.500000 Penalty: 4696.358398
	Iteration 14Q: 3 clusters Score -2293282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2293297.250000 Penalty: 4696.358398
	Iteration 15Q: 3 clusters Score -2293297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2293308.750000 Penalty: 4696.358398
	Iteration 16Q: 3 clusters Score -2293309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2293307.750000 Penalty: 4696.358398
	Iteration 17Q: 3 clusters Score -2293308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2293307.250000 Penalty: 4696.358398
	Iteration 18Q: 3 clusters Score -2293307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2293310.750000 Penalty: 4696.358398
	Iteration 19Q: 3 clusters Score -2293311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2293311.500000 Penalty: 4696.358398
	Iteration 20F: 3 clusters Score -2293312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2293312.750000 Penalty: 4696.358398
	Iteration 21Q: 3 clusters Score -2293313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2293317.000000 Penalty: 4696.358398
	Iteration 22Q: 3 clusters Score -2293317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2293315.000000 Penalty: 4696.358398
	Iteration 23Q: 3 clusters Score -2293315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2293316.000000 Penalty: 4696.358398
	Iteration 24Q: 3 clusters Score -2293316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2293320.000000 Penalty: 4696.358398
	Iteration 25Q: 3 clusters Score -2293320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2293320.000000 Penalty: 4696.358398
	Iteration 26Q: 3 clusters Score -2293320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2293326.250000 Penalty: 4696.358398
	Iteration 27Q: 3 clusters Score -2293326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2293329.000000 Penalty: 4696.358398
	Iteration 28Q: 3 clusters Score -2293329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2293328.250000 Penalty: 4696.358398
	Iteration 29Q: 3 clusters Score -2293328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2293325.500000 Penalty: 4696.358398
	Iteration 30Q: 3 clusters Score -2293326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2293327.000000 Penalty: 4696.358398
	Iteration 31Q: 3 clusters Score -2293327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2293329.500000 Penalty: 4696.358398
	Iteration 32Q: 3 clusters Score -2293330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2293331.250000 Penalty: 4696.358398
	Iteration 33Q: 3 clusters Score -2293331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2293331.250000 Penalty: 4696.358398
	Iteration 34Q: 3 clusters Score -2293331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2293332.250000 Penalty: 4696.358398
	Iteration 35Q: 3 clusters Score -2293332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2293330.000000 Penalty: 4696.358398
	Iteration 36Q: 3 clusters Score -2293330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2293329.500000 Penalty: 4696.358398
	Iteration 37Q: 3 clusters Score -2293330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2293329.500000 Penalty: 4696.358398
	Iteration 38Q: 3 clusters Score -2293330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2293329.000000 Penalty: 4696.358398
	Iteration 39Q: 3 clusters Score -2293329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2293330.000000 Penalty: 4696.358398
	Iteration 40F: 3 clusters Score -2293330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Entering Unmasked Estep 
Score: -2541858.000000 Penalty: 2378.288330
	Iteration 0F: 2 clusters Score -2541858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2531210.250000 Penalty: 4756.576660
	Iteration 0F: 3 clusters Score -2531210 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2534610.750000 Penalty: 4756.576660
	Iteration 1F: 3 clusters Score -2534611 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2535037.000000 Penalty: 4756.576660
	Iteration 2F: 3 clusters Score -2535037 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2535354.500000 Penalty: 4756.576660
	Iteration 3F: 3 clusters Score -2535354 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2535651.500000 Penalty: 4756.576660
	Iteration 4Q: 3 clusters Score -2535652 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2535923.750000 Penalty: 4756.576660
	Iteration 5Q: 3 clusters Score -2535924 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2536193.750000 Penalty: 4756.576660
	Iteration 6Q: 3 clusters Score -2536194 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2536488.750000 Penalty: 4756.576660
	Iteration 7Q: 3 clusters Score -2536489 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2536824.000000 Penalty: 4756.576660
	Iteration 8Q: 3 clusters Score -2536824 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2537172.250000 Penalty: 4756.576660
	Iteration 9Q: 3 clusters Score -2537172 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2537553.000000 Penalty: 4756.576660
	Iteration 10Q: 3 clusters Score -2537553 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2537989.000000 Penalty: 4756.576660
	Iteration 11Q: 3 clusters Score -2537989 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2538398.250000 Penalty: 4756.576660
	Iteration 12Q: 3 clusters Score -2538398 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2538786.250000 Penalty: 4756.576660
	Iteration 13Q: 3 clusters Score -2538786 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2539136.750000 Penalty: 4756.576660
	Iteration 14Q: 3 clusters Score -2539137 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2539423.750000 Penalty: 4756.576660
	Iteration 15Q: 3 clusters Score -2539424 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2539611.750000 Penalty: 4756.576660
	Iteration 16Q: 3 clusters Score -2539612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2539738.250000 Penalty: 4756.576660
	Iteration 17Q: 3 clusters Score -2539738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2539838.750000 Penalty: 4756.576660
	Iteration 18Q: 3 clusters Score -2539839 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2539903.000000 Penalty: 4756.576660
	Iteration 19Q: 3 clusters Score -2539903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2539938.000000 Penalty: 4756.576660
	Iteration 20F: 3 clusters Score -2539938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2539953.750000 Penalty: 4756.576660
	Iteration 21Q: 3 clusters Score -2539954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2539973.000000 Penalty: 4756.576660
	Iteration 22Q: 3 clusters Score -2539973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2539975.250000 Penalty: 4756.576660
	Iteration 23Q: 3 clusters Score -2539975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2539981.750000 Penalty: 4756.576660
	Iteration 24Q: 3 clusters Score -2539982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2539994.000000 Penalty: 4756.576660
	Iteration 25Q: 3 clusters Score -2539994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2539999.750000 Penalty: 4756.576660
	Iteration 26Q: 3 clusters Score -2540000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2540005.750000 Penalty: 4756.576660
	Iteration 27Q: 3 clusters Score -2540006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2540005.750000 Penalty: 4756.576660
	Iteration 28Q: 3 clusters Score -2540006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2540005.500000 Penalty: 4756.576660
	Iteration 29Q: 3 clusters Score -2540006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2540006.000000 Penalty: 4756.576660
	Iteration 30Q: 3 clusters Score -2540006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2540011.000000 Penalty: 4756.576660
	Iteration 31Q: 3 clusters Score -2540011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2540014.500000 Penalty: 4756.576660
	Iteration 32Q: 3 clusters Score -2540014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2540015.750000 Penalty: 4756.576660
	Iteration 33Q: 3 clusters Score -2540016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2540011.500000 Penalty: 4756.576660
	Iteration 34Q: 3 clusters Score -2540012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2540017.000000 Penalty: 4756.576660
	Iteration 35Q: 3 clusters Score -2540017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2540014.500000 Penalty: 4756.576660
	Iteration 36Q: 3 clusters Score -2540014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2540022.000000 Penalty: 4756.576660
	Iteration 37Q: 3 clusters Score -2540022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2540031.000000 Penalty: 4756.576660
	Iteration 38Q: 3 clusters Score -2540031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2540027.750000 Penalty: 4756.576660
	Iteration 39Q: 3 clusters Score -2540028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2540030.250000 Penalty: 4756.576660
	Iteration 40F: 3 clusters Score -2540030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2540033.250000 Penalty: 4756.576660
	Iteration 41Q: 3 clusters Score -2540033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2540038.000000 Penalty: 4756.576660
	Iteration 42Q: 3 clusters Score -2540038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2540036.250000 Penalty: 4756.576660
	Iteration 43Q: 3 clusters Score -2540036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2540035.000000 Penalty: 4756.576660
	Iteration 44Q: 3 clusters Score -2540035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2540035.000000 Penalty: 4756.576660
	Iteration 45F: 3 clusters Score -2540035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -217826.421875 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217826.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -218204.734375 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218204.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218376.671875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218376.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218469.500000 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -218469.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -218526.406250 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -218558.750000 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218558.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -218586.796875 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218586.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -218600.265625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -218605.203125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218614.937500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -218621.968750 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -218625.312500 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218631.406250 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -218641.718750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218654.796875 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218664.093750 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -218677.859375 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -218687.375000 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -218697.484375 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -218716.984375 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -218717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -218726.390625 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -218726.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -218738.828125 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -218738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -218745.218750 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -218745.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -218750.484375 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -218750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -218753.484375 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -218753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -218756.015625 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -218756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -218758.203125 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -218758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -218759.625000 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -218759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -218759.625000 Penalty: 3579.852051
	Iteration 28F: 3 clusters Score -218759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33062 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38084 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5743 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14479 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35400 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283792.000000 Penalty: 199966.156250
Iteration 439Q: 61 clusters Score -1.172838e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38085 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34446 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35547 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5744 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14476 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35398 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283776.000000 Penalty: 199966.156250
Iteration 440F: 61 clusters Score -1.172838e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34446 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29952 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14476 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35397 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5820 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283704.000000 Penalty: 199966.156250
Iteration 441Q: 61 clusters Score -1.172837e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34446 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29951 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283760.000000 Penalty: 199966.156250
Iteration 442Q: 61 clusters Score -1.172838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29949 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283776.000000 Penalty: 199966.156250
Iteration 443Q: 61 clusters Score -1.172838e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29951 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283792.000000 Penalty: 199966.156250
Iteration 444Q: 61 clusters Score -1.172838e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35547 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283784.000000 Penalty: 199966.156250
Iteration 445Q: 61 clusters Score -1.172838e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29954 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283792.000000 Penalty: 199966.156250
Iteration 446Q: 61 clusters Score -1.172838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29953 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 447Q: 61 clusters Score -1.172838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29952 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 448Q: 61 clusters Score -1.172838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29949 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283808.000000 Penalty: 199966.156250
Iteration 449Q: 61 clusters Score -1.172838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38086 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29946 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283784.000000 Penalty: 199966.156250
Iteration 450Q: 61 clusters Score -1.172838e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38087 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35396 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283848.000000 Penalty: 199966.156250
Iteration 451Q: 61 clusters Score -1.172838e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38088 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35546 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283864.000000 Penalty: 199966.156250
Iteration 452Q: 61 clusters Score -1.172839e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38088 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35547 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283848.000000 Penalty: 199966.156250
Iteration 453Q: 61 clusters Score -1.172838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38087 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5819 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283888.000000 Penalty: 199966.156250
Iteration 454Q: 61 clusters Score -1.172839e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38085 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34447 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35549 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5820 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283872.000000 Penalty: 199966.156250
Iteration 455Q: 61 clusters Score -1.172839e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38082 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34450 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35549 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283856.000000 Penalty: 199966.156250
Iteration 456Q: 61 clusters Score -1.172839e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38081 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34449 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35550 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283824.000000 Penalty: 199966.156250
Iteration 457Q: 61 clusters Score -1.172838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34450 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35551 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35393 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283864.000000 Penalty: 199966.156250
Iteration 458Q: 61 clusters Score -1.172839e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34450 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35551 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35394 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283816.000000 Penalty: 199966.156250
Iteration 459Q: 61 clusters Score -1.172838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38135 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29943 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283792.000000 Penalty: 199966.156250
Iteration 460F: 61 clusters Score -1.172838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283784.000000 Penalty: 199966.156250
Iteration 461Q: 61 clusters Score -1.172838e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117283784.000000 Penalty: 199966.156250
Iteration 462F: 61 clusters Score -1.172838e+08 nChanged 0
Entering ConstructFrom: 
Score: -117283784.000000 Penalty: 199966.156250
Entering ConstructFrom: 
Trying to split cluster 1 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -61687.957031 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -61687.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60337.816406 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -60337.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60652.300781 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -60652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60760.480469 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -60760.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60860.562500 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -60860.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60909.945312 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -60909.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60937.113281 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -60937.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60963.339844 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -60963.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60993.355469 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -60993.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61033.613281 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -61033.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61069.953125 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -61069.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61099.304688 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -61099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61105.445312 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -61105.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61110.078125 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -61110.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61110.078125 Penalty: 2995.966309
	Iteration 13F: 3 clusters Score -61110.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -502868.937500 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -502868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -499752.156250 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -499752.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -500476.687500 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -500476.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -500729.281250 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -500729.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -500972.968750 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -500973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -501150.031250 Penalty: 3942.048584
	Iteration 4F: 3 clusters Score -501150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -501286.625000 Penalty: 3942.048584
	Iteration 5F: 3 clusters Score -501286.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -501403.687500 Penalty: 3942.048584
	Iteration 6Q: 3 clusters Score -501403.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -501549.375000 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -501549.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -501665.406250 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -501665.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -501751.968750 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -501752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -501815.312500 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -501815.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -501861.406250 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -501861.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -501898.031250 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -501898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -501930.625000 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -501930.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -501953.156250 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -501953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -501968.437500 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -501968.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -501983.875000 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -501983.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -501991.406250 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -501991.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -502000.500000 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -502000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -502007.531250 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -502007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -502013.500000 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -502013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -502016.218750 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -502016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502019.218750 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -502019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502020.031250 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -502020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502020.937500 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -502020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -502020.968750 Penalty: 3942.048584
	Iteration 25Q: 3 clusters Score -502021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -502020.968750 Penalty: 3942.048584
	Iteration 26F: 3 clusters Score -502021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -2193893.500000 Penalty: 2346.776855
	Iteration 0F: 2 clusters Score -2193894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2184397.250000 Penalty: 4693.553711
	Iteration 0F: 3 clusters Score -2184397 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2187738.500000 Penalty: 4693.553711
	Iteration 1F: 3 clusters Score -2187738 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2188575.500000 Penalty: 4693.553711
	Iteration 2F: 3 clusters Score -2188576 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2189271.750000 Penalty: 4693.553711
	Iteration 3F: 3 clusters Score -2189272 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2189877.500000 Penalty: 4693.553711
	Iteration 4F: 3 clusters Score -2189878 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2190349.750000 Penalty: 4693.553711
	Iteration 5F: 3 clusters Score -2190350 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2190748.000000 Penalty: 4693.553711
	Iteration 6Q: 3 clusters Score -2190748 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2191074.750000 Penalty: 4693.553711
	Iteration 7Q: 3 clusters Score -2191075 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2191352.250000 Penalty: 4693.553711
	Iteration 8Q: 3 clusters Score -2191352 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2191579.750000 Penalty: 4693.553711
	Iteration 9Q: 3 clusters Score -2191580 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2191773.250000 Penalty: 4693.553711
	Iteration 10Q: 3 clusters Score -2191773 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2191925.750000 Penalty: 4693.553711
	Iteration 11Q: 3 clusters Score -2191926 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2192037.000000 Penalty: 4693.553711
	Iteration 12Q: 3 clusters Score -2192037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2192131.000000 Penalty: 4693.553711
	Iteration 13Q: 3 clusters Score -2192131 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2192189.750000 Penalty: 4693.553711
	Iteration 14Q: 3 clusters Score -2192190 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2192225.750000 Penalty: 4693.553711
	Iteration 15Q: 3 clusters Score -2192226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2192248.750000 Penalty: 4693.553711
	Iteration 16Q: 3 clusters Score -2192249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2192268.250000 Penalty: 4693.553711
	Iteration 17Q: 3 clusters Score -2192268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2192297.500000 Penalty: 4693.553711
	Iteration 18Q: 3 clusters Score -2192298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2192307.500000 Penalty: 4693.553711
	Iteration 19Q: 3 clusters Score -2192308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2192313.000000 Penalty: 4693.553711
	Iteration 20F: 3 clusters Score -2192313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2192321.000000 Penalty: 4693.553711
	Iteration 21Q: 3 clusters Score -2192321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2192331.000000 Penalty: 4693.553711
	Iteration 22Q: 3 clusters Score -2192331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2192341.000000 Penalty: 4693.553711
	Iteration 23Q: 3 clusters Score -2192341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2192349.500000 Penalty: 4693.553711
	Iteration 24Q: 3 clusters Score -2192350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2192359.500000 Penalty: 4693.553711
	Iteration 25Q: 3 clusters Score -2192360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2192364.500000 Penalty: 4693.553711
	Iteration 26Q: 3 clusters Score -2192364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2192378.000000 Penalty: 4693.553711
	Iteration 27Q: 3 clusters Score -2192378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2192386.000000 Penalty: 4693.553711
	Iteration 28Q: 3 clusters Score -2192386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2192389.750000 Penalty: 4693.553711
	Iteration 29Q: 3 clusters Score -2192390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2192397.750000 Penalty: 4693.553711
	Iteration 30Q: 3 clusters Score -2192398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2192405.000000 Penalty: 4693.553711
	Iteration 31Q: 3 clusters Score -2192405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2192409.000000 Penalty: 4693.553711
	Iteration 32Q: 3 clusters Score -2192409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2192414.000000 Penalty: 4693.553711
	Iteration 33Q: 3 clusters Score -2192414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2192412.750000 Penalty: 4693.553711
	Iteration 34Q: 3 clusters Score -2192413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2192412.500000 Penalty: 4693.553711
	Iteration 35Q: 3 clusters Score -2192412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2192424.250000 Penalty: 4693.553711
	Iteration 36Q: 3 clusters Score -2192424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2192432.000000 Penalty: 4693.553711
	Iteration 37Q: 3 clusters Score -2192432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2192444.750000 Penalty: 4693.553711
	Iteration 38Q: 3 clusters Score -2192445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2192449.500000 Penalty: 4693.553711
	Iteration 39Q: 3 clusters Score -2192450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2192462.500000 Penalty: 4693.553711
	Iteration 40F: 3 clusters Score -2192462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2192462.000000 Penalty: 4693.553711
	Iteration 41Q: 3 clusters Score -2192462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2192466.500000 Penalty: 4693.553711
	Iteration 42Q: 3 clusters Score -2192466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2192470.750000 Penalty: 4693.553711
	Iteration 43Q: 3 clusters Score -2192471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2192471.750000 Penalty: 4693.553711
	Iteration 44Q: 3 clusters Score -2192472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2192479.500000 Penalty: 4693.553711
	Iteration 45Q: 3 clusters Score -2192480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2192480.750000 Penalty: 4693.553711
	Iteration 46Q: 3 clusters Score -2192481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2192480.250000 Penalty: 4693.553711
	Iteration 47Q: 3 clusters Score -2192480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2192486.750000 Penalty: 4693.553711
	Iteration 48Q: 3 clusters Score -2192487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2192488.250000 Penalty: 4693.553711
	Iteration 49Q: 3 clusters Score -2192488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2192493.500000 Penalty: 4693.553711
	Iteration 50Q: 3 clusters Score -2192494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2192494.000000 Penalty: 4693.553711
	Iteration 51Q: 3 clusters Score -2192494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2192495.250000 Penalty: 4693.553711
	Iteration 52Q: 3 clusters Score -2192495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2192501.500000 Penalty: 4693.553711
	Iteration 53Q: 3 clusters Score -2192502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2192500.000000 Penalty: 4693.553711
	Iteration 54Q: 3 clusters Score -2192500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2192497.000000 Penalty: 4693.553711
	Iteration 55Q: 3 clusters Score -2192497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2192501.000000 Penalty: 4693.553711
	Iteration 56Q: 3 clusters Score -2192501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2192501.000000 Penalty: 4693.553711
	Iteration 57F: 3 clusters Score -2192501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Entering Unmasked Estep 
Score: -5716567.500000 Penalty: 2574.755615
	Iteration 0F: 2 clusters Score -5716568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5694541.000000 Penalty: 5149.511230
	Iteration 0F: 3 clusters Score -5694541 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5702316.000000 Penalty: 5149.511230
	Iteration 1F: 3 clusters Score -5702316 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -5702746.500000 Penalty: 5149.511230
	Iteration 2Q: 3 clusters Score -5702746 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -5703219.500000 Penalty: 5149.511230
	Iteration 3Q: 3 clusters Score -5703220 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5703661.000000 Penalty: 5149.511230
	Iteration 4Q: 3 clusters Score -5703661 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5704095.500000 Penalty: 5149.511230
	Iteration 5Q: 3 clusters Score -5704096 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5704640.500000 Penalty: 5149.511230
	Iteration 6Q: 3 clusters Score -5704640 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5705342.500000 Penalty: 5149.511230
	Iteration 7Q: 3 clusters Score -5705342 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5706129.500000 Penalty: 5149.511230
	Iteration 8F: 3 clusters Score -5706130 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5707118.000000 Penalty: 5149.511230
	Iteration 9F: 3 clusters Score -5707118 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5708338.500000 Penalty: 5149.511230
	Iteration 10F: 3 clusters Score -5708338 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5709532.000000 Penalty: 5149.511230
	Iteration 11F: 3 clusters Score -5709532 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5710801.500000 Penalty: 5149.511230
	Iteration 12Q: 3 clusters Score -5710802 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -5712039.000000 Penalty: 5149.511230
	Iteration 13Q: 3 clusters Score -5712039 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -5712942.500000 Penalty: 5149.511230
	Iteration 14Q: 3 clusters Score -5712942 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -5713493.000000 Penalty: 5149.511230
	Iteration 15Q: 3 clusters Score -5713493 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5713811.000000 Penalty: 5149.511230
	Iteration 16Q: 3 clusters Score -5713811 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5714033.000000 Penalty: 5149.511230
	Iteration 17Q: 3 clusters Score -5714033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5714171.500000 Penalty: 5149.511230
	Iteration 18Q: 3 clusters Score -5714172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5714258.500000 Penalty: 5149.511230
	Iteration 19Q: 3 clusters Score -5714258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -5714314.500000 Penalty: 5149.511230
	Iteration 20F: 3 clusters Score -5714314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -5714335.500000 Penalty: 5149.511230
	Iteration 21Q: 3 clusters Score -5714336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5714343.000000 Penalty: 5149.511230
	Iteration 22Q: 3 clusters Score -5714343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5714345.500000 Penalty: 5149.511230
	Iteration 23Q: 3 clusters Score -5714346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5714354.000000 Penalty: 5149.511230
	Iteration 24Q: 3 clusters Score -5714354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5714358.500000 Penalty: 5149.511230
	Iteration 25Q: 3 clusters Score -5714358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5714358.500000 Penalty: 5149.511230
	Iteration 26F: 3 clusters Score -5714358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -385463.968750 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -385464 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 1136 members 
Entering Unmasked Estep 
Score: -382679.906250 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -382679.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -383271.718750 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -383271.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -383488.906250 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -383488.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -383640.843750 Penalty: 3831.982666
	Iteration 3F: 3 clusters Score -383640.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -383789.562500 Penalty: 3831.982666
	Iteration 4F: 3 clusters Score -383789.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -383929.562500 Penalty: 3831.982666
	Iteration 5F: 3 clusters Score -383929.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -384061.062500 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -384061.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -384136.000000 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -384136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -384186.312500 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -384186.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -384219.187500 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -384219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -384240.343750 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -384240.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -384259.750000 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -384259.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -384277.375000 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -384277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -384285.156250 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -384285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -384289.906250 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -384289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -384293.593750 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -384293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -384296.437500 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -384296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -384298.781250 Penalty: 3831.982666
	Iteration 17Q: 3 clusters Score -384298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -384301.375000 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -384301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -384303.500000 Penalty: 3831.982666
	Iteration 19Q: 3 clusters Score -384303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -384310.000000 Penalty: 3831.982666
	Iteration 20F: 3 clusters Score -384310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -384317.062500 Penalty: 3831.982666
	Iteration 21Q: 3 clusters Score -384317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -384322.031250 Penalty: 3831.982666
	Iteration 22Q: 3 clusters Score -384322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -384325.531250 Penalty: 3831.982666
	Iteration 23Q: 3 clusters Score -384325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -384328.125000 Penalty: 3831.982666
	Iteration 24Q: 3 clusters Score -384328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -384328.125000 Penalty: 3831.982666
	Iteration 25F: 3 clusters Score -384328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Entering Unmasked Estep 
Score: -6885128.500000 Penalty: 2616.130615
	Iteration 0F: 2 clusters Score -6885128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -6860078.000000 Penalty: 5232.261230
	Iteration 0F: 3 clusters Score -6860078 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -6869702.500000 Penalty: 5232.261230
	Iteration 1F: 3 clusters Score -6869702 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6870319 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6870914 nChanged 1789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6871584 nChanged 1787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6872386 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6873368.500000 Penalty: 5232.261230
	Iteration 6Q: 3 clusters Score -6873368 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6874752.500000 Penalty: 5232.261230
	Iteration 7F: 3 clusters Score -6874752 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -6876431.500000 Penalty: 5232.261230
	Iteration 8F: 3 clusters Score -6876432 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6877899 nChanged 1864
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6878807 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6879300 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6879710 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6880041.500000 Penalty: 5232.261230
	Iteration 13Q: 3 clusters Score -6880042 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -6880442.500000 Penalty: 5232.261230
	Iteration 14Q: 3 clusters Score -6880442 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6880796 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6881175.000000 Penalty: 5232.261230
	Iteration 16Q: 3 clusters Score -6881175 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6881493.000000 Penalty: 5232.261230
	Iteration 17Q: 3 clusters Score -6881493 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -6881817.500000 Penalty: 5232.261230
	Iteration 18Q: 3 clusters Score -6881818 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6882026.000000 Penalty: 5232.261230
	Iteration 19Q: 3 clusters Score -6882026 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -6882227.500000 Penalty: 5232.261230
	Iteration 20F: 3 clusters Score -6882228 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6882356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6882442 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6882496 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6882547 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6882576.500000 Penalty: 5232.261230
	Iteration 25Q: 3 clusters Score -6882576 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6882592 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6882639.500000 Penalty: 5232.261230
	Iteration 27Q: 3 clusters Score -6882640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6882677 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6882680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6882659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -6882672.500000 Penalty: 5232.261230
	Iteration 31Q: 3 clusters Score -6882672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -6882679.500000 Penalty: 5232.261230
	Iteration 32Q: 3 clusters Score -6882680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6882671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6882688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -6882690.000000 Penalty: 5232.261230
	Iteration 35Q: 3 clusters Score -6882690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -6882694.500000 Penalty: 5232.261230
	Iteration 36Q: 3 clusters Score -6882694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6882678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6882688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6882678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -6882669.500000 Penalty: 5232.261230
	Iteration 40F: 3 clusters Score -6882670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6882654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6882653 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -6882652.500000 Penalty: 5232.261230
	Iteration 43Q: 3 clusters Score -6882652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6882683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6882687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -6882691.000000 Penalty: 5232.261230
	Iteration 46Q: 3 clusters Score -6882691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6882696 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6882697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -6882702.000000 Penalty: 5232.261230
	Iteration 49Q: 3 clusters Score -6882702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6882698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6882699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6882694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6882693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6882694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6882682.000000 Penalty: 5232.261230
	Iteration 55Q: 3 clusters Score -6882682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6882688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -6882700.500000 Penalty: 5232.261230
	Iteration 57Q: 3 clusters Score -6882700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6882697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6882696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -6882687.500000 Penalty: 5232.261230
	Iteration 60F: 3 clusters Score -6882688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -6882701.500000 Penalty: 5232.261230
	Iteration 61Q: 3 clusters Score -6882702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6882700 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6882704.000000 Penalty: 5232.261230
	Iteration 63Q: 3 clusters Score -6882704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -6882711.500000 Penalty: 5232.261230
	Iteration 64Q: 3 clusters Score -6882712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6882711.000000 Penalty: 5232.261230
	Iteration 65Q: 3 clusters Score -6882711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -6882703.500000 Penalty: 5232.261230
	Iteration 66Q: 3 clusters Score -6882704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -6882692.000000 Penalty: 5232.261230
	Iteration 67Q: 3 clusters Score -6882692 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23050 members 
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Entering Unmasked Estep 
Score: -6882709.500000 Penalty: 5232.261230
	Iteration 68Q: 3 clusters Score -6882710 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -6882702.500000 Penalty: 5232.261230
	Iteration 69Q: 3 clusters Score -6882702 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6882687 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6882687 nChanged 2
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Mstep: Class 1 contains 23074 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6882688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -6882694.500000 Penalty: 5232.261230
	Iteration 73Q: 3 clusters Score -6882694 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23080 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6882696 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23084 members 
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Entering Unmasked Estep 
Score: -6882682.500000 Penalty: 5232.261230
	Iteration 75Q: 3 clusters Score -6882682 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23086 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6882689 nChanged 2
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Mstep: Class 1 contains 23088 members 
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	Iteration 77Q: 3 clusters Score -6882686 nChanged 6
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Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6882685 nChanged 9
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Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 15035 members 
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	Iteration 79Q: 3 clusters Score -6882687 nChanged 12
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Mstep: Class 1 contains 23113 members 
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	Iteration 80F: 3 clusters Score -6882682 nChanged 15
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Mstep: Class 1 contains 23128 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6882682 nChanged 14
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Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6882680 nChanged 14
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Mstep: Class 1 contains 23152 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6882680 nChanged 13
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Mstep: Class 1 contains 23165 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6882688 nChanged 11
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Mstep: Class 1 contains 23176 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6882685 nChanged 13
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Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 14949 members 
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	Iteration 86Q: 3 clusters Score -6882682 nChanged 9
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Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6882693 nChanged 9
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Mstep: Class 1 contains 23203 members 
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	Iteration 88Q: 3 clusters Score -6882693 nChanged 9
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Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6882687 nChanged 10
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Mstep: Class 1 contains 23222 members 
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	Iteration 90Q: 3 clusters Score -6882691 nChanged 8
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Mstep: Class 1 contains 23230 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6882696 nChanged 7
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Mstep: Class 1 contains 23237 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6882688 nChanged 5
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Mstep: Class 1 contains 23242 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6882688 nChanged 4
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Mstep: Class 1 contains 23246 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6882686 nChanged 6
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Entering Unmasked Estep 
Score: -6882685.000000 Penalty: 5232.261230
	Iteration 95Q: 3 clusters Score -6882685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -6882681.000000 Penalty: 5232.261230
	Iteration 96Q: 3 clusters Score -6882681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -6882681.000000 Penalty: 5232.261230
	Iteration 97Q: 3 clusters Score -6882681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -6882687.000000 Penalty: 5232.261230
	Iteration 98Q: 3 clusters Score -6882687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -6882683.000000 Penalty: 5232.261230
	Iteration 99Q: 3 clusters Score -6882683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -6882664.500000 Penalty: 5232.261230
	Iteration 100F: 3 clusters Score -6882664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -6882664.000000 Penalty: 5232.261230
	Iteration 101Q: 3 clusters Score -6882664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -6882669.000000 Penalty: 5232.261230
	Iteration 102Q: 3 clusters Score -6882669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6882666.000000 Penalty: 5232.261230
	Iteration 103Q: 3 clusters Score -6882666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -6882671.500000 Penalty: 5232.261230
	Iteration 104Q: 3 clusters Score -6882672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6882671.000000 Penalty: 5232.261230
	Iteration 105Q: 3 clusters Score -6882671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6882673.000000 Penalty: 5232.261230
	Iteration 106Q: 3 clusters Score -6882673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -6882679.000000 Penalty: 5232.261230
	Iteration 107Q: 3 clusters Score -6882679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -6882671.500000 Penalty: 5232.261230
	Iteration 108Q: 3 clusters Score -6882672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6882670.500000 Penalty: 5232.261230
	Iteration 109Q: 3 clusters Score -6882670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6882670.500000 Penalty: 5232.261230
	Iteration 110F: 3 clusters Score -6882670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2579673.500000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2579674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2568717.000000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2568717 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2572319.000000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2572319 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2572982.250000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2572982 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2573581.750000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -2573582 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2574120.750000 Penalty: 4775.649902
	Iteration 4F: 3 clusters Score -2574121 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2574647.250000 Penalty: 4775.649902
	Iteration 5F: 3 clusters Score -2574647 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2575228.000000 Penalty: 4775.649902
	Iteration 6F: 3 clusters Score -2575228 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2575928.500000 Penalty: 4775.649902
	Iteration 7F: 3 clusters Score -2575928 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2576681.250000 Penalty: 4775.649902
	Iteration 8F: 3 clusters Score -2576681 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2577303.000000 Penalty: 4775.649902
	Iteration 9F: 3 clusters Score -2577303 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2577822.500000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2577822 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2578187.500000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -2578188 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2578399.500000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -2578400 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2578535.750000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2578536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2578637.000000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2578637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2578710.000000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2578710 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2578757.000000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2578757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2578782.750000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2578783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2578811.250000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2578811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2578831.750000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2578832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2578847.000000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2578847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2578853.500000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2578854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2578866.750000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2578867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2578866.750000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2578867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2578867.750000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2578868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2578875.750000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -2578876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2578878.250000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -2578878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2578887.250000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -2578887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2578887.500000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2578888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2578888.750000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -2578889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2578891.000000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -2578891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2578897.250000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2578897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2578905.500000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2578906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2578898.500000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -2578898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2578898.000000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2578898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2578901.250000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -2578901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2578904.000000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2578904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2578911.250000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -2578911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2578912.750000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -2578913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2578914.000000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -2578914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2578913.250000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -2578913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2578913.000000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2578913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2578912.750000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2578913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2578915.250000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2578915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2578913.750000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -2578914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2578913.250000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2578913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2578913.250000 Penalty: 4775.649902
	Iteration 46F: 3 clusters Score -2578913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -715915.000000 Penalty: 2078.296387
	Iteration 0F: 2 clusters Score -715915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -711816.812500 Penalty: 4156.592773
	Iteration 0F: 3 clusters Score -711816.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -712819.125000 Penalty: 4156.592773
	Iteration 1F: 3 clusters Score -712819.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -713058.062500 Penalty: 4156.592773
	Iteration 2F: 3 clusters Score -713058.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -713286.375000 Penalty: 4156.592773
	Iteration 3F: 3 clusters Score -713286.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -713534.375000 Penalty: 4156.592773
	Iteration 4F: 3 clusters Score -713534.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -713788.187500 Penalty: 4156.592773
	Iteration 5F: 3 clusters Score -713788.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -714115.562500 Penalty: 4156.592773
	Iteration 6F: 3 clusters Score -714115.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -714394.250000 Penalty: 4156.592773
	Iteration 7F: 3 clusters Score -714394.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -714614.000000 Penalty: 4156.592773
	Iteration 8Q: 3 clusters Score -714614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -714819.937500 Penalty: 4156.592773
	Iteration 9Q: 3 clusters Score -714819.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -714968.625000 Penalty: 4156.592773
	Iteration 10Q: 3 clusters Score -714968.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -715129.312500 Penalty: 4156.592773
	Iteration 11Q: 3 clusters Score -715129.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -715279.312500 Penalty: 4156.592773
	Iteration 12Q: 3 clusters Score -715279.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -715457.312500 Penalty: 4156.592773
	Iteration 13Q: 3 clusters Score -715457.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -715610.375000 Penalty: 4156.592773
	Iteration 14Q: 3 clusters Score -715610.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -715732.625000 Penalty: 4156.592773
	Iteration 15Q: 3 clusters Score -715732.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -715810.562500 Penalty: 4156.592773
	Iteration 16Q: 3 clusters Score -715810.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -715845.062500 Penalty: 4156.592773
	Iteration 17Q: 3 clusters Score -715845.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -715868.812500 Penalty: 4156.592773
	Iteration 18Q: 3 clusters Score -715868.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -715882.875000 Penalty: 4156.592773
	Iteration 19Q: 3 clusters Score -715882.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -715893.312500 Penalty: 4156.592773
	Iteration 20F: 3 clusters Score -715893.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -715905.375000 Penalty: 4156.592773
	Iteration 21Q: 3 clusters Score -715905.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -715917.375000 Penalty: 4156.592773
	Iteration 22Q: 3 clusters Score -715917.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -715924.125000 Penalty: 4156.592773
	Iteration 23Q: 3 clusters Score -715924.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -715928.437500 Penalty: 4156.592773
	Iteration 24Q: 3 clusters Score -715928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -715932.437500 Penalty: 4156.592773
	Iteration 25Q: 3 clusters Score -715932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -715938.437500 Penalty: 4156.592773
	Iteration 26Q: 3 clusters Score -715938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -715941.375000 Penalty: 4156.592773
	Iteration 27Q: 3 clusters Score -715941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -715941.937500 Penalty: 4156.592773
	Iteration 28Q: 3 clusters Score -715941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -715940.687500 Penalty: 4156.592773
	Iteration 29Q: 3 clusters Score -715940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -715942.250000 Penalty: 4156.592773
	Iteration 30Q: 3 clusters Score -715942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -715944.000000 Penalty: 4156.592773
	Iteration 31Q: 3 clusters Score -715944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -715943.562500 Penalty: 4156.592773
	Iteration 32Q: 3 clusters Score -715943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -715943.062500 Penalty: 4156.592773
	Iteration 33Q: 3 clusters Score -715943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -715943.062500 Penalty: 4156.592773
	Iteration 34F: 3 clusters Score -715943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2031 members 
Entering Unmasked Estep 
Score: -117282448.000000 Penalty: 203298.921875
Splitting cluster 8 changes total score from -117283784.000000 to -117282448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -158429.953125 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -158430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156546.593750 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -156546.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -156812.171875 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -156812.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -156891.703125 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -156891.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156937.203125 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -156937.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156969.078125 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -156969.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -156992.515625 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -156992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -157002.109375 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -157002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157007.562500 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -157007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157013.812500 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -157013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157023.640625 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -157023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157029.890625 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -157029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157036.156250 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -157036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -157044.546875 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -157044.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -157057.640625 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -157057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -157064.687500 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -157064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157071.093750 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -157071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -157077.578125 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -157077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157085.187500 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -157085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157085.187500 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -157085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Entering Unmasked Estep 
Score: -5893846.500000 Penalty: 2580.745361
	Iteration 0F: 2 clusters Score -5893846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -5871676.000000 Penalty: 5161.490723
	Iteration 0F: 3 clusters Score -5871676 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5879937.000000 Penalty: 5161.490723
	Iteration 1F: 3 clusters Score -5879937 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5880718.000000 Penalty: 5161.490723
	Iteration 2F: 3 clusters Score -5880718 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5881814.000000 Penalty: 5161.490723
	Iteration 3F: 3 clusters Score -5881814 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5883230.500000 Penalty: 5161.490723
	Iteration 4F: 3 clusters Score -5883230 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5884719.500000 Penalty: 5161.490723
	Iteration 5F: 3 clusters Score -5884720 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5886074.500000 Penalty: 5161.490723
	Iteration 6F: 3 clusters Score -5886074 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -5887090.000000 Penalty: 5161.490723
	Iteration 7F: 3 clusters Score -5887090 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5887755.000000 Penalty: 5161.490723
	Iteration 8Q: 3 clusters Score -5887755 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5888242.000000 Penalty: 5161.490723
	Iteration 9Q: 3 clusters Score -5888242 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5888674.500000 Penalty: 5161.490723
	Iteration 10Q: 3 clusters Score -5888674 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5888960.000000 Penalty: 5161.490723
	Iteration 11Q: 3 clusters Score -5888960 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5889253.000000 Penalty: 5161.490723
	Iteration 12Q: 3 clusters Score -5889253 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5889519.500000 Penalty: 5161.490723
	Iteration 13Q: 3 clusters Score -5889520 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5889703.500000 Penalty: 5161.490723
	Iteration 14Q: 3 clusters Score -5889704 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -5889872.500000 Penalty: 5161.490723
	Iteration 15Q: 3 clusters Score -5889872 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5890027.500000 Penalty: 5161.490723
	Iteration 16Q: 3 clusters Score -5890028 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5890122.000000 Penalty: 5161.490723
	Iteration 17Q: 3 clusters Score -5890122 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -5890181.000000 Penalty: 5161.490723
	Iteration 18Q: 3 clusters Score -5890181 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5890247.000000 Penalty: 5161.490723
	Iteration 19Q: 3 clusters Score -5890247 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5890339.000000 Penalty: 5161.490723
	Iteration 20F: 3 clusters Score -5890339 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5890418.000000 Penalty: 5161.490723
	Iteration 21Q: 3 clusters Score -5890418 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5890474.500000 Penalty: 5161.490723
	Iteration 22Q: 3 clusters Score -5890474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5890528.000000 Penalty: 5161.490723
	Iteration 23Q: 3 clusters Score -5890528 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -5890587.000000 Penalty: 5161.490723
	Iteration 24Q: 3 clusters Score -5890587 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5890654.000000 Penalty: 5161.490723
	Iteration 25Q: 3 clusters Score -5890654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -5890705.500000 Penalty: 5161.490723
	Iteration 26Q: 3 clusters Score -5890706 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5890758.000000 Penalty: 5161.490723
	Iteration 27Q: 3 clusters Score -5890758 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5890804.000000 Penalty: 5161.490723
	Iteration 28Q: 3 clusters Score -5890804 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5890858.000000 Penalty: 5161.490723
	Iteration 29Q: 3 clusters Score -5890858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5890877.000000 Penalty: 5161.490723
	Iteration 30Q: 3 clusters Score -5890877 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5890942.000000 Penalty: 5161.490723
	Iteration 31Q: 3 clusters Score -5890942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5890990.500000 Penalty: 5161.490723
	Iteration 32Q: 3 clusters Score -5890990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -5891041.000000 Penalty: 5161.490723
	Iteration 33Q: 3 clusters Score -5891041 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5891079.500000 Penalty: 5161.490723
	Iteration 34Q: 3 clusters Score -5891080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5891138.500000 Penalty: 5161.490723
	Iteration 35Q: 3 clusters Score -5891138 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5891182.000000 Penalty: 5161.490723
	Iteration 36Q: 3 clusters Score -5891182 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5891212.000000 Penalty: 5161.490723
	Iteration 37Q: 3 clusters Score -5891212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5891244.500000 Penalty: 5161.490723
	Iteration 38Q: 3 clusters Score -5891244 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5891282.500000 Penalty: 5161.490723
	Iteration 39Q: 3 clusters Score -5891282 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5891325.000000 Penalty: 5161.490723
	Iteration 40F: 3 clusters Score -5891325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -5891372.500000 Penalty: 5161.490723
	Iteration 41Q: 3 clusters Score -5891372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5891404.500000 Penalty: 5161.490723
	Iteration 42Q: 3 clusters Score -5891404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -5891433.000000 Penalty: 5161.490723
	Iteration 43Q: 3 clusters Score -5891433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -5891458.000000 Penalty: 5161.490723
	Iteration 44Q: 3 clusters Score -5891458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -5891483.000000 Penalty: 5161.490723
	Iteration 45Q: 3 clusters Score -5891483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5891487.500000 Penalty: 5161.490723
	Iteration 46Q: 3 clusters Score -5891488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5891493.500000 Penalty: 5161.490723
	Iteration 47Q: 3 clusters Score -5891494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5891507.500000 Penalty: 5161.490723
	Iteration 48Q: 3 clusters Score -5891508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5891537.000000 Penalty: 5161.490723
	Iteration 49Q: 3 clusters Score -5891537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -5891552.500000 Penalty: 5161.490723
	Iteration 50Q: 3 clusters Score -5891552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5891565.000000 Penalty: 5161.490723
	Iteration 51Q: 3 clusters Score -5891565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5891582.000000 Penalty: 5161.490723
	Iteration 52Q: 3 clusters Score -5891582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -5891595.500000 Penalty: 5161.490723
	Iteration 53Q: 3 clusters Score -5891596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5891622.000000 Penalty: 5161.490723
	Iteration 54Q: 3 clusters Score -5891622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -5891639.500000 Penalty: 5161.490723
	Iteration 55Q: 3 clusters Score -5891640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5891658.500000 Penalty: 5161.490723
	Iteration 56Q: 3 clusters Score -5891658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -5891667.500000 Penalty: 5161.490723
	Iteration 57Q: 3 clusters Score -5891668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5891684.000000 Penalty: 5161.490723
	Iteration 58Q: 3 clusters Score -5891684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5891709.000000 Penalty: 5161.490723
	Iteration 59Q: 3 clusters Score -5891709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5891726.000000 Penalty: 5161.490723
	Iteration 60F: 3 clusters Score -5891726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5891746.000000 Penalty: 5161.490723
	Iteration 61Q: 3 clusters Score -5891746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -5891765.000000 Penalty: 5161.490723
	Iteration 62Q: 3 clusters Score -5891765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5891770.500000 Penalty: 5161.490723
	Iteration 63Q: 3 clusters Score -5891770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -5891772.500000 Penalty: 5161.490723
	Iteration 64Q: 3 clusters Score -5891772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -5891781.500000 Penalty: 5161.490723
	Iteration 65Q: 3 clusters Score -5891782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5891795.000000 Penalty: 5161.490723
	Iteration 66Q: 3 clusters Score -5891795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -5891798.000000 Penalty: 5161.490723
	Iteration 67Q: 3 clusters Score -5891798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5891810.000000 Penalty: 5161.490723
	Iteration 68Q: 3 clusters Score -5891810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5891817.000000 Penalty: 5161.490723
	Iteration 69Q: 3 clusters Score -5891817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5891820.000000 Penalty: 5161.490723
	Iteration 70Q: 3 clusters Score -5891820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5891808.500000 Penalty: 5161.490723
	Iteration 71Q: 3 clusters Score -5891808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5891810.000000 Penalty: 5161.490723
	Iteration 72Q: 3 clusters Score -5891810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -5891811.000000 Penalty: 5161.490723
	Iteration 73Q: 3 clusters Score -5891811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5891825.000000 Penalty: 5161.490723
	Iteration 74Q: 3 clusters Score -5891825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -5891825.000000 Penalty: 5161.490723
	Iteration 75Q: 3 clusters Score -5891825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -5891824.000000 Penalty: 5161.490723
	Iteration 76Q: 3 clusters Score -5891824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5891818.000000 Penalty: 5161.490723
	Iteration 77Q: 3 clusters Score -5891818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5891829.000000 Penalty: 5161.490723
	Iteration 78Q: 3 clusters Score -5891829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5891822.500000 Penalty: 5161.490723
	Iteration 79Q: 3 clusters Score -5891822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5891827.500000 Penalty: 5161.490723
	Iteration 80F: 3 clusters Score -5891828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5891826.500000 Penalty: 5161.490723
	Iteration 81Q: 3 clusters Score -5891826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5891829.000000 Penalty: 5161.490723
	Iteration 82Q: 3 clusters Score -5891829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5891840.000000 Penalty: 5161.490723
	Iteration 83Q: 3 clusters Score -5891840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -5891831.500000 Penalty: 5161.490723
	Iteration 84Q: 3 clusters Score -5891832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -5891833.500000 Penalty: 5161.490723
	Iteration 85Q: 3 clusters Score -5891834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5891833.000000 Penalty: 5161.490723
	Iteration 86Q: 3 clusters Score -5891833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5891835.000000 Penalty: 5161.490723
	Iteration 87Q: 3 clusters Score -5891835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5891835.000000 Penalty: 5161.490723
	Iteration 88F: 3 clusters Score -5891835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -864117.437500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -864117.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -859467.187500 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -859467.2 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -861139.937500 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -861139.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -861862.500000 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -861862.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -862440.062500 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -862440.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -862913.125000 Penalty: 4257.529785
	Iteration 4F: 3 clusters Score -862913.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -863291.062500 Penalty: 4257.529785
	Iteration 5F: 3 clusters Score -863291.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -863628.875000 Penalty: 4257.529785
	Iteration 6F: 3 clusters Score -863628.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -863865.687500 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -863865.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -863997.250000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -863997.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -864069.125000 Penalty: 4257.529785
	Iteration 9Q: 3 clusters Score -864069.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -864113.250000 Penalty: 4257.529785
	Iteration 10Q: 3 clusters Score -864113.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -864142.437500 Penalty: 4257.529785
	Iteration 11Q: 3 clusters Score -864142.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -864152.875000 Penalty: 4257.529785
	Iteration 12Q: 3 clusters Score -864152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -864155.375000 Penalty: 4257.529785
	Iteration 13Q: 3 clusters Score -864155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -864160.812500 Penalty: 4257.529785
	Iteration 14Q: 3 clusters Score -864160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -864165.062500 Penalty: 4257.529785
	Iteration 15Q: 3 clusters Score -864165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -864165.625000 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -864165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -864166.187500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -864166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -864166.437500 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -864166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864169.937500 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -864169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864168.812500 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -864168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -864170.875000 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -864170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864171.312500 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -864171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864172.000000 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -864172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864173.062500 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -864173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -864173.062500 Penalty: 4257.529785
	Iteration 25F: 3 clusters Score -864173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2755 members 
Entering Unmasked Estep 
Score: -117282720.000000 Penalty: 203298.921875
Splitting cluster 11 changes total score from -117283784.000000 to -117282720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -50197.492188 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -50197.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49005.511719 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -49005.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49271.457031 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -49271.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49482.265625 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -49482.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49716.582031 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -49716.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49807.554688 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -49807.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49925.875000 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -49925.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49944.011719 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -49944.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49984.714844 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -49984.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49986.523438 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -49986.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49986.523438 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -49986.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -490318.406250 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -490318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -487103.906250 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -487103.9 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -487746.843750 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -487746.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -487913.718750 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -487913.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -488005.250000 Penalty: 3952.629883
	Iteration 3Q: 3 clusters Score -488005.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -488073.093750 Penalty: 3952.629883
	Iteration 4Q: 3 clusters Score -488073.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -488120.250000 Penalty: 3952.629883
	Iteration 5Q: 3 clusters Score -488120.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488151.406250 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -488151.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -488175.000000 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -488175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -488200.156250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -488200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -488227.531250 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -488227.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -488252.062500 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -488252.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -488273.875000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -488273.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -488312.218750 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -488312.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -488354.062500 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -488354.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488384.781250 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -488384.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -488407.218750 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -488407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -488434.625000 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -488434.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -488459.343750 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -488459.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -488490.781250 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -488490.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -488520.687500 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -488520.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488551.406250 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -488551.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488577.500000 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -488577.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -488605.875000 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -488605.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488631.750000 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -488631.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -488662.406250 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -488662.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -488679.062500 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -488679.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -488697.562500 Penalty: 3952.629883
	Iteration 26Q: 3 clusters Score -488697.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488709.000000 Penalty: 3952.629883
	Iteration 27Q: 3 clusters Score -488709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488721.406250 Penalty: 3952.629883
	Iteration 28Q: 3 clusters Score -488721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -488733.843750 Penalty: 3952.629883
	Iteration 29Q: 3 clusters Score -488733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -488742.718750 Penalty: 3952.629883
	Iteration 30Q: 3 clusters Score -488742.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -488749.093750 Penalty: 3952.629883
	Iteration 31Q: 3 clusters Score -488749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488759.593750 Penalty: 3952.629883
	Iteration 32Q: 3 clusters Score -488759.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488764.875000 Penalty: 3952.629883
	Iteration 33Q: 3 clusters Score -488764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -488771.406250 Penalty: 3952.629883
	Iteration 34Q: 3 clusters Score -488771.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488777.218750 Penalty: 3952.629883
	Iteration 35Q: 3 clusters Score -488777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -488782.593750 Penalty: 3952.629883
	Iteration 36Q: 3 clusters Score -488782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -488786.250000 Penalty: 3952.629883
	Iteration 37Q: 3 clusters Score -488786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -488789.343750 Penalty: 3952.629883
	Iteration 38Q: 3 clusters Score -488789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -488793.656250 Penalty: 3952.629883
	Iteration 39Q: 3 clusters Score -488793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -488799.906250 Penalty: 3952.629883
	Iteration 40F: 3 clusters Score -488799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -488805.906250 Penalty: 3952.629883
	Iteration 41Q: 3 clusters Score -488805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -488811.875000 Penalty: 3952.629883
	Iteration 42Q: 3 clusters Score -488811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -488815.531250 Penalty: 3952.629883
	Iteration 43Q: 3 clusters Score -488815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -488817.000000 Penalty: 3952.629883
	Iteration 44Q: 3 clusters Score -488817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -488820.781250 Penalty: 3952.629883
	Iteration 45Q: 3 clusters Score -488820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -488823.093750 Penalty: 3952.629883
	Iteration 46Q: 3 clusters Score -488823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -488826.437500 Penalty: 3952.629883
	Iteration 47Q: 3 clusters Score -488826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -488828.156250 Penalty: 3952.629883
	Iteration 48Q: 3 clusters Score -488828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -488828.906250 Penalty: 3952.629883
	Iteration 49Q: 3 clusters Score -488828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -488829.875000 Penalty: 3952.629883
	Iteration 50Q: 3 clusters Score -488829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -488832.593750 Penalty: 3952.629883
	Iteration 51Q: 3 clusters Score -488832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -488833.750000 Penalty: 3952.629883
	Iteration 52Q: 3 clusters Score -488833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -488834.937500 Penalty: 3952.629883
	Iteration 53Q: 3 clusters Score -488834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -488834.937500 Penalty: 3952.629883
	Iteration 54F: 3 clusters Score -488834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -71849.000000 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -71849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70451.984375 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -70451.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70632.625000 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -70632.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70736.156250 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -70736.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70801.523438 Penalty: 3048.579346
	Iteration 3F: 3 clusters Score -70801.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70886.984375 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -70886.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70927.179688 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -70927.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70935.773438 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -70935.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70942.484375 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -70942.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70951.984375 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -70951.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70958.625000 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -70958.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70973.625000 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -70973.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70974.960938 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -70974.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70974.960938 Penalty: 3048.579346
	Iteration 12F: 3 clusters Score -70974.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -40632.449219 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -40632.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39442.128906 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -39442.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39687.644531 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -39687.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39726.027344 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -39726.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39752.210938 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -39752.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39766.003906 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -39766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39775.105469 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -39775.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39800.742188 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -39800.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39807.273438 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -39807.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39820.980469 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -39820.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39825.425781 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -39825.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39830.253906 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -39830.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39850.156250 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -39850.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39871.609375 Penalty: 2876.350098
	Iteration 12Q: 3 clusters Score -39871.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39890.468750 Penalty: 2876.350098
	Iteration 13Q: 3 clusters Score -39890.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39938.992188 Penalty: 2876.350098
	Iteration 14Q: 3 clusters Score -39938.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39962.613281 Penalty: 2876.350098
	Iteration 15Q: 3 clusters Score -39962.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40000.679688 Penalty: 2876.350098
	Iteration 16Q: 3 clusters Score -40000.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40035.066406 Penalty: 2876.350098
	Iteration 17Q: 3 clusters Score -40035.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40039.808594 Penalty: 2876.350098
	Iteration 18F: 3 clusters Score -40039.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40085.074219 Penalty: 2876.350098
	Iteration 19Q: 3 clusters Score -40085.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40125.855469 Penalty: 2876.350098
	Iteration 20F: 3 clusters Score -40125.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40168.480469 Penalty: 2876.350098
	Iteration 21Q: 3 clusters Score -40168.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40237.441406 Penalty: 2876.350098
	Iteration 22Q: 3 clusters Score -40237.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40276.558594 Penalty: 2876.350098
	Iteration 23Q: 3 clusters Score -40276.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40311.667969 Penalty: 2876.350098
	Iteration 24Q: 3 clusters Score -40311.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40336.550781 Penalty: 2876.350098
	Iteration 25Q: 3 clusters Score -40336.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40358.808594 Penalty: 2876.350098
	Iteration 26Q: 3 clusters Score -40358.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40358.808594 Penalty: 2876.350098
	Iteration 27F: 3 clusters Score -40358.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -2091967.250000 Penalty: 2328.074707
	Iteration 0F: 2 clusters Score -2091967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2083080.375000 Penalty: 4656.149414
	Iteration 0F: 3 clusters Score -2083080 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2085699.750000 Penalty: 4656.149414
	Iteration 1F: 3 clusters Score -2085700 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2086075.625000 Penalty: 4656.149414
	Iteration 2F: 3 clusters Score -2086076 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2086353.125000 Penalty: 4656.149414
	Iteration 3F: 3 clusters Score -2086353 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2086624.125000 Penalty: 4656.149414
	Iteration 4Q: 3 clusters Score -2086624 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2086898.000000 Penalty: 4656.149414
	Iteration 5Q: 3 clusters Score -2086898 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2087189.750000 Penalty: 4656.149414
	Iteration 6Q: 3 clusters Score -2087190 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2087473.125000 Penalty: 4656.149414
	Iteration 7Q: 3 clusters Score -2087473 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2087731.250000 Penalty: 4656.149414
	Iteration 8Q: 3 clusters Score -2087731 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2087969.750000 Penalty: 4656.149414
	Iteration 9Q: 3 clusters Score -2087970 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2088202.875000 Penalty: 4656.149414
	Iteration 10Q: 3 clusters Score -2088203 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2088455.375000 Penalty: 4656.149414
	Iteration 11Q: 3 clusters Score -2088455 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2088673.125000 Penalty: 4656.149414
	Iteration 12Q: 3 clusters Score -2088673 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2088878.750000 Penalty: 4656.149414
	Iteration 13Q: 3 clusters Score -2088879 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2089070.500000 Penalty: 4656.149414
	Iteration 14Q: 3 clusters Score -2089070 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2089236.500000 Penalty: 4656.149414
	Iteration 15Q: 3 clusters Score -2089236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2089394.750000 Penalty: 4656.149414
	Iteration 16Q: 3 clusters Score -2089395 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2089515.375000 Penalty: 4656.149414
	Iteration 17Q: 3 clusters Score -2089515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2089616.625000 Penalty: 4656.149414
	Iteration 18Q: 3 clusters Score -2089617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2089690.250000 Penalty: 4656.149414
	Iteration 19Q: 3 clusters Score -2089690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2089770.250000 Penalty: 4656.149414
	Iteration 20F: 3 clusters Score -2089770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2089850.750000 Penalty: 4656.149414
	Iteration 21Q: 3 clusters Score -2089851 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2089923.375000 Penalty: 4656.149414
	Iteration 22Q: 3 clusters Score -2089923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2089988.125000 Penalty: 4656.149414
	Iteration 23Q: 3 clusters Score -2089988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2090021.250000 Penalty: 4656.149414
	Iteration 24Q: 3 clusters Score -2090021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2090046.125000 Penalty: 4656.149414
	Iteration 25Q: 3 clusters Score -2090046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2090063.625000 Penalty: 4656.149414
	Iteration 26Q: 3 clusters Score -2090064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2090082.875000 Penalty: 4656.149414
	Iteration 27Q: 3 clusters Score -2090083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2090089.875000 Penalty: 4656.149414
	Iteration 28Q: 3 clusters Score -2090090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2090100.500000 Penalty: 4656.149414
	Iteration 29Q: 3 clusters Score -2090100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2090109.750000 Penalty: 4656.149414
	Iteration 30Q: 3 clusters Score -2090110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2090119.125000 Penalty: 4656.149414
	Iteration 31Q: 3 clusters Score -2090119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2090129.375000 Penalty: 4656.149414
	Iteration 32Q: 3 clusters Score -2090129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2090130.250000 Penalty: 4656.149414
	Iteration 33Q: 3 clusters Score -2090130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2090140.250000 Penalty: 4656.149414
	Iteration 34Q: 3 clusters Score -2090140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2090146.000000 Penalty: 4656.149414
	Iteration 35Q: 3 clusters Score -2090146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2090159.625000 Penalty: 4656.149414
	Iteration 36Q: 3 clusters Score -2090160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2090162.125000 Penalty: 4656.149414
	Iteration 37Q: 3 clusters Score -2090162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2090165.750000 Penalty: 4656.149414
	Iteration 38Q: 3 clusters Score -2090166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2090170.625000 Penalty: 4656.149414
	Iteration 39Q: 3 clusters Score -2090171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2090174.625000 Penalty: 4656.149414
	Iteration 40F: 3 clusters Score -2090175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2090175.000000 Penalty: 4656.149414
	Iteration 41Q: 3 clusters Score -2090175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2090174.750000 Penalty: 4656.149414
	Iteration 42Q: 3 clusters Score -2090175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2090177.000000 Penalty: 4656.149414
	Iteration 43Q: 3 clusters Score -2090177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2090181.250000 Penalty: 4656.149414
	Iteration 44Q: 3 clusters Score -2090181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2090182.000000 Penalty: 4656.149414
	Iteration 45Q: 3 clusters Score -2090182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2090186.750000 Penalty: 4656.149414
	Iteration 46Q: 3 clusters Score -2090187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2090189.000000 Penalty: 4656.149414
	Iteration 47Q: 3 clusters Score -2090189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2090191.000000 Penalty: 4656.149414
	Iteration 48Q: 3 clusters Score -2090191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2090197.125000 Penalty: 4656.149414
	Iteration 49Q: 3 clusters Score -2090197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2090198.500000 Penalty: 4656.149414
	Iteration 50Q: 3 clusters Score -2090198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2090201.875000 Penalty: 4656.149414
	Iteration 51Q: 3 clusters Score -2090202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2090205.875000 Penalty: 4656.149414
	Iteration 52Q: 3 clusters Score -2090206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2090209.250000 Penalty: 4656.149414
	Iteration 53Q: 3 clusters Score -2090209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2090215.375000 Penalty: 4656.149414
	Iteration 54Q: 3 clusters Score -2090215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2090217.125000 Penalty: 4656.149414
	Iteration 55Q: 3 clusters Score -2090217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2090216.750000 Penalty: 4656.149414
	Iteration 56Q: 3 clusters Score -2090217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2090223.000000 Penalty: 4656.149414
	Iteration 57Q: 3 clusters Score -2090223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2090225.125000 Penalty: 4656.149414
	Iteration 58Q: 3 clusters Score -2090225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2090225.000000 Penalty: 4656.149414
	Iteration 59Q: 3 clusters Score -2090225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2090225.000000 Penalty: 4656.149414
	Iteration 60F: 3 clusters Score -2090225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1756183.625000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1756184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1748489.375000 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1748489 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1750775.250000 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1750775 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1751180.625000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1751181 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1751617.625000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1751618 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1752126.500000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1752126 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1752588.375000 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -1752588 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1752941.250000 Penalty: 4571.345215
	Iteration 6F: 3 clusters Score -1752941 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1753218.000000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -1753218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1753418.250000 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -1753418 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1753538.125000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -1753538 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1753639.500000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1753640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1753740.125000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1753740 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1753812.000000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1753812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1753862.875000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1753863 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1753888.750000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1753889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1753924.750000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1753925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1753945.250000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1753945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1753973.625000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1753974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1753990.500000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1753990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1753997.375000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1753997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1754011.500000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1754012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1754028.500000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1754028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1754033.000000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1754033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1754039.000000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1754039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1754047.375000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1754047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1754055.000000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1754055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1754067.875000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1754068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1754074.750000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1754075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1754087.500000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1754088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1754098.750000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1754099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1754109.250000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1754109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1754119.875000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1754120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1754133.000000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1754133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1754147.250000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1754147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1754164.250000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1754164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1754186.500000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1754186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1754201.500000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1754202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1754214.625000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1754215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1754233.875000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1754234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1754250.500000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1754250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1754269.375000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1754269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1754283.250000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1754283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1754306.000000 Penalty: 4571.345215
	Iteration 42Q: 3 clusters Score -1754306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1754338.125000 Penalty: 4571.345215
	Iteration 43Q: 3 clusters Score -1754338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1754365.000000 Penalty: 4571.345215
	Iteration 44Q: 3 clusters Score -1754365 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1754405.875000 Penalty: 4571.345215
	Iteration 45Q: 3 clusters Score -1754406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1754458.375000 Penalty: 4571.345215
	Iteration 46Q: 3 clusters Score -1754458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1754507.750000 Penalty: 4571.345215
	Iteration 47Q: 3 clusters Score -1754508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1754571.500000 Penalty: 4571.345215
	Iteration 48Q: 3 clusters Score -1754572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1754641.500000 Penalty: 4571.345215
	Iteration 49Q: 3 clusters Score -1754642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1754719.125000 Penalty: 4571.345215
	Iteration 50Q: 3 clusters Score -1754719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1754801.750000 Penalty: 4571.345215
	Iteration 51Q: 3 clusters Score -1754802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1754871.625000 Penalty: 4571.345215
	Iteration 52Q: 3 clusters Score -1754872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1754944.875000 Penalty: 4571.345215
	Iteration 53Q: 3 clusters Score -1754945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1754979.500000 Penalty: 4571.345215
	Iteration 54Q: 3 clusters Score -1754980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1755012.375000 Penalty: 4571.345215
	Iteration 55Q: 3 clusters Score -1755012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1755030.750000 Penalty: 4571.345215
	Iteration 56Q: 3 clusters Score -1755031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1755047.375000 Penalty: 4571.345215
	Iteration 57Q: 3 clusters Score -1755047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1755058.875000 Penalty: 4571.345215
	Iteration 58Q: 3 clusters Score -1755059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1755068.375000 Penalty: 4571.345215
	Iteration 59Q: 3 clusters Score -1755068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1755071.625000 Penalty: 4571.345215
	Iteration 60F: 3 clusters Score -1755072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1755080.125000 Penalty: 4571.345215
	Iteration 61Q: 3 clusters Score -1755080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1755081.750000 Penalty: 4571.345215
	Iteration 62Q: 3 clusters Score -1755082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1755084.125000 Penalty: 4571.345215
	Iteration 63Q: 3 clusters Score -1755084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1755085.625000 Penalty: 4571.345215
	Iteration 64Q: 3 clusters Score -1755086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1755088.000000 Penalty: 4571.345215
	Iteration 65Q: 3 clusters Score -1755088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1755088.250000 Penalty: 4571.345215
	Iteration 66Q: 3 clusters Score -1755088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1755085.750000 Penalty: 4571.345215
	Iteration 67Q: 3 clusters Score -1755086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1755087.875000 Penalty: 4571.345215
	Iteration 68Q: 3 clusters Score -1755088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1755086.250000 Penalty: 4571.345215
	Iteration 69Q: 3 clusters Score -1755086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1755088.750000 Penalty: 4571.345215
	Iteration 70Q: 3 clusters Score -1755089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1755089.375000 Penalty: 4571.345215
	Iteration 71Q: 3 clusters Score -1755089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1755092.125000 Penalty: 4571.345215
	Iteration 72Q: 3 clusters Score -1755092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1755090.125000 Penalty: 4571.345215
	Iteration 73Q: 3 clusters Score -1755090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1755090.875000 Penalty: 4571.345215
	Iteration 74Q: 3 clusters Score -1755091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1755089.875000 Penalty: 4571.345215
	Iteration 75Q: 3 clusters Score -1755090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1755090.375000 Penalty: 4571.345215
	Iteration 76Q: 3 clusters Score -1755090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1755090.375000 Penalty: 4571.345215
	Iteration 77F: 3 clusters Score -1755090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1952674.875000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1952675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1944272.125000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1944272 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1947004.875000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1947005 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1947780.375000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1947780 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1949010.625000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1949011 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1950673.875000 Penalty: 4623.609375
	Iteration 4F: 3 clusters Score -1950674 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1951991.625000 Penalty: 4623.609375
	Iteration 5F: 3 clusters Score -1951992 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1952565.125000 Penalty: 4623.609375
	Iteration 6F: 3 clusters Score -1952565 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1952765.875000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1952766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1952843.000000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1952843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1952876.000000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1952876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1952903.750000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1952904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1952918.250000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1952918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1952931.000000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1952931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1952934.625000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1952935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1952944.500000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1952944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1952942.125000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1952942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1952947.125000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1952947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1952946.625000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1952947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1952950.375000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1952950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1952948.000000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1952948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1952950.250000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1952950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1952954.875000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1952955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1952957.000000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1952957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1952956.000000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1952956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1952957.000000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1952957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1952953.125000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1952953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1952951.250000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1952951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1952955.250000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1952955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1952953.250000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1952953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1952957.750000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1952958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1952957.750000 Penalty: 4623.609375
	Iteration 30F: 3 clusters Score -1952958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 6123 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 5056 members 
Entering Unmasked Estep 
Score: -117282696.000000 Penalty: 203298.921875
Splitting cluster 18 changes total score from -117283784.000000 to -117282696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Entering Unmasked Estep 
Score: -6326825.000000 Penalty: 2611.456787
	Iteration 0F: 2 clusters Score -6326825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6301873.000000 Penalty: 5222.913574
	Iteration 0F: 3 clusters Score -6301873 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -6311262.500000 Penalty: 5222.913574
	Iteration 1F: 3 clusters Score -6311262 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6312076.500000 Penalty: 5222.913574
	Iteration 2F: 3 clusters Score -6312076 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6312865.500000 Penalty: 5222.913574
	Iteration 3F: 3 clusters Score -6312866 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -6313694.500000 Penalty: 5222.913574
	Iteration 4F: 3 clusters Score -6313694 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6314607.000000 Penalty: 5222.913574
	Iteration 5F: 3 clusters Score -6314607 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6315602.000000 Penalty: 5222.913574
	Iteration 6F: 3 clusters Score -6315602 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6316598.000000 Penalty: 5222.913574
	Iteration 7F: 3 clusters Score -6316598 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6317618.500000 Penalty: 5222.913574
	Iteration 8F: 3 clusters Score -6317618 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -6318487.000000 Penalty: 5222.913574
	Iteration 9Q: 3 clusters Score -6318487 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6319325.000000 Penalty: 5222.913574
	Iteration 10Q: 3 clusters Score -6319325 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -6320032.500000 Penalty: 5222.913574
	Iteration 11Q: 3 clusters Score -6320032 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -6320606.000000 Penalty: 5222.913574
	Iteration 12Q: 3 clusters Score -6320606 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6321054.500000 Penalty: 5222.913574
	Iteration 13Q: 3 clusters Score -6321054 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -6321312.000000 Penalty: 5222.913574
	Iteration 14Q: 3 clusters Score -6321312 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -6321512.500000 Penalty: 5222.913574
	Iteration 15Q: 3 clusters Score -6321512 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -6321616.500000 Penalty: 5222.913574
	Iteration 16Q: 3 clusters Score -6321616 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -6321705.000000 Penalty: 5222.913574
	Iteration 17Q: 3 clusters Score -6321705 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -6321756.500000 Penalty: 5222.913574
	Iteration 18Q: 3 clusters Score -6321756 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -6321810.000000 Penalty: 5222.913574
	Iteration 19Q: 3 clusters Score -6321810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -6321845.500000 Penalty: 5222.913574
	Iteration 20F: 3 clusters Score -6321846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -6321854.000000 Penalty: 5222.913574
	Iteration 21Q: 3 clusters Score -6321854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -6321879.500000 Penalty: 5222.913574
	Iteration 22Q: 3 clusters Score -6321880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -6321891.000000 Penalty: 5222.913574
	Iteration 23Q: 3 clusters Score -6321891 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6321936.500000 Penalty: 5222.913574
	Iteration 24Q: 3 clusters Score -6321936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6321977.000000 Penalty: 5222.913574
	Iteration 25Q: 3 clusters Score -6321977 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6321981.000000 Penalty: 5222.913574
	Iteration 26Q: 3 clusters Score -6321981 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -6322005.500000 Penalty: 5222.913574
	Iteration 27Q: 3 clusters Score -6322006 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -6322007.000000 Penalty: 5222.913574
	Iteration 28Q: 3 clusters Score -6322007 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -6322040.000000 Penalty: 5222.913574
	Iteration 29Q: 3 clusters Score -6322040 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6322050.000000 Penalty: 5222.913574
	Iteration 30Q: 3 clusters Score -6322050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6322080.500000 Penalty: 5222.913574
	Iteration 31Q: 3 clusters Score -6322080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -6322091.000000 Penalty: 5222.913574
	Iteration 32Q: 3 clusters Score -6322091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -6322109.000000 Penalty: 5222.913574
	Iteration 33Q: 3 clusters Score -6322109 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6322117.000000 Penalty: 5222.913574
	Iteration 34Q: 3 clusters Score -6322117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6322145.500000 Penalty: 5222.913574
	Iteration 35Q: 3 clusters Score -6322146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -6322152.500000 Penalty: 5222.913574
	Iteration 36Q: 3 clusters Score -6322152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -6322179.500000 Penalty: 5222.913574
	Iteration 37Q: 3 clusters Score -6322180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -6322199.500000 Penalty: 5222.913574
	Iteration 38Q: 3 clusters Score -6322200 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -6322219.000000 Penalty: 5222.913574
	Iteration 39Q: 3 clusters Score -6322219 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -6322242.500000 Penalty: 5222.913574
	Iteration 40F: 3 clusters Score -6322242 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -6322285.000000 Penalty: 5222.913574
	Iteration 41Q: 3 clusters Score -6322285 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -6322344.500000 Penalty: 5222.913574
	Iteration 42Q: 3 clusters Score -6322344 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -6322422.000000 Penalty: 5222.913574
	Iteration 43Q: 3 clusters Score -6322422 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -6322455.500000 Penalty: 5222.913574
	Iteration 44Q: 3 clusters Score -6322456 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6322567.000000 Penalty: 5222.913574
	Iteration 45Q: 3 clusters Score -6322567 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6322642.500000 Penalty: 5222.913574
	Iteration 46Q: 3 clusters Score -6322642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -6322733.500000 Penalty: 5222.913574
	Iteration 47Q: 3 clusters Score -6322734 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -6322872.000000 Penalty: 5222.913574
	Iteration 48Q: 3 clusters Score -6322872 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6322956.000000 Penalty: 5222.913574
	Iteration 49Q: 3 clusters Score -6322956 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -6323071.500000 Penalty: 5222.913574
	Iteration 50Q: 3 clusters Score -6323072 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6323176.000000 Penalty: 5222.913574
	Iteration 51Q: 3 clusters Score -6323176 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -6323303.500000 Penalty: 5222.913574
	Iteration 52Q: 3 clusters Score -6323304 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6323457.500000 Penalty: 5222.913574
	Iteration 53Q: 3 clusters Score -6323458 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -6323585.000000 Penalty: 5222.913574
	Iteration 54Q: 3 clusters Score -6323585 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6323717.000000 Penalty: 5222.913574
	Iteration 55Q: 3 clusters Score -6323717 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -6323873.500000 Penalty: 5222.913574
	Iteration 56Q: 3 clusters Score -6323874 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6324019.000000 Penalty: 5222.913574
	Iteration 57Q: 3 clusters Score -6324019 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6324144.000000 Penalty: 5222.913574
	Iteration 58Q: 3 clusters Score -6324144 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6324281.500000 Penalty: 5222.913574
	Iteration 59Q: 3 clusters Score -6324282 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6324374.000000 Penalty: 5222.913574
	Iteration 60F: 3 clusters Score -6324374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6324459.000000 Penalty: 5222.913574
	Iteration 61Q: 3 clusters Score -6324459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6324543.000000 Penalty: 5222.913574
	Iteration 62Q: 3 clusters Score -6324543 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6324608.500000 Penalty: 5222.913574
	Iteration 63Q: 3 clusters Score -6324608 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6324688.000000 Penalty: 5222.913574
	Iteration 64Q: 3 clusters Score -6324688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6324782.000000 Penalty: 5222.913574
	Iteration 65Q: 3 clusters Score -6324782 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6324859.500000 Penalty: 5222.913574
	Iteration 66Q: 3 clusters Score -6324860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6324929.000000 Penalty: 5222.913574
	Iteration 67Q: 3 clusters Score -6324929 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6324983.500000 Penalty: 5222.913574
	Iteration 68Q: 3 clusters Score -6324984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6325012.000000 Penalty: 5222.913574
	Iteration 69Q: 3 clusters Score -6325012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6325062.500000 Penalty: 5222.913574
	Iteration 70Q: 3 clusters Score -6325062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6325122.500000 Penalty: 5222.913574
	Iteration 71Q: 3 clusters Score -6325122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6325152.000000 Penalty: 5222.913574
	Iteration 72Q: 3 clusters Score -6325152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6325183.500000 Penalty: 5222.913574
	Iteration 73Q: 3 clusters Score -6325184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6325232.000000 Penalty: 5222.913574
	Iteration 74Q: 3 clusters Score -6325232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6325250.500000 Penalty: 5222.913574
	Iteration 75Q: 3 clusters Score -6325250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6325282.500000 Penalty: 5222.913574
	Iteration 76Q: 3 clusters Score -6325282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6325292.000000 Penalty: 5222.913574
	Iteration 77Q: 3 clusters Score -6325292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6325323.500000 Penalty: 5222.913574
	Iteration 78Q: 3 clusters Score -6325324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6325333.000000 Penalty: 5222.913574
	Iteration 79Q: 3 clusters Score -6325333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6325358.500000 Penalty: 5222.913574
	Iteration 80F: 3 clusters Score -6325358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6325367.000000 Penalty: 5222.913574
	Iteration 81Q: 3 clusters Score -6325367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6325378.500000 Penalty: 5222.913574
	Iteration 82Q: 3 clusters Score -6325378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6325369.500000 Penalty: 5222.913574
	Iteration 83Q: 3 clusters Score -6325370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6325381.000000 Penalty: 5222.913574
	Iteration 84Q: 3 clusters Score -6325381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6325404.000000 Penalty: 5222.913574
	Iteration 85Q: 3 clusters Score -6325404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6325408.000000 Penalty: 5222.913574
	Iteration 86Q: 3 clusters Score -6325408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6325417.500000 Penalty: 5222.913574
	Iteration 87Q: 3 clusters Score -6325418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6325414.000000 Penalty: 5222.913574
	Iteration 88Q: 3 clusters Score -6325414 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6325422.500000 Penalty: 5222.913574
	Iteration 89Q: 3 clusters Score -6325422 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6325439.500000 Penalty: 5222.913574
	Iteration 90Q: 3 clusters Score -6325440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6325445.500000 Penalty: 5222.913574
	Iteration 91Q: 3 clusters Score -6325446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6325452.000000 Penalty: 5222.913574
	Iteration 92Q: 3 clusters Score -6325452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6325431.000000 Penalty: 5222.913574
	Iteration 93Q: 3 clusters Score -6325431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6325449.000000 Penalty: 5222.913574
	Iteration 94Q: 3 clusters Score -6325449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6325453.500000 Penalty: 5222.913574
	Iteration 95Q: 3 clusters Score -6325454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6325451.000000 Penalty: 5222.913574
	Iteration 96Q: 3 clusters Score -6325451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6325467.500000 Penalty: 5222.913574
	Iteration 97Q: 3 clusters Score -6325468 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6325467.500000 Penalty: 5222.913574
	Iteration 98Q: 3 clusters Score -6325468 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6325466.000000 Penalty: 5222.913574
	Iteration 99Q: 3 clusters Score -6325466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6325473.500000 Penalty: 5222.913574
	Iteration 100F: 3 clusters Score -6325474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6325477.000000 Penalty: 5222.913574
	Iteration 101Q: 3 clusters Score -6325477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6325482.000000 Penalty: 5222.913574
	Iteration 102Q: 3 clusters Score -6325482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6325488.500000 Penalty: 5222.913574
	Iteration 103Q: 3 clusters Score -6325488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6325487.000000 Penalty: 5222.913574
	Iteration 104Q: 3 clusters Score -6325487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6325507.500000 Penalty: 5222.913574
	Iteration 105Q: 3 clusters Score -6325508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6325508.500000 Penalty: 5222.913574
	Iteration 106Q: 3 clusters Score -6325508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6325521.000000 Penalty: 5222.913574
	Iteration 107Q: 3 clusters Score -6325521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6325517.500000 Penalty: 5222.913574
	Iteration 108Q: 3 clusters Score -6325518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6325515.000000 Penalty: 5222.913574
	Iteration 109Q: 3 clusters Score -6325515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6325524.500000 Penalty: 5222.913574
	Iteration 110Q: 3 clusters Score -6325524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6325528.000000 Penalty: 5222.913574
	Iteration 111Q: 3 clusters Score -6325528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6325522.500000 Penalty: 5222.913574
	Iteration 112Q: 3 clusters Score -6325522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6325524.500000 Penalty: 5222.913574
	Iteration 113Q: 3 clusters Score -6325524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6325530.500000 Penalty: 5222.913574
	Iteration 114Q: 3 clusters Score -6325530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6325527.500000 Penalty: 5222.913574
	Iteration 115Q: 3 clusters Score -6325528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6325531.000000 Penalty: 5222.913574
	Iteration 116Q: 3 clusters Score -6325531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6325519.500000 Penalty: 5222.913574
	Iteration 117Q: 3 clusters Score -6325520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6325532.500000 Penalty: 5222.913574
	Iteration 118Q: 3 clusters Score -6325532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6325530.000000 Penalty: 5222.913574
	Iteration 119Q: 3 clusters Score -6325530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6325530.000000 Penalty: 5222.913574
	Iteration 120F: 3 clusters Score -6325530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Entering Unmasked Estep 
Score: -6556477.000000 Penalty: 2615.766113
	Iteration 0F: 2 clusters Score -6556477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -6531171.500000 Penalty: 5231.532227
	Iteration 0F: 3 clusters Score -6531172 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6540648.000000 Penalty: 5231.532227
	Iteration 1F: 3 clusters Score -6540648 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -6541319.000000 Penalty: 5231.532227
	Iteration 2F: 3 clusters Score -6541319 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -6542268.000000 Penalty: 5231.532227
	Iteration 3F: 3 clusters Score -6542268 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6543428.500000 Penalty: 5231.532227
	Iteration 4F: 3 clusters Score -6543428 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -6544886.500000 Penalty: 5231.532227
	Iteration 5F: 3 clusters Score -6544886 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -6546544.000000 Penalty: 5231.532227
	Iteration 6F: 3 clusters Score -6546544 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -6548185.000000 Penalty: 5231.532227
	Iteration 7F: 3 clusters Score -6548185 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -6549738.000000 Penalty: 5231.532227
	Iteration 8F: 3 clusters Score -6549738 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6551198.000000 Penalty: 5231.532227
	Iteration 9F: 3 clusters Score -6551198 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -6552508.000000 Penalty: 5231.532227
	Iteration 10Q: 3 clusters Score -6552508 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6553532.000000 Penalty: 5231.532227
	Iteration 11Q: 3 clusters Score -6553532 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6554127.000000 Penalty: 5231.532227
	Iteration 12Q: 3 clusters Score -6554127 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6554489.500000 Penalty: 5231.532227
	Iteration 13Q: 3 clusters Score -6554490 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6554705.500000 Penalty: 5231.532227
	Iteration 14Q: 3 clusters Score -6554706 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6554848.000000 Penalty: 5231.532227
	Iteration 15Q: 3 clusters Score -6554848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6554934.000000 Penalty: 5231.532227
	Iteration 16Q: 3 clusters Score -6554934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6554975.500000 Penalty: 5231.532227
	Iteration 17Q: 3 clusters Score -6554976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6555014.500000 Penalty: 5231.532227
	Iteration 18Q: 3 clusters Score -6555014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6555053.000000 Penalty: 5231.532227
	Iteration 19Q: 3 clusters Score -6555053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6555087.500000 Penalty: 5231.532227
	Iteration 20F: 3 clusters Score -6555088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6555105.000000 Penalty: 5231.532227
	Iteration 21Q: 3 clusters Score -6555105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6555131.000000 Penalty: 5231.532227
	Iteration 22Q: 3 clusters Score -6555131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6555134.500000 Penalty: 5231.532227
	Iteration 23Q: 3 clusters Score -6555134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6555133.000000 Penalty: 5231.532227
	Iteration 24Q: 3 clusters Score -6555133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6555145.000000 Penalty: 5231.532227
	Iteration 25Q: 3 clusters Score -6555145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6555158.500000 Penalty: 5231.532227
	Iteration 26Q: 3 clusters Score -6555158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6555153.500000 Penalty: 5231.532227
	Iteration 27Q: 3 clusters Score -6555154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6555150.500000 Penalty: 5231.532227
	Iteration 28Q: 3 clusters Score -6555150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6555159.500000 Penalty: 5231.532227
	Iteration 29Q: 3 clusters Score -6555160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6555162.000000 Penalty: 5231.532227
	Iteration 30Q: 3 clusters Score -6555162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6555165.000000 Penalty: 5231.532227
	Iteration 31Q: 3 clusters Score -6555165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6555169.000000 Penalty: 5231.532227
	Iteration 32Q: 3 clusters Score -6555169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6555168.500000 Penalty: 5231.532227
	Iteration 33Q: 3 clusters Score -6555168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6555168.500000 Penalty: 5231.532227
	Iteration 34F: 3 clusters Score -6555168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Entering Unmasked Estep 
Score: -5199523.500000 Penalty: 2548.417725
	Iteration 0F: 2 clusters Score -5199524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -5179706.500000 Penalty: 5096.835449
	Iteration 0F: 3 clusters Score -5179706 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5186713.500000 Penalty: 5096.835449
	Iteration 1F: 3 clusters Score -5186714 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5187286.000000 Penalty: 5096.835449
	Iteration 2F: 3 clusters Score -5187286 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5187921.000000 Penalty: 5096.835449
	Iteration 3F: 3 clusters Score -5187921 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -5188721.500000 Penalty: 5096.835449
	Iteration 4F: 3 clusters Score -5188722 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5189777.500000 Penalty: 5096.835449
	Iteration 5F: 3 clusters Score -5189778 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5190856.000000 Penalty: 5096.835449
	Iteration 6F: 3 clusters Score -5190856 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -5192076.500000 Penalty: 5096.835449
	Iteration 7F: 3 clusters Score -5192076 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5193115.500000 Penalty: 5096.835449
	Iteration 8F: 3 clusters Score -5193116 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5193986.000000 Penalty: 5096.835449
	Iteration 9Q: 3 clusters Score -5193986 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -5194626.000000 Penalty: 5096.835449
	Iteration 10Q: 3 clusters Score -5194626 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5195036.500000 Penalty: 5096.835449
	Iteration 11Q: 3 clusters Score -5195036 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -5195242.500000 Penalty: 5096.835449
	Iteration 12Q: 3 clusters Score -5195242 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -5195421.500000 Penalty: 5096.835449
	Iteration 13Q: 3 clusters Score -5195422 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5195549.500000 Penalty: 5096.835449
	Iteration 14Q: 3 clusters Score -5195550 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5195711.500000 Penalty: 5096.835449
	Iteration 15Q: 3 clusters Score -5195712 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5195833.500000 Penalty: 5096.835449
	Iteration 16Q: 3 clusters Score -5195834 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5195953.500000 Penalty: 5096.835449
	Iteration 17Q: 3 clusters Score -5195954 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5196066.000000 Penalty: 5096.835449
	Iteration 18Q: 3 clusters Score -5196066 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5196179.000000 Penalty: 5096.835449
	Iteration 19Q: 3 clusters Score -5196179 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5196271.500000 Penalty: 5096.835449
	Iteration 20F: 3 clusters Score -5196272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5196385.500000 Penalty: 5096.835449
	Iteration 21Q: 3 clusters Score -5196386 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5196466.500000 Penalty: 5096.835449
	Iteration 22Q: 3 clusters Score -5196466 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5196538.500000 Penalty: 5096.835449
	Iteration 23Q: 3 clusters Score -5196538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5196602.500000 Penalty: 5096.835449
	Iteration 24Q: 3 clusters Score -5196602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5196662.500000 Penalty: 5096.835449
	Iteration 25Q: 3 clusters Score -5196662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5196725.000000 Penalty: 5096.835449
	Iteration 26Q: 3 clusters Score -5196725 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5196749.000000 Penalty: 5096.835449
	Iteration 27Q: 3 clusters Score -5196749 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5196774.000000 Penalty: 5096.835449
	Iteration 28Q: 3 clusters Score -5196774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5196813.000000 Penalty: 5096.835449
	Iteration 29Q: 3 clusters Score -5196813 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5196847.000000 Penalty: 5096.835449
	Iteration 30Q: 3 clusters Score -5196847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5196877.500000 Penalty: 5096.835449
	Iteration 31Q: 3 clusters Score -5196878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5196905.500000 Penalty: 5096.835449
	Iteration 32Q: 3 clusters Score -5196906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5196938.500000 Penalty: 5096.835449
	Iteration 33Q: 3 clusters Score -5196938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5196936.000000 Penalty: 5096.835449
	Iteration 34Q: 3 clusters Score -5196936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5196964.500000 Penalty: 5096.835449
	Iteration 35Q: 3 clusters Score -5196964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5196979.500000 Penalty: 5096.835449
	Iteration 36Q: 3 clusters Score -5196980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5197014.500000 Penalty: 5096.835449
	Iteration 37Q: 3 clusters Score -5197014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5197028.500000 Penalty: 5096.835449
	Iteration 38Q: 3 clusters Score -5197028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5197046.000000 Penalty: 5096.835449
	Iteration 39Q: 3 clusters Score -5197046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5197062.500000 Penalty: 5096.835449
	Iteration 40F: 3 clusters Score -5197062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5197080.000000 Penalty: 5096.835449
	Iteration 41Q: 3 clusters Score -5197080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5197093.000000 Penalty: 5096.835449
	Iteration 42Q: 3 clusters Score -5197093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5197110.000000 Penalty: 5096.835449
	Iteration 43Q: 3 clusters Score -5197110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5197128.500000 Penalty: 5096.835449
	Iteration 44Q: 3 clusters Score -5197128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5197127.500000 Penalty: 5096.835449
	Iteration 45Q: 3 clusters Score -5197128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5197140.500000 Penalty: 5096.835449
	Iteration 46Q: 3 clusters Score -5197140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5197140.500000 Penalty: 5096.835449
	Iteration 47Q: 3 clusters Score -5197140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5197145.500000 Penalty: 5096.835449
	Iteration 48Q: 3 clusters Score -5197146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5197158.500000 Penalty: 5096.835449
	Iteration 49Q: 3 clusters Score -5197158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5197166.000000 Penalty: 5096.835449
	Iteration 50Q: 3 clusters Score -5197166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5197161.500000 Penalty: 5096.835449
	Iteration 51Q: 3 clusters Score -5197162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5197169.500000 Penalty: 5096.835449
	Iteration 52Q: 3 clusters Score -5197170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5197180.500000 Penalty: 5096.835449
	Iteration 53Q: 3 clusters Score -5197180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5197190.000000 Penalty: 5096.835449
	Iteration 54Q: 3 clusters Score -5197190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5197191.000000 Penalty: 5096.835449
	Iteration 55Q: 3 clusters Score -5197191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5197202.500000 Penalty: 5096.835449
	Iteration 56Q: 3 clusters Score -5197202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5197209.000000 Penalty: 5096.835449
	Iteration 57Q: 3 clusters Score -5197209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5197215.500000 Penalty: 5096.835449
	Iteration 58Q: 3 clusters Score -5197216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5197227.500000 Penalty: 5096.835449
	Iteration 59Q: 3 clusters Score -5197228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5197229.500000 Penalty: 5096.835449
	Iteration 60F: 3 clusters Score -5197230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5197237.500000 Penalty: 5096.835449
	Iteration 61Q: 3 clusters Score -5197238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5197230.500000 Penalty: 5096.835449
	Iteration 62Q: 3 clusters Score -5197230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5197234.000000 Penalty: 5096.835449
	Iteration 63Q: 3 clusters Score -5197234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5197246.500000 Penalty: 5096.835449
	Iteration 64Q: 3 clusters Score -5197246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5197247.500000 Penalty: 5096.835449
	Iteration 65Q: 3 clusters Score -5197248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5197252.500000 Penalty: 5096.835449
	Iteration 66Q: 3 clusters Score -5197252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5197253.000000 Penalty: 5096.835449
	Iteration 67Q: 3 clusters Score -5197253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5197247.500000 Penalty: 5096.835449
	Iteration 68Q: 3 clusters Score -5197248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5197259.000000 Penalty: 5096.835449
	Iteration 69Q: 3 clusters Score -5197259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5197271.000000 Penalty: 5096.835449
	Iteration 70Q: 3 clusters Score -5197271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5197283.500000 Penalty: 5096.835449
	Iteration 71Q: 3 clusters Score -5197284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5197287.000000 Penalty: 5096.835449
	Iteration 72Q: 3 clusters Score -5197287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5197288.500000 Penalty: 5096.835449
	Iteration 73Q: 3 clusters Score -5197288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5197296.500000 Penalty: 5096.835449
	Iteration 74Q: 3 clusters Score -5197296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5197311.500000 Penalty: 5096.835449
	Iteration 75Q: 3 clusters Score -5197312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5197320.000000 Penalty: 5096.835449
	Iteration 76Q: 3 clusters Score -5197320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5197322.000000 Penalty: 5096.835449
	Iteration 77Q: 3 clusters Score -5197322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5197331.500000 Penalty: 5096.835449
	Iteration 78Q: 3 clusters Score -5197332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5197351.500000 Penalty: 5096.835449
	Iteration 79Q: 3 clusters Score -5197352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5197353.000000 Penalty: 5096.835449
	Iteration 80F: 3 clusters Score -5197353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5197355.500000 Penalty: 5096.835449
	Iteration 81Q: 3 clusters Score -5197356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5197365.500000 Penalty: 5096.835449
	Iteration 82Q: 3 clusters Score -5197366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5197364.500000 Penalty: 5096.835449
	Iteration 83Q: 3 clusters Score -5197364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5197358.000000 Penalty: 5096.835449
	Iteration 84Q: 3 clusters Score -5197358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5197361.500000 Penalty: 5096.835449
	Iteration 85Q: 3 clusters Score -5197362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5197352.500000 Penalty: 5096.835449
	Iteration 86Q: 3 clusters Score -5197352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5197360.000000 Penalty: 5096.835449
	Iteration 87Q: 3 clusters Score -5197360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5197353.500000 Penalty: 5096.835449
	Iteration 88Q: 3 clusters Score -5197354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5197360.500000 Penalty: 5096.835449
	Iteration 89Q: 3 clusters Score -5197360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5197363.000000 Penalty: 5096.835449
	Iteration 90Q: 3 clusters Score -5197363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5197366.500000 Penalty: 5096.835449
	Iteration 91Q: 3 clusters Score -5197366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5197375.000000 Penalty: 5096.835449
	Iteration 92Q: 3 clusters Score -5197375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5197376.000000 Penalty: 5096.835449
	Iteration 93Q: 3 clusters Score -5197376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5197372.000000 Penalty: 5096.835449
	Iteration 94Q: 3 clusters Score -5197372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5197373.500000 Penalty: 5096.835449
	Iteration 95Q: 3 clusters Score -5197374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5197375.000000 Penalty: 5096.835449
	Iteration 96Q: 3 clusters Score -5197375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5197377.000000 Penalty: 5096.835449
	Iteration 97Q: 3 clusters Score -5197377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5197378.000000 Penalty: 5096.835449
	Iteration 98Q: 3 clusters Score -5197378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5197378.000000 Penalty: 5096.835449
	Iteration 99F: 3 clusters Score -5197378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Entering Unmasked Estep 
Score: -6245250.000000 Penalty: 2590.928711
	Iteration 0F: 2 clusters Score -6245250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -6222606.000000 Penalty: 5181.857422
	Iteration 0F: 3 clusters Score -6222606 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6231360.500000 Penalty: 5181.857422
	Iteration 1F: 3 clusters Score -6231360 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6232145.500000 Penalty: 5181.857422
	Iteration 2F: 3 clusters Score -6232146 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6232998.500000 Penalty: 5181.857422
	Iteration 3F: 3 clusters Score -6232998 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -6234188.500000 Penalty: 5181.857422
	Iteration 4F: 3 clusters Score -6234188 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -6235699.500000 Penalty: 5181.857422
	Iteration 5F: 3 clusters Score -6235700 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -6237691.000000 Penalty: 5181.857422
	Iteration 6F: 3 clusters Score -6237691 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -6239964.000000 Penalty: 5181.857422
	Iteration 7F: 3 clusters Score -6239964 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6241761.000000 Penalty: 5181.857422
	Iteration 8F: 3 clusters Score -6241761 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6242730.500000 Penalty: 5181.857422
	Iteration 9Q: 3 clusters Score -6242730 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6243082.500000 Penalty: 5181.857422
	Iteration 10Q: 3 clusters Score -6243082 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6243303.500000 Penalty: 5181.857422
	Iteration 11Q: 3 clusters Score -6243304 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6243463.500000 Penalty: 5181.857422
	Iteration 12Q: 3 clusters Score -6243464 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6243558.500000 Penalty: 5181.857422
	Iteration 13Q: 3 clusters Score -6243558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6243622.000000 Penalty: 5181.857422
	Iteration 14Q: 3 clusters Score -6243622 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6243664.000000 Penalty: 5181.857422
	Iteration 15Q: 3 clusters Score -6243664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -6243688.000000 Penalty: 5181.857422
	Iteration 16Q: 3 clusters Score -6243688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6243714.500000 Penalty: 5181.857422
	Iteration 17Q: 3 clusters Score -6243714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -6243705.000000 Penalty: 5181.857422
	Iteration 18Q: 3 clusters Score -6243705 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6243731.000000 Penalty: 5181.857422
	Iteration 19Q: 3 clusters Score -6243731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6243750.000000 Penalty: 5181.857422
	Iteration 20F: 3 clusters Score -6243750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6243778.500000 Penalty: 5181.857422
	Iteration 21Q: 3 clusters Score -6243778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -6243769.500000 Penalty: 5181.857422
	Iteration 22Q: 3 clusters Score -6243770 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6243766.500000 Penalty: 5181.857422
	Iteration 23Q: 3 clusters Score -6243766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -6243776.500000 Penalty: 5181.857422
	Iteration 24Q: 3 clusters Score -6243776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -6243804.500000 Penalty: 5181.857422
	Iteration 25Q: 3 clusters Score -6243804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6243804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6243813.500000 Penalty: 5181.857422
	Iteration 27Q: 3 clusters Score -6243814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -6243812.000000 Penalty: 5181.857422
	Iteration 28Q: 3 clusters Score -6243812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6243831.000000 Penalty: 5181.857422
	Iteration 29Q: 3 clusters Score -6243831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6243834.000000 Penalty: 5181.857422
	Iteration 30Q: 3 clusters Score -6243834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6243831.500000 Penalty: 5181.857422
	Iteration 31Q: 3 clusters Score -6243832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6243844.500000 Penalty: 5181.857422
	Iteration 32Q: 3 clusters Score -6243844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -6243839.000000 Penalty: 5181.857422
	Iteration 33Q: 3 clusters Score -6243839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6243851.500000 Penalty: 5181.857422
	Iteration 34Q: 3 clusters Score -6243852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6243860.000000 Penalty: 5181.857422
	Iteration 35Q: 3 clusters Score -6243860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -6243863.500000 Penalty: 5181.857422
	Iteration 36Q: 3 clusters Score -6243864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -6243881.000000 Penalty: 5181.857422
	Iteration 37Q: 3 clusters Score -6243881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6243887.500000 Penalty: 5181.857422
	Iteration 38Q: 3 clusters Score -6243888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6243899.500000 Penalty: 5181.857422
	Iteration 39Q: 3 clusters Score -6243900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6243905.500000 Penalty: 5181.857422
	Iteration 40F: 3 clusters Score -6243906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6243917.500000 Penalty: 5181.857422
	Iteration 41Q: 3 clusters Score -6243918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -6243931.000000 Penalty: 5181.857422
	Iteration 42Q: 3 clusters Score -6243931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -6243940.000000 Penalty: 5181.857422
	Iteration 43Q: 3 clusters Score -6243940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6243932.500000 Penalty: 5181.857422
	Iteration 44Q: 3 clusters Score -6243932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6243953.000000 Penalty: 5181.857422
	Iteration 45Q: 3 clusters Score -6243953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6243948.500000 Penalty: 5181.857422
	Iteration 46Q: 3 clusters Score -6243948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -6243962.500000 Penalty: 5181.857422
	Iteration 47Q: 3 clusters Score -6243962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -6243949.500000 Penalty: 5181.857422
	Iteration 48Q: 3 clusters Score -6243950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6243961.000000 Penalty: 5181.857422
	Iteration 49Q: 3 clusters Score -6243961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -6243971.500000 Penalty: 5181.857422
	Iteration 50Q: 3 clusters Score -6243972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6243962.500000 Penalty: 5181.857422
	Iteration 51Q: 3 clusters Score -6243962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6243967.500000 Penalty: 5181.857422
	Iteration 52Q: 3 clusters Score -6243968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -6243970.500000 Penalty: 5181.857422
	Iteration 53Q: 3 clusters Score -6243970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6243968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6243968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6243957.000000 Penalty: 5181.857422
	Iteration 56Q: 3 clusters Score -6243957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -6243957.500000 Penalty: 5181.857422
	Iteration 57Q: 3 clusters Score -6243958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6243964.000000 Penalty: 5181.857422
	Iteration 58Q: 3 clusters Score -6243964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6243969.500000 Penalty: 5181.857422
	Iteration 59Q: 3 clusters Score -6243970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6243967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -6243960.500000 Penalty: 5181.857422
	Iteration 61Q: 3 clusters Score -6243960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6243950.000000 Penalty: 5181.857422
	Iteration 62Q: 3 clusters Score -6243950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -6243958.000000 Penalty: 5181.857422
	Iteration 63Q: 3 clusters Score -6243958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -6243962.500000 Penalty: 5181.857422
	Iteration 64Q: 3 clusters Score -6243962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -6243959.500000 Penalty: 5181.857422
	Iteration 65Q: 3 clusters Score -6243960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -6243958.500000 Penalty: 5181.857422
	Iteration 66Q: 3 clusters Score -6243958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -6243961.500000 Penalty: 5181.857422
	Iteration 67Q: 3 clusters Score -6243962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6243967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -6243965.500000 Penalty: 5181.857422
	Iteration 69Q: 3 clusters Score -6243966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6243975.500000 Penalty: 5181.857422
	Iteration 70Q: 3 clusters Score -6243976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -6243963.000000 Penalty: 5181.857422
	Iteration 71Q: 3 clusters Score -6243963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -6243981.500000 Penalty: 5181.857422
	Iteration 72Q: 3 clusters Score -6243982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6243969.500000 Penalty: 5181.857422
	Iteration 73Q: 3 clusters Score -6243970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6243971.500000 Penalty: 5181.857422
	Iteration 74Q: 3 clusters Score -6243972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -6243977.500000 Penalty: 5181.857422
	Iteration 75Q: 3 clusters Score -6243978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6243963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6243966.500000 Penalty: 5181.857422
	Iteration 77Q: 3 clusters Score -6243966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -6243983.000000 Penalty: 5181.857422
	Iteration 78Q: 3 clusters Score -6243983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6243978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -6243972.500000 Penalty: 5181.857422
	Iteration 80F: 3 clusters Score -6243972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6243974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6243964.500000 Penalty: 5181.857422
	Iteration 82Q: 3 clusters Score -6243964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6243970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6243968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6243965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6243973.500000 Penalty: 5181.857422
	Iteration 86Q: 3 clusters Score -6243974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6243976.500000 Penalty: 5181.857422
	Iteration 87Q: 3 clusters Score -6243976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6243971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6243971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6243970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -6243977.500000 Penalty: 5181.857422
	Iteration 91Q: 3 clusters Score -6243978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6243983.000000 Penalty: 5181.857422
	Iteration 92Q: 3 clusters Score -6243983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6243990.000000 Penalty: 5181.857422
	Iteration 93Q: 3 clusters Score -6243990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -6243986.500000 Penalty: 5181.857422
	Iteration 94Q: 3 clusters Score -6243986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6243989.000000 Penalty: 5181.857422
	Iteration 95Q: 3 clusters Score -6243989 nChanged 14
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Mstep: Class 1 contains 4255 members 
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	Iteration 96Q: 3 clusters Score -6243986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -6243979.000000 Penalty: 5181.857422
	Iteration 97Q: 3 clusters Score -6243979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6243974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6243981.500000 Penalty: 5181.857422
	Iteration 99Q: 3 clusters Score -6243982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6243980.000000 Penalty: 5181.857422
	Iteration 100F: 3 clusters Score -6243980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6243983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6243990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -6243986.500000 Penalty: 5181.857422
	Iteration 103Q: 3 clusters Score -6243986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -6243988.000000 Penalty: 5181.857422
	Iteration 104Q: 3 clusters Score -6243988 nChanged 14
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 30365 members 
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	Iteration 105Q: 3 clusters Score -6243990 nChanged 6
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Mstep: Class 1 contains 4080 members 
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Entering Unmasked Estep 
Score: -6243991.500000 Penalty: 5181.857422
	Iteration 106Q: 3 clusters Score -6243992 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -6243995.000000 Penalty: 5181.857422
	Iteration 107Q: 3 clusters Score -6243995 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
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	Iteration 108Q: 3 clusters Score -6243988 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
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	Iteration 109Q: 3 clusters Score -6244000 nChanged 9
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Mstep: Class 1 contains 4051 members 
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	Iteration 110Q: 3 clusters Score -6244002 nChanged 6
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Mstep: Class 1 contains 4045 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6244004 nChanged 4
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Mstep: Class 1 contains 4041 members 
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	Iteration 112Q: 3 clusters Score -6243999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6244000 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4032 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6243997 nChanged 3
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Mstep: Class 1 contains 4029 members 
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Entering Unmasked Estep 
Score: -6244001.500000 Penalty: 5181.857422
	Iteration 115Q: 3 clusters Score -6244002 nChanged 4
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Mstep: Class 1 contains 4025 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6244002 nChanged 3
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Mstep: Class 1 contains 4022 members 
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	Iteration 117Q: 3 clusters Score -6243991 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6243993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -6243996.000000 Penalty: 5181.857422
	Iteration 119Q: 3 clusters Score -6243996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6243996.500000 Penalty: 5181.857422
	Iteration 120F: 3 clusters Score -6243996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6243986.000000 Penalty: 5181.857422
	Iteration 121Q: 3 clusters Score -6243986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -6243990.000000 Penalty: 5181.857422
	Iteration 122Q: 3 clusters Score -6243990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -6243992.000000 Penalty: 5181.857422
	Iteration 123Q: 3 clusters Score -6243992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6243992.500000 Penalty: 5181.857422
	Iteration 124Q: 3 clusters Score -6243992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -6243989.000000 Penalty: 5181.857422
	Iteration 125Q: 3 clusters Score -6243989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -6243989.000000 Penalty: 5181.857422
	Iteration 126F: 3 clusters Score -6243989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -707830.812500 Penalty: 2084.475586
	Iteration 0F: 2 clusters Score -707830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -703667.375000 Penalty: 4168.951172
	Iteration 0F: 3 clusters Score -703667.4 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -705026.625000 Penalty: 4168.951172
	Iteration 1F: 3 clusters Score -705026.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -705687.312500 Penalty: 4168.951172
	Iteration 2F: 3 clusters Score -705687.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -706152.687500 Penalty: 4168.951172
	Iteration 3F: 3 clusters Score -706152.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -706446.937500 Penalty: 4168.951172
	Iteration 4F: 3 clusters Score -706446.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -706649.750000 Penalty: 4168.951172
	Iteration 5Q: 3 clusters Score -706649.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -706791.000000 Penalty: 4168.951172
	Iteration 6Q: 3 clusters Score -706791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -706885.000000 Penalty: 4168.951172
	Iteration 7Q: 3 clusters Score -706885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -706939.000000 Penalty: 4168.951172
	Iteration 8Q: 3 clusters Score -706939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -706979.062500 Penalty: 4168.951172
	Iteration 9Q: 3 clusters Score -706979.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -707004.625000 Penalty: 4168.951172
	Iteration 10Q: 3 clusters Score -707004.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -707020.375000 Penalty: 4168.951172
	Iteration 11Q: 3 clusters Score -707020.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -707031.812500 Penalty: 4168.951172
	Iteration 12Q: 3 clusters Score -707031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -707044.500000 Penalty: 4168.951172
	Iteration 13Q: 3 clusters Score -707044.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -707049.000000 Penalty: 4168.951172
	Iteration 14Q: 3 clusters Score -707049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -707055.437500 Penalty: 4168.951172
	Iteration 15Q: 3 clusters Score -707055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -707060.125000 Penalty: 4168.951172
	Iteration 16Q: 3 clusters Score -707060.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -707061.937500 Penalty: 4168.951172
	Iteration 17Q: 3 clusters Score -707061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -707065.687500 Penalty: 4168.951172
	Iteration 18Q: 3 clusters Score -707065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -707067.437500 Penalty: 4168.951172
	Iteration 19Q: 3 clusters Score -707067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -707070.687500 Penalty: 4168.951172
	Iteration 20F: 3 clusters Score -707070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -707071.875000 Penalty: 4168.951172
	Iteration 21Q: 3 clusters Score -707071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -707072.687500 Penalty: 4168.951172
	Iteration 22Q: 3 clusters Score -707072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -707072.625000 Penalty: 4168.951172
	Iteration 23Q: 3 clusters Score -707072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -707073.250000 Penalty: 4168.951172
	Iteration 24Q: 3 clusters Score -707073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -707072.312500 Penalty: 4168.951172
	Iteration 25Q: 3 clusters Score -707072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -707074.750000 Penalty: 4168.951172
	Iteration 26Q: 3 clusters Score -707074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -707074.687500 Penalty: 4168.951172
	Iteration 27Q: 3 clusters Score -707074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -707078.125000 Penalty: 4168.951172
	Iteration 28Q: 3 clusters Score -707078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -707078.937500 Penalty: 4168.951172
	Iteration 29Q: 3 clusters Score -707078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -707078.062500 Penalty: 4168.951172
	Iteration 30Q: 3 clusters Score -707078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -707079.312500 Penalty: 4168.951172
	Iteration 31Q: 3 clusters Score -707079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -707079.500000 Penalty: 4168.951172
	Iteration 32Q: 3 clusters Score -707079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -707079.000000 Penalty: 4168.951172
	Iteration 33Q: 3 clusters Score -707079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -707079.000000 Penalty: 4168.951172
	Iteration 34F: 3 clusters Score -707079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Entering Unmasked Estep 
Score: -6151893.500000 Penalty: 2598.702637
	Iteration 0F: 2 clusters Score -6151894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -6127904.500000 Penalty: 5197.405273
	Iteration 0F: 3 clusters Score -6127904 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6136968.000000 Penalty: 5197.405273
	Iteration 1F: 3 clusters Score -6136968 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6137808.500000 Penalty: 5197.405273
	Iteration 2F: 3 clusters Score -6137808 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -6138709.500000 Penalty: 5197.405273
	Iteration 3F: 3 clusters Score -6138710 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -6139542.500000 Penalty: 5197.405273
	Iteration 4F: 3 clusters Score -6139542 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6140429.500000 Penalty: 5197.405273
	Iteration 5F: 3 clusters Score -6140430 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -6141467.000000 Penalty: 5197.405273
	Iteration 6F: 3 clusters Score -6141467 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6142762.500000 Penalty: 5197.405273
	Iteration 7F: 3 clusters Score -6142762 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -6144306.500000 Penalty: 5197.405273
	Iteration 8F: 3 clusters Score -6144306 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6145934.000000 Penalty: 5197.405273
	Iteration 9F: 3 clusters Score -6145934 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -6147326.500000 Penalty: 5197.405273
	Iteration 10Q: 3 clusters Score -6147326 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -6148358.500000 Penalty: 5197.405273
	Iteration 11Q: 3 clusters Score -6148358 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6149032.500000 Penalty: 5197.405273
	Iteration 12Q: 3 clusters Score -6149032 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -6149427.500000 Penalty: 5197.405273
	Iteration 13Q: 3 clusters Score -6149428 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6149658.500000 Penalty: 5197.405273
	Iteration 14Q: 3 clusters Score -6149658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6149806.500000 Penalty: 5197.405273
	Iteration 15Q: 3 clusters Score -6149806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6149909.500000 Penalty: 5197.405273
	Iteration 16Q: 3 clusters Score -6149910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6149952.500000 Penalty: 5197.405273
	Iteration 17Q: 3 clusters Score -6149952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6150018.500000 Penalty: 5197.405273
	Iteration 18Q: 3 clusters Score -6150018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6150034.500000 Penalty: 5197.405273
	Iteration 19Q: 3 clusters Score -6150034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -6150053.000000 Penalty: 5197.405273
	Iteration 20F: 3 clusters Score -6150053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6150057.500000 Penalty: 5197.405273
	Iteration 21Q: 3 clusters Score -6150058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -6150066.000000 Penalty: 5197.405273
	Iteration 22Q: 3 clusters Score -6150066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -6150077.000000 Penalty: 5197.405273
	Iteration 23Q: 3 clusters Score -6150077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6150082.500000 Penalty: 5197.405273
	Iteration 24Q: 3 clusters Score -6150082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6150083.500000 Penalty: 5197.405273
	Iteration 25Q: 3 clusters Score -6150084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6150084.500000 Penalty: 5197.405273
	Iteration 26Q: 3 clusters Score -6150084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6150085.000000 Penalty: 5197.405273
	Iteration 27Q: 3 clusters Score -6150085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -6150080.000000 Penalty: 5197.405273
	Iteration 28Q: 3 clusters Score -6150080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -6150083.500000 Penalty: 5197.405273
	Iteration 29Q: 3 clusters Score -6150084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6150087.500000 Penalty: 5197.405273
	Iteration 30Q: 3 clusters Score -6150088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6150087.500000 Penalty: 5197.405273
	Iteration 31F: 3 clusters Score -6150088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Entering Unmasked Estep 
Score: -5469371.500000 Penalty: 2559.839844
	Iteration 0F: 2 clusters Score -5469372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5448653.000000 Penalty: 5119.679688
	Iteration 0F: 3 clusters Score -5448653 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -5456487.500000 Penalty: 5119.679688
	Iteration 1F: 3 clusters Score -5456488 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5457450.500000 Penalty: 5119.679688
	Iteration 2F: 3 clusters Score -5457450 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5458781.500000 Penalty: 5119.679688
	Iteration 3F: 3 clusters Score -5458782 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5460095.000000 Penalty: 5119.679688
	Iteration 4F: 3 clusters Score -5460095 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5461330.500000 Penalty: 5119.679688
	Iteration 5F: 3 clusters Score -5461330 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5462494.500000 Penalty: 5119.679688
	Iteration 6F: 3 clusters Score -5462494 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5463546.000000 Penalty: 5119.679688
	Iteration 7Q: 3 clusters Score -5463546 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5464564.000000 Penalty: 5119.679688
	Iteration 8Q: 3 clusters Score -5464564 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5465587.000000 Penalty: 5119.679688
	Iteration 9Q: 3 clusters Score -5465587 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5466495.500000 Penalty: 5119.679688
	Iteration 10Q: 3 clusters Score -5466496 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5467104.000000 Penalty: 5119.679688
	Iteration 11Q: 3 clusters Score -5467104 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5467516.000000 Penalty: 5119.679688
	Iteration 12Q: 3 clusters Score -5467516 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -5467831.000000 Penalty: 5119.679688
	Iteration 13Q: 3 clusters Score -5467831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5468001.500000 Penalty: 5119.679688
	Iteration 14Q: 3 clusters Score -5468002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -5468105.500000 Penalty: 5119.679688
	Iteration 15Q: 3 clusters Score -5468106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5468192.500000 Penalty: 5119.679688
	Iteration 16Q: 3 clusters Score -5468192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5468293.000000 Penalty: 5119.679688
	Iteration 17Q: 3 clusters Score -5468293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5468376.000000 Penalty: 5119.679688
	Iteration 18Q: 3 clusters Score -5468376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5468441.500000 Penalty: 5119.679688
	Iteration 19Q: 3 clusters Score -5468442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5468501.000000 Penalty: 5119.679688
	Iteration 20F: 3 clusters Score -5468501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5468531.500000 Penalty: 5119.679688
	Iteration 21Q: 3 clusters Score -5468532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5468556.500000 Penalty: 5119.679688
	Iteration 22Q: 3 clusters Score -5468556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -5468575.000000 Penalty: 5119.679688
	Iteration 23Q: 3 clusters Score -5468575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5468584.500000 Penalty: 5119.679688
	Iteration 24Q: 3 clusters Score -5468584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5468585.500000 Penalty: 5119.679688
	Iteration 25Q: 3 clusters Score -5468586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5468595.500000 Penalty: 5119.679688
	Iteration 26Q: 3 clusters Score -5468596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5468596.500000 Penalty: 5119.679688
	Iteration 27Q: 3 clusters Score -5468596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5468596.500000 Penalty: 5119.679688
	Iteration 28F: 3 clusters Score -5468596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -533897.062500 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -533897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -530500.937500 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -530500.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -531297.375000 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -531297.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -531582.875000 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -531582.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -531828.375000 Penalty: 3995.358154
	Iteration 3F: 3 clusters Score -531828.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -532007.250000 Penalty: 3995.358154
	Iteration 4F: 3 clusters Score -532007.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -532160.812500 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -532160.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -532287.687500 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -532287.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -532395.125000 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -532395.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -532492.625000 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -532492.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -532601.437500 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -532601.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -532721.937500 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -532721.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -532868.812500 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -532868.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -533060.250000 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -533060.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -533315.250000 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -533315.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -533599.625000 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -533599.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -533746.187500 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -533746.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -533814.625000 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -533814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -533828.437500 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -533828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -533835.375000 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -533835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -533838.125000 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -533838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -533839.125000 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -533839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -533841.625000 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -533841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -533841.625000 Penalty: 3995.358154
	Iteration 22F: 3 clusters Score -533841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -87117.640625 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -87117.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85546.703125 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -85546.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85763.500000 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -85763.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85853.328125 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -85853.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85900.484375 Penalty: 3129.719482
	Iteration 3Q: 3 clusters Score -85900.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85946.718750 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -85946.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85992.328125 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -85992.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86083.085938 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -86083.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86212.734375 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -86212.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86247.148438 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -86247.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86280.531250 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -86280.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86321.343750 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -86321.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -86398.125000 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -86398.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -86540.351562 Penalty: 3129.719482
	Iteration 12Q: 3 clusters Score -86540.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86578.460938 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -86578.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86605.750000 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -86605.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -86618.109375 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -86618.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -86636.484375 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -86636.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -86636.484375 Penalty: 3129.719482
	Iteration 17F: 3 clusters Score -86636.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -136856.468750 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -136856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135055.796875 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -135055.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135370.031250 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -135370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135496.406250 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -135496.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135563.609375 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -135563.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -135641.140625 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -135641.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -135722.375000 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -135722.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -135827.781250 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -135827.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -135920.140625 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -135920.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -135956.906250 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -135956.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135992.812500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -135992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136008.703125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -136008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -136021.421875 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -136021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136031.203125 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -136031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -136045.703125 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -136045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -136052.953125 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -136053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136055.250000 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -136055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136055.250000 Penalty: 3329.023193
	Iteration 16F: 3 clusters Score -136055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -27307.156250 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27307.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26363.355469 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26363.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26655.791016 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26655.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26822.937500 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -26822.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26878.351562 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -26878.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26904.201172 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -26904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26943.406250 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -26943.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26949.007812 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -26949.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26958.970703 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -26958.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -26974.964844 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -26974.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -26976.880859 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -26976.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -26978.109375 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -26978.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -26978.347656 Penalty: 2820.739746
	Iteration 11F: 3 clusters Score -26978.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26981.925781 Penalty: 2820.739746
	Iteration 12Q: 3 clusters Score -26981.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26981.925781 Penalty: 2820.739746
	Iteration 13F: 3 clusters Score -26981.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -319474.843750 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -319474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -316900.218750 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -316900.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -317606.468750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -317606.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -317932.062500 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -317932.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -318214.125000 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -318214.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -318462.937500 Penalty: 3776.943359
	Iteration 4F: 3 clusters Score -318462.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -318599.843750 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -318599.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -318661.875000 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -318661.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -318701.031250 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -318701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -318721.562500 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -318721.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -318735.250000 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -318735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -318742.968750 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -318743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -318748.000000 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -318748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -318752.531250 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -318752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -318754.781250 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -318754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -318755.968750 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -318756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -318755.968750 Penalty: 3776.943359
	Iteration 15F: 3 clusters Score -318756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1746435.500000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1746436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1738704.250000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1738704 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1741080.375000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1741080 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1741419.000000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1741419 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1741661.125000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1741661 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1741827.125000 Penalty: 4572.379395
	Iteration 4Q: 3 clusters Score -1741827 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1741961.000000 Penalty: 4572.379395
	Iteration 5Q: 3 clusters Score -1741961 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1742079.375000 Penalty: 4572.379395
	Iteration 6Q: 3 clusters Score -1742079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1742175.125000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1742175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1742267.750000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1742268 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1742346.500000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1742346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1742413.875000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1742414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1742474.000000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1742474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1742532.625000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1742533 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1742582.750000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1742583 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1742632.000000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1742632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1742677.875000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1742678 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1742732.875000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1742733 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1742784.125000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1742784 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1742863.000000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1742863 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1742933.625000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1742934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1743007.875000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1743008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1743083.875000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1743084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1743169.375000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1743169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1743248.875000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1743249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1743327.250000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1743327 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1743413.375000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1743413 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1743507.250000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1743507 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1743603.125000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1743603 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1743691.250000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1743691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1743773.125000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1743773 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1743842.750000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1743843 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1743925.750000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1743926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1744015.625000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1744016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1744087.000000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1744087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1744133.875000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1744134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1744175.875000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1744176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1744204.375000 Penalty: 4572.379395
	Iteration 36Q: 3 clusters Score -1744204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1744231.750000 Penalty: 4572.379395
	Iteration 37Q: 3 clusters Score -1744232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1744252.000000 Penalty: 4572.379395
	Iteration 38Q: 3 clusters Score -1744252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1744265.500000 Penalty: 4572.379395
	Iteration 39Q: 3 clusters Score -1744266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1744293.000000 Penalty: 4572.379395
	Iteration 40F: 3 clusters Score -1744293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1744310.625000 Penalty: 4572.379395
	Iteration 41Q: 3 clusters Score -1744311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1744329.875000 Penalty: 4572.379395
	Iteration 42Q: 3 clusters Score -1744330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1744347.000000 Penalty: 4572.379395
	Iteration 43Q: 3 clusters Score -1744347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1744362.375000 Penalty: 4572.379395
	Iteration 44Q: 3 clusters Score -1744362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1744375.125000 Penalty: 4572.379395
	Iteration 45Q: 3 clusters Score -1744375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1744378.250000 Penalty: 4572.379395
	Iteration 46Q: 3 clusters Score -1744378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1744386.500000 Penalty: 4572.379395
	Iteration 47Q: 3 clusters Score -1744386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1744394.625000 Penalty: 4572.379395
	Iteration 48Q: 3 clusters Score -1744395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1744400.625000 Penalty: 4572.379395
	Iteration 49Q: 3 clusters Score -1744401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1744408.875000 Penalty: 4572.379395
	Iteration 50Q: 3 clusters Score -1744409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1744413.750000 Penalty: 4572.379395
	Iteration 51Q: 3 clusters Score -1744414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1744419.000000 Penalty: 4572.379395
	Iteration 52Q: 3 clusters Score -1744419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1744425.250000 Penalty: 4572.379395
	Iteration 53Q: 3 clusters Score -1744425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1744426.625000 Penalty: 4572.379395
	Iteration 54Q: 3 clusters Score -1744427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1744438.375000 Penalty: 4572.379395
	Iteration 55Q: 3 clusters Score -1744438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1744442.750000 Penalty: 4572.379395
	Iteration 56Q: 3 clusters Score -1744443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1744446.875000 Penalty: 4572.379395
	Iteration 57Q: 3 clusters Score -1744447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1744448.500000 Penalty: 4572.379395
	Iteration 58Q: 3 clusters Score -1744448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1744455.500000 Penalty: 4572.379395
	Iteration 59Q: 3 clusters Score -1744456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1744454.375000 Penalty: 4572.379395
	Iteration 60F: 3 clusters Score -1744454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1744458.875000 Penalty: 4572.379395
	Iteration 61Q: 3 clusters Score -1744459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1744462.750000 Penalty: 4572.379395
	Iteration 62Q: 3 clusters Score -1744463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1744465.375000 Penalty: 4572.379395
	Iteration 63Q: 3 clusters Score -1744465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1744468.000000 Penalty: 4572.379395
	Iteration 64Q: 3 clusters Score -1744468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1744477.625000 Penalty: 4572.379395
	Iteration 65Q: 3 clusters Score -1744478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1744476.125000 Penalty: 4572.379395
	Iteration 66Q: 3 clusters Score -1744476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1744481.500000 Penalty: 4572.379395
	Iteration 67Q: 3 clusters Score -1744482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1744482.875000 Penalty: 4572.379395
	Iteration 68Q: 3 clusters Score -1744483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1744488.000000 Penalty: 4572.379395
	Iteration 69Q: 3 clusters Score -1744488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1744495.750000 Penalty: 4572.379395
	Iteration 70Q: 3 clusters Score -1744496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1744497.375000 Penalty: 4572.379395
	Iteration 71Q: 3 clusters Score -1744497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1744499.250000 Penalty: 4572.379395
	Iteration 72Q: 3 clusters Score -1744499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1744498.625000 Penalty: 4572.379395
	Iteration 73Q: 3 clusters Score -1744499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1744503.875000 Penalty: 4572.379395
	Iteration 74Q: 3 clusters Score -1744504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1744503.000000 Penalty: 4572.379395
	Iteration 75Q: 3 clusters Score -1744503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1744507.625000 Penalty: 4572.379395
	Iteration 76Q: 3 clusters Score -1744508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1744509.375000 Penalty: 4572.379395
	Iteration 77Q: 3 clusters Score -1744509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1744515.250000 Penalty: 4572.379395
	Iteration 78Q: 3 clusters Score -1744515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1744516.375000 Penalty: 4572.379395
	Iteration 79Q: 3 clusters Score -1744516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1744521.125000 Penalty: 4572.379395
	Iteration 80F: 3 clusters Score -1744521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1744525.250000 Penalty: 4572.379395
	Iteration 81Q: 3 clusters Score -1744525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1744525.125000 Penalty: 4572.379395
	Iteration 82Q: 3 clusters Score -1744525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1744525.875000 Penalty: 4572.379395
	Iteration 83Q: 3 clusters Score -1744526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1744525.875000 Penalty: 4572.379395
	Iteration 84F: 3 clusters Score -1744526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -577301.437500 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -577301.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -573750.500000 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -573750.5 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -575010.687500 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -575010.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -575630.375000 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -575630.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -576025.062500 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -576025.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -576254.000000 Penalty: 4057.161377
	Iteration 4F: 3 clusters Score -576254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -576392.250000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -576392.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576574.375000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -576574.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576781.187500 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -576781.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -576941.437500 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -576941.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -577031.312500 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -577031.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -577088.875000 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -577088.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -577117.500000 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -577117.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -577136.312500 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -577136.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577155.187500 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -577155.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -577170.750000 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -577170.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -577185.750000 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -577185.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -577202.125000 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -577202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -577213.125000 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -577213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -577228.375000 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -577228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -577241.875000 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -577241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -577251.437500 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -577251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -577257.187500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -577257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -577260.812500 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -577260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -577264.187500 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -577264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -577275.250000 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -577275.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -577301.750000 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -577301.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -577349.875000 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -577349.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -577381.250000 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -577381.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -577394.625000 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -577394.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -577405.562500 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -577405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -577410.812500 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -577410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -577416.312500 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -577416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -577422.250000 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -577422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -577425.562500 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -577425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -577427.687500 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -577427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -577429.125000 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -577429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -577429.937500 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -577429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -577429.937500 Penalty: 4057.161377
	Iteration 37F: 3 clusters Score -577429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 2296 members 
Entering Unmasked Estep 
Score: -117282432.000000 Penalty: 203298.921875
Splitting cluster 32 changes total score from -117283784.000000 to -117282432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -654745.375000 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -654745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -650994.875000 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -650994.9 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -651886.562500 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -651886.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -652297.500000 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -652297.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -652821.375000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -652821.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -653337.875000 Penalty: 4078.786133
	Iteration 4F: 3 clusters Score -653337.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -653745.750000 Penalty: 4078.786133
	Iteration 5F: 3 clusters Score -653745.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -653945.562500 Penalty: 4078.786133
	Iteration 6F: 3 clusters Score -653945.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -654061.437500 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -654061.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -654118.375000 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -654118.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -654137.062500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -654137.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -654147.062500 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -654147.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -654150.125000 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -654150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -654153.937500 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -654153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -654156.437500 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -654156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -654160.750000 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -654160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -654160.750000 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -654160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -654160.750000 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -654160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -654161.500000 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -654161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -654163.000000 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -654163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -654163.000000 Penalty: 4078.786133
	Iteration 19F: 3 clusters Score -654163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Entering Unmasked Estep 
Score: -1386781.125000 Penalty: 2227.613037
	Iteration 0F: 2 clusters Score -1386781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1380522.750000 Penalty: 4455.226074
	Iteration 0F: 3 clusters Score -1380523 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1382609.625000 Penalty: 4455.226074
	Iteration 1F: 3 clusters Score -1382610 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1383259.500000 Penalty: 4455.226074
	Iteration 2F: 3 clusters Score -1383260 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1383816.000000 Penalty: 4455.226074
	Iteration 3F: 3 clusters Score -1383816 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1384232.125000 Penalty: 4455.226074
	Iteration 4F: 3 clusters Score -1384232 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1384495.000000 Penalty: 4455.226074
	Iteration 5F: 3 clusters Score -1384495 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1384673.000000 Penalty: 4455.226074
	Iteration 6Q: 3 clusters Score -1384673 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1384795.125000 Penalty: 4455.226074
	Iteration 7Q: 3 clusters Score -1384795 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1384882.125000 Penalty: 4455.226074
	Iteration 8Q: 3 clusters Score -1384882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1384968.000000 Penalty: 4455.226074
	Iteration 9Q: 3 clusters Score -1384968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1385031.750000 Penalty: 4455.226074
	Iteration 10Q: 3 clusters Score -1385032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1385078.875000 Penalty: 4455.226074
	Iteration 11Q: 3 clusters Score -1385079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1385116.375000 Penalty: 4455.226074
	Iteration 12Q: 3 clusters Score -1385116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1385140.750000 Penalty: 4455.226074
	Iteration 13Q: 3 clusters Score -1385141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1385155.750000 Penalty: 4455.226074
	Iteration 14Q: 3 clusters Score -1385156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1385168.000000 Penalty: 4455.226074
	Iteration 15Q: 3 clusters Score -1385168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1385179.000000 Penalty: 4455.226074
	Iteration 16Q: 3 clusters Score -1385179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1385186.250000 Penalty: 4455.226074
	Iteration 17Q: 3 clusters Score -1385186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1385195.375000 Penalty: 4455.226074
	Iteration 18Q: 3 clusters Score -1385195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1385204.500000 Penalty: 4455.226074
	Iteration 19Q: 3 clusters Score -1385204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1385218.875000 Penalty: 4455.226074
	Iteration 20F: 3 clusters Score -1385219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1385225.250000 Penalty: 4455.226074
	Iteration 21Q: 3 clusters Score -1385225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1385232.875000 Penalty: 4455.226074
	Iteration 22Q: 3 clusters Score -1385233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1385235.500000 Penalty: 4455.226074
	Iteration 23Q: 3 clusters Score -1385236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1385244.250000 Penalty: 4455.226074
	Iteration 24Q: 3 clusters Score -1385244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1385247.500000 Penalty: 4455.226074
	Iteration 25Q: 3 clusters Score -1385248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1385251.125000 Penalty: 4455.226074
	Iteration 26Q: 3 clusters Score -1385251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1385252.375000 Penalty: 4455.226074
	Iteration 27Q: 3 clusters Score -1385252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1385256.250000 Penalty: 4455.226074
	Iteration 28Q: 3 clusters Score -1385256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1385265.875000 Penalty: 4455.226074
	Iteration 29Q: 3 clusters Score -1385266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1385270.250000 Penalty: 4455.226074
	Iteration 30Q: 3 clusters Score -1385270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1385275.625000 Penalty: 4455.226074
	Iteration 31Q: 3 clusters Score -1385276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1385282.000000 Penalty: 4455.226074
	Iteration 32Q: 3 clusters Score -1385282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1385287.250000 Penalty: 4455.226074
	Iteration 33Q: 3 clusters Score -1385287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1385293.125000 Penalty: 4455.226074
	Iteration 34Q: 3 clusters Score -1385293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1385294.375000 Penalty: 4455.226074
	Iteration 35Q: 3 clusters Score -1385294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1385298.625000 Penalty: 4455.226074
	Iteration 36Q: 3 clusters Score -1385299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1385303.000000 Penalty: 4455.226074
	Iteration 37Q: 3 clusters Score -1385303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1385308.000000 Penalty: 4455.226074
	Iteration 38Q: 3 clusters Score -1385308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1385307.750000 Penalty: 4455.226074
	Iteration 39Q: 3 clusters Score -1385308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1385310.000000 Penalty: 4455.226074
	Iteration 40F: 3 clusters Score -1385310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1385310.250000 Penalty: 4455.226074
	Iteration 41Q: 3 clusters Score -1385310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1385310.625000 Penalty: 4455.226074
	Iteration 42Q: 3 clusters Score -1385311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1385313.625000 Penalty: 4455.226074
	Iteration 43Q: 3 clusters Score -1385314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1385318.625000 Penalty: 4455.226074
	Iteration 44Q: 3 clusters Score -1385319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1385320.750000 Penalty: 4455.226074
	Iteration 45Q: 3 clusters Score -1385321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1385320.125000 Penalty: 4455.226074
	Iteration 46Q: 3 clusters Score -1385320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1385321.250000 Penalty: 4455.226074
	Iteration 47Q: 3 clusters Score -1385321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1385322.500000 Penalty: 4455.226074
	Iteration 48Q: 3 clusters Score -1385322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1385323.000000 Penalty: 4455.226074
	Iteration 49Q: 3 clusters Score -1385323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1385324.000000 Penalty: 4455.226074
	Iteration 50Q: 3 clusters Score -1385324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1385324.000000 Penalty: 4455.226074
	Iteration 51Q: 3 clusters Score -1385324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1385329.250000 Penalty: 4455.226074
	Iteration 52Q: 3 clusters Score -1385329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1385329.250000 Penalty: 4455.226074
	Iteration 53Q: 3 clusters Score -1385329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1385334.500000 Penalty: 4455.226074
	Iteration 54Q: 3 clusters Score -1385334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1385342.875000 Penalty: 4455.226074
	Iteration 55Q: 3 clusters Score -1385343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1385346.125000 Penalty: 4455.226074
	Iteration 56Q: 3 clusters Score -1385346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1385347.125000 Penalty: 4455.226074
	Iteration 57Q: 3 clusters Score -1385347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1385345.875000 Penalty: 4455.226074
	Iteration 58Q: 3 clusters Score -1385346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1385348.000000 Penalty: 4455.226074
	Iteration 59Q: 3 clusters Score -1385348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1385349.750000 Penalty: 4455.226074
	Iteration 60F: 3 clusters Score -1385350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1385352.125000 Penalty: 4455.226074
	Iteration 61Q: 3 clusters Score -1385352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1385355.375000 Penalty: 4455.226074
	Iteration 62Q: 3 clusters Score -1385355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1385357.750000 Penalty: 4455.226074
	Iteration 63Q: 3 clusters Score -1385358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1385356.875000 Penalty: 4455.226074
	Iteration 64Q: 3 clusters Score -1385357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1385358.000000 Penalty: 4455.226074
	Iteration 65Q: 3 clusters Score -1385358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1385360.375000 Penalty: 4455.226074
	Iteration 66Q: 3 clusters Score -1385360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1385363.000000 Penalty: 4455.226074
	Iteration 67Q: 3 clusters Score -1385363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1385362.625000 Penalty: 4455.226074
	Iteration 68Q: 3 clusters Score -1385363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1385363.875000 Penalty: 4455.226074
	Iteration 69Q: 3 clusters Score -1385364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1385363.875000 Penalty: 4455.226074
	Iteration 70F: 3 clusters Score -1385364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1712622.375000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1712622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1704759.250000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1704759 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1707229.500000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1707230 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1707686.375000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1707686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1708003.500000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1708004 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1708269.500000 Penalty: 4583.567383
	Iteration 4F: 3 clusters Score -1708270 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1708491.875000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1708492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1708696.125000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1708696 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1708872.000000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1708872 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1709020.625000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1709021 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1709141.750000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1709142 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1709249.625000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1709250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1709320.625000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1709321 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1709406.750000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1709407 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1709448.875000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1709449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1709489.875000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1709490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1709521.625000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1709522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1709559.375000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1709559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1709579.875000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1709580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1709615.125000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1709615 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1709653.125000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1709653 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1709704.125000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1709704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1709752.125000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1709752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1709797.375000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1709797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1709844.250000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1709844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1709895.875000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1709896 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1709967.250000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1709967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1710040.000000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1710040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1710112.375000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1710112 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1710202.000000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1710202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1710269.500000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1710270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1710315.250000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1710315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1710369.875000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1710370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1710410.000000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1710410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1710444.625000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1710445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1710494.875000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1710495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1710541.500000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1710542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1710578.000000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1710578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1710602.625000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1710603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1710623.125000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1710623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1710639.125000 Penalty: 4583.567383
	Iteration 39Q: 3 clusters Score -1710639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1710649.250000 Penalty: 4583.567383
	Iteration 40F: 3 clusters Score -1710649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1710665.375000 Penalty: 4583.567383
	Iteration 41Q: 3 clusters Score -1710665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1710675.625000 Penalty: 4583.567383
	Iteration 42Q: 3 clusters Score -1710676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1710676.000000 Penalty: 4583.567383
	Iteration 43Q: 3 clusters Score -1710676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1710681.875000 Penalty: 4583.567383
	Iteration 44Q: 3 clusters Score -1710682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1710687.625000 Penalty: 4583.567383
	Iteration 45Q: 3 clusters Score -1710688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1710695.750000 Penalty: 4583.567383
	Iteration 46Q: 3 clusters Score -1710696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1710700.375000 Penalty: 4583.567383
	Iteration 47Q: 3 clusters Score -1710700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1710705.875000 Penalty: 4583.567383
	Iteration 48Q: 3 clusters Score -1710706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1710712.125000 Penalty: 4583.567383
	Iteration 49Q: 3 clusters Score -1710712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1710711.875000 Penalty: 4583.567383
	Iteration 50Q: 3 clusters Score -1710712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1710715.750000 Penalty: 4583.567383
	Iteration 51Q: 3 clusters Score -1710716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1710719.750000 Penalty: 4583.567383
	Iteration 52Q: 3 clusters Score -1710720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1710720.500000 Penalty: 4583.567383
	Iteration 53Q: 3 clusters Score -1710720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1710720.125000 Penalty: 4583.567383
	Iteration 54Q: 3 clusters Score -1710720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1710721.875000 Penalty: 4583.567383
	Iteration 55Q: 3 clusters Score -1710722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1710726.250000 Penalty: 4583.567383
	Iteration 56Q: 3 clusters Score -1710726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1710730.625000 Penalty: 4583.567383
	Iteration 57Q: 3 clusters Score -1710731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1710732.125000 Penalty: 4583.567383
	Iteration 58Q: 3 clusters Score -1710732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1710732.250000 Penalty: 4583.567383
	Iteration 59Q: 3 clusters Score -1710732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1710736.625000 Penalty: 4583.567383
	Iteration 60F: 3 clusters Score -1710737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1710737.250000 Penalty: 4583.567383
	Iteration 61Q: 3 clusters Score -1710737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1710739.625000 Penalty: 4583.567383
	Iteration 62Q: 3 clusters Score -1710740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1710736.625000 Penalty: 4583.567383
	Iteration 63Q: 3 clusters Score -1710737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1710736.625000 Penalty: 4583.567383
	Iteration 64F: 3 clusters Score -1710737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -133102.625000 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -133102.6 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 415 members 
Entering Unmasked Estep 
Score: -131351.531250 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -131351.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -131822.671875 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -131822.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132119.359375 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -132119.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132386.296875 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -132386.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132639.687500 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -132639.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132998.234375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -132998.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133159.953125 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -133160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133279.484375 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -133279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133379.562500 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -133379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -133452.500000 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -133452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133486.625000 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -133486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133541.640625 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -133541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -133578.250000 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -133578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133625.062500 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -133625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133646.734375 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -133646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133647.265625 Penalty: 3346.220459
	Iteration 15F: 3 clusters Score -133647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133691.953125 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -133692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133691.953125 Penalty: 3346.220459
	Iteration 17F: 3 clusters Score -133692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 503 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 348 members 
Entering Unmasked Estep 
Score: -117282880.000000 Penalty: 203298.921875
Splitting cluster 36 changes total score from -117283784.000000 to -117282880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -1246781.000000 Penalty: 2199.575928
	Iteration 0F: 2 clusters Score -1246781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1240953.500000 Penalty: 4399.151855
	Iteration 0F: 3 clusters Score -1240954 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1242993.625000 Penalty: 4399.151855
	Iteration 1F: 3 clusters Score -1242994 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1243944.375000 Penalty: 4399.151855
	Iteration 2F: 3 clusters Score -1243944 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1244843.250000 Penalty: 4399.151855
	Iteration 3F: 3 clusters Score -1244843 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1245385.000000 Penalty: 4399.151855
	Iteration 4F: 3 clusters Score -1245385 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1245645.750000 Penalty: 4399.151855
	Iteration 5F: 3 clusters Score -1245646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1245772.875000 Penalty: 4399.151855
	Iteration 6Q: 3 clusters Score -1245773 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1245829.625000 Penalty: 4399.151855
	Iteration 7Q: 3 clusters Score -1245830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1245860.625000 Penalty: 4399.151855
	Iteration 8Q: 3 clusters Score -1245861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1245874.875000 Penalty: 4399.151855
	Iteration 9Q: 3 clusters Score -1245875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1245887.875000 Penalty: 4399.151855
	Iteration 10Q: 3 clusters Score -1245888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1245894.750000 Penalty: 4399.151855
	Iteration 11Q: 3 clusters Score -1245895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1245900.000000 Penalty: 4399.151855
	Iteration 12Q: 3 clusters Score -1245900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1245905.875000 Penalty: 4399.151855
	Iteration 13Q: 3 clusters Score -1245906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1245909.625000 Penalty: 4399.151855
	Iteration 14Q: 3 clusters Score -1245910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1245913.000000 Penalty: 4399.151855
	Iteration 15Q: 3 clusters Score -1245913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1245914.375000 Penalty: 4399.151855
	Iteration 16Q: 3 clusters Score -1245914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1245913.875000 Penalty: 4399.151855
	Iteration 17Q: 3 clusters Score -1245914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1245915.000000 Penalty: 4399.151855
	Iteration 18Q: 3 clusters Score -1245915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1245914.625000 Penalty: 4399.151855
	Iteration 19Q: 3 clusters Score -1245915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1245915.375000 Penalty: 4399.151855
	Iteration 20F: 3 clusters Score -1245915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1245915.750000 Penalty: 4399.151855
	Iteration 21Q: 3 clusters Score -1245916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1245917.000000 Penalty: 4399.151855
	Iteration 22Q: 3 clusters Score -1245917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1245918.625000 Penalty: 4399.151855
	Iteration 23Q: 3 clusters Score -1245919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1245919.000000 Penalty: 4399.151855
	Iteration 24Q: 3 clusters Score -1245919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1245918.250000 Penalty: 4399.151855
	Iteration 25Q: 3 clusters Score -1245918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1245918.375000 Penalty: 4399.151855
	Iteration 26Q: 3 clusters Score -1245918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1245918.375000 Penalty: 4399.151855
	Iteration 27Q: 3 clusters Score -1245918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1245917.625000 Penalty: 4399.151855
	Iteration 28Q: 3 clusters Score -1245918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1245918.750000 Penalty: 4399.151855
	Iteration 29Q: 3 clusters Score -1245919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1245918.750000 Penalty: 4399.151855
	Iteration 30F: 3 clusters Score -1245919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Entering Unmasked Estep 
Score: -6040584.000000 Penalty: 2586.849854
	Iteration 0F: 2 clusters Score -6040584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6017617.500000 Penalty: 5173.699707
	Iteration 0F: 3 clusters Score -6017618 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -6025824.500000 Penalty: 5173.699707
	Iteration 1F: 3 clusters Score -6025824 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6026297.500000 Penalty: 5173.699707
	Iteration 2Q: 3 clusters Score -6026298 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -6026722.000000 Penalty: 5173.699707
	Iteration 3Q: 3 clusters Score -6026722 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6027090.500000 Penalty: 5173.699707
	Iteration 4Q: 3 clusters Score -6027090 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -6027505.500000 Penalty: 5173.699707
	Iteration 5Q: 3 clusters Score -6027506 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -6027955.000000 Penalty: 5173.699707
	Iteration 6Q: 3 clusters Score -6027955 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -6028528.500000 Penalty: 5173.699707
	Iteration 7Q: 3 clusters Score -6028528 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -6029315.500000 Penalty: 5173.699707
	Iteration 8Q: 3 clusters Score -6029316 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -6030270.500000 Penalty: 5173.699707
	Iteration 9Q: 3 clusters Score -6030270 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6031422.000000 Penalty: 5173.699707
	Iteration 10Q: 3 clusters Score -6031422 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -6032747.500000 Penalty: 5173.699707
	Iteration 11F: 3 clusters Score -6032748 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6034081.000000 Penalty: 5173.699707
	Iteration 12F: 3 clusters Score -6034081 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -6035286.500000 Penalty: 5173.699707
	Iteration 13Q: 3 clusters Score -6035286 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6036220.000000 Penalty: 5173.699707
	Iteration 14Q: 3 clusters Score -6036220 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6036859.500000 Penalty: 5173.699707
	Iteration 15Q: 3 clusters Score -6036860 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6037367.000000 Penalty: 5173.699707
	Iteration 16Q: 3 clusters Score -6037367 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6037745.000000 Penalty: 5173.699707
	Iteration 17Q: 3 clusters Score -6037745 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6038011.500000 Penalty: 5173.699707
	Iteration 18Q: 3 clusters Score -6038012 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6038165.000000 Penalty: 5173.699707
	Iteration 19Q: 3 clusters Score -6038165 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6038260.500000 Penalty: 5173.699707
	Iteration 20F: 3 clusters Score -6038260 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6038359.000000 Penalty: 5173.699707
	Iteration 21Q: 3 clusters Score -6038359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6038434.000000 Penalty: 5173.699707
	Iteration 22Q: 3 clusters Score -6038434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6038475.500000 Penalty: 5173.699707
	Iteration 23Q: 3 clusters Score -6038476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6038491.500000 Penalty: 5173.699707
	Iteration 24Q: 3 clusters Score -6038492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6038526.000000 Penalty: 5173.699707
	Iteration 25Q: 3 clusters Score -6038526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6038551.500000 Penalty: 5173.699707
	Iteration 26Q: 3 clusters Score -6038552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6038584.000000 Penalty: 5173.699707
	Iteration 27Q: 3 clusters Score -6038584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6038609.500000 Penalty: 5173.699707
	Iteration 28Q: 3 clusters Score -6038610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6038633.500000 Penalty: 5173.699707
	Iteration 29Q: 3 clusters Score -6038634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6038652.500000 Penalty: 5173.699707
	Iteration 30Q: 3 clusters Score -6038652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6038674.500000 Penalty: 5173.699707
	Iteration 31Q: 3 clusters Score -6038674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6038676.500000 Penalty: 5173.699707
	Iteration 32Q: 3 clusters Score -6038676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6038682.000000 Penalty: 5173.699707
	Iteration 33Q: 3 clusters Score -6038682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6038683.500000 Penalty: 5173.699707
	Iteration 34Q: 3 clusters Score -6038684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6038684.000000 Penalty: 5173.699707
	Iteration 35Q: 3 clusters Score -6038684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6038693.500000 Penalty: 5173.699707
	Iteration 36Q: 3 clusters Score -6038694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6038706.000000 Penalty: 5173.699707
	Iteration 37Q: 3 clusters Score -6038706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6038707.500000 Penalty: 5173.699707
	Iteration 38Q: 3 clusters Score -6038708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6038715.000000 Penalty: 5173.699707
	Iteration 39Q: 3 clusters Score -6038715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6038715.000000 Penalty: 5173.699707
	Iteration 40F: 3 clusters Score -6038715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6038715.500000 Penalty: 5173.699707
	Iteration 41Q: 3 clusters Score -6038716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6038715.500000 Penalty: 5173.699707
	Iteration 42Q: 3 clusters Score -6038716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6038722.000000 Penalty: 5173.699707
	Iteration 43Q: 3 clusters Score -6038722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6038727.500000 Penalty: 5173.699707
	Iteration 44Q: 3 clusters Score -6038728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6038727.000000 Penalty: 5173.699707
	Iteration 45Q: 3 clusters Score -6038727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6038727.000000 Penalty: 5173.699707
	Iteration 46F: 3 clusters Score -6038727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -541867.437500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -541867.4 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 1576 members 
Entering Unmasked Estep 
Score: -538579.437500 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -538579.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -539346.937500 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -539346.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -539566.500000 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -539566.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -539761.875000 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -539761.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -540008.062500 Penalty: 3992.357422
	Iteration 4F: 3 clusters Score -540008.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -540311.187500 Penalty: 3992.357422
	Iteration 5F: 3 clusters Score -540311.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -540653.875000 Penalty: 3992.357422
	Iteration 6F: 3 clusters Score -540653.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -541024.625000 Penalty: 3992.357422
	Iteration 7F: 3 clusters Score -541024.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -541305.000000 Penalty: 3992.357422
	Iteration 8F: 3 clusters Score -541305 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -541470.875000 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -541470.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -541548.250000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -541548.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -541580.562500 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -541580.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -541593.062500 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -541593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -541602.312500 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -541602.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -541607.562500 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -541607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -541613.250000 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -541613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -541614.625000 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -541614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -541615.125000 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -541615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -541617.500000 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -541617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -541618.312500 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -541618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -541619.875000 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -541619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Entering Unmasked Estep 
Score: -5269469.500000 Penalty: 2556.140381
	Iteration 0F: 2 clusters Score -5269470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5248995.000000 Penalty: 5112.280762
	Iteration 0F: 3 clusters Score -5248995 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5256324.500000 Penalty: 5112.280762
	Iteration 1F: 3 clusters Score -5256324 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5256922.500000 Penalty: 5112.280762
	Iteration 2F: 3 clusters Score -5256922 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5257473.500000 Penalty: 5112.280762
	Iteration 3Q: 3 clusters Score -5257474 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5258016.000000 Penalty: 5112.280762
	Iteration 4Q: 3 clusters Score -5258016 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5258597.000000 Penalty: 5112.280762
	Iteration 5Q: 3 clusters Score -5258597 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5259201.500000 Penalty: 5112.280762
	Iteration 6Q: 3 clusters Score -5259202 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5259750.000000 Penalty: 5112.280762
	Iteration 7Q: 3 clusters Score -5259750 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5260310.500000 Penalty: 5112.280762
	Iteration 8Q: 3 clusters Score -5260310 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5260786.500000 Penalty: 5112.280762
	Iteration 9Q: 3 clusters Score -5260786 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5261210.500000 Penalty: 5112.280762
	Iteration 10Q: 3 clusters Score -5261210 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5261578.000000 Penalty: 5112.280762
	Iteration 11Q: 3 clusters Score -5261578 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5261825.000000 Penalty: 5112.280762
	Iteration 12Q: 3 clusters Score -5261825 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5262020.500000 Penalty: 5112.280762
	Iteration 13Q: 3 clusters Score -5262020 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -5262189.500000 Penalty: 5112.280762
	Iteration 14Q: 3 clusters Score -5262190 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -5262350.000000 Penalty: 5112.280762
	Iteration 15Q: 3 clusters Score -5262350 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5262472.500000 Penalty: 5112.280762
	Iteration 16Q: 3 clusters Score -5262472 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5262555.500000 Penalty: 5112.280762
	Iteration 17Q: 3 clusters Score -5262556 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5262638.500000 Penalty: 5112.280762
	Iteration 18Q: 3 clusters Score -5262638 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5262708.500000 Penalty: 5112.280762
	Iteration 19Q: 3 clusters Score -5262708 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5262801.000000 Penalty: 5112.280762
	Iteration 20F: 3 clusters Score -5262801 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -5262865.500000 Penalty: 5112.280762
	Iteration 21Q: 3 clusters Score -5262866 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -5262906.000000 Penalty: 5112.280762
	Iteration 22Q: 3 clusters Score -5262906 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5262983.500000 Penalty: 5112.280762
	Iteration 23Q: 3 clusters Score -5262984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5263047.500000 Penalty: 5112.280762
	Iteration 24Q: 3 clusters Score -5263048 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5263143.000000 Penalty: 5112.280762
	Iteration 25Q: 3 clusters Score -5263143 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5263220.000000 Penalty: 5112.280762
	Iteration 26Q: 3 clusters Score -5263220 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5263286.000000 Penalty: 5112.280762
	Iteration 27Q: 3 clusters Score -5263286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5263335.500000 Penalty: 5112.280762
	Iteration 28Q: 3 clusters Score -5263336 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5263427.500000 Penalty: 5112.280762
	Iteration 29Q: 3 clusters Score -5263428 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -5263505.000000 Penalty: 5112.280762
	Iteration 30Q: 3 clusters Score -5263505 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5263568.000000 Penalty: 5112.280762
	Iteration 31Q: 3 clusters Score -5263568 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -5263662.500000 Penalty: 5112.280762
	Iteration 32Q: 3 clusters Score -5263662 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5263763.000000 Penalty: 5112.280762
	Iteration 33Q: 3 clusters Score -5263763 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5263843.000000 Penalty: 5112.280762
	Iteration 34Q: 3 clusters Score -5263843 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -5263907.000000 Penalty: 5112.280762
	Iteration 35Q: 3 clusters Score -5263907 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5263988.500000 Penalty: 5112.280762
	Iteration 36Q: 3 clusters Score -5263988 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -5264088.000000 Penalty: 5112.280762
	Iteration 37Q: 3 clusters Score -5264088 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5264161.500000 Penalty: 5112.280762
	Iteration 38Q: 3 clusters Score -5264162 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5264214.000000 Penalty: 5112.280762
	Iteration 39Q: 3 clusters Score -5264214 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5264272.500000 Penalty: 5112.280762
	Iteration 40F: 3 clusters Score -5264272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -5264357.000000 Penalty: 5112.280762
	Iteration 41Q: 3 clusters Score -5264357 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5264471.500000 Penalty: 5112.280762
	Iteration 42Q: 3 clusters Score -5264472 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5264530.500000 Penalty: 5112.280762
	Iteration 43Q: 3 clusters Score -5264530 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -5264629.000000 Penalty: 5112.280762
	Iteration 44Q: 3 clusters Score -5264629 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5264749.000000 Penalty: 5112.280762
	Iteration 45Q: 3 clusters Score -5264749 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5264875.500000 Penalty: 5112.280762
	Iteration 46Q: 3 clusters Score -5264876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -5264968.500000 Penalty: 5112.280762
	Iteration 47Q: 3 clusters Score -5264968 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -5265077.500000 Penalty: 5112.280762
	Iteration 48Q: 3 clusters Score -5265078 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5265170.000000 Penalty: 5112.280762
	Iteration 49Q: 3 clusters Score -5265170 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5265286.000000 Penalty: 5112.280762
	Iteration 50Q: 3 clusters Score -5265286 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5265363.000000 Penalty: 5112.280762
	Iteration 51Q: 3 clusters Score -5265363 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5265467.000000 Penalty: 5112.280762
	Iteration 52Q: 3 clusters Score -5265467 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5265576.000000 Penalty: 5112.280762
	Iteration 53Q: 3 clusters Score -5265576 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5265714.000000 Penalty: 5112.280762
	Iteration 54Q: 3 clusters Score -5265714 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5265896.500000 Penalty: 5112.280762
	Iteration 55Q: 3 clusters Score -5265896 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5266033.000000 Penalty: 5112.280762
	Iteration 56Q: 3 clusters Score -5266033 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5266160.500000 Penalty: 5112.280762
	Iteration 57Q: 3 clusters Score -5266160 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5266309.500000 Penalty: 5112.280762
	Iteration 58Q: 3 clusters Score -5266310 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -5266442.500000 Penalty: 5112.280762
	Iteration 59Q: 3 clusters Score -5266442 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5266544.500000 Penalty: 5112.280762
	Iteration 60F: 3 clusters Score -5266544 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5266673.500000 Penalty: 5112.280762
	Iteration 61Q: 3 clusters Score -5266674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5266756.500000 Penalty: 5112.280762
	Iteration 62Q: 3 clusters Score -5266756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5266837.000000 Penalty: 5112.280762
	Iteration 63Q: 3 clusters Score -5266837 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5266916.500000 Penalty: 5112.280762
	Iteration 64Q: 3 clusters Score -5266916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5266973.500000 Penalty: 5112.280762
	Iteration 65Q: 3 clusters Score -5266974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5267026.000000 Penalty: 5112.280762
	Iteration 66Q: 3 clusters Score -5267026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5267056.000000 Penalty: 5112.280762
	Iteration 67Q: 3 clusters Score -5267056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5267091.500000 Penalty: 5112.280762
	Iteration 68Q: 3 clusters Score -5267092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5267115.000000 Penalty: 5112.280762
	Iteration 69Q: 3 clusters Score -5267115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5267153.500000 Penalty: 5112.280762
	Iteration 70Q: 3 clusters Score -5267154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5267161.500000 Penalty: 5112.280762
	Iteration 71Q: 3 clusters Score -5267162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5267190.000000 Penalty: 5112.280762
	Iteration 72Q: 3 clusters Score -5267190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5267181.000000 Penalty: 5112.280762
	Iteration 73Q: 3 clusters Score -5267181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5267205.000000 Penalty: 5112.280762
	Iteration 74Q: 3 clusters Score -5267205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5267216.000000 Penalty: 5112.280762
	Iteration 75Q: 3 clusters Score -5267216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5267220.000000 Penalty: 5112.280762
	Iteration 76Q: 3 clusters Score -5267220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5267249.000000 Penalty: 5112.280762
	Iteration 77Q: 3 clusters Score -5267249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5267237.500000 Penalty: 5112.280762
	Iteration 78Q: 3 clusters Score -5267238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5267252.000000 Penalty: 5112.280762
	Iteration 79Q: 3 clusters Score -5267252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5267245.500000 Penalty: 5112.280762
	Iteration 80F: 3 clusters Score -5267246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5267269.500000 Penalty: 5112.280762
	Iteration 81Q: 3 clusters Score -5267270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5267281.000000 Penalty: 5112.280762
	Iteration 82Q: 3 clusters Score -5267281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5267298.500000 Penalty: 5112.280762
	Iteration 83Q: 3 clusters Score -5267298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5267309.500000 Penalty: 5112.280762
	Iteration 84Q: 3 clusters Score -5267310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5267308.000000 Penalty: 5112.280762
	Iteration 85Q: 3 clusters Score -5267308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5267315.500000 Penalty: 5112.280762
	Iteration 86Q: 3 clusters Score -5267316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5267328.000000 Penalty: 5112.280762
	Iteration 87Q: 3 clusters Score -5267328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5267337.000000 Penalty: 5112.280762
	Iteration 88Q: 3 clusters Score -5267337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5267340.500000 Penalty: 5112.280762
	Iteration 89Q: 3 clusters Score -5267340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5267344.500000 Penalty: 5112.280762
	Iteration 90Q: 3 clusters Score -5267344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5267348.000000 Penalty: 5112.280762
	Iteration 91Q: 3 clusters Score -5267348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5267349.500000 Penalty: 5112.280762
	Iteration 92Q: 3 clusters Score -5267350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5267353.500000 Penalty: 5112.280762
	Iteration 93Q: 3 clusters Score -5267354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5267358.000000 Penalty: 5112.280762
	Iteration 94Q: 3 clusters Score -5267358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5267352.000000 Penalty: 5112.280762
	Iteration 95Q: 3 clusters Score -5267352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5267357.000000 Penalty: 5112.280762
	Iteration 96Q: 3 clusters Score -5267357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5267358.000000 Penalty: 5112.280762
	Iteration 97Q: 3 clusters Score -5267358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5267352.000000 Penalty: 5112.280762
	Iteration 98Q: 3 clusters Score -5267352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5267357.000000 Penalty: 5112.280762
	Iteration 99Q: 3 clusters Score -5267357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5267353.500000 Penalty: 5112.280762
	Iteration 100F: 3 clusters Score -5267354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5267356.500000 Penalty: 5112.280762
	Iteration 101Q: 3 clusters Score -5267356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5267358.000000 Penalty: 5112.280762
	Iteration 102Q: 3 clusters Score -5267358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5267364.000000 Penalty: 5112.280762
	Iteration 103Q: 3 clusters Score -5267364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5267368.000000 Penalty: 5112.280762
	Iteration 104Q: 3 clusters Score -5267368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5267376.500000 Penalty: 5112.280762
	Iteration 105Q: 3 clusters Score -5267376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5267378.000000 Penalty: 5112.280762
	Iteration 106Q: 3 clusters Score -5267378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5267374.500000 Penalty: 5112.280762
	Iteration 107Q: 3 clusters Score -5267374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5267374.500000 Penalty: 5112.280762
	Iteration 108Q: 3 clusters Score -5267374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5267369.000000 Penalty: 5112.280762
	Iteration 109Q: 3 clusters Score -5267369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5267366.000000 Penalty: 5112.280762
	Iteration 110Q: 3 clusters Score -5267366 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5267367.000000 Penalty: 5112.280762
	Iteration 111Q: 3 clusters Score -5267367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5267375.500000 Penalty: 5112.280762
	Iteration 112Q: 3 clusters Score -5267376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5267378.000000 Penalty: 5112.280762
	Iteration 113Q: 3 clusters Score -5267378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5267374.000000 Penalty: 5112.280762
	Iteration 114Q: 3 clusters Score -5267374 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5267376.500000 Penalty: 5112.280762
	Iteration 115Q: 3 clusters Score -5267376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5267378.000000 Penalty: 5112.280762
	Iteration 116Q: 3 clusters Score -5267378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5267378.000000 Penalty: 5112.280762
	Iteration 117Q: 3 clusters Score -5267378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5267382.000000 Penalty: 5112.280762
	Iteration 118Q: 3 clusters Score -5267382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5267382.000000 Penalty: 5112.280762
	Iteration 119F: 3 clusters Score -5267382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -943269.812500 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -943269.8 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 2881 members 
Entering Unmasked Estep 
Score: -938362.437500 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -938362.4 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -939705.187500 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -939705.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -940056.562500 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -940056.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -940320.500000 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -940320.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -940517.062500 Penalty: 4293.417969
	Iteration 4Q: 3 clusters Score -940517.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -940694.312500 Penalty: 4293.417969
	Iteration 5Q: 3 clusters Score -940694.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -940851.625000 Penalty: 4293.417969
	Iteration 6Q: 3 clusters Score -940851.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -941017.187500 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -941017.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -941185.437500 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -941185.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -941348.937500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -941348.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -941514.625000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -941514.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -941624.687500 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -941624.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -941731.875000 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -941731.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -941815.625000 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -941815.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -941882.250000 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -941882.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -941945.500000 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -941945.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -942016.125000 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -942016.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -942086.000000 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -942086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -942140.500000 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -942140.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -942173.125000 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -942173.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -942202.750000 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -942202.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -942227.812500 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -942227.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -942242.125000 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -942242.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -942253.437500 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -942253.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -942263.250000 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -942263.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -942270.000000 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -942270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -942272.625000 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -942272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -942274.812500 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -942274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -942279.125000 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -942279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -942280.875000 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -942280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -942282.312500 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -942282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -942282.750000 Penalty: 4293.417969
	Iteration 31Q: 3 clusters Score -942282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -942282.687500 Penalty: 4293.417969
	Iteration 32Q: 3 clusters Score -942282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -942285.250000 Penalty: 4293.417969
	Iteration 33Q: 3 clusters Score -942285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -942286.250000 Penalty: 4293.417969
	Iteration 34Q: 3 clusters Score -942286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -942286.250000 Penalty: 4293.417969
	Iteration 35F: 3 clusters Score -942286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1341327.250000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1341327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1335118.125000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1335118 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1336925.125000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1336925 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1337289.375000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1337289 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1337592.750000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1337593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1337890.125000 Penalty: 4442.350098
	Iteration 4F: 3 clusters Score -1337890 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1338228.250000 Penalty: 4442.350098
	Iteration 5F: 3 clusters Score -1338228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1338575.750000 Penalty: 4442.350098
	Iteration 6F: 3 clusters Score -1338576 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1338846.375000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1338846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1339037.875000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1339038 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1339189.250000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1339189 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1339298.500000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1339298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1339384.750000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1339385 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1339466.750000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1339467 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1339550.625000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1339551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1339607.500000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1339608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1339652.125000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1339652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1339678.500000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1339678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1339700.000000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1339700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1339729.875000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1339730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1339748.875000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1339749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1339760.000000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1339760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1339771.500000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1339772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1339778.375000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1339778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1339790.875000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1339791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1339801.250000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1339801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1339804.750000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1339805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1339810.750000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1339811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1339810.625000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1339811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1339814.125000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1339814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1339822.000000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1339822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1339823.125000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1339823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1339826.500000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1339826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1339830.375000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1339830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1339833.250000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1339833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1339835.375000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1339835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1339839.125000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1339839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1339842.875000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1339843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1339845.375000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1339845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1339846.750000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -1339847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1339851.875000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -1339852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1339851.000000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -1339851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1339853.375000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -1339853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1339851.625000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -1339852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1339853.750000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -1339854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1339853.750000 Penalty: 4442.350098
	Iteration 44F: 3 clusters Score -1339854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -2444233.750000 Penalty: 2375.918457
	Iteration 0F: 2 clusters Score -2444234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2433735.750000 Penalty: 4751.836914
	Iteration 0F: 3 clusters Score -2433736 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2437315.750000 Penalty: 4751.836914
	Iteration 1F: 3 clusters Score -2437316 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2438200.000000 Penalty: 4751.836914
	Iteration 2F: 3 clusters Score -2438200 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2439389.250000 Penalty: 4751.836914
	Iteration 3F: 3 clusters Score -2439389 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2440777.000000 Penalty: 4751.836914
	Iteration 4F: 3 clusters Score -2440777 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2442035.250000 Penalty: 4751.836914
	Iteration 5F: 3 clusters Score -2442035 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2442816.500000 Penalty: 4751.836914
	Iteration 6F: 3 clusters Score -2442816 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2443238.250000 Penalty: 4751.836914
	Iteration 7Q: 3 clusters Score -2443238 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2443429.000000 Penalty: 4751.836914
	Iteration 8Q: 3 clusters Score -2443429 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2443512.000000 Penalty: 4751.836914
	Iteration 9Q: 3 clusters Score -2443512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2443557.250000 Penalty: 4751.836914
	Iteration 10Q: 3 clusters Score -2443557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2443586.750000 Penalty: 4751.836914
	Iteration 11Q: 3 clusters Score -2443587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2443601.500000 Penalty: 4751.836914
	Iteration 12Q: 3 clusters Score -2443602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2443615.250000 Penalty: 4751.836914
	Iteration 13Q: 3 clusters Score -2443615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2443620.500000 Penalty: 4751.836914
	Iteration 14Q: 3 clusters Score -2443620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2443624.500000 Penalty: 4751.836914
	Iteration 15Q: 3 clusters Score -2443624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2443632.250000 Penalty: 4751.836914
	Iteration 16Q: 3 clusters Score -2443632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2443632.750000 Penalty: 4751.836914
	Iteration 17Q: 3 clusters Score -2443633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2443640.500000 Penalty: 4751.836914
	Iteration 18Q: 3 clusters Score -2443640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2443647.500000 Penalty: 4751.836914
	Iteration 19Q: 3 clusters Score -2443648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2443644.500000 Penalty: 4751.836914
	Iteration 20F: 3 clusters Score -2443644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2443649.500000 Penalty: 4751.836914
	Iteration 21Q: 3 clusters Score -2443650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2443650.500000 Penalty: 4751.836914
	Iteration 22Q: 3 clusters Score -2443650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2443648.500000 Penalty: 4751.836914
	Iteration 23Q: 3 clusters Score -2443648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2443653.250000 Penalty: 4751.836914
	Iteration 24Q: 3 clusters Score -2443653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2443652.000000 Penalty: 4751.836914
	Iteration 25Q: 3 clusters Score -2443652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2443648.750000 Penalty: 4751.836914
	Iteration 26Q: 3 clusters Score -2443649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2443655.250000 Penalty: 4751.836914
	Iteration 27Q: 3 clusters Score -2443655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2443654.750000 Penalty: 4751.836914
	Iteration 28Q: 3 clusters Score -2443655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2443655.000000 Penalty: 4751.836914
	Iteration 29Q: 3 clusters Score -2443655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2443656.500000 Penalty: 4751.836914
	Iteration 30Q: 3 clusters Score -2443656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2443662.250000 Penalty: 4751.836914
	Iteration 31Q: 3 clusters Score -2443662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2443658.250000 Penalty: 4751.836914
	Iteration 32Q: 3 clusters Score -2443658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2443658.000000 Penalty: 4751.836914
	Iteration 33Q: 3 clusters Score -2443658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2443658.000000 Penalty: 4751.836914
	Iteration 34Q: 3 clusters Score -2443658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2443655.500000 Penalty: 4751.836914
	Iteration 35Q: 3 clusters Score -2443656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2443657.000000 Penalty: 4751.836914
	Iteration 36Q: 3 clusters Score -2443657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2443659.750000 Penalty: 4751.836914
	Iteration 37Q: 3 clusters Score -2443660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2443661.000000 Penalty: 4751.836914
	Iteration 38Q: 3 clusters Score -2443661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2443655.750000 Penalty: 4751.836914
	Iteration 39Q: 3 clusters Score -2443656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2443655.750000 Penalty: 4751.836914
	Iteration 40F: 3 clusters Score -2443656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -720072.562500 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -720072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -715927.625000 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -715927.6 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -717267.937500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -717267.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -717852.562500 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -717852.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -718312.437500 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -718312.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -718622.125000 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -718622.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -718878.125000 Penalty: 4177.531250
	Iteration 5F: 3 clusters Score -718878.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -719101.125000 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -719101.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -719268.812500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -719268.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -719403.187500 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -719403.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -719481.062500 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -719481.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -719552.375000 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -719552.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -719629.125000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -719629.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -719681.500000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -719681.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -719725.312500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -719725.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -719757.187500 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -719757.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -719776.312500 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -719776.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -719785.875000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -719785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -719796.250000 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -719796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -719801.375000 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -719801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -719805.500000 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -719805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -719810.625000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -719810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -719815.500000 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -719815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -719816.000000 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -719816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -719817.375000 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -719817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -719819.500000 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -719819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -719819.250000 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -719819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -719819.250000 Penalty: 4177.531250
	Iteration 26F: 3 clusters Score -719819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -41098.472656 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -41098.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39962.765625 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39962.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40202.691406 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -40202.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40246.015625 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -40246.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40256.046875 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -40256.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40292.695312 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -40301.578125 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40301.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40320.207031 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -40320.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40360.832031 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -40360.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40390.484375 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -40390.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40394.269531 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -40394.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40394.269531 Penalty: 2843.737305
	Iteration 10F: 3 clusters Score -40394.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28446.056641 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28446.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27260.134766 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27260.13 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27574.960938 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27574.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27677.992188 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -27677.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27757.119141 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -27757.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27855.566406 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -27855.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27967.873047 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -27967.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28018.509766 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -28018.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28129.761719 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -28129.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28167.718750 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -28167.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28204.810547 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -28204.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28215.837891 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -28215.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28222.193359 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -28222.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28230.904297 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -28230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28234.869141 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -28234.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28255.904297 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -28255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28319.082031 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -28319.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28404.822266 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -28404.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28481.322266 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -28481.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28531.945312 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -28531.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28599.890625 Penalty: 2923.623779
	Iteration 19Q: 3 clusters Score -28599.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28678.974609 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -28678.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28781.328125 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -28781.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28915.494141 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -28915.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29018.070312 Penalty: 2923.623779
	Iteration 23Q: 3 clusters Score -29018.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29093.289062 Penalty: 2923.623779
	Iteration 24Q: 3 clusters Score -29093.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29150.597656 Penalty: 2923.623779
	Iteration 25Q: 3 clusters Score -29150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29156.378906 Penalty: 2923.623779
	Iteration 26Q: 3 clusters Score -29156.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29156.378906 Penalty: 2923.623779
	Iteration 27F: 3 clusters Score -29156.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 38136 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 33065 members 
Mstep: Class 11 contains 5344 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 11937 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 38080 members 
Mstep: Class 21 contains 29024 members 
Mstep: Class 22 contains 34451 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 35548 members 
Mstep: Class 25 contains 30392 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 295 members 
Mstep: Class 30 contains 2028 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 3568 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 10312 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 33889 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 29942 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 14477 members 
Mstep: Class 44 contains 4548 members 
Mstep: Class 45 contains 309 members 
Mstep: Class 46 contains 162 members 
Mstep: Class 47 contains 8261 members 
Mstep: Class 48 contains 39534 members 
Mstep: Class 49 contains 35395 members 
Mstep: Class 50 contains 2065 members 
Mstep: Class 51 contains 5821 members 
Mstep: Class 52 contains 494 members 
Mstep: Class 53 contains 1126 members 
Mstep: Class 54 contains 308 members 
Mstep: Class 55 contains 721 members 
Mstep: Class 56 contains 14985 members 
Mstep: Class 57 contains 3431 members 
Mstep: Class 58 contains 12945 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 1363 members 
Mstep: Class 61 contains 201 members 
Entering Unmasked Estep 
Score: -117282640.000000 Penalty: 203298.921875
Splitting cluster 46 changes total score from -117283784.000000 to -117282640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -1447411.750000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -1447412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1440890.750000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -1440891 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1442884.000000 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -1442884 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1443565.125000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -1443565 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1444504.750000 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -1444505 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1445408.625000 Penalty: 4473.573242
	Iteration 4F: 3 clusters Score -1445409 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1446117.625000 Penalty: 4473.573242
	Iteration 5F: 3 clusters Score -1446118 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1446587.750000 Penalty: 4473.573242
	Iteration 6F: 3 clusters Score -1446588 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1446835.750000 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -1446836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1446968.125000 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -1446968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1447027.875000 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -1447028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1447063.500000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -1447064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1447090.625000 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -1447091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1447110.250000 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -1447110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1447127.875000 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -1447128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1447142.250000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -1447142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1447154.500000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -1447154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1447156.375000 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -1447156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1447163.750000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -1447164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1447164.375000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -1447164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1447163.125000 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -1447163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1447161.625000 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -1447162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1447166.125000 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -1447166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1447171.375000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -1447171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1447172.125000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -1447172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1447171.250000 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -1447171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1447177.625000 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -1447178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1447176.500000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -1447176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1447177.250000 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -1447177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1447178.750000 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -1447179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1447179.125000 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -1447179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1447178.250000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -1447178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1447183.500000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -1447184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1447183.250000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -1447183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1447183.375000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -1447183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1447184.875000 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -1447185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1447186.500000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -1447186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1447187.500000 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -1447188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1447185.875000 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -1447186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1447188.250000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -1447188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1447188.000000 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -1447188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1447187.500000 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -1447188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (39534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Entering Unmasked Estep 
Score: -7018909.500000 Penalty: 2625.059082
	Iteration 0F: 2 clusters Score -7018910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -6994136.500000 Penalty: 5250.118164
	Iteration 0F: 3 clusters Score -6994136 nChanged 18072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7004119.500000 Penalty: 5250.118164
	Iteration 1F: 3 clusters Score -7004120 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -7004934.500000 Penalty: 5250.118164
	Iteration 2F: 3 clusters Score -7004934 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7005992.500000 Penalty: 5250.118164
	Iteration 3F: 3 clusters Score -7005992 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -7007299.000000 Penalty: 5250.118164
	Iteration 4F: 3 clusters Score -7007299 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -7008766.000000 Penalty: 5250.118164
	Iteration 5F: 3 clusters Score -7008766 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -7010135.500000 Penalty: 5250.118164
	Iteration 6F: 3 clusters Score -7010136 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -7011306.000000 Penalty: 5250.118164
	Iteration 7F: 3 clusters Score -7011306 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7012316.500000 Penalty: 5250.118164
	Iteration 8Q: 3 clusters Score -7012316 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -7013078.500000 Penalty: 5250.118164
	Iteration 9Q: 3 clusters Score -7013078 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -7013712.500000 Penalty: 5250.118164
	Iteration 10Q: 3 clusters Score -7013712 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7014142.500000 Penalty: 5250.118164
	Iteration 11Q: 3 clusters Score -7014142 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -7014430.500000 Penalty: 5250.118164
	Iteration 12Q: 3 clusters Score -7014430 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -7014631.500000 Penalty: 5250.118164
	Iteration 13Q: 3 clusters Score -7014632 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -7014811.500000 Penalty: 5250.118164
	Iteration 14Q: 3 clusters Score -7014812 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -7015037.500000 Penalty: 5250.118164
	Iteration 15Q: 3 clusters Score -7015038 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -7015262.500000 Penalty: 5250.118164
	Iteration 16Q: 3 clusters Score -7015262 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -7015465.500000 Penalty: 5250.118164
	Iteration 17Q: 3 clusters Score -7015466 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -7015750.000000 Penalty: 5250.118164
	Iteration 18Q: 3 clusters Score -7015750 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -7015986.000000 Penalty: 5250.118164
	Iteration 19Q: 3 clusters Score -7015986 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -7016271.000000 Penalty: 5250.118164
	Iteration 20F: 3 clusters Score -7016271 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -7016537.500000 Penalty: 5250.118164
	Iteration 21Q: 3 clusters Score -7016538 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7016808.000000 Penalty: 5250.118164
	Iteration 22Q: 3 clusters Score -7016808 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -7017059.000000 Penalty: 5250.118164
	Iteration 23Q: 3 clusters Score -7017059 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -7017304.000000 Penalty: 5250.118164
	Iteration 24Q: 3 clusters Score -7017304 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -7017415.000000 Penalty: 5250.118164
	Iteration 25Q: 3 clusters Score -7017415 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -7017476.500000 Penalty: 5250.118164
	Iteration 26Q: 3 clusters Score -7017476 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -7017538.000000 Penalty: 5250.118164
	Iteration 27Q: 3 clusters Score -7017538 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -7017580.000000 Penalty: 5250.118164
	Iteration 28Q: 3 clusters Score -7017580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -7017638.000000 Penalty: 5250.118164
	Iteration 29Q: 3 clusters Score -7017638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -7017682.000000 Penalty: 5250.118164
	Iteration 30Q: 3 clusters Score -7017682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -7017705.000000 Penalty: 5250.118164
	Iteration 31Q: 3 clusters Score -7017705 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -7017745.500000 Penalty: 5250.118164
	Iteration 32Q: 3 clusters Score -7017746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -7017741.000000 Penalty: 5250.118164
	Iteration 33Q: 3 clusters Score -7017741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7017763.000000 Penalty: 5250.118164
	Iteration 34Q: 3 clusters Score -7017763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -7017784.500000 Penalty: 5250.118164
	Iteration 35Q: 3 clusters Score -7017784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -7017790.000000 Penalty: 5250.118164
	Iteration 36Q: 3 clusters Score -7017790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7017794.500000 Penalty: 5250.118164
	Iteration 37Q: 3 clusters Score -7017794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7017802.500000 Penalty: 5250.118164
	Iteration 38Q: 3 clusters Score -7017802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -7017795.500000 Penalty: 5250.118164
	Iteration 39Q: 3 clusters Score -7017796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -7017807.500000 Penalty: 5250.118164
	Iteration 40F: 3 clusters Score -7017808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -7017807.500000 Penalty: 5250.118164
	Iteration 41Q: 3 clusters Score -7017808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7017802.000000 Penalty: 5250.118164
	Iteration 42Q: 3 clusters Score -7017802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -7017792.500000 Penalty: 5250.118164
	Iteration 43Q: 3 clusters Score -7017792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7017802.500000 Penalty: 5250.118164
	Iteration 44Q: 3 clusters Score -7017802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -7017803.000000 Penalty: 5250.118164
	Iteration 45Q: 3 clusters Score -7017803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -7017799.000000 Penalty: 5250.118164
	Iteration 46Q: 3 clusters Score -7017799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7017802.000000 Penalty: 5250.118164
	Iteration 47Q: 3 clusters Score -7017802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -7017798.000000 Penalty: 5250.118164
	Iteration 48Q: 3 clusters Score -7017798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -7017786.000000 Penalty: 5250.118164
	Iteration 49Q: 3 clusters Score -7017786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -7017795.500000 Penalty: 5250.118164
	Iteration 50Q: 3 clusters Score -7017796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -7017791.500000 Penalty: 5250.118164
	Iteration 51Q: 3 clusters Score -7017792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -7017799.000000 Penalty: 5250.118164
	Iteration 52Q: 3 clusters Score -7017799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -7017812.000000 Penalty: 5250.118164
	Iteration 53Q: 3 clusters Score -7017812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -7017800.500000 Penalty: 5250.118164
	Iteration 54Q: 3 clusters Score -7017800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -7017801.500000 Penalty: 5250.118164
	Iteration 55Q: 3 clusters Score -7017802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -7017805.000000 Penalty: 5250.118164
	Iteration 56Q: 3 clusters Score -7017805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -7017802.000000 Penalty: 5250.118164
	Iteration 57Q: 3 clusters Score -7017802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -7017804.000000 Penalty: 5250.118164
	Iteration 58Q: 3 clusters Score -7017804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -7017803.000000 Penalty: 5250.118164
	Iteration 59Q: 3 clusters Score -7017803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -7017800.500000 Penalty: 5250.118164
	Iteration 60F: 3 clusters Score -7017800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -7017800.000000 Penalty: 5250.118164
	Iteration 61Q: 3 clusters Score -7017800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -7017797.500000 Penalty: 5250.118164
	Iteration 62Q: 3 clusters Score -7017798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -7017792.500000 Penalty: 5250.118164
	Iteration 63Q: 3 clusters Score -7017792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -7017803.500000 Penalty: 5250.118164
	Iteration 64Q: 3 clusters Score -7017804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -7017798.000000 Penalty: 5250.118164
	Iteration 65Q: 3 clusters Score -7017798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -7017803.500000 Penalty: 5250.118164
	Iteration 66Q: 3 clusters Score -7017804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -7017817.000000 Penalty: 5250.118164
	Iteration 67Q: 3 clusters Score -7017817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -7017807.500000 Penalty: 5250.118164
	Iteration 68Q: 3 clusters Score -7017808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -7017804.500000 Penalty: 5250.118164
	Iteration 69Q: 3 clusters Score -7017804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -7017811.500000 Penalty: 5250.118164
	Iteration 70Q: 3 clusters Score -7017812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -7017807.000000 Penalty: 5250.118164
	Iteration 71Q: 3 clusters Score -7017807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7017802.500000 Penalty: 5250.118164
	Iteration 72Q: 3 clusters Score -7017802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7017805.500000 Penalty: 5250.118164
	Iteration 73Q: 3 clusters Score -7017806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7017805.500000 Penalty: 5250.118164
	Iteration 74F: 3 clusters Score -7017806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Entering Unmasked Estep 
Score: -6430931.000000 Penalty: 2597.632812
	Iteration 0F: 2 clusters Score -6430931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6407506.000000 Penalty: 5195.265625
	Iteration 0F: 3 clusters Score -6407506 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -6416314.000000 Penalty: 5195.265625
	Iteration 1F: 3 clusters Score -6416314 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -6416912.500000 Penalty: 5195.265625
	Iteration 2Q: 3 clusters Score -6416912 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -6417597.500000 Penalty: 5195.265625
	Iteration 3Q: 3 clusters Score -6417598 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6418486.500000 Penalty: 5195.265625
	Iteration 4F: 3 clusters Score -6418486 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -6419797.500000 Penalty: 5195.265625
	Iteration 5F: 3 clusters Score -6419798 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -6421567.500000 Penalty: 5195.265625
	Iteration 6F: 3 clusters Score -6421568 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6423654.500000 Penalty: 5195.265625
	Iteration 7F: 3 clusters Score -6423654 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6425774.500000 Penalty: 5195.265625
	Iteration 8F: 3 clusters Score -6425774 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6427364.500000 Penalty: 5195.265625
	Iteration 9F: 3 clusters Score -6427364 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6428151.500000 Penalty: 5195.265625
	Iteration 10Q: 3 clusters Score -6428152 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6428461.500000 Penalty: 5195.265625
	Iteration 11Q: 3 clusters Score -6428462 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6428593.000000 Penalty: 5195.265625
	Iteration 12Q: 3 clusters Score -6428593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6428624.000000 Penalty: 5195.265625
	Iteration 13Q: 3 clusters Score -6428624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6428658.500000 Penalty: 5195.265625
	Iteration 14Q: 3 clusters Score -6428658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6428669.500000 Penalty: 5195.265625
	Iteration 15Q: 3 clusters Score -6428670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6428691.000000 Penalty: 5195.265625
	Iteration 16Q: 3 clusters Score -6428691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6428693.000000 Penalty: 5195.265625
	Iteration 17Q: 3 clusters Score -6428693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6428692.500000 Penalty: 5195.265625
	Iteration 18Q: 3 clusters Score -6428692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6428707.500000 Penalty: 5195.265625
	Iteration 19Q: 3 clusters Score -6428708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6428705.000000 Penalty: 5195.265625
	Iteration 20F: 3 clusters Score -6428705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6428705.000000 Penalty: 5195.265625
	Iteration 21Q: 3 clusters Score -6428705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6428712.000000 Penalty: 5195.265625
	Iteration 22Q: 3 clusters Score -6428712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6428714.500000 Penalty: 5195.265625
	Iteration 23Q: 3 clusters Score -6428714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6428712.500000 Penalty: 5195.265625
	Iteration 24Q: 3 clusters Score -6428712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6428712.500000 Penalty: 5195.265625
	Iteration 25F: 3 clusters Score -6428712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -325193.343750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -325193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -322578.718750 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -322578.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -323131.500000 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -323131.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -323332.312500 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -323332.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -323516.468750 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -323516.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -323754.000000 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -323754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324041.000000 Penalty: 3785.911133
	Iteration 5F: 3 clusters Score -324041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -324206.187500 Penalty: 3785.911133
	Iteration 6F: 3 clusters Score -324206.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -324306.937500 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -324306.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -324374.625000 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -324374.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -324418.937500 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -324418.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -324448.812500 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -324448.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324469.562500 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -324469.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -324482.406250 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -324482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -324492.500000 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -324492.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -324502.125000 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -324502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324509.781250 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -324509.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -324522.500000 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -324522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -324532.937500 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -324532.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324541.656250 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -324541.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -324550.750000 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -324550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324554.375000 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -324554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -324555.718750 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -324555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324557.687500 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -324557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -324558.562500 Penalty: 3785.911133
	Iteration 23Q: 3 clusters Score -324558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -324558.812500 Penalty: 3785.911133
	Iteration 24Q: 3 clusters Score -324558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324560.375000 Penalty: 3785.911133
	Iteration 25Q: 3 clusters Score -324560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324560.375000 Penalty: 3785.911133
	Iteration 26F: 3 clusters Score -324560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -975098.062500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -975098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -970138.500000 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -970138.5 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -971651.125000 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -971651.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -972491.250000 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -972491.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -973297.125000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -973297.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -973866.625000 Penalty: 4299.937012
	Iteration 4F: 3 clusters Score -973866.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -974239.062500 Penalty: 4299.937012
	Iteration 5F: 3 clusters Score -974239.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -974440.375000 Penalty: 4299.937012
	Iteration 6Q: 3 clusters Score -974440.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -974542.312500 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -974542.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -974603.312500 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -974603.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -974648.125000 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -974648.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -974674.562500 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -974674.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -974689.000000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -974689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -974700.250000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -974700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -974704.312500 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -974704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -974707.562500 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -974707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -974708.937500 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -974708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -974710.062500 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -974710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -974711.312500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -974711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -974711.000000 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -974711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -974711.062500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -974711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -974711.062500 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -974711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -77322.429688 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -77322.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75828.039062 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -75828.04 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76061.250000 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -76061.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76188.984375 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -76188.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76389.593750 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -76389.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76485.656250 Penalty: 3076.457764
	Iteration 4F: 3 clusters Score -76485.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76520.335938 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -76520.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76530.812500 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -76530.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76534.945312 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -76534.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76540.390625 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -76540.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76540.390625 Penalty: 3076.457764
	Iteration 9F: 3 clusters Score -76540.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -182420.562500 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -182420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180456.656250 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -180456.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -180926.015625 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -180926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -181109.718750 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -181109.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -181240.984375 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -181241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -181355.859375 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -181355.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181438.296875 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -181438.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -181521.203125 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -181521.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181586.578125 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -181586.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181630.234375 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -181630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181642.890625 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -181642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181655.328125 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -181655.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -181667.468750 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -181667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -181674.921875 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -181674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -181681.015625 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -181681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181687.015625 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -181687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181691.171875 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -181691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -181696.750000 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -181696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -181701.843750 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -181701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -181705.187500 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -181705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181709.562500 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -181709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -181710.406250 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -181710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181711.125000 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -181711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181711.125000 Penalty: 3485.107666
	Iteration 22F: 3 clusters Score -181711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -16229.684570 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -16229.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15046.513672 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -15046.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15279.028320 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -15279.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15397.312500 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -15397.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15473.970703 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -15473.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15509.260742 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -15509.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15558.439453 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -15558.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15591.343750 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -15591.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15600.970703 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -15600.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15609.358398 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -15609.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15614.807617 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -15614.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15626.559570 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -15626.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15646.486328 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -15646.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15654.060547 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -15654.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15658.338867 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -15658.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15666.182617 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -15666.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15686.378906 Penalty: 2842.129395
	Iteration 15Q: 3 clusters Score -15686.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15698.546875 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -15698.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15720.711914 Penalty: 2842.129395
	Iteration 17Q: 3 clusters Score -15720.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15729.468750 Penalty: 2842.129395
	Iteration 18Q: 3 clusters Score -15729.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15729.859375 Penalty: 2842.129395
	Iteration 19F: 3 clusters Score -15729.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15760.571289 Penalty: 2842.129395
	Iteration 20F: 3 clusters Score -15760.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15778.697266 Penalty: 2842.129395
	Iteration 21Q: 3 clusters Score -15778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15805.166016 Penalty: 2842.129395
	Iteration 22Q: 3 clusters Score -15805.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15805.166016 Penalty: 2842.129395
	Iteration 23F: 3 clusters Score -15805.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -104809.500000 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -104809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103171.109375 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -103171.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103465.695312 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -103465.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103583.664062 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -103583.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -103668.273438 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -103668.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103742.429688 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -103742.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103804.429688 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -103804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103861.203125 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -103861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103915.296875 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -103915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103954.281250 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -103954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103991.804688 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -103991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104020.312500 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -104020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104042.757812 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -104042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104058.703125 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -104058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104065.390625 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -104065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104066.984375 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -104067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104073.070312 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -104073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104077.546875 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -104077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104079.039062 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -104079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104081.062500 Penalty: 3263.996826
	Iteration 18Q: 3 clusters Score -104081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104081.062500 Penalty: 3263.996826
	Iteration 19F: 3 clusters Score -104081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -2542585.750000 Penalty: 2384.471680
	Iteration 0F: 2 clusters Score -2542586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2531722.250000 Penalty: 4768.943359
	Iteration 0F: 3 clusters Score -2531722 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2535187.000000 Penalty: 4768.943359
	Iteration 1F: 3 clusters Score -2535187 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2535585.000000 Penalty: 4768.943359
	Iteration 2F: 3 clusters Score -2535585 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2535901.250000 Penalty: 4768.943359
	Iteration 3Q: 3 clusters Score -2535901 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2536184.500000 Penalty: 4768.943359
	Iteration 4Q: 3 clusters Score -2536184 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2536463.250000 Penalty: 4768.943359
	Iteration 5Q: 3 clusters Score -2536463 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2536728.500000 Penalty: 4768.943359
	Iteration 6Q: 3 clusters Score -2536728 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2537042.750000 Penalty: 4768.943359
	Iteration 7Q: 3 clusters Score -2537043 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2537439.000000 Penalty: 4768.943359
	Iteration 8Q: 3 clusters Score -2537439 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2537839.500000 Penalty: 4768.943359
	Iteration 9Q: 3 clusters Score -2537840 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2538338.000000 Penalty: 4768.943359
	Iteration 10Q: 3 clusters Score -2538338 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2538823.000000 Penalty: 4768.943359
	Iteration 11Q: 3 clusters Score -2538823 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2539225.000000 Penalty: 4768.943359
	Iteration 12Q: 3 clusters Score -2539225 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2539541.750000 Penalty: 4768.943359
	Iteration 13Q: 3 clusters Score -2539542 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2539789.750000 Penalty: 4768.943359
	Iteration 14Q: 3 clusters Score -2539790 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2539983.000000 Penalty: 4768.943359
	Iteration 15Q: 3 clusters Score -2539983 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2540142.500000 Penalty: 4768.943359
	Iteration 16Q: 3 clusters Score -2540142 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2540246.500000 Penalty: 4768.943359
	Iteration 17Q: 3 clusters Score -2540246 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2540365.500000 Penalty: 4768.943359
	Iteration 18Q: 3 clusters Score -2540366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2540425.750000 Penalty: 4768.943359
	Iteration 19Q: 3 clusters Score -2540426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2540494.750000 Penalty: 4768.943359
	Iteration 20F: 3 clusters Score -2540495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2540540.250000 Penalty: 4768.943359
	Iteration 21Q: 3 clusters Score -2540540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2540581.250000 Penalty: 4768.943359
	Iteration 22Q: 3 clusters Score -2540581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2540601.750000 Penalty: 4768.943359
	Iteration 23Q: 3 clusters Score -2540602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2540627.500000 Penalty: 4768.943359
	Iteration 24Q: 3 clusters Score -2540628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2540648.000000 Penalty: 4768.943359
	Iteration 25Q: 3 clusters Score -2540648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2540677.000000 Penalty: 4768.943359
	Iteration 26Q: 3 clusters Score -2540677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2540701.750000 Penalty: 4768.943359
	Iteration 27Q: 3 clusters Score -2540702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2540713.000000 Penalty: 4768.943359
	Iteration 28Q: 3 clusters Score -2540713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2540726.500000 Penalty: 4768.943359
	Iteration 29Q: 3 clusters Score -2540726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2540736.500000 Penalty: 4768.943359
	Iteration 30Q: 3 clusters Score -2540736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2540749.500000 Penalty: 4768.943359
	Iteration 31Q: 3 clusters Score -2540750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2540757.250000 Penalty: 4768.943359
	Iteration 32Q: 3 clusters Score -2540757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2540762.750000 Penalty: 4768.943359
	Iteration 33Q: 3 clusters Score -2540763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2540776.250000 Penalty: 4768.943359
	Iteration 34Q: 3 clusters Score -2540776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2540777.250000 Penalty: 4768.943359
	Iteration 35Q: 3 clusters Score -2540777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2540783.000000 Penalty: 4768.943359
	Iteration 36Q: 3 clusters Score -2540783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2540787.750000 Penalty: 4768.943359
	Iteration 37Q: 3 clusters Score -2540788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2540789.000000 Penalty: 4768.943359
	Iteration 38Q: 3 clusters Score -2540789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2540786.500000 Penalty: 4768.943359
	Iteration 39Q: 3 clusters Score -2540786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2540793.500000 Penalty: 4768.943359
	Iteration 40F: 3 clusters Score -2540794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2540797.750000 Penalty: 4768.943359
	Iteration 41Q: 3 clusters Score -2540798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2540795.000000 Penalty: 4768.943359
	Iteration 42Q: 3 clusters Score -2540795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2540793.000000 Penalty: 4768.943359
	Iteration 43Q: 3 clusters Score -2540793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2540793.000000 Penalty: 4768.943359
	Iteration 44Q: 3 clusters Score -2540793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2540802.500000 Penalty: 4768.943359
	Iteration 45Q: 3 clusters Score -2540802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2540809.500000 Penalty: 4768.943359
	Iteration 46Q: 3 clusters Score -2540810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2540811.000000 Penalty: 4768.943359
	Iteration 47Q: 3 clusters Score -2540811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2540810.500000 Penalty: 4768.943359
	Iteration 48Q: 3 clusters Score -2540810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2540811.500000 Penalty: 4768.943359
	Iteration 49Q: 3 clusters Score -2540812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2540808.750000 Penalty: 4768.943359
	Iteration 50Q: 3 clusters Score -2540809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2540809.000000 Penalty: 4768.943359
	Iteration 51Q: 3 clusters Score -2540809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2540815.750000 Penalty: 4768.943359
	Iteration 52Q: 3 clusters Score -2540816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2540813.750000 Penalty: 4768.943359
	Iteration 53Q: 3 clusters Score -2540814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2540813.750000 Penalty: 4768.943359
	Iteration 54F: 3 clusters Score -2540814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -580426.000000 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -580426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -576901.937500 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -576901.9 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -577807.375000 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -577807.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -578130.562500 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -578130.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -578328.812500 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -578328.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -578481.937500 Penalty: 4037.740967
	Iteration 4F: 3 clusters Score -578481.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -578592.875000 Penalty: 4037.740967
	Iteration 5Q: 3 clusters Score -578592.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -578666.000000 Penalty: 4037.740967
	Iteration 6Q: 3 clusters Score -578666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -578712.312500 Penalty: 4037.740967
	Iteration 7Q: 3 clusters Score -578712.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -578756.437500 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -578756.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -578788.000000 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -578788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -578816.125000 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -578816.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -578830.000000 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -578830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -578841.687500 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -578841.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -578846.562500 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -578846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -578849.625000 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -578849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -578851.750000 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -578851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -578854.062500 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -578854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -578855.687500 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -578855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -578858.687500 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -578858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -578861.812500 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -578861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -578864.750000 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -578864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -578866.875000 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -578866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -578867.687500 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -578867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -578869.062500 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -578869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -578868.312500 Penalty: 4037.740967
	Iteration 24Q: 3 clusters Score -578868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -578868.312500 Penalty: 4037.740967
	Iteration 25F: 3 clusters Score -578868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (12945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Entering Unmasked Estep 
Score: -2294696.250000 Penalty: 2348.179199
	Iteration 0F: 2 clusters Score -2294696 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 6381 members 
Entering Unmasked Estep 
Score: -2285287.500000 Penalty: 4696.358398
	Iteration 0F: 3 clusters Score -2285288 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2288387.500000 Penalty: 4696.358398
	Iteration 1F: 3 clusters Score -2288388 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2288981.250000 Penalty: 4696.358398
	Iteration 2F: 3 clusters Score -2288981 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2289748.000000 Penalty: 4696.358398
	Iteration 3F: 3 clusters Score -2289748 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2290671.250000 Penalty: 4696.358398
	Iteration 4F: 3 clusters Score -2290671 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2291563.000000 Penalty: 4696.358398
	Iteration 5F: 3 clusters Score -2291563 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2292218.000000 Penalty: 4696.358398
	Iteration 6F: 3 clusters Score -2292218 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2292657.500000 Penalty: 4696.358398
	Iteration 7Q: 3 clusters Score -2292658 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2292916.000000 Penalty: 4696.358398
	Iteration 8Q: 3 clusters Score -2292916 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2293049.500000 Penalty: 4696.358398
	Iteration 9Q: 3 clusters Score -2293050 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2293115.250000 Penalty: 4696.358398
	Iteration 10Q: 3 clusters Score -2293115 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2293163.750000 Penalty: 4696.358398
	Iteration 11Q: 3 clusters Score -2293164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2293195.000000 Penalty: 4696.358398
	Iteration 12Q: 3 clusters Score -2293195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2293206.500000 Penalty: 4696.358398
	Iteration 13Q: 3 clusters Score -2293206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2293219.500000 Penalty: 4696.358398
	Iteration 14Q: 3 clusters Score -2293220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2293222.250000 Penalty: 4696.358398
	Iteration 15Q: 3 clusters Score -2293222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2293226.750000 Penalty: 4696.358398
	Iteration 16Q: 3 clusters Score -2293227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2293231.250000 Penalty: 4696.358398
	Iteration 17Q: 3 clusters Score -2293231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2293244.500000 Penalty: 4696.358398
	Iteration 18Q: 3 clusters Score -2293244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2293249.500000 Penalty: 4696.358398
	Iteration 19Q: 3 clusters Score -2293250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2293252.000000 Penalty: 4696.358398
	Iteration 20F: 3 clusters Score -2293252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2293254.750000 Penalty: 4696.358398
	Iteration 21Q: 3 clusters Score -2293255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2293258.750000 Penalty: 4696.358398
	Iteration 22Q: 3 clusters Score -2293259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2293267.750000 Penalty: 4696.358398
	Iteration 23Q: 3 clusters Score -2293268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2293273.250000 Penalty: 4696.358398
	Iteration 24Q: 3 clusters Score -2293273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2293271.250000 Penalty: 4696.358398
	Iteration 25Q: 3 clusters Score -2293271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2293269.000000 Penalty: 4696.358398
	Iteration 26Q: 3 clusters Score -2293269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2293272.750000 Penalty: 4696.358398
	Iteration 27Q: 3 clusters Score -2293273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2293274.500000 Penalty: 4696.358398
	Iteration 28Q: 3 clusters Score -2293274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2293275.500000 Penalty: 4696.358398
	Iteration 29Q: 3 clusters Score -2293276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2293273.750000 Penalty: 4696.358398
	Iteration 30Q: 3 clusters Score -2293274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2293275.250000 Penalty: 4696.358398
	Iteration 31Q: 3 clusters Score -2293275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2293281.000000 Penalty: 4696.358398
	Iteration 32Q: 3 clusters Score -2293281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2293280.250000 Penalty: 4696.358398
	Iteration 33Q: 3 clusters Score -2293280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2293284.500000 Penalty: 4696.358398
	Iteration 34Q: 3 clusters Score -2293284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2293284.750000 Penalty: 4696.358398
	Iteration 35Q: 3 clusters Score -2293285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2293282.750000 Penalty: 4696.358398
	Iteration 36Q: 3 clusters Score -2293283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2293284.000000 Penalty: 4696.358398
	Iteration 37Q: 3 clusters Score -2293284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2293284.750000 Penalty: 4696.358398
	Iteration 38Q: 3 clusters Score -2293285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2293286.750000 Penalty: 4696.358398
	Iteration 39Q: 3 clusters Score -2293287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2293289.500000 Penalty: 4696.358398
	Iteration 40F: 3 clusters Score -2293290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2293293.750000 Penalty: 4696.358398
	Iteration 41Q: 3 clusters Score -2293294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2293293.750000 Penalty: 4696.358398
	Iteration 42Q: 3 clusters Score -2293294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2293293.500000 Penalty: 4696.358398
	Iteration 43Q: 3 clusters Score -2293294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2293293.250000 Penalty: 4696.358398
	Iteration 44Q: 3 clusters Score -2293293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2293295.750000 Penalty: 4696.358398
	Iteration 45Q: 3 clusters Score -2293296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2293296.500000 Penalty: 4696.358398
	Iteration 46Q: 3 clusters Score -2293296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2293296.750000 Penalty: 4696.358398
	Iteration 47Q: 3 clusters Score -2293297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2293293.500000 Penalty: 4696.358398
	Iteration 48Q: 3 clusters Score -2293294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2293291.750000 Penalty: 4696.358398
	Iteration 49Q: 3 clusters Score -2293292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2293295.250000 Penalty: 4696.358398
	Iteration 50Q: 3 clusters Score -2293295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2293291.500000 Penalty: 4696.358398
	Iteration 51Q: 3 clusters Score -2293292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2293292.750000 Penalty: 4696.358398
	Iteration 52Q: 3 clusters Score -2293293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2293296.000000 Penalty: 4696.358398
	Iteration 53Q: 3 clusters Score -2293296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2293294.750000 Penalty: 4696.358398
	Iteration 54Q: 3 clusters Score -2293295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2293296.000000 Penalty: 4696.358398
	Iteration 55Q: 3 clusters Score -2293296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2293295.750000 Penalty: 4696.358398
	Iteration 56Q: 3 clusters Score -2293296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2293297.750000 Penalty: 4696.358398
	Iteration 57Q: 3 clusters Score -2293298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2293299.000000 Penalty: 4696.358398
	Iteration 58Q: 3 clusters Score -2293299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2293297.250000 Penalty: 4696.358398
	Iteration 59Q: 3 clusters Score -2293297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2293301.500000 Penalty: 4696.358398
	Iteration 60F: 3 clusters Score -2293302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2293300.750000 Penalty: 4696.358398
	Iteration 61Q: 3 clusters Score -2293301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2293301.500000 Penalty: 4696.358398
	Iteration 62Q: 3 clusters Score -2293302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2293306.500000 Penalty: 4696.358398
	Iteration 63Q: 3 clusters Score -2293306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2293313.250000 Penalty: 4696.358398
	Iteration 64Q: 3 clusters Score -2293313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2293318.750000 Penalty: 4696.358398
	Iteration 65Q: 3 clusters Score -2293319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2293323.000000 Penalty: 4696.358398
	Iteration 66Q: 3 clusters Score -2293323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2293317.750000 Penalty: 4696.358398
	Iteration 67Q: 3 clusters Score -2293318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2293320.750000 Penalty: 4696.358398
	Iteration 68Q: 3 clusters Score -2293321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2293319.000000 Penalty: 4696.358398
	Iteration 69Q: 3 clusters Score -2293319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2293313.750000 Penalty: 4696.358398
	Iteration 70Q: 3 clusters Score -2293314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2293318.250000 Penalty: 4696.358398
	Iteration 71Q: 3 clusters Score -2293318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2293317.500000 Penalty: 4696.358398
	Iteration 72Q: 3 clusters Score -2293318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2293317.500000 Penalty: 4696.358398
	Iteration 73F: 3 clusters Score -2293318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Entering Unmasked Estep 
Score: -2541858.000000 Penalty: 2378.288330
	Iteration 0F: 2 clusters Score -2541858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2531363.250000 Penalty: 4756.576660
	Iteration 0F: 3 clusters Score -2531363 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2534535.500000 Penalty: 4756.576660
	Iteration 1F: 3 clusters Score -2534536 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2534892.000000 Penalty: 4756.576660
	Iteration 2F: 3 clusters Score -2534892 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2535199.250000 Penalty: 4756.576660
	Iteration 3Q: 3 clusters Score -2535199 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2535525.500000 Penalty: 4756.576660
	Iteration 4Q: 3 clusters Score -2535526 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2535856.750000 Penalty: 4756.576660
	Iteration 5Q: 3 clusters Score -2535857 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2536271.250000 Penalty: 4756.576660
	Iteration 6Q: 3 clusters Score -2536271 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2536753.250000 Penalty: 4756.576660
	Iteration 7F: 3 clusters Score -2536753 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2537290.500000 Penalty: 4756.576660
	Iteration 8F: 3 clusters Score -2537290 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2537888.750000 Penalty: 4756.576660
	Iteration 9F: 3 clusters Score -2537889 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2538359.000000 Penalty: 4756.576660
	Iteration 10Q: 3 clusters Score -2538359 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2538747.750000 Penalty: 4756.576660
	Iteration 11Q: 3 clusters Score -2538748 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2539030.000000 Penalty: 4756.576660
	Iteration 12Q: 3 clusters Score -2539030 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2539241.500000 Penalty: 4756.576660
	Iteration 13Q: 3 clusters Score -2539242 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2539386.750000 Penalty: 4756.576660
	Iteration 14Q: 3 clusters Score -2539387 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2539492.750000 Penalty: 4756.576660
	Iteration 15Q: 3 clusters Score -2539493 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2539550.000000 Penalty: 4756.576660
	Iteration 16Q: 3 clusters Score -2539550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2539608.500000 Penalty: 4756.576660
	Iteration 17Q: 3 clusters Score -2539608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2539671.750000 Penalty: 4756.576660
	Iteration 18Q: 3 clusters Score -2539672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2539721.500000 Penalty: 4756.576660
	Iteration 19Q: 3 clusters Score -2539722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2539760.500000 Penalty: 4756.576660
	Iteration 20F: 3 clusters Score -2539760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2539791.750000 Penalty: 4756.576660
	Iteration 21Q: 3 clusters Score -2539792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2539806.500000 Penalty: 4756.576660
	Iteration 22Q: 3 clusters Score -2539806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2539829.750000 Penalty: 4756.576660
	Iteration 23Q: 3 clusters Score -2539830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2539840.250000 Penalty: 4756.576660
	Iteration 24Q: 3 clusters Score -2539840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2539864.750000 Penalty: 4756.576660
	Iteration 25Q: 3 clusters Score -2539865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2539874.250000 Penalty: 4756.576660
	Iteration 26Q: 3 clusters Score -2539874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2539888.750000 Penalty: 4756.576660
	Iteration 27Q: 3 clusters Score -2539889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2539891.750000 Penalty: 4756.576660
	Iteration 28Q: 3 clusters Score -2539892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2539900.750000 Penalty: 4756.576660
	Iteration 29Q: 3 clusters Score -2539901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2539904.250000 Penalty: 4756.576660
	Iteration 30Q: 3 clusters Score -2539904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2539909.750000 Penalty: 4756.576660
	Iteration 31Q: 3 clusters Score -2539910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2539914.250000 Penalty: 4756.576660
	Iteration 32Q: 3 clusters Score -2539914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2539916.250000 Penalty: 4756.576660
	Iteration 33Q: 3 clusters Score -2539916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2539921.000000 Penalty: 4756.576660
	Iteration 34Q: 3 clusters Score -2539921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2539923.000000 Penalty: 4756.576660
	Iteration 35Q: 3 clusters Score -2539923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2539929.500000 Penalty: 4756.576660
	Iteration 36Q: 3 clusters Score -2539930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2539934.250000 Penalty: 4756.576660
	Iteration 37Q: 3 clusters Score -2539934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2539939.000000 Penalty: 4756.576660
	Iteration 38Q: 3 clusters Score -2539939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2539940.750000 Penalty: 4756.576660
	Iteration 39Q: 3 clusters Score -2539941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2539943.750000 Penalty: 4756.576660
	Iteration 40F: 3 clusters Score -2539944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2539939.750000 Penalty: 4756.576660
	Iteration 41Q: 3 clusters Score -2539940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2539944.500000 Penalty: 4756.576660
	Iteration 42Q: 3 clusters Score -2539944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2539947.750000 Penalty: 4756.576660
	Iteration 43Q: 3 clusters Score -2539948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2539946.500000 Penalty: 4756.576660
	Iteration 44Q: 3 clusters Score -2539946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2539948.500000 Penalty: 4756.576660
	Iteration 45Q: 3 clusters Score -2539948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2539948.500000 Penalty: 4756.576660
	Iteration 46Q: 3 clusters Score -2539948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2539951.750000 Penalty: 4756.576660
	Iteration 47Q: 3 clusters Score -2539952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2539947.000000 Penalty: 4756.576660
	Iteration 48Q: 3 clusters Score -2539947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2539948.500000 Penalty: 4756.576660
	Iteration 49Q: 3 clusters Score -2539948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2539949.000000 Penalty: 4756.576660
	Iteration 50Q: 3 clusters Score -2539949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2539946.250000 Penalty: 4756.576660
	Iteration 51Q: 3 clusters Score -2539946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2539946.250000 Penalty: 4756.576660
	Iteration 52F: 3 clusters Score -2539946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -220014.515625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -220014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -217820.109375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -217820.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218189.250000 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -218189.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218325.203125 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -218325.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218386.968750 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -218387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -218427.843750 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -218427.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -218455.343750 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -218455.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -218473.812500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -218473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -218486.078125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -218486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -218491.875000 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -218491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -218502.000000 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -218502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -218509.671875 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -218509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -218515.109375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -218515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -218516.906250 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -218516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -218521.171875 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -218521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -218525.468750 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -218525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -218528.687500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -218528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -218536.281250 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -218536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -218540.796875 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -218540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -218547.187500 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -218547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -218551.281250 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -218551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -218551.281250 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -218551.3 nChanged 0
--- Evaluating fit on full set of 2057901 points ---
Entering Unmasked Estep 
Score: -350887552.000000 Penalty: 216313.500000
21->61 Clusters: Score -350887552.000000, best is -350882432.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 47743 (time per=424.499117ms)
Iterations metric 2: 1334468935680.000000 (time per=15.187211ns)
Iterations metric 3: 40033465663488.000000 (time per=506.247985ps)

That took 20266.861328 seconds.
